[ { "dim_process": 18, "seq_idx": 0, "seq_len": 41, "time_since_start": [ 0.0, 1.4285714285714286, 1.8571428571428572, 2.0, 2.142857142857143, 3.142857142857143, 3.7142857142857144, 4.571428571428571, 4.857142857142857, 5.0, 5.714285714285714, 6.0, 6.571428571428571, 8.0, 8.285714285714286, 8.428571428571429, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.428571428571429, 11.571428571428571, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.714285714285714, 14.0, 15.142857142857142, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.714285714285714, 16.285714285714285, 16.857142857142858, 17.571428571428573, 18.142857142857142, 18.285714285714285, 18.428571428571427, 19.428571428571427, 21.0, 21.285714285714285 ], "time_since_last_event": [ 0.0, 1.4285714285714286, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.0, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 2.2857142857142856, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 1.1428571428571428, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.0, 1.5714285714285714, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 16, 10, 16, 16, 10, 16, 16, 10, 16, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a consistent focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. After a sustained period of reviewing books, there is a shift towards the \"Kindle Store\" category, which starts to appear alongside the book reviews around the 10-week mark. The reviews for both categories continue to intersperse, with a noticeable clustering of \"Kindle Store\" reviews occurring in the later weeks. Overall, the trend shows a strong initial emphasis on books, followed by an increasing presence of Kindle Store reviews as time progresses." }, { "dim_process": 18, "seq_idx": 1, "seq_len": 74, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.0, 1.2857142857142858, 1.5714285714285714, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.571428571428571, 8.0, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.714285714285714, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.0, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.428571428571429, 15.0, 15.285714285714286, 15.714285714285714, 16.142857142857142, 16.714285714285715, 17.0, 17.285714285714285, 17.857142857142858, 18.142857142857142, 18.285714285714285, 18.571428571428573, 19.142857142857142, 19.571428571428573, 19.857142857142858, 20.571428571428573, 21.285714285714285, 21.714285714285715, 22.0, 22.142857142857142, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on the \"Books\" category, with the majority of reviews occurring within the first 23 weeks. There is a notable single entry for the \"Kindle Store\" at week 7. Overall, the reviews are clustered closely together, particularly in the early weeks, indicating a high frequency of activity during that period, followed by a gradual tapering off as time progresses. The reviews maintain a steady pace, predominantly featuring books throughout the entire timeline." }, { "dim_process": 18, "seq_idx": 2, "seq_len": 71, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.0, 4.0, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.142857142857143, 5.571428571428571, 5.571428571428571, 5.857142857142857, 6.0, 7.142857142857143, 7.571428571428571, 7.571428571428571, 9.0, 9.142857142857142, 9.571428571428571, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.285714285714286, 10.571428571428571, 10.571428571428571, 11.285714285714286, 11.285714285714286, 11.285714285714286, 11.714285714285714, 12.0, 12.0, 12.142857142857142, 12.142857142857142, 13.0, 13.0, 13.428571428571429, 14.142857142857142, 15.142857142857142, 15.142857142857142, 15.857142857142858, 15.857142857142858, 16.714285714285715, 17.714285714285715, 17.857142857142858, 18.0, 18.571428571428573, 19.0, 19.285714285714285, 19.857142857142858, 20.0, 20.428571428571427, 20.428571428571427, 20.571428571428573, 20.714285714285715, 20.857142857142858, 21.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.0, 1.4285714285714286, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.7142857142857143, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.8571428571428571, 0.0, 0.42857142857142855, 0.7142857142857143, 1.0, 0.0, 0.7142857142857143, 0.0, 0.8571428571428571, 1.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10, 0, 14, 0, 0, 14, 0, 14, 0, 14, 14, 14, 0, 0, 14, 0, 14, 14, 0, 0, 14, 0, 14, 14, 0, 0, 0, 11, 0, 0, 9, 0, 0, 0, 0, 14, 0, 0, 10, 0, 0, 15, 0, 15, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 14, 0, 0, 0, 0, 0 ], "type_text": [ "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Books", "Other", "Movies and TV", "Other", "Other", "Movies and TV", "Other", "Movies and TV", "Other", "Movies and TV", "Movies and TV", "Movies and TV", "Other", "Other", "Movies and TV", "Other", "Movies and TV", "Movies and TV", "Other", "Other", "Movies and TV", "Other", "Movies and TV", "Movies and TV", "Other", "Other", "Other", "Home and Kitchen", "Other", "Other", "Office Products", "Other", "Other", "Other", "Other", "Movies and TV", "Other", "Other", "Books", "Other", "Other", "Clothing Shoes and Jewelry", "Other", "Clothing Shoes and Jewelry", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Movies and TV", "Other", "Other", "Other", "Other", "Other" ], "description": "The sequence of product reviews begins with a predominance of \"Other\" category reviews in the initial weeks, with a gradual introduction of other categories. Reviews for \"Movies and TV\" start appearing around the third week and increase in frequency, peaking in later weeks. \"Books\" and \"Clothing Shoes and Jewelry\" reviews are introduced at distinct points, while \"Other\" reviews remain consistently present throughout the timeline. There is a noticeable clustering of \"Movies and TV\" reviews in the middle to later stages of the timeline, while the frequency of \"Other\" reviews remains steady throughout." }, { "dim_process": 18, "seq_idx": 3, "seq_len": 50, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 3.2857142857142856, 3.857142857142857, 4.0, 4.142857142857143, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.857142857142857, 6.0, 6.142857142857143, 6.857142857142857, 7.0, 8.0, 8.857142857142858, 9.0, 9.714285714285714, 9.857142857142858, 10.0, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.142857142857142, 12.714285714285714, 12.857142857142858, 13.285714285714286, 13.857142857142858, 14.0, 14.285714285714286, 14.285714285714286, 15.285714285714286, 15.714285714285714, 16.285714285714285, 16.857142857142858, 17.714285714285715, 17.857142857142858, 18.857142857142858, 19.285714285714285, 19.857142857142858, 21.0, 21.857142857142858, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 2.2857142857142856, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.0, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 1.0, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 1.0, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 0.8571428571428571, 1.0 ], "type_event": [ 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a few entries in the Kindle Store, followed by a significant cluster of reviews for Books that dominate the timeline. After the initial reviews, there is a consistent pattern of Book reviews occurring at regular intervals, with only occasional returns to the Kindle Store. As time progresses, the frequency of Book reviews remains high, with a notable increase in the number of reviews around the 3 to 5-week mark, and continuing with sporadic Kindle Store entries interspersed throughout. Overall, the trend shows a strong preference for Books, with Kindle Store reviews appearing less frequently and primarily at the beginning and end of the timeline." }, { "dim_process": 18, "seq_idx": 4, "seq_len": 47, "time_since_start": [ 0.0, 0.8571428571428571, 1.2857142857142858, 1.7142857142857142, 2.2857142857142856, 2.5714285714285716, 3.0, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.857142857142857, 5.142857142857143, 5.857142857142857, 7.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.428571428571429, 11.0, 11.285714285714286, 12.714285714285714, 13.0, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.0, 14.285714285714286, 14.428571428571429, 15.0, 15.285714285714286, 15.428571428571429, 16.0, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.428571428571427, 17.571428571428573, 18.285714285714285, 18.857142857142858, 19.285714285714285, 20.285714285714285, 20.714285714285715, 22.857142857142858, 24.0, 24.142857142857142, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.0, 0.2857142857142857, 0.7142857142857143, 1.4285714285714286, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.5714285714285714, 0.2857142857142857, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 1.0, 0.42857142857142855, 2.142857142857143, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a few entries in the Kindle Store, followed by a significant cluster of reviews focused on Books. The majority of the reviews are concentrated in the Books category, which continues to dominate throughout the timeline, with a few intermittent entries in the Kindle Store. There is a notable trend of sustained activity in the Books category, particularly in the earlier weeks, while the Kindle Store reviews appear less frequently and are primarily clustered at the beginning and end of the sequence. Overall, the pattern shows a strong preference for Books over time, with Kindle Store reviews serving as occasional diversions." }, { "dim_process": 18, "seq_idx": 5, "seq_len": 43, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 3.142857142857143, 3.142857142857143, 3.5714285714285716, 4.285714285714286, 4.428571428571429, 5.428571428571429, 5.571428571428571, 6.857142857142857, 6.857142857142857, 7.0, 7.857142857142857, 9.142857142857142, 9.142857142857142, 10.0, 10.428571428571429, 11.142857142857142, 11.285714285714286, 13.142857142857142, 13.571428571428571, 13.714285714285714, 14.857142857142858, 15.428571428571429, 15.571428571428571, 16.142857142857142, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.571428571428573, 17.571428571428573, 17.857142857142858, 18.428571428571427, 19.142857142857142, 20.857142857142858, 22.428571428571427, 22.714285714285715, 24.857142857142858, 25.0 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.0, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 1.0, 0.14285714285714285, 1.2857142857142858, 0.0, 0.14285714285714285, 0.8571428571428571, 1.2857142857142858, 0.0, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 1.8571428571428572, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.7142857142857142, 1.5714285714285714, 0.2857142857142857, 2.142857142857143, 0.14285714285714285 ], "type_event": [ 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 16, 10, 10, 10, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the Kindle Store and Books, with initial reviews occurring simultaneously. Over time, there is a notable predominance of reviews for Books, particularly in the early weeks, with Kindle Store reviews appearing less frequently. As the sequence progresses, there are clusters of Book reviews interspersed with occasional Kindle Store reviews, particularly around the 17-week mark. Towards the end of the sequence, there is a brief introduction of a Home and Kitchen review, followed by a return to the Kindle Store, indicating a shift in focus. Overall, the trend shows a strong emphasis on Books throughout the timeline, with Kindle Store reviews occurring at intervals." }, { "dim_process": 18, "seq_idx": 6, "seq_len": 41, "time_since_start": [ 0.0, 1.0, 1.0, 1.8571428571428572, 2.0, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 4.142857142857143, 4.428571428571429, 4.428571428571429, 7.714285714285714, 7.857142857142857, 11.0, 11.285714285714286, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 14.571428571428571, 15.428571428571429, 15.857142857142858, 16.714285714285715, 17.571428571428573, 18.142857142857142, 19.142857142857142, 19.285714285714285, 19.285714285714285, 20.0, 21.142857142857142, 21.142857142857142, 21.428571428571427, 21.428571428571427, 21.571428571428573, 22.857142857142858, 23.0, 23.142857142857142, 23.714285714285715 ], "time_since_last_event": [ 0.0, 1.0, 0.0, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.0, 3.2857142857142856, 0.14285714285714285, 3.142857142857143, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.5714285714285714, 1.0, 0.14285714285714285, 0.0, 0.7142857142857143, 1.1428571428571428, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714 ], "type_event": [ 10, 16, 10, 10, 16, 16, 16, 10, 0, 10, 16, 10, 16, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16, 16, 10, 16, 10, 16, 10, 16, 16, 16, 16, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Other", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a pattern where the user primarily reviews books and Kindle Store products. In the initial weeks, reviews for both categories appear closely together, with a slight emphasis on books. As time progresses, there is a noticeable increase in Kindle Store reviews, particularly around the 7 to 23-week mark, where they cluster more frequently. Books continue to be reviewed consistently throughout the timeline, with a notable presence in the later weeks, indicating a sustained interest in both categories over time." }, { "dim_process": 18, "seq_idx": 7, "seq_len": 94, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 2.0, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.142857142857143, 5.571428571428571, 5.714285714285714, 6.0, 6.0, 6.428571428571429, 6.428571428571429, 6.714285714285714, 6.857142857142857, 6.857142857142857, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.285714285714286, 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10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 16, 16, 16, 10, 16, 16, 16, 16, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of alternating between the Kindle Store and Books categories, with a notable prevalence of Books reviews throughout the timeline. Early in the sequence, there is a higher frequency of Kindle Store reviews, but as time progresses, the number of Books reviews increases significantly. Events tend to cluster, particularly with Books reviews occurring in groups, especially in the later weeks, while Kindle Store reviews appear more sporadically. Overall, the trend indicates a shift towards a greater emphasis on reviewing Books over time." }, { "dim_process": 18, "seq_idx": 8, "seq_len": 75, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 2.0, 2.2857142857142856, 2.2857142857142856, 2.857142857142857, 2.857142857142857, 3.0, 3.142857142857143, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 5.714285714285714, 5.857142857142857, 6.428571428571429, 6.571428571428571, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 8.0, 8.142857142857142, 8.142857142857142, 8.571428571428571, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.714285714285714, 10.0, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.0, 13.714285714285714, 14.0, 14.142857142857142, 14.428571428571429, 15.0, 15.285714285714286, 15.857142857142858, 16.0, 16.0, 16.142857142857142, 16.285714285714285, 16.857142857142858, 17.0, 17.142857142857142, 17.428571428571427, 17.571428571428573, 18.285714285714285, 19.0, 19.285714285714285, 21.285714285714285, 21.714285714285715, 22.142857142857142, 23.0, 24.857142857142858, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 2.0, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 1.8571428571428572, 0.7142857142857143 ], "type_event": [ 10, 10, 16, 10, 16, 10, 16, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 16, 10, 10, 16, 10, 10, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews for the \"Books\" category, which are submitted consistently throughout the timeline, particularly in the earlier weeks. The \"Kindle Store\" reviews appear less frequently but tend to cluster around specific periods, especially after the initial weeks, with noticeable peaks occurring between weeks 6 and 25. Overall, there is a trend of increased \"Kindle Store\" reviews in the latter part of the timeline, while \"Books\" reviews remain consistently high throughout the entire sequence." }, { "dim_process": 18, "seq_idx": 9, "seq_len": 53, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.5714285714285716, 3.0, 3.2857142857142856, 4.142857142857143, 4.714285714285714, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.142857142857143, 7.714285714285714, 8.0, 8.285714285714286, 8.857142857142858, 9.0, 9.428571428571429, 9.857142857142858, 10.285714285714286, 10.714285714285714, 11.0, 11.285714285714286, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.714285714285714, 14.571428571428571, 15.428571428571429, 16.714285714285715, 17.0, 17.714285714285715, 18.0, 18.142857142857142, 18.714285714285715, 19.0, 20.428571428571427, 22.714285714285715, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.0, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 1.2857142857142858, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.4285714285714286, 2.2857142857142856, 2.7142857142857144 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over an extended period. The \"Kindle Store\" reviews appear intermittently, primarily clustered around the early and later weeks of the sequence. There is a noticeable trend of increased activity in the \"Books\" category, particularly in the initial weeks, with a few peaks in review submissions occurring throughout the timeline. Overall, the majority of reviews are concentrated in the \"Books\" category, while \"Kindle Store\" reviews are less frequent and appear at specific intervals." }, { "dim_process": 18, "seq_idx": 10, "seq_len": 72, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.0, 1.4285714285714286, 1.7142857142857142, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 4.285714285714286, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.0, 10.428571428571429, 10.714285714285714, 11.0, 11.571428571428571, 11.857142857142858, 12.0, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.571428571428571, 14.714285714285714, 15.571428571428571, 16.142857142857142, 16.428571428571427, 16.857142857142858, 17.0, 17.142857142857142, 17.571428571428573, 18.0, 18.571428571428573, 18.857142857142858, 19.0, 19.285714285714285, 20.142857142857142, 20.285714285714285, 20.285714285714285, 21.428571428571427, 22.428571428571427, 22.714285714285715, 23.571428571428573, 24.0, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.0, 1.1428571428571428, 1.0, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions occurring over time. The reviews begin at the start of the timeline and continue steadily, with clusters of reviews appearing frequently in the initial weeks. There is a notable introduction of a review for the Kindle Store at around the 20-week mark, but the majority of reviews remain focused on books throughout the entire period. The frequency of reviews appears to maintain a relatively stable pace, with no significant gaps or delays in submissions." }, { "dim_process": 18, "seq_idx": 11, "seq_len": 53, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.8571428571428572, 2.0, 2.2857142857142856, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.0, 4.428571428571429, 4.714285714285714, 5.428571428571429, 5.571428571428571, 7.571428571428571, 8.285714285714286, 8.571428571428571, 10.0, 10.142857142857142, 10.428571428571429, 10.714285714285714, 11.0, 11.142857142857142, 11.571428571428571, 11.714285714285714, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 14.0, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.571428571428571, 16.0, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.0, 17.285714285714285, 17.571428571428573, 17.714285714285715, 18.0, 18.285714285714285, 18.714285714285715, 18.857142857142858, 19.0, 19.428571428571427, 20.428571428571427, 21.142857142857142, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 2.0, 0.7142857142857143, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.7142857142857143, 1.0 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with the majority of reviews submitted consistently over time. The initial reviews are primarily for \"Books,\" with a few early mentions of the \"Kindle Store.\" As time progresses, there are periodic clusters of \"Kindle Store\" reviews interspersed among the more frequent \"Books\" reviews, particularly noticeable around the 12 to 20-week mark. Overall, the reviews for \"Books\" dominate the sequence, while \"Kindle Store\" reviews appear less frequently and tend to occur in clusters at specific intervals." }, { "dim_process": 18, "seq_idx": 12, "seq_len": 49, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.142857142857143, 5.285714285714286, 5.428571428571429, 6.142857142857143, 6.285714285714286, 7.0, 7.142857142857143, 7.714285714285714, 7.857142857142857, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 12.142857142857142, 12.285714285714286, 13.142857142857142, 13.285714285714286, 13.571428571428571, 14.0, 14.142857142857142, 14.285714285714286, 18.142857142857142, 19.571428571428573, 22.0, 22.142857142857142, 24.714285714285715, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 3.857142857142857, 1.4285714285714286, 2.4285714285714284, 0.14285714285714285, 2.5714285714285716, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted over a prolonged period. Most reviews occur in the early weeks, particularly within the first two weeks, and continue to be submitted regularly up to the 25-week mark. There is a brief instance of a review for the \"Kindle Store\" at around 1.29 weeks, but this is the only non-Books category noted. Overall, the reviews are clustered predominantly in the first half of the timeline, with fewer submissions occurring in the latter weeks." }, { "dim_process": 18, "seq_idx": 13, "seq_len": 53, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 1.4285714285714286, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 4.142857142857143, 4.428571428571429, 5.0, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.285714285714286, 6.714285714285714, 7.285714285714286, 7.571428571428571, 8.142857142857142, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.428571428571429, 11.142857142857142, 11.571428571428571, 12.0, 12.285714285714286, 12.857142857142858, 13.142857142857142, 14.428571428571429, 15.0, 15.142857142857142, 15.142857142857142, 15.428571428571429, 16.0, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.571428571428573, 18.142857142857142, 18.428571428571427, 18.428571428571427, 20.714285714285715, 21.142857142857142, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 2.2857142857142856, 0.42857142857142855, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly clustered in the early weeks, particularly within the first 18 weeks. There are a few instances of reviews for the \"Kindle Store,\" which occur at specific points, notably around the 15-week and 17-week marks. After the initial surge of reviews, there is a gradual decline in frequency, with the final reviews occurring significantly later, around the 23-week mark. Overall, the pattern indicates a strong emphasis on books early in the sequence, with occasional reviews for the Kindle Store interspersed." }, { "dim_process": 18, "seq_idx": 14, "seq_len": 41, "time_since_start": [ 0.0, 0.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.0, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.714285714285714, 6.714285714285714, 6.857142857142857, 7.0, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 10.0, 11.142857142857142, 11.571428571428571, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.285714285714286, 13.571428571428571, 13.714285714285714, 13.857142857142858 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 1.1428571428571428, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted in this category throughout the timeline. Reviews begin to appear at the start of the sequence and continue to be submitted regularly, with a notable clustering of reviews occurring between weeks 2 and 8. The only deviation from the \"Books\" category occurs at week 6.71, where a review for the \"Kindle Store\" is submitted, but this is quickly followed by additional \"Books\" reviews. The frequency of reviews remains high until around week 10, after which there is a gradual decline in the number of submissions." }, { "dim_process": 18, "seq_idx": 15, "seq_len": 62, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 2.0, 2.4285714285714284, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.285714285714286, 4.571428571428571, 5.142857142857143, 6.0, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.571428571428571, 7.0, 7.428571428571429, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.428571428571429, 8.571428571428571, 9.0, 9.142857142857142, 9.285714285714286, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.142857142857142, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.0, 14.142857142857142, 14.285714285714286, 14.571428571428571, 15.285714285714286, 15.428571428571429, 15.571428571428571, 16.142857142857142, 16.571428571428573, 17.285714285714285, 18.0, 18.285714285714285, 18.428571428571427, 19.0, 19.285714285714285, 22.142857142857142, 23.0, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 2.857142857142857, 0.8571428571428571, 0.2857142857142857 ], "type_event": [ 10, 10, 8, 10, 4, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Toys and Games", "Books", "Electronics", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. Reviews for \"Books\" are clustered heavily in the early weeks and continue to be the most frequent type throughout the entire sequence. Other categories, such as \"Kindle Store,\" appear intermittently, primarily in the later weeks, while \"Toys and Games\" and \"Electronics\" are reviewed much earlier in the timeline. Overall, the trend indicates a sustained interest in books, with occasional engagement in other categories." }, { "dim_process": 18, "seq_idx": 16, "seq_len": 43, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.1428571428571428, 1.7142857142857142, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.142857142857143, 4.714285714285714, 4.857142857142857, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 8.714285714285714, 9.714285714285714, 10.0, 10.142857142857142, 10.428571428571429, 11.142857142857142, 12.0, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.714285714285714, 14.142857142857142, 14.285714285714286, 15.0, 15.285714285714286, 16.142857142857142, 16.857142857142858, 17.0, 17.714285714285715, 18.142857142857142, 19.0, 20.142857142857142, 20.428571428571427, 20.571428571428573, 21.285714285714285 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted over time. The first review appears shortly after the start of the timeline, and reviews continue to be submitted at regular intervals, predominantly within the first 21 weeks. There is a single review for the \"Kindle Store\" category, which occurs later in the sequence, indicating a brief diversification in review topics. Overall, the pattern reveals a sustained engagement with books, with no significant clustering of reviews in specific periods apart from the initial concentration." }, { "dim_process": 18, "seq_idx": 17, "seq_len": 44, "time_since_start": [ 0.0, 0.5714285714285714, 1.5714285714285714, 1.7142857142857142, 2.0, 2.5714285714285716, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.0, 4.428571428571429, 4.857142857142857, 5.428571428571429, 5.571428571428571, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.142857142857142, 10.428571428571429, 10.571428571428571, 10.714285714285714, 12.285714285714286, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.714285714285714, 15.285714285714286, 15.714285714285714, 15.857142857142858, 17.428571428571427, 18.142857142857142, 18.714285714285715, 20.0, 21.428571428571427, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 1.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 1.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 1.5714285714285714, 0.7142857142857143, 0.5714285714285714, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which dominates the timeline with frequent submissions occurring in close intervals. The first review appears shortly after the start of the timeline, with a notable cluster of reviews within the first 10 weeks. The user also submits reviews for the \"Kindle Store\" category at two distinct points, occurring at week 4 and week 23, indicating that these reviews are less frequent and spaced further apart compared to the regular \"Books\" reviews. Overall, the trend indicates a sustained interest in books over time, with occasional forays into the Kindle Store." }, { "dim_process": 18, "seq_idx": 18, "seq_len": 44, "time_since_start": [ 0.0, 0.2857142857142857, 1.2857142857142858, 1.2857142857142858, 1.5714285714285714, 2.7142857142857144, 2.857142857142857, 3.4285714285714284, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.571428571428571, 5.714285714285714, 5.714285714285714, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.714285714285714, 10.857142857142858, 11.0, 11.714285714285714, 12.0, 12.857142857142858, 13.428571428571429, 14.0, 14.714285714285714, 14.714285714285714, 14.714285714285714, 14.857142857142858, 14.857142857142858, 14.857142857142858, 14.857142857142858, 14.857142857142858, 15.142857142857142, 15.714285714285714, 16.428571428571427, 16.714285714285715, 17.0, 17.571428571428573, 21.285714285714285, 22.285714285714285, 23.714285714285715, 24.285714285714285, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 1.0, 0.0, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 1.0, 0.14285714285714285, 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 3.142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 3.7142857142857144, 1.0, 1.4285714285714286, 0.5714285714285714, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 14, 0, 10, 0, 16, 11, 14, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Movies and TV", "Other", "Books", "Other", "Kindle Store", "Home and Kitchen", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, especially in the early weeks. The \"Kindle Store\" reviews appear intermittently, often following clusters of \"Books\" reviews. Other categories, such as \"Movies and TV\" and \"Home and Kitchen,\" are introduced later in the sequence, primarily clustered around the 14-week mark. Overall, the trend indicates a strong initial emphasis on books, with occasional diversification into other categories as time progresses." }, { "dim_process": 18, "seq_idx": 19, "seq_len": 50, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.0, 1.1428571428571428, 1.7142857142857142, 2.4285714285714284, 2.7142857142857144, 2.7142857142857144, 3.2857142857142856, 4.0, 4.857142857142857, 5.0, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 5.857142857142857, 6.285714285714286, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.0, 8.0, 8.142857142857142, 8.428571428571429, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.571428571428571, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.428571428571429, 13.285714285714286, 14.285714285714286, 14.571428571428571, 15.285714285714286, 15.714285714285714, 16.428571428571427, 16.714285714285715, 17.428571428571427, 17.571428571428573, 18.142857142857142, 18.571428571428573, 18.857142857142858, 19.0, 19.142857142857142, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.0, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 1.0, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 2.7142857142857144 ], "type_event": [ 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features entries in the \"Books\" category, which are submitted consistently throughout the timeline, particularly in the earlier weeks. Reviews for the \"Kindle Store\" category appear less frequently and tend to cluster around specific intervals, notably at the 1-week, 5-week, and 15-week marks. The reviews show a general trend of increasing frequency in the \"Books\" category over time, while \"Kindle Store\" reviews are more sporadic and occur at distinct points, suggesting a pattern where \"Books\" reviews dominate the timeline with intermittent \"Kindle Store\" entries." }, { "dim_process": 18, "seq_idx": 20, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 2.7142857142857144, 3.2857142857142856, 4.285714285714286, 5.857142857142857, 6.285714285714286, 6.428571428571429, 6.428571428571429, 7.285714285714286, 7.571428571428571, 8.0, 8.142857142857142, 8.428571428571429, 8.714285714285714, 9.571428571428571, 9.714285714285714, 10.0, 10.428571428571429, 10.571428571428571, 11.428571428571429, 11.714285714285714, 12.428571428571429, 13.428571428571429, 13.571428571428571, 14.571428571428571, 14.857142857142858, 15.428571428571429, 15.714285714285714, 16.428571428571427, 17.142857142857142, 17.571428571428573, 18.285714285714285, 19.714285714285715, 20.142857142857142, 20.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.0, 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.5714285714285714, 1.0, 1.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.0, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 1.0, 0.14285714285714285, 1.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 1.4285714285714286, 0.42857142857142855, 0.2857142857142857 ], "type_event": [ 10, 16, 12, 10, 12, 10, 9, 10, 10, 12, 10, 12, 12, 9, 12, 10, 15, 10, 10, 10, 10, 12, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 12, 10, 10, 10, 10, 10, 10, 2, 15 ], "type_text": [ "Books", "Kindle Store", "Sports and Outdoors", "Books", "Sports and Outdoors", "Books", "Office Products", "Books", "Books", "Sports and Outdoors", "Books", "Sports and Outdoors", "Sports and Outdoors", "Office Products", "Sports and Outdoors", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a focus on books, which are consistently reviewed in the early weeks. Sports and Outdoors reviews appear intermittently, with a noticeable increase in frequency around the 6-week mark. Office Products and Clothing Shoes and Jewelry reviews emerge later in the sequence, while Pet Supplies and Other categories are noted towards the end. Overall, the trend shows a strong emphasis on books throughout the timeline, with other categories appearing sporadically and clustering around specific weeks." }, { "dim_process": 18, "seq_idx": 21, "seq_len": 42, "time_since_start": [ 0.0, 1.7142857142857142, 2.2857142857142856, 2.2857142857142856, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.428571428571429, 7.0, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.428571428571429, 8.571428571428571, 9.0, 9.428571428571429, 9.428571428571429, 9.714285714285714, 10.285714285714286, 10.714285714285714, 10.714285714285714, 11.142857142857142, 11.285714285714286, 11.714285714285714, 12.0, 17.142857142857142, 18.142857142857142, 18.285714285714285, 18.571428571428573, 19.714285714285715, 24.285714285714285 ], "time_since_last_event": [ 0.0, 1.7142857142857142, 0.5714285714285714, 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 5.142857142857143, 1.0, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 4.571428571428571 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 16, 10, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with numerous reviews submitted consistently over time, particularly in the earlier weeks. The \"Kindle Store\" category appears intermittently, often following clusters of \"Books\" reviews. There is a noticeable increase in \"Kindle Store\" reviews around the 7 to 11-week mark, after which the frequency of \"Books\" reviews continues to dominate, with a few later \"Kindle Store\" entries appearing after significant gaps. Overall, the pattern indicates a strong preference for reviewing \"Books,\" with \"Kindle Store\" reviews occurring less frequently and typically after blocks of \"Books\" reviews." }, { "dim_process": 18, "seq_idx": 22, "seq_len": 54, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 2.857142857142857, 3.4285714285714284, 3.5714285714285716, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.142857142857143, 5.571428571428571, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.0, 8.142857142857142, 8.285714285714286, 9.142857142857142, 9.285714285714286, 9.571428571428571, 9.714285714285714, 10.0, 10.571428571428571, 11.0, 11.142857142857142, 11.428571428571429, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.857142857142858, 13.428571428571429, 13.571428571428571, 14.428571428571429, 14.714285714285714, 15.285714285714286, 15.714285714285714, 16.0, 16.857142857142858, 17.428571428571427, 18.0, 18.142857142857142, 19.142857142857142, 19.857142857142858, 21.142857142857142, 21.142857142857142, 22.428571428571427, 22.714285714285715, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.7142857142857142, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 1.0, 0.7142857142857143, 1.2857142857142858, 0.0, 1.2857142857142858, 0.2857142857142857, 3.0 ], "type_event": [ 10, 16, 10, 10, 10, 10, 4, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 14, 10, 12, 10, 16, 15, 10, 10, 2, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 10, 1, 14, 10, 14 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Electronics", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Movies and TV", "Books", "Sports and Outdoors", "Books", "Kindle Store", "Clothing Shoes and Jewelry", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Tools and Home Improvement", "Movies and TV", "Books", "Movies and TV" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline, particularly clustered in the initial weeks and continuing at a steady pace. The user also engages with the \"Kindle Store\" and \"Movies and TV\" categories, but these reviews appear less frequently and are interspersed among the numerous book reviews. Notably, there are a few instances of reviews in \"Electronics,\" \"Home and Kitchen,\" \"Clothing Shoes and Jewelry,\" \"Sports and Outdoors,\" and \"Pet Supplies,\" but these occur sporadically and do not significantly disrupt the overall trend of book reviews. The timeline indicates that the user primarily reviews books in the earlier weeks, with a gradual introduction of other categories later on." }, { "dim_process": 18, "seq_idx": 23, "seq_len": 48, "time_since_start": [ 0.0, 1.4285714285714286, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.142857142857143, 3.7142857142857144, 4.0, 4.428571428571429, 5.0, 5.285714285714286, 6.0, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.428571428571429, 8.857142857142858, 10.0, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.285714285714286, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.0, 13.0, 13.142857142857142, 13.285714285714286, 13.857142857142858, 14.428571428571429, 14.714285714285714, 15.0, 15.857142857142858, 16.428571428571427, 17.0, 17.714285714285715, 18.571428571428573, 22.857142857142858, 23.857142857142858 ], "time_since_last_event": [ 0.0, 1.4285714285714286, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 4.285714285714286, 1.0 ], "type_event": [ 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, 6, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Automotive", "Industrial and Scientific", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which is consistently reviewed throughout the timeline, particularly in the early weeks. Reviews for the \"Kindle Store\" appear intermittently, primarily clustered around the 2-week mark and again around the 18-week mark. Other categories, such as \"Automotive\" and \"Industrial and Scientific,\" are reviewed only once each, both occurring around the 10-week mark. Overall, the trend indicates a strong preference for books, with sporadic interest in Kindle-related products and minimal engagement with other categories." }, { "dim_process": 18, "seq_idx": 24, "seq_len": 53, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 1.1428571428571428, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 4.571428571428571, 4.571428571428571, 6.714285714285714, 6.857142857142857, 6.857142857142857, 8.0, 8.0, 8.0, 8.0, 8.0, 8.285714285714286, 8.428571428571429, 13.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 1.2857142857142858, 0.0, 2.142857142857143, 0.14285714285714285, 0.0, 1.1428571428571428, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 4.571428571428571 ], "type_event": [ 15, 1, 13, 2, 6, 15, 5, 12, 1, 4, 2, 7, 17, 5, 9, 7, 4, 12, 5, 8, 13, 9, 15, 12, 0, 7, 15, 12, 11, 4, 12, 13, 1, 11, 12, 2, 5, 15, 17, 15, 5, 12, 12, 6, 9, 12, 15, 10, 8, 9, 12, 15, 11 ], "type_text": [ "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Patio Lawn and Garden", "Pet Supplies", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Automotive", "Sports and Outdoors", "Tools and Home Improvement", "Electronics", "Pet Supplies", "Grocery and Gourmet Food", "Cell Phones and Accessories", "Automotive", "Office Products", "Grocery and Gourmet Food", "Electronics", "Sports and Outdoors", "Automotive", "Toys and Games", "Patio Lawn and Garden", "Office Products", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Other", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Electronics", "Sports and Outdoors", "Patio Lawn and Garden", "Tools and Home Improvement", "Home and Kitchen", "Sports and Outdoors", "Pet Supplies", "Automotive", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Automotive", "Sports and Outdoors", "Sports and Outdoors", "Industrial and Scientific", "Office Products", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Office Products", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first two weeks, particularly in Clothing, Tools, and Home Improvement. As time progresses, there is a noticeable clustering of reviews in the Sports and Outdoors category, which appears frequently throughout the timeline, especially around the 1.71 to 8.43 week mark. Additionally, Electronics and Automotive reviews are consistently present, with a slight increase in frequency in the later weeks. The reviews for Home and Kitchen appear later in the timeline, specifically at the 13-week mark, indicating a trend of increasing variety over time." }, { "dim_process": 18, "seq_idx": 25, "seq_len": 48, "time_since_start": [ 0.0, 1.4285714285714286, 3.857142857142857, 6.571428571428571, 6.714285714285714, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.714285714285714, 9.857142857142858, 10.0, 10.0, 10.571428571428571, 11.285714285714286, 11.714285714285714, 11.857142857142858, 12.0, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.285714285714286, 13.285714285714286, 13.714285714285714, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.0, 15.142857142857142, 15.571428571428571, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.428571428571427, 16.714285714285715, 17.0, 18.0, 18.142857142857142, 18.714285714285715, 19.0, 19.285714285714285, 22.714285714285715, 23.0, 23.714285714285715 ], "time_since_last_event": [ 0.0, 1.4285714285714286, 2.4285714285714284, 2.7142857142857144, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 3.4285714285714284, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a significant number of reviews submitted over time. The first review occurs at the beginning of the timeline, with a consistent pattern of reviews primarily in the \"Books\" category throughout the sequence. The \"Kindle Store\" reviews appear intermittently, generally clustered around the 8-week mark and again around the 13-week mark, indicating a slight increase in activity in that category at specific intervals. Overall, the reviews are predominantly concentrated in the earlier parts of the timeline, with a gradual tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 26, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.2857142857142858, 1.8571428571428572, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.714285714285714, 5.857142857142857, 5.857142857142857, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.0, 7.142857142857143, 7.428571428571429, 8.142857142857142, 8.857142857142858, 9.285714285714286, 10.714285714285714, 10.857142857142858, 11.857142857142858, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.285714285714286, 14.0, 14.142857142857142, 14.285714285714286, 15.142857142857142, 15.142857142857142, 15.857142857142858, 16.714285714285715, 17.0, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 1.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 5.714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over the initial weeks. The first review of the \"Kindle Store\" category occurs around week 5, followed by additional reviews in that category at weeks 6, 15, and 22. There is a noticeable clustering of \"Books\" reviews, particularly in the early to mid-weeks, while \"Kindle Store\" reviews appear more sporadically and later in the timeline. Overall, the trend indicates a strong initial engagement with \"Books,\" with intermittent reviews of the \"Kindle Store\" interspersed throughout the sequence." }, { "dim_process": 18, "seq_idx": 27, "seq_len": 52, "time_since_start": [ 0.0, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 1.2857142857142858, 2.0, 2.857142857142857, 3.5714285714285716, 4.571428571428571, 5.571428571428571, 6.0, 6.285714285714286, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.857142857142857, 7.571428571428571, 8.285714285714286, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 9.285714285714286, 10.142857142857142, 10.857142857142858, 11.428571428571429, 11.428571428571429, 11.857142857142858, 11.857142857142858, 12.428571428571429, 12.714285714285714, 13.0, 13.285714285714286, 14.0, 14.428571428571429, 15.0, 16.0, 16.571428571428573, 16.714285714285715, 16.714285714285715, 17.285714285714285, 17.285714285714285, 19.285714285714285, 20.571428571428573, 21.0, 21.714285714285715, 22.0, 23.714285714285715, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.0, 0.0, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 0.7142857142857143, 1.0, 1.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.5714285714285714, 0.0, 0.42857142857142855, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 1.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 2.0, 1.2857142857142858, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 1.7142857142857142, 1.7142857142857142 ], "type_event": [ 10, 15, 2, 9, 10, 10, 10, 10, 10, 10, 10, 10, 11, 7, 2, 10, 16, 10, 10, 15, 11, 1, 2, 10, 9, 10, 16, 10, 9, 10, 10, 9, 16, 10, 10, 10, 10, 10, 10, 10, 10, 11, 2, 11, 16, 16, 9, 16, 16, 11, 10, 16 ], "type_text": [ "Books", "Clothing Shoes and Jewelry", "Pet Supplies", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Pet Supplies", "Books", "Kindle Store", "Books", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Pet Supplies", "Books", "Office Products", "Books", "Kindle Store", "Books", "Office Products", "Books", "Books", "Office Products", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Pet Supplies", "Home and Kitchen", "Kindle Store", "Kindle Store", "Office Products", "Kindle Store", "Kindle Store", "Home and Kitchen", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple reviews submitted at various intervals, particularly concentrated in the early weeks. Other categories such as \"Clothing Shoes and Jewelry,\" \"Pet Supplies,\" \"Office Products,\" and \"Home and Kitchen\" appear alongside the reviews for books, but they cluster primarily in the initial weeks and around the eighth week. The \"Kindle Store\" category starts to gain prominence after the seventh week and continues to receive attention, especially in the later weeks. Overall, the reviews trend towards a consistent engagement with books, while other categories are reviewed less frequently and more sporadically." }, { "dim_process": 18, "seq_idx": 28, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 2.0, 2.0, 2.0, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 7.142857142857143, 7.142857142857143, 7.142857142857143, 12.714285714285714 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 1.8571428571428572, 0.0, 0.0, 0.0, 0.0, 3.2857142857142856, 0.0, 0.0, 5.571428571428571 ], "type_event": [ 7, 15, 1, 11, 5, 13, 4, 12, 11, 6, 5, 12, 13, 4, 3, 1, 8, 9, 13, 12, 11, 15, 1, 4, 6, 3, 0, 5, 13, 4, 17, 5, 11, 0, 0, 17, 15, 1, 5, 13 ], "type_text": [ "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Automotive", "Patio Lawn and Garden", "Electronics", "Sports and Outdoors", "Home and Kitchen", "Industrial and Scientific", "Automotive", "Sports and Outdoors", "Patio Lawn and Garden", "Electronics", "Arts Crafts and Sewing", "Tools and Home Improvement", "Toys and Games", "Office Products", "Patio Lawn and Garden", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Electronics", "Industrial and Scientific", "Arts Crafts and Sewing", "Other", "Automotive", "Patio Lawn and Garden", "Electronics", "Cell Phones and Accessories", "Automotive", "Home and Kitchen", "Other", "Other", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Automotive", "Patio Lawn and Garden" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted all at once, indicating an initial burst of activity. Over time, reviews continue to cluster around specific categories, particularly in the first two weeks where multiple reviews for Home and Kitchen, Automotive, and Patio Lawn and Garden are noted. A noticeable gap occurs before a second wave of reviews emerges around week three, with a focus on Automotive and Home and Kitchen. The pattern shows a gradual decrease in frequency and a shift towards specific categories, such as Clothing Shoes and Jewelry and Tools and Home Improvement, later in the timeline. The final review appears significantly later, suggesting a long interval before the user returns to submit feedback in the Patio Lawn and Garden category." }, { "dim_process": 18, "seq_idx": 29, "seq_len": 61, "time_since_start": [ 0.0, 1.0, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 3.0, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.571428571428571, 5.857142857142857, 6.571428571428571, 7.142857142857143, 7.571428571428571, 7.857142857142857, 8.0, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.285714285714286, 12.0, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.857142857142858, 14.0, 14.285714285714286, 14.428571428571429, 14.571428571428571, 15.428571428571429, 16.142857142857142, 16.857142857142858, 17.0, 17.142857142857142, 17.571428571428573, 17.714285714285715, 18.571428571428573, 19.0, 21.0, 21.571428571428573, 22.571428571428573, 24.428571428571427, 25.0 ], "time_since_last_event": [ 0.0, 1.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 2.0, 0.5714285714285714, 1.0, 1.8571428571428572, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Most reviews occur within the first 18 weeks, with a notable cluster of \"Books\" reviews in the early weeks followed by a few reviews in the \"Kindle Store\" category around weeks 5.57, 7.57, 8.0, and 18.57. After week 18, the frequency of reviews continues to be high, primarily in the \"Books\" category, with intermittent reviews in the \"Kindle Store\" occurring at weeks 7.57, 8.0, and 22.57. Overall, the trend indicates a sustained interest in \"Books\" throughout the entire period, with occasional engagement with the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 30, "seq_len": 63, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 3.0, 3.0, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.857142857142857, 3.857142857142857, 3.857142857142857, 4.0, 5.142857142857143, 5.714285714285714, 5.714285714285714, 5.857142857142857, 5.857142857142857, 6.857142857142857, 9.0, 9.0, 9.0, 11.285714285714286, 16.857142857142858, 24.428571428571427, 24.428571428571427, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 1.0, 2.142857142857143, 0.0, 0.0, 2.2857142857142856, 5.571428571428571, 7.571428571428571, 0.0, 0.0 ], "type_event": [ 9, 1, 6, 12, 8, 1, 17, 4, 15, 6, 12, 5, 11, 4, 15, 5, 11, 12, 17, 4, 4, 15, 12, 10, 11, 1, 11, 12, 0, 12, 15, 17, 1, 11, 5, 17, 4, 6, 9, 12, 0, 4, 12, 5, 9, 9, 10, 12, 5, 10, 2, 5, 17, 4, 11, 0, 5, 8, 12, 15, 12, 15, 11 ], "type_text": [ "Office Products", "Tools and Home Improvement", "Industrial and Scientific", "Sports and Outdoors", "Toys and Games", "Tools and Home Improvement", "Cell Phones and Accessories", "Electronics", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Sports and Outdoors", "Automotive", "Home and Kitchen", "Electronics", "Clothing Shoes and Jewelry", "Automotive", "Home and Kitchen", "Sports and Outdoors", "Cell Phones and Accessories", "Electronics", "Electronics", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Sports and Outdoors", "Other", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Tools and Home Improvement", "Home and Kitchen", "Automotive", "Cell Phones and Accessories", "Electronics", "Industrial and Scientific", "Office Products", "Sports and Outdoors", "Other", "Electronics", "Sports and Outdoors", "Automotive", "Office Products", "Office Products", "Books", "Sports and Outdoors", "Automotive", "Books", "Pet Supplies", "Automotive", "Cell Phones and Accessories", "Electronics", "Home and Kitchen", "Other", "Automotive", "Toys and Games", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen" ], "description": "The sequence of product reviews shows an initial burst of activity across various categories, with multiple reviews submitted simultaneously in the first few weeks. As time progresses, there is a noticeable clustering of reviews in the categories of Sports and Outdoors, Electronics, and Automotive, particularly around the 2 to 3-week mark. The reviews continue to be submitted in clusters, with a mix of categories appearing together, especially in the later weeks. Notably, there are several reviews for Clothing Shoes and Jewelry and Home and Kitchen that emerge later in the sequence, indicating a shift in focus as time goes on." }, { "dim_process": 18, "seq_idx": 31, "seq_len": 56, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.1428571428571428, 1.4285714285714286, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.571428571428571, 5.714285714285714, 6.0, 6.142857142857143, 6.857142857142857, 7.285714285714286, 8.0, 8.142857142857142, 8.428571428571429, 8.714285714285714, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.0, 10.428571428571429, 11.0, 11.285714285714286, 12.714285714285714, 14.0, 14.714285714285714, 15.428571428571429, 15.571428571428571, 16.142857142857142, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.0, 17.285714285714285, 17.571428571428573, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.857142857142858, 19.0, 19.142857142857142, 20.0, 21.571428571428573, 21.857142857142858, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 1.4285714285714286, 1.2857142857142858, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.5714285714285714, 0.2857142857142857, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 11, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time, particularly in the initial weeks. The first review in the \"Kindle Store\" category occurs around three and a half weeks in, followed by additional reviews in this category at later intervals. There are clusters of \"Books\" reviews throughout the timeline, especially in the early weeks, while \"Kindle Store\" reviews appear intermittently, suggesting a slight shift in focus at various points. The \"Home and Kitchen\" review appears later in the sequence, indicating a diversification in the review categories as time progresses." }, { "dim_process": 18, "seq_idx": 32, "seq_len": 49, "time_since_start": [ 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.7142857142857144, 3.2857142857142856, 3.7142857142857144, 4.0, 5.142857142857143, 5.571428571428571, 5.714285714285714, 5.714285714285714, 6.428571428571429, 7.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.428571428571429, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.285714285714286, 11.142857142857142, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.285714285714286, 13.0, 13.714285714285714, 14.0, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.571428571428571, 15.714285714285714, 16.285714285714285, 19.714285714285715, 22.857142857142858, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.42857142857142855, 0.0, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.0, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 3.4285714285714284, 3.142857142857143, 0.0 ], "type_event": [ 7, 11, 15, 7, 10, 10, 10, 10, 10, 7, 10, 12, 10, 10, 10, 10, 10, 11, 2, 10, 7, 10, 10, 10, 11, 10, 10, 7, 15, 13, 11, 7, 10, 10, 7, 10, 10, 10, 10, 12, 10, 10, 10, 10, 10, 9, 7, 15, 11 ], "type_text": [ "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Pet Supplies", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Books", "Office Products", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Home and Kitchen" ], "description": "The sequence of product reviews begins with Grocery and Gourmet Food and Home and Kitchen reviews submitted simultaneously at the start. Over the following weeks, there is a notable increase in reviews for Books, which dominate the timeline with clusters occurring from the first week up to around the 16th week. After the peak of Book reviews, there is a resurgence of Grocery and Gourmet Food reviews, along with a few reviews in Clothing Shoes and Jewelry and Home and Kitchen towards the end of the sequence. The pattern shows that Books are consistently reviewed over time, while other categories tend to appear in more isolated clusters." }, { "dim_process": 18, "seq_idx": 33, "seq_len": 43, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.5714285714285714, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.857142857142857, 3.2857142857142856, 4.142857142857143, 4.714285714285714, 5.0, 5.571428571428571, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.428571428571429, 7.714285714285714, 8.428571428571429, 9.571428571428571, 9.714285714285714, 10.428571428571429, 12.428571428571429, 13.142857142857142, 13.428571428571429, 13.714285714285714, 14.428571428571429, 15.0, 15.142857142857142, 15.428571428571429, 16.142857142857142, 16.714285714285715, 17.0, 17.428571428571427, 18.857142857142858, 19.0, 19.857142857142858, 22.571428571428573, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 2.0, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 0.8571428571428571, 2.7142857142857144, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 16, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The initial reviews are concentrated within the first few weeks, primarily in the Books category, followed by a few entries in the Kindle Store around the second week. After this, the user continues to submit a high volume of reviews in the Books category, with a noticeable clustering of reviews occurring throughout the sequence, particularly in the later weeks. The Kindle Store reviews are less frequent and appear only twice within the entire timeframe, indicating a strong preference for reviewing Books over other categories." }, { "dim_process": 18, "seq_idx": 34, "seq_len": 62, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 2.0, 2.0, 2.4285714285714284, 2.4285714285714284, 3.0, 3.0, 3.5714285714285716, 4.714285714285714, 6.428571428571429, 9.857142857142858, 10.571428571428571, 14.571428571428571, 15.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.5714285714285714, 0.0, 0.5714285714285714, 1.1428571428571428, 1.7142857142857142, 3.4285714285714284, 0.7142857142857143, 4.0, 1.2857142857142858 ], "type_event": [ 15, 0, 10, 11, 4, 12, 17, 9, 15, 15, 4, 16, 8, 12, 11, 6, 7, 10, 16, 10, 15, 11, 17, 4, 8, 6, 0, 8, 0, 10, 1, 15, 7, 13, 11, 12, 17, 15, 0, 8, 7, 10, 11, 12, 10, 13, 1, 12, 11, 11, 1, 15, 12, 17, 4, 1, 6, 17, 1, 9, 12, 0 ], "type_text": [ "Clothing Shoes and Jewelry", "Other", "Books", "Home and Kitchen", "Electronics", "Sports and Outdoors", "Cell Phones and Accessories", "Office Products", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Electronics", "Kindle Store", "Toys and Games", "Sports and Outdoors", "Home and Kitchen", "Industrial and Scientific", "Grocery and Gourmet Food", "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Cell Phones and Accessories", "Electronics", "Toys and Games", "Industrial and Scientific", "Other", "Toys and Games", "Other", "Books", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Home and Kitchen", "Sports and Outdoors", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Other", "Toys and Games", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Sports and Outdoors", "Books", "Patio Lawn and Garden", "Tools and Home Improvement", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Cell Phones and Accessories", "Electronics", "Tools and Home Improvement", "Industrial and Scientific", "Cell Phones and Accessories", "Tools and Home Improvement", "Office Products", "Sports and Outdoors", "Other" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the first few weeks, with a notable emphasis on Clothing, Shoes, and Jewelry, as well as Other categories. As time progresses, there is a clustering of reviews around specific categories such as Home and Kitchen, Toys and Games, and Electronics, particularly in the early weeks. Later in the timeline, reviews for Tools and Home Improvement and Sports and Outdoors become more prominent, with significant submissions occurring after the initial weeks. The pattern shows a gradual shift from a broad selection of categories to more focused reviews on specific types over time, with some categories like Cell Phones and Accessories and Sports and Outdoors appearing multiple times throughout the sequence." }, { "dim_process": 18, "seq_idx": 35, "seq_len": 69, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 1.5714285714285714, 2.142857142857143, 2.4285714285714284, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.142857142857143, 5.285714285714286, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 7.0, 7.428571428571429, 7.857142857142857, 8.0, 8.571428571428571, 9.0, 9.142857142857142, 9.571428571428571, 10.0, 10.285714285714286, 10.571428571428571, 11.0, 11.285714285714286, 11.571428571428571, 12.142857142857142, 12.285714285714286, 12.428571428571429, 13.0, 13.142857142857142, 13.285714285714286, 14.0, 14.142857142857142, 14.285714285714286, 14.571428571428571, 15.0, 15.142857142857142, 15.285714285714286, 15.428571428571429, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.428571428571427, 18.0, 18.142857142857142, 18.571428571428573, 18.714285714285715, 18.857142857142858, 19.0, 19.142857142857142, 19.571428571428573, 20.142857142857142, 21.285714285714285, 22.0, 24.428571428571427, 25.142857142857142, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 0.7142857142857143, 2.4285714285714284, 0.7142857142857143, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted over a span of weeks. The reviews begin at week zero and continue steadily, with a notable concentration of activity in the early weeks, particularly within the first 15 weeks. A single review for \"Pet Supplies\" occurs at week 15, but the trend quickly returns to \"Books,\" which continues to dominate the review submissions throughout the timeline. Overall, the reviews are clustered closely together, indicating a sustained interest in books over time, with no significant gaps in activity until later weeks." }, { "dim_process": 18, "seq_idx": 36, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 6.142857142857143, 6.714285714285714, 6.714285714285714, 6.714285714285714, 6.714285714285714, 6.714285714285714, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 12.0, 19.428571428571427, 19.428571428571427, 19.428571428571427, 19.428571428571427, 19.571428571428573, 19.571428571428573, 19.571428571428573, 23.142857142857142, 23.142857142857142, 23.142857142857142, 23.142857142857142, 23.142857142857142, 23.142857142857142, 23.142857142857142, 23.285714285714285, 23.285714285714285, 23.285714285714285, 23.428571428571427, 23.428571428571427, 24.285714285714285, 24.285714285714285, 24.428571428571427, 24.428571428571427, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 6.142857142857143, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 5.142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 7.428571428571429, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 3.5714285714285716, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.8571428571428571, 0.0, 0.14285714285714285, 0.0, 0.0 ], "type_event": [ 0, 11, 1, 1, 12, 15, 7, 11, 4, 12, 11, 8, 7, 1, 15, 12, 11, 13, 1, 15, 11, 15, 1, 4, 1, 9, 12, 8, 15, 11, 0, 11, 12, 7, 15, 4, 15, 12, 7, 4 ], "type_text": [ "Other", "Home and Kitchen", "Tools and Home Improvement", "Tools and Home Improvement", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Home and Kitchen", "Electronics", "Sports and Outdoors", "Home and Kitchen", "Toys and Games", "Grocery and Gourmet Food", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Electronics", "Tools and Home Improvement", "Office Products", "Sports and Outdoors", "Toys and Games", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Home and Kitchen", "Sports and Outdoors", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Electronics", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Grocery and Gourmet Food", "Electronics" ], "description": "The sequence of product reviews begins with a few categories submitted early on, specifically \"Other\" and \"Home and Kitchen.\" As time progresses, there is a notable clustering of reviews in the Tools and Home Improvement category around the 6-week mark. A significant number of reviews are submitted around the 11 to 12-week period, covering a wide range of categories, including Electronics, Sports and Outdoors, and Home and Kitchen. In the later weeks, particularly around 19 to 24 weeks, there is a consistent pattern of reviews across multiple categories, with a continued focus on Home and Kitchen, Clothing Shoes and Jewelry, and Electronics, indicating sustained engagement with these product types over time." }, { "dim_process": 18, "seq_idx": 37, "seq_len": 76, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 2.0, 2.2857142857142856, 2.5714285714285716, 3.0, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.0, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.0, 5.857142857142857, 6.0, 6.428571428571429, 7.0, 7.142857142857143, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 9.0, 10.0, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.428571428571429, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 15.0, 15.285714285714286, 15.285714285714286, 15.857142857142858, 16.0, 16.571428571428573, 16.714285714285715, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 18.0, 18.142857142857142, 18.285714285714285, 19.0, 19.142857142857142, 19.285714285714285, 20.428571428571427, 20.571428571428573, 21.142857142857142, 21.857142857142858, 24.0, 24.285714285714285, 25.0, 25.285714285714285, 25.285714285714285, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 2.142857142857143, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.0, 0.14285714285714285 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews primarily clustered within the first 25 weeks. The reviews for \"Books\" dominate the timeline, occurring frequently and consistently throughout the entire period. The \"Kindle Store\" reviews appear less frequently, with notable entries at around weeks 0.43, 15.29, and 25.29, suggesting they are interspersed among the predominantly \"Books\" reviews. Overall, the trend indicates a sustained engagement with books, with the occasional review of the Kindle Store occurring later in the sequence." }, { "dim_process": 18, "seq_idx": 38, "seq_len": 46, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.857142857142857, 3.0, 3.142857142857143, 3.7142857142857144, 4.0, 4.571428571428571, 4.857142857142857, 5.142857142857143, 6.0, 6.714285714285714, 7.0, 7.714285714285714, 7.857142857142857, 9.0, 9.285714285714286, 10.0, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.0, 11.142857142857142, 11.714285714285714, 12.285714285714286, 13.714285714285714, 14.0, 14.714285714285714, 14.857142857142858, 15.0, 15.857142857142858, 16.0, 16.428571428571427, 17.0, 17.714285714285715, 20.0, 21.0, 22.0, 23.0, 23.857142857142858, 24.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.4285714285714286, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 2.2857142857142856, 1.0, 1.0, 1.0, 0.8571428571428571, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 11, 8, 10, 10, 10, 4, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Home and Kitchen", "Toys and Games", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, with the majority of reviews consistently submitted over a prolonged period. Initially, there is a slight diversification with reviews for \"Home and Kitchen\" and \"Toys and Games\" appearing around the two-week mark, but these are quickly followed by a return to reviewing books. The reviews for books are densely clustered, particularly between weeks 1 and 24, indicating a sustained interest in this category throughout the entire timeline. Other categories appear infrequently and do not significantly disrupt the overall trend of reviewing books." }, { "dim_process": 18, "seq_idx": 39, "seq_len": 40, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.857142857142857, 3.142857142857143, 3.857142857142857, 4.142857142857143, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.857142857142857, 6.714285714285714, 7.285714285714286, 7.857142857142857, 8.857142857142858, 9.0, 9.142857142857142, 13.0, 13.142857142857142, 13.285714285714286, 14.285714285714286, 14.857142857142858, 14.857142857142858, 15.714285714285714, 15.857142857142858, 16.857142857142858, 17.857142857142858, 18.714285714285715, 20.857142857142858, 21.857142857142858, 22.714285714285715, 22.857142857142858, 23.857142857142858, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 1.0, 0.14285714285714285, 0.14285714285714285, 3.857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.5714285714285714, 0.0, 0.8571428571428571, 0.14285714285714285, 1.0, 1.0, 0.8571428571428571, 2.142857142857143, 1.0, 0.8571428571428571, 0.14285714285714285, 1.0, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong initial focus on the \"Books\" category, with multiple reviews submitted within the first few weeks. A single review for \"Grocery and Gourmet Food\" appears around the 2-week mark, but the trend quickly returns to \"Books,\" which continues to dominate the review submissions throughout the timeline. There is a notable clustering of reviews in the \"Books\" category, particularly in the early weeks and again in later weeks, with a consistent pattern of reviews occurring at regular intervals. The sequence includes a brief mention of the \"Kindle Store\" around the 15-week mark, but the overall trend remains heavily weighted towards \"Books\" throughout the entire period." }, { "dim_process": 18, "seq_idx": 40, "seq_len": 40, "time_since_start": [ 0.0, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 3.4285714285714284, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.0, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.428571428571429, 9.428571428571429, 9.857142857142858, 10.0, 10.0, 10.571428571428571, 12.0, 14.714285714285714, 14.714285714285714, 14.714285714285714, 16.0, 16.714285714285715, 17.285714285714285, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.285714285714285, 18.857142857142858, 19.0, 19.142857142857142, 20.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 2.142857142857143, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 1.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.5714285714285714, 1.4285714285714286, 2.7142857142857144, 0.0, 0.0, 1.2857142857142858, 0.7142857142857143, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714 ], "type_event": [ 10, 16, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 14, 16, 3, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 16, 10, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Movies and TV", "Kindle Store", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on Books and the Kindle Store, with multiple reviews submitted in these categories during the initial weeks. As time progresses, there is a noticeable clustering of Books reviews, particularly between weeks 4 and 10, alongside intermittent Kindle Store reviews. After week 12, the user diversifies into Movies and TV, while continuing to review Books and the Kindle Store frequently. The latter part of the sequence shows a sustained engagement with the Kindle Store, indicating a pattern of alternating between the two categories, with Books remaining the predominant focus throughout the timeline." }, { "dim_process": 18, "seq_idx": 41, "seq_len": 51, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.8571428571428572, 4.857142857142857, 4.857142857142857, 4.857142857142857, 5.0, 6.0, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 9.714285714285714, 9.714285714285714, 9.714285714285714, 10.571428571428571, 10.571428571428571, 10.571428571428571, 10.571428571428571, 10.714285714285714, 10.714285714285714, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 3.0, 0.0, 0.0, 0.14285714285714285, 1.0, 2.857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 6.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 1, 15, 14, 12, 11, 9, 5, 4, 3, 17, 2, 5, 8, 11, 12, 2, 0, 1, 4, 5, 4, 1, 2, 5, 1, 11, 1, 10, 9, 0, 6, 5, 9, 15, 1, 15, 5, 1, 11, 10, 0, 6, 11, 1, 12, 0, 13, 4, 15, 5, 8 ], "type_text": [ "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Movies and TV", "Sports and Outdoors", "Home and Kitchen", "Office Products", "Automotive", "Electronics", "Arts Crafts and Sewing", "Cell Phones and Accessories", "Pet Supplies", "Automotive", "Toys and Games", "Home and Kitchen", "Sports and Outdoors", "Pet Supplies", "Other", "Tools and Home Improvement", "Electronics", "Automotive", "Electronics", "Tools and Home Improvement", "Pet Supplies", "Automotive", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Books", "Office Products", "Other", "Industrial and Scientific", "Automotive", "Office Products", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Automotive", "Tools and Home Improvement", "Home and Kitchen", "Books", "Other", "Industrial and Scientific", "Home and Kitchen", "Tools and Home Improvement", "Sports and Outdoors", "Other", "Patio Lawn and Garden", "Electronics", "Clothing Shoes and Jewelry", "Automotive", "Toys and Games" ], "description": "The sequence of product reviews begins with a variety of categories being reviewed simultaneously at the start, with all initial reviews occurring within the first week. As time progresses, there is a noticeable clustering of reviews around the one-week mark, particularly in categories such as Automotive, Home and Kitchen, and Tools and Home Improvement. After a significant gap, reviews resume around the five-week mark, predominantly in Electronics and Tools and Home Improvement. The pattern continues with a resurgence of reviews around the nine-week mark, where categories like Office Products and Clothing Shoes and Jewelry are highlighted, followed by another cluster of reviews at the sixteen-week mark that includes a diverse range of categories, indicating a broadening of interests over time." }, { "dim_process": 18, "seq_idx": 42, "seq_len": 50, "time_since_start": [ 0.0, 0.5714285714285714, 1.0, 1.1428571428571428, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.0, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.0, 5.428571428571429, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.0, 8.285714285714286, 9.0, 9.142857142857142, 9.571428571428571, 9.857142857142858, 10.0, 11.857142857142858, 12.285714285714286, 12.571428571428571, 12.571428571428571, 12.714285714285714, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.285714285714286, 15.285714285714286, 15.428571428571429, 16.0, 16.142857142857142, 17.142857142857142, 17.571428571428573, 18.0, 18.285714285714285, 19.0, 19.142857142857142, 23.857142857142858, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.8571428571428572, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 4.714285714285714, 0.0 ], "type_event": [ 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with entries in the Kindle Store and Books categories clustered closely together in the initial weeks. Over the first few weeks, there is a predominance of reviews in the Books category, with occasional reviews in the Kindle Store. As time progresses, the frequency of reviews remains high for Books, while reviews for the Kindle Store appear less frequently, primarily at specific intervals. Towards the end of the sequence, there is a notable return to the Kindle Store, with two reviews occurring in close succession, followed by a final review in the Books category. Overall, the trend shows a sustained focus on Books, with intermittent reviews for the Kindle Store primarily at the beginning and end of the timeline." }, { "dim_process": 18, "seq_idx": 43, "seq_len": 54, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.0, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.0, 5.714285714285714, 5.857142857142857, 6.571428571428571, 6.714285714285714, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.142857142857142, 8.285714285714286, 9.0, 9.428571428571429, 10.0, 10.142857142857142, 10.285714285714286, 11.142857142857142, 11.428571428571429, 12.0, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.0, 13.142857142857142, 13.857142857142858, 14.857142857142858, 15.0, 15.714285714285714, 15.714285714285714, 16.142857142857142, 16.714285714285715, 17.142857142857142, 17.571428571428573, 17.857142857142858, 18.0, 18.142857142857142, 18.428571428571427, 18.571428571428573, 18.857142857142858, 20.142857142857142, 20.571428571428573, 21.285714285714285, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted in this category throughout the entire timeline. Reviews begin at week zero and continue at a steady pace, with notable clusters occurring in the early weeks and again around weeks 12 to 18. A single review for the \"Kindle Store\" appears at week 15, but the trend remains heavily weighted towards \"Books.\" The only deviation from this pattern occurs at week 21, where a review for \"Pet Supplies\" is submitted, indicating a brief expansion into a different category. Overall, the reviews are primarily concentrated in the \"Books\" category, with minimal diversification occurring later in the timeline." }, { "dim_process": 18, "seq_idx": 44, "seq_len": 69, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.8571428571428572, 2.2857142857142856, 2.857142857142857, 3.0, 3.5714285714285716, 3.857142857142857, 4.0, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.714285714285714, 5.857142857142857, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.857142857142858, 10.0, 10.142857142857142, 10.428571428571429, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.0, 12.0, 12.714285714285714, 13.0, 13.142857142857142, 13.285714285714286, 13.714285714285714, 13.714285714285714, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.714285714285714, 16.0, 16.571428571428573, 16.857142857142858, 17.285714285714285, 17.285714285714285, 17.857142857142858, 19.0, 19.428571428571427, 20.428571428571427, 20.857142857142858, 21.0, 21.0, 21.285714285714285, 21.571428571428573, 22.0, 22.142857142857142, 22.571428571428573, 22.571428571428573, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.0, 0.5714285714285714, 1.1428571428571428, 0.42857142857142855, 1.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.0, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Most reviews occur in the \"Books\" category during the initial weeks, with a few instances of \"Kindle Store\" reviews emerging intermittently. As time progresses, there are clusters of \"Kindle Store\" reviews appearing around the 4-week, 12-week, and 19-week marks, but they remain less frequent compared to the continuous stream of \"Books\" reviews. The timeline indicates that the user primarily engages with books early on, with occasional shifts to the Kindle Store, particularly in later weeks." }, { "dim_process": 18, "seq_idx": 45, "seq_len": 41, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.0, 2.0, 2.2857142857142856, 2.5714285714285716, 3.2857142857142856, 3.5714285714285716, 4.714285714285714, 5.571428571428571, 6.142857142857143, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.428571428571429, 7.857142857142857, 8.0, 8.285714285714286, 8.857142857142858, 9.857142857142858, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.0, 12.285714285714286, 13.142857142857142, 13.714285714285714, 14.571428571428571, 14.714285714285714, 14.857142857142858, 16.142857142857142, 18.142857142857142, 18.571428571428573, 18.857142857142858, 19.0, 19.857142857142858, 20.142857142857142, 21.142857142857142, 21.714285714285715, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.0, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 1.1428571428571428, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 2.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 1.0, 0.5714285714285714, 2.5714285714285716 ], "type_event": [ 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10 ], "type_text": [ "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a review in the Clothing, Shoes, and Jewelry category, followed by a series of reviews predominantly in the Books category. The initial review occurs at the start of the timeline, with a noticeable cluster of book reviews occurring from the first week onward, continuing consistently for several weeks. The frequency of book reviews peaks during the early to mid-period, with a significant number submitted in close succession. A second review in the Clothing, Shoes, and Jewelry category appears later in the timeline, indicating a return to that category after an extended period of focusing on books. Overall, the trend shows a strong emphasis on book reviews, with the clothing category receiving attention only at the beginning and end of the sequence." }, { "dim_process": 18, "seq_idx": 46, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.4285714285714286, 1.5714285714285714, 2.7142857142857144, 3.2857142857142856, 4.0, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.428571428571429, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.428571428571429, 9.571428571428571, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.142857142857142, 12.428571428571429, 13.0, 13.428571428571429, 13.714285714285714, 14.428571428571429, 14.857142857142858, 16.142857142857142, 16.714285714285715, 16.857142857142858, 18.142857142857142, 18.571428571428573, 21.142857142857142, 24.714285714285715, 25.142857142857142, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 2.5714285714285716, 3.5714285714285716, 0.42857142857142855, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted throughout the timeline. The reviews for \"Kindle Store\" appear intermittently, primarily clustered around the early and later parts of the sequence. Notably, the initial weeks are heavily weighted towards \"Books,\" with a gradual introduction of \"Kindle Store\" reviews occurring after several weeks, followed by a return to predominantly \"Books\" reviews in the later stages. Overall, the pattern indicates a consistent preference for \"Books\" with occasional reviews of \"Kindle Store\" interspersed." }, { "dim_process": 18, "seq_idx": 47, "seq_len": 43, "time_since_start": [ 0.0, 2.0, 3.142857142857143, 3.7142857142857144, 5.0, 5.285714285714286, 6.285714285714286, 6.285714285714286, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.0, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.571428571428571, 10.142857142857142, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.428571428571429, 12.714285714285714, 14.428571428571429, 14.571428571428571, 14.857142857142858, 16.571428571428573, 17.142857142857142, 17.285714285714285, 17.571428571428573, 18.857142857142858, 19.571428571428573, 20.428571428571427, 21.428571428571427, 23.857142857142858, 24.428571428571427 ], "time_since_last_event": [ 0.0, 2.0, 1.1428571428571428, 0.5714285714285714, 1.2857142857142858, 0.2857142857142857, 1.0, 0.0, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.7142857142857143, 0.8571428571428571, 1.0, 2.4285714285714284, 0.5714285714285714 ], "type_event": [ 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with numerous reviews submitted consistently over time, particularly in the early weeks. Reviews for the \"Kindle Store\" category appear less frequently and are interspersed among the book reviews, often occurring after several weeks of book reviews. Notably, there are clusters of reviews for both categories, with the majority of \"Books\" reviews concentrated in the initial weeks, while \"Kindle Store\" reviews tend to emerge at intervals throughout the timeline. Overall, the pattern indicates a sustained interest in books, with occasional shifts to the Kindle Store at specific points." }, { "dim_process": 18, "seq_idx": 48, "seq_len": 70, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 1.4285714285714286, 1.4285714285714286, 1.8571428571428572, 2.0, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 3.142857142857143, 4.142857142857143, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.142857142857143, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.428571428571429, 8.428571428571429, 8.714285714285714, 8.714285714285714, 8.857142857142858, 8.857142857142858, 9.142857142857142, 9.142857142857142, 9.571428571428571, 9.571428571428571, 9.571428571428571, 9.714285714285714, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.142857142857142, 10.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.571428571428571, 12.0, 13.0, 13.142857142857142, 13.571428571428571, 15.428571428571429, 15.714285714285714, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.285714285714285, 17.857142857142858, 17.857142857142858, 18.0, 18.428571428571427, 18.428571428571427, 18.857142857142858, 20.0, 20.0, 20.285714285714285, 20.714285714285715, 20.857142857142858, 21.571428571428573, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.8571428571428571, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 1.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.0, 2.142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 1.0, 0.14285714285714285, 0.42857142857142855, 1.8571428571428572, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 1.1428571428571428, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857 ], "type_event": [ 12, 3, 15, 0, 11, 11, 3, 11, 2, 1, 4, 9, 4, 9, 2, 10, 9, 11, 12, 12, 11, 7, 15, 7, 15, 0, 11, 12, 7, 0, 11, 1, 2, 6, 0, 1, 10, 1, 3, 0, 0, 11, 14, 0, 1, 13, 9, 5, 0, 15, 4, 1, 11, 13, 1, 15, 15, 4, 1, 9, 2, 4, 13, 4, 15, 1, 2, 8, 11, 1 ], "type_text": [ "Sports and Outdoors", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Home and Kitchen", "Arts Crafts and Sewing", "Home and Kitchen", "Pet Supplies", "Tools and Home Improvement", "Electronics", "Office Products", "Electronics", "Office Products", "Pet Supplies", "Books", "Office Products", "Home and Kitchen", "Sports and Outdoors", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Sports and Outdoors", "Grocery and Gourmet Food", "Other", "Home and Kitchen", "Tools and Home Improvement", "Pet Supplies", "Industrial and Scientific", "Other", "Tools and Home Improvement", "Books", "Tools and Home Improvement", "Arts Crafts and Sewing", "Other", "Other", "Home and Kitchen", "Movies and TV", "Other", "Tools and Home Improvement", "Patio Lawn and Garden", "Office Products", "Automotive", "Other", "Clothing Shoes and Jewelry", "Electronics", "Tools and Home Improvement", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Electronics", "Tools and Home Improvement", "Office Products", "Pet Supplies", "Electronics", "Patio Lawn and Garden", "Electronics", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Pet Supplies", "Toys and Games", "Home and Kitchen", "Tools and Home Improvement" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Sports and Outdoors and Arts Crafts and Sewing, occurring within the first week. As time progresses, there is a noticeable clustering of reviews in the Home and Kitchen category, particularly between weeks 1 and 5. Electronics and Tools and Home Improvement reviews appear more frequently in the later weeks, especially after week 10. Additionally, there is a trend of revisiting certain categories, such as Clothing Shoes and Jewelry and Pet Supplies, which appear multiple times throughout the sequence, indicating a recurring interest over time." }, { "dim_process": 18, "seq_idx": 49, "seq_len": 73, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.142857142857143, 4.0, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.0, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 7.428571428571429, 7.714285714285714, 8.0, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.857142857142858, 11.0, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.0, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.142857142857142, 14.857142857142858, 15.857142857142858, 16.0, 16.285714285714285, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.714285714285715, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.714285714285715, 19.428571428571427, 19.857142857142858, 21.0, 21.142857142857142, 21.714285714285715, 23.571428571428573, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.7142857142857143, 1.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 1.8571428571428572, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which is consistently reviewed throughout the timeline, particularly in the initial weeks. Reviews for the \"Kindle Store\" category appear intermittently, primarily clustered around specific weeks, notably after several weeks of continuous book reviews. The transition to reviewing the Kindle Store occurs after a significant number of book reviews, indicating a shift in focus, but the majority of reviews remain centered on books, with only occasional entries for the Kindle Store. Overall, the pattern shows a strong emphasis on books early on, with Kindle Store reviews emerging later in the sequence." }, { "dim_process": 18, "seq_idx": 50, "seq_len": 91, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.285714285714286, 8.571428571428571, 9.142857142857142, 9.285714285714286, 9.571428571428571, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 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[ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The initial reviews are concentrated in the first few weeks, primarily in the \"Books\" category, with a few reviews for the \"Kindle Store\" appearing intermittently. As the timeline progresses, reviews for \"Books\" continue to be the majority, while reviews for the \"Kindle Store\" tend to cluster at specific intervals, particularly around the 4-week, 18-week, and 21-week marks. Overall, the trend indicates a sustained engagement with \"Books,\" punctuated by periodic reviews of the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 51, "seq_len": 52, "time_since_start": [ 0.0, 0.0, 0.0, 0.7142857142857143, 1.1428571428571428, 1.8571428571428572, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.4285714285714284, 3.4285714285714284, 3.7142857142857144, 3.7142857142857144, 4.857142857142857, 5.0, 5.142857142857143, 5.142857142857143, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.857142857142857, 6.714285714285714, 7.714285714285714, 7.857142857142857, 9.142857142857142, 10.714285714285714, 11.285714285714286, 11.857142857142858, 12.0, 12.428571428571429, 12.428571428571429, 13.0, 15.142857142857142, 15.142857142857142, 15.714285714285714, 15.714285714285714, 16.0, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 17.0, 17.142857142857142, 17.428571428571427, 17.571428571428573, 17.571428571428573, 18.0, 18.285714285714285, 19.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 0.8571428571428571, 1.0, 0.14285714285714285, 1.2857142857142858, 1.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.0, 0.5714285714285714, 2.142857142857143, 0.0, 0.5714285714285714, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 11, 7, 6, 11, 11, 11, 13, 11, 1, 2, 5, 11, 2, 6, 13, 15, 11, 11, 13, 11, 15, 13, 2, 1, 13, 11, 11, 12, 15, 11, 15, 5, 12, 11, 15, 1, 11, 5, 11, 12, 1, 1, 1, 1, 6, 6, 6, 5, 1, 5, 6, 6 ], "type_text": [ "Home and Kitchen", "Grocery and Gourmet Food", "Industrial and Scientific", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Patio Lawn and Garden", "Home and Kitchen", "Tools and Home Improvement", "Pet Supplies", "Automotive", "Home and Kitchen", "Pet Supplies", "Industrial and Scientific", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Patio Lawn and Garden", "Home and Kitchen", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Pet Supplies", "Tools and Home Improvement", "Patio Lawn and Garden", "Home and Kitchen", "Home and Kitchen", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Automotive", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Automotive", "Home and Kitchen", "Sports and Outdoors", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Industrial and Scientific", "Industrial and Scientific", "Industrial and Scientific", "Automotive", "Tools and Home Improvement", "Automotive", "Industrial and Scientific", "Industrial and Scientific" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on Home and Kitchen products in the early weeks, with a notable concentration of reviews in this category during the first month. As time progresses, there is a diversification into other categories such as Patio Lawn and Garden, Pet Supplies, and Automotive, particularly around the third week. Later in the timeline, there is a significant increase in reviews for Tools and Home Improvement, which clusters around the 16th week, alongside a continued presence of Industrial and Scientific reviews. Overall, the trend indicates an initial focus on Home and Kitchen products, followed by a gradual expansion into a wider variety of categories over time." }, { "dim_process": 18, "seq_idx": 52, "seq_len": 60, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.0, 1.8571428571428572, 2.0, 2.4285714285714284, 3.7142857142857144, 4.0, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.0, 6.714285714285714, 7.0, 7.0, 7.428571428571429, 7.571428571428571, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.0, 9.142857142857142, 9.285714285714286, 10.0, 11.0, 11.142857142857142, 11.428571428571429, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.0, 14.142857142857142, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.571428571428571, 16.571428571428573, 16.857142857142858, 17.428571428571427, 17.714285714285715, 18.0, 18.142857142857142, 20.428571428571427, 22.428571428571427, 22.714285714285715, 22.857142857142858, 23.0, 23.142857142857142, 23.571428571428573, 24.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 2.2857142857142856, 2.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 16, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews in the \"Books\" category, particularly concentrated in the early weeks. The initial reviews are almost exclusively for \"Books,\" with a notable transition to \"Kindle Store\" reviews starting around the third week. There are several clusters of \"Kindle Store\" reviews interspersed throughout the timeline, particularly evident around the 3rd, 7th, and 20th weeks. Overall, \"Books\" reviews dominate the sequence, while \"Kindle Store\" reviews appear more sporadically, suggesting a trend of consistent engagement with books, with occasional interest in Kindle-related products." }, { "dim_process": 18, "seq_idx": 53, "seq_len": 48, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 2.0, 2.4285714285714284, 2.7142857142857144, 3.0, 3.4285714285714284, 3.857142857142857, 4.0, 4.571428571428571, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.285714285714286, 7.285714285714286, 8.0, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.0, 9.428571428571429, 9.714285714285714, 10.142857142857142, 10.857142857142858, 11.0, 11.714285714285714, 12.0, 12.142857142857142, 12.714285714285714, 13.142857142857142, 13.571428571428571, 13.714285714285714, 14.428571428571429, 14.857142857142858, 15.142857142857142, 15.428571428571429, 16.142857142857142, 17.428571428571427, 17.571428571428573, 17.714285714285715, 21.142857142857142, 22.571428571428573, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.0, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 3.4285714285714284, 1.4285714285714286, 1.7142857142857142 ], "type_event": [ 10, 10, 5, 16, 10, 10, 10, 10, 10, 7, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 14, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Automotive", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, with the majority of reviews submitted consistently over time. The first review occurs within the first week, and reviews in this category continue to dominate throughout the sequence, with only a few instances of other categories such as \"Automotive,\" \"Kindle Store,\" \"Grocery and Gourmet Food,\" and \"Movies and TV.\" Reviews for \"Kindle Store\" appear twice, both occurring after several weeks of predominantly \"Books\" reviews. The review activity appears to cluster heavily around the \"Books\" category, particularly in the earlier weeks, with a notable continuation of reviews in this category well into the later weeks." }, { "dim_process": 18, "seq_idx": 54, "seq_len": 48, "time_since_start": [ 0.0, 0.14285714285714285, 1.2857142857142858, 1.4285714285714286, 3.0, 3.142857142857143, 4.428571428571429, 4.857142857142857, 6.0, 6.428571428571429, 6.857142857142857, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.0, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.0, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.0, 11.285714285714286, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 14.0, 14.142857142857142, 14.285714285714286, 14.857142857142858, 15.0, 15.142857142857142, 16.285714285714285, 17.428571428571427, 17.571428571428573, 18.428571428571427, 18.714285714285715, 20.0, 20.142857142857142, 21.857142857142858, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 1.1428571428571428, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 1.7142857142857142, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews in the \"Books\" category, with a consistent pattern of submissions over time. The reviews are clustered closely together, especially in the earlier weeks, with a notable frequency of submissions occurring in the first 12 weeks. As time progresses, the frequency of reviews appears to taper off, with fewer submissions occurring in the later weeks compared to the initial period. Overall, the user demonstrates a sustained engagement with book reviews, primarily concentrated in the first half of the timeline." }, { "dim_process": 18, "seq_idx": 55, "seq_len": 50, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 2.142857142857143, 2.4285714285714284, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.0, 6.285714285714286, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.428571428571429, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.0, 9.142857142857142, 9.857142857142858, 10.285714285714286, 10.571428571428571, 11.285714285714286, 13.285714285714286, 14.142857142857142, 14.285714285714286, 14.714285714285714, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.857142857142858, 17.142857142857142, 17.857142857142858, 18.285714285714285, 20.857142857142858, 21.857142857142858, 22.714285714285715, 23.142857142857142, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 1.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 2.0, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 2.5714285714285716, 1.0, 0.8571428571428571, 0.42857142857142855, 0.0 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant concentration of reviews occurring within the first 18 weeks. The reviews for \"Kindle Store\" appear sporadically, primarily clustered around the early weeks and again towards the end of the sequence. After an initial surge in \"Books\" reviews, there is a noticeable gap before a few \"Kindle Store\" reviews are submitted, indicating a shift in focus later in the timeline. Overall, the majority of reviews are consistently for \"Books,\" with \"Kindle Store\" reviews appearing less frequently and primarily in specific intervals." }, { "dim_process": 18, "seq_idx": 56, "seq_len": 62, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 1.8571428571428572, 2.0, 2.142857142857143, 2.857142857142857, 3.142857142857143, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.285714285714286, 4.571428571428571, 5.0, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.571428571428571, 6.714285714285714, 6.714285714285714, 6.857142857142857, 7.857142857142857, 8.0, 8.0, 8.142857142857142, 9.0, 9.142857142857142, 9.285714285714286, 9.571428571428571, 9.714285714285714, 10.0, 10.428571428571429, 10.428571428571429, 11.142857142857142, 11.857142857142858, 11.857142857142858, 12.0, 13.142857142857142, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.285714285714286, 16.0, 16.142857142857142, 16.428571428571427, 17.142857142857142, 17.571428571428573, 21.714285714285715, 23.142857142857142, 24.428571428571427, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 1.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.7142857142857143, 0.7142857142857143, 0.0, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 4.142857142857143, 1.4285714285714286, 1.2857142857142858, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, especially in the early weeks. Reviews for the \"Kindle Store\" category appear less frequently and tend to cluster in specific periods, particularly around the 3-week, 5-week, and 10-week marks. As time progresses, the frequency of \"Books\" reviews remains high, while \"Kindle Store\" reviews become more concentrated towards the later weeks, indicating a shift in review focus. Overall, the pattern reveals a sustained interest in books, with intermittent reviews for the Kindle Store primarily occurring at specific intervals." }, { "dim_process": 18, "seq_idx": 57, "seq_len": 51, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.857142857142857, 3.4285714285714284, 3.857142857142857, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.0, 5.285714285714286, 5.571428571428571, 6.142857142857143, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.285714285714286, 8.857142857142858, 9.285714285714286, 9.571428571428571, 10.285714285714286, 10.714285714285714, 11.857142857142858, 12.857142857142858, 13.0, 13.142857142857142, 13.857142857142858, 14.0, 16.142857142857142, 16.285714285714285, 16.857142857142858, 17.0, 17.285714285714285, 17.714285714285715, 17.857142857142858, 18.285714285714285, 18.857142857142858, 19.285714285714285, 21.142857142857142, 22.428571428571427, 23.857142857142858, 24.142857142857142, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 1.1428571428571428, 1.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 2.142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 1.8571428571428572, 1.2857142857142858, 1.4285714285714286, 0.2857142857142857, 0.0 ], "type_event": [ 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The user begins by reviewing books in the initial weeks, with a few entries for the \"Kindle Store\" occurring around the 1.43-week mark. After the initial reviews, there is a notable cluster of book reviews that continues for several weeks, with sporadic entries for the Kindle Store at specific points. The review activity appears to maintain a steady pace, with a significant number of entries concentrated in the early and middle weeks, followed by a gradual tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 58, "seq_len": 50, "time_since_start": [ 0.0, 0.8571428571428571, 1.7142857142857142, 1.8571428571428572, 3.4285714285714284, 4.0, 4.428571428571429, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.142857142857142, 8.714285714285714, 8.857142857142858, 9.714285714285714, 10.142857142857142, 10.714285714285714, 11.0, 11.571428571428571, 11.714285714285714, 12.285714285714286, 12.428571428571429, 12.714285714285714, 13.428571428571429, 13.714285714285714, 13.714285714285714, 14.0, 14.428571428571429, 14.714285714285714, 15.571428571428571, 15.714285714285714, 16.0, 16.428571428571427, 17.285714285714285, 17.285714285714285, 17.714285714285715, 18.142857142857142, 19.285714285714285, 19.428571428571427, 19.714285714285715, 20.142857142857142, 20.714285714285715, 21.142857142857142, 21.285714285714285, 21.714285714285715, 21.857142857142858, 22.428571428571427, 22.714285714285715, 22.857142857142858, 23.0, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 1.5714285714285714, 0.5714285714285714, 0.42857142857142855, 2.7142857142857144, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.0, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with a consistent frequency of reviews submitted over time. Most reviews occur within the first 24 weeks, with a notable cluster of reviews concentrated in the initial weeks. The first instance of reviews for the \"Kindle Store\" appears around the 13-week mark, while \"Home and Kitchen\" reviews are introduced later, at around 17 weeks and again at 23 weeks. Overall, the majority of reviews are for books, with other categories appearing infrequently and later in the sequence." }, { "dim_process": 18, "seq_idx": 59, "seq_len": 55, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.857142857142857, 3.857142857142857, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.714285714285714, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.571428571428571, 9.428571428571429, 10.142857142857142, 10.142857142857142, 18.285714285714285, 20.285714285714285, 20.285714285714285, 20.285714285714285, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 1.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 3.142857142857143, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.8571428571428571, 0.7142857142857143, 0.0, 8.142857142857142, 2.0, 0.0, 0.0, 1.5714285714285714 ], "type_event": [ 11, 15, 1, 5, 8, 15, 1, 11, 4, 7, 15, 11, 3, 15, 11, 14, 15, 11, 12, 11, 7, 13, 12, 1, 6, 12, 11, 7, 4, 1, 1, 7, 8, 7, 4, 11, 13, 12, 14, 15, 1, 9, 0, 11, 15, 11, 17, 15, 9, 7, 7, 7, 15, 11, 11 ], "type_text": [ "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Automotive", "Toys and Games", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Electronics", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Home and Kitchen", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Home and Kitchen", "Movies and TV", "Clothing Shoes and Jewelry", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Sports and Outdoors", "Tools and Home Improvement", "Industrial and Scientific", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Electronics", "Tools and Home Improvement", "Tools and Home Improvement", "Grocery and Gourmet Food", "Toys and Games", "Grocery and Gourmet Food", "Electronics", "Home and Kitchen", "Patio Lawn and Garden", "Sports and Outdoors", "Movies and TV", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Office Products", "Other", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Office Products", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first week, with a noticeable emphasis on Clothing Shoes and Jewelry, Home and Kitchen, and Tools and Home Improvement. As time progresses, there is a trend of clustering reviews around Grocery and Gourmet Food, particularly evident in the later weeks, with multiple reviews concentrated in this category. Additionally, Clothing Shoes and Jewelry and Home and Kitchen continue to receive attention throughout the timeline, with peaks occurring at various intervals. The reviews show a gradual increase in the variety of categories over time, with a notable resurgence in reviews for Grocery and Gourmet Food in the later weeks." }, { "dim_process": 18, "seq_idx": 60, "seq_len": 50, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 3.857142857142857, 3.857142857142857, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 5.428571428571429, 6.857142857142857, 6.857142857142857, 7.0, 7.571428571428571, 8.0, 8.0, 8.714285714285714, 9.714285714285714, 9.714285714285714, 10.428571428571429, 12.428571428571429, 12.428571428571429, 12.428571428571429, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.428571428571429, 13.428571428571429, 13.714285714285714, 15.857142857142858, 15.857142857142858, 18.857142857142858, 18.857142857142858, 19.0, 19.428571428571427, 21.428571428571427, 21.428571428571427, 21.428571428571427, 22.0, 22.0, 23.428571428571427, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 2.142857142857143, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 1.0, 1.4285714285714286, 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.0, 0.7142857142857143, 1.0, 0.0, 0.7142857142857143, 2.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 2.142857142857143, 0.0, 3.0, 0.0, 0.14285714285714285, 0.42857142857142855, 2.0, 0.0, 0.0, 0.5714285714285714, 0.0, 1.4285714285714286, 0.2857142857142857 ], "type_event": [ 11, 14, 0, 10, 0, 10, 0, 10, 0, 14, 14, 10, 10, 14, 4, 11, 0, 10, 4, 10, 0, 14, 10, 4, 10, 16, 10, 10, 16, 0, 10, 14, 10, 10, 16, 14, 16, 16, 10, 16, 0, 0, 14, 9, 11, 8, 14, 16, 16, 10 ], "type_text": [ "Home and Kitchen", "Movies and TV", "Other", "Books", "Other", "Books", "Other", "Books", "Other", "Movies and TV", "Movies and TV", "Books", "Books", "Movies and TV", "Electronics", "Home and Kitchen", "Other", "Books", "Electronics", "Books", "Other", "Movies and TV", "Books", "Electronics", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Other", "Books", "Movies and TV", "Books", "Books", "Kindle Store", "Movies and TV", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Other", "Other", "Movies and TV", "Office Products", "Home and Kitchen", "Toys and Games", "Movies and TV", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the first week, predominantly featuring Home and Kitchen, Movies and TV, and Books. As time progresses, there is a noticeable increase in the frequency of reviews for Books and Movies and TV, particularly around the 1 to 12-week mark, with a peak in Books reviews. The reviews for Electronics and Kindle Store appear later in the timeline, with a significant cluster of Kindle Store reviews emerging around the 9 to 23-week period. Overall, the trend shows an initial variety of categories, followed by a concentration on Books and Movies and TV, with Electronics and Kindle Store reviews appearing more prominently in the latter weeks." }, { "dim_process": 18, "seq_idx": 61, "seq_len": 60, "time_since_start": [ 0.0, 0.0, 0.0, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 11.857142857142858, 12.0, 12.0, 12.0, 12.0, 12.428571428571429, 15.714285714285714, 16.0, 16.0, 16.0, 16.0, 16.0, 16.0, 16.0, 16.0, 16.0, 16.0, 16.0, 16.142857142857142, 16.142857142857142, 16.142857142857142, 16.142857142857142, 18.428571428571427, 18.714285714285715, 18.714285714285715, 18.714285714285715, 18.714285714285715, 18.714285714285715, 22.714285714285715, 22.714285714285715, 22.714285714285715, 22.714285714285715, 22.714285714285715, 22.714285714285715, 22.714285714285715, 22.857142857142858, 23.714285714285715, 23.714285714285715, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 2.2857142857142856, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.428571428571429, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.1428571428571428, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855, 3.2857142857142856, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 2.2857142857142856, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 4.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.0 ], "type_event": [ 9, 11, 13, 0, 11, 3, 9, 12, 15, 1, 8, 0, 8, 7, 3, 11, 1, 9, 0, 0, 6, 11, 9, 1, 8, 11, 1, 11, 11, 13, 9, 14, 0, 15, 7, 6, 2, 1, 4, 9, 6, 11, 14, 12, 8, 13, 1, 6, 11, 1, 0, 2, 11, 15, 4, 13, 0, 1, 4, 11 ], "type_text": [ "Office Products", "Home and Kitchen", "Patio Lawn and Garden", "Other", "Home and Kitchen", "Arts Crafts and Sewing", "Office Products", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Toys and Games", "Other", "Toys and Games", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Home and Kitchen", "Tools and Home Improvement", "Office Products", "Other", "Other", "Industrial and Scientific", "Home and Kitchen", "Office Products", "Tools and Home Improvement", "Toys and Games", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Patio Lawn and Garden", "Office Products", "Movies and TV", "Other", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Industrial and Scientific", "Pet Supplies", "Tools and Home Improvement", "Electronics", "Office Products", "Industrial and Scientific", "Home and Kitchen", "Movies and TV", "Sports and Outdoors", "Toys and Games", "Patio Lawn and Garden", "Tools and Home Improvement", "Industrial and Scientific", "Home and Kitchen", "Tools and Home Improvement", "Other", "Pet Supplies", "Home and Kitchen", "Clothing Shoes and Jewelry", "Electronics", "Patio Lawn and Garden", "Other", "Tools and Home Improvement", "Electronics", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a cluster of reviews across various categories submitted within the first two weeks, predominantly featuring Office Products, Home and Kitchen, and Patio Lawn and Garden. After a brief pause, a significant number of reviews are submitted around the 2.29-week mark, with diverse categories represented, including Arts Crafts and Sewing and Sports and Outdoors. Following a longer interval, reviews re-emerge around the 10.71-week mark, again showing a wide array of categories, with a notable concentration on Home and Kitchen and Tools and Home Improvement. The pattern continues with another surge of reviews at the 16-week mark, where multiple categories are reviewed simultaneously, indicating a trend of clustering. The sequence concludes with additional reviews around the 22-week mark, maintaining a similar diversity in categories, particularly in Tools and Home Improvement and Home and Kitchen." }, { "dim_process": 18, "seq_idx": 62, "seq_len": 84, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 2.0, 2.142857142857143, 2.857142857142857, 3.0, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.857142857142857, 6.0, 6.142857142857143, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.714285714285714, 9.0, 9.285714285714286, 9.714285714285714, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.714285714285714, 11.857142857142858, 12.0, 12.285714285714286, 12.714285714285714, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.857142857142858, 14.0, 14.142857142857142, 14.714285714285714, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.714285714285715, 18.0, 18.142857142857142, 18.714285714285715, 18.857142857142858, 19.857142857142858, 20.0, 20.142857142857142, 20.857142857142858, 21.142857142857142, 22.857142857142858, 23.285714285714285, 23.857142857142858, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.7142857142857142, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features a consistent focus on the \"Books\" category, with reviews primarily submitted in the early weeks and continuing steadily over time. There are a few instances of reviews in the \"Kindle Store\" category, which occur later in the timeline, specifically around the 9th, 11th, and 12th weeks. Overall, the reviews are clustered heavily in the first half of the timeline, with a gradual tapering off as time progresses, indicating a sustained interest in books throughout the sequence." }, { "dim_process": 18, "seq_idx": 63, "seq_len": 77, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 2.0, 2.142857142857143, 2.7142857142857144, 2.857142857142857, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.0, 6.285714285714286, 6.428571428571429, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.571428571428571, 8.714285714285714, 10.142857142857142, 10.571428571428571, 11.0, 11.142857142857142, 12.0, 12.285714285714286, 12.571428571428571, 12.571428571428571, 13.857142857142858, 14.0, 14.0, 14.285714285714286, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.714285714285714, 16.142857142857142, 16.285714285714285, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.714285714285715, 18.0, 18.0, 18.285714285714285, 20.0, 22.142857142857142, 22.428571428571427, 22.857142857142858, 23.142857142857142, 23.285714285714285, 23.285714285714285, 23.571428571428573, 23.714285714285715, 24.142857142857142, 24.857142857142858, 25.0, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.0, 1.2857142857142858, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 1.7142857142857142, 2.142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714 ], "type_event": [ 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 16, 16, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 16, 10, 16, 10, 10, 10, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, particularly in the early stages, with multiple reviews submitted within the first few weeks. The \"Kindle Store\" reviews appear less frequently but become more clustered in the later weeks, especially after the 14-week mark. There are notable periods where reviews for both categories occur simultaneously, suggesting a pattern of alternating focus between the two, with a gradual increase in the frequency of \"Kindle Store\" reviews as time progresses. Overall, the trend indicates a strong initial emphasis on \"Books,\" followed by a more balanced distribution of reviews across both categories in the latter part of the sequence." }, { "dim_process": 18, "seq_idx": 64, "seq_len": 67, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.0, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.2857142857142856, 2.7142857142857144, 3.0, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.714285714285714, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 7.571428571428571, 8.142857142857142, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.571428571428571, 9.714285714285714, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.0, 11.428571428571429, 12.857142857142858, 13.142857142857142, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.714285714285714, 15.571428571428571, 16.285714285714285, 16.714285714285715, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 18.571428571428573, 18.714285714285715, 20.285714285714285, 20.571428571428573, 20.714285714285715, 21.571428571428573, 21.857142857142858, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of entries in the \"Books\" category, with a notable cluster of reviews occurring in the initial weeks. Reviews continue to be submitted consistently over time, with some intervals of increased frequency. A single review in the \"Electronics\" category appears later in the sequence, indicating a brief diversification before returning to the predominant focus on books. Overall, the reviews are heavily concentrated in the early part of the timeline, with a gradual tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 65, "seq_len": 45, "time_since_start": [ 0.0, 1.8571428571428572, 2.4285714285714284, 2.5714285714285716, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.428571428571429, 5.571428571428571, 6.857142857142857, 7.285714285714286, 8.0, 8.428571428571429, 8.857142857142858, 9.0, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.857142857142858, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.0, 17.285714285714285, 17.571428571428573, 17.714285714285715, 18.0, 18.285714285714285, 18.571428571428573, 18.857142857142858, 19.0, 19.142857142857142, 19.714285714285715, 19.857142857142858, 20.857142857142858, 21.0, 21.285714285714285, 21.428571428571427, 21.571428571428573, 21.857142857142858 ], "time_since_last_event": [ 0.0, 1.8571428571428572, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 5.285714285714286, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The user submitted a series of product reviews predominantly categorized as \"Books,\" with all reviews occurring within a continuous timeline. The reviews began at the start of the sequence and continued consistently, with a notable cluster of activity occurring in the initial weeks. After a period of sustained reviews, there was a significant gap before a second wave of reviews emerged, which also maintained a steady pace over the following weeks. Overall, the trend indicates a strong focus on book reviews throughout the entire timeframe, with consistent engagement and two distinct phases of activity." }, { "dim_process": 18, "seq_idx": 66, "seq_len": 50, "time_since_start": [ 0.0, 1.1428571428571428, 2.0, 2.857142857142857, 3.4285714285714284, 3.4285714285714284, 4.285714285714286, 4.285714285714286, 4.285714285714286, 5.0, 6.428571428571429, 6.428571428571429, 6.857142857142857, 6.857142857142857, 7.285714285714286, 7.428571428571429, 7.714285714285714, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.428571428571429, 10.0, 10.142857142857142, 10.428571428571429, 10.714285714285714, 12.142857142857142, 12.285714285714286, 12.714285714285714, 13.0, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.0, 15.285714285714286, 15.571428571428571, 16.571428571428573, 17.0, 17.857142857142858, 18.857142857142858, 19.428571428571427, 19.428571428571427, 20.571428571428573, 21.714285714285715, 23.142857142857142, 23.285714285714285, 24.142857142857142 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.8571428571428571, 0.8571428571428571, 0.5714285714285714, 0.0, 0.8571428571428571, 0.0, 0.0, 0.7142857142857143, 1.4285714285714286, 0.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 0.42857142857142855, 0.8571428571428571, 1.0, 0.5714285714285714, 0.0, 1.1428571428571428, 1.1428571428571428, 1.4285714285714286, 0.14285714285714285, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 0, 10, 4, 11, 10, 10, 11, 10, 15, 15, 10, 11, 10, 10, 10, 10, 10, 0, 0, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 11, 4, 10, 10, 10, 10, 9, 0, 9, 15, 15, 15, 2, 2, 6 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Electronics", "Home and Kitchen", "Books", "Books", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Other", "Other", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Home and Kitchen", "Electronics", "Books", "Books", "Books", "Books", "Office Products", "Other", "Office Products", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Pet Supplies", "Pet Supplies", "Industrial and Scientific" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews clustered in the initial weeks. As time progresses, there is a gradual introduction of other categories such as \"Home and Kitchen,\" \"Electronics,\" and \"Clothing Shoes and Jewelry,\" which appear alongside the continued review of books. The reviews for \"Books\" remain prominent throughout the sequence, with notable clusters occurring at various intervals. Additionally, categories like \"Office Products\" and \"Pet Supplies\" emerge later in the timeline, indicating a diversification of review topics as time advances. The \"Other\" category appears sporadically, primarily in the middle and later stages of the sequence." }, { "dim_process": 18, "seq_idx": 67, "seq_len": 68, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 1.0, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 2.0, 2.0, 2.4285714285714284, 2.857142857142857, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.0, 5.428571428571429, 6.142857142857143, 7.0, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.142857142857142, 8.285714285714286, 8.857142857142858, 9.0, 9.142857142857142, 9.857142857142858, 9.857142857142858, 10.428571428571429, 11.0, 11.142857142857142, 11.428571428571429, 11.857142857142858, 12.0, 12.285714285714286, 12.857142857142858, 13.0, 13.142857142857142, 14.0, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 15.285714285714286, 15.428571428571429, 15.428571428571429, 15.857142857142858, 16.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 18.857142857142858, 19.0, 19.142857142857142, 19.428571428571427, 19.714285714285715, 21.428571428571427, 23.285714285714285, 23.285714285714285, 25.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.42857142857142855, 1.0, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 1.8571428571428572, 0.0, 1.7142857142857142 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 12, 10, 9, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 12, 10, 10, 10, 2, 10, 11, 9, 10, 15, 10, 10, 10, 10, 10, 10, 2, 10, 9, 10, 10, 10, 10, 10, 10, 2, 10, 10, 10, 10, 11, 10, 10, 10, 10, 16, 10, 2, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Office Products", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Pet Supplies", "Books", "Home and Kitchen", "Office Products", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Pet Supplies", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which dominates the timeline with numerous entries throughout the entire period. Other categories such as \"Kindle Store,\" \"Sports and Outdoors,\" \"Office Products,\" \"Pet Supplies,\" and \"Home and Kitchen\" appear sporadically, often clustered in the earlier weeks and then reappearing at various intervals. Notably, there is a significant concentration of reviews in the first few weeks, particularly for books, with a gradual introduction of other categories as time progresses. The user maintains a steady pattern of reviewing, with occasional spikes in activity related to specific product categories." }, { "dim_process": 18, "seq_idx": 68, "seq_len": 99, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.0, 1.1428571428571428, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.714285714285714, 5.0, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.428571428571429, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.714285714285714, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 9.571428571428571, 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0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 4, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which is consistently reviewed throughout the timeline, with a notable concentration of reviews occurring in the early weeks. The reviews for \"Kindle Store\" appear sporadically, primarily clustered around the 4.57-week mark and again at 14.86 weeks, 15.57 weeks, and 19.71 weeks. Additionally, there is a single review for \"Electronics\" at the 20.14-week point, indicating a brief diversification in review categories. Overall, the trend shows a strong and sustained focus on books, with occasional reviews in other categories interspersed." }, { "dim_process": 18, "seq_idx": 69, "seq_len": 50, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.0, 3.4285714285714284, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.714285714285714, 5.714285714285714, 6.142857142857143, 6.428571428571429, 6.571428571428571, 7.0, 7.142857142857143, 7.428571428571429, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.0, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.714285714285714, 11.0, 11.857142857142858, 12.142857142857142, 12.714285714285714, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.857142857142858, 17.0, 17.285714285714285, 17.285714285714285, 17.428571428571427, 17.714285714285715, 18.285714285714285, 21.714285714285715, 22.142857142857142, 23.857142857142858, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 3.142857142857143, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 3.4285714285714284, 0.42857142857142855, 1.7142857142857142, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a high frequency of reviews submitted in the early weeks. The reviews predominantly cluster in the first 13 weeks, with a noticeable drop in frequency as time progresses. After week 13, there are fewer reviews, and the first reviews for the \"Kindle Store\" category appear around week 17, indicating a shift in focus. Overall, the majority of reviews are concentrated in the initial weeks, with a gradual decline and some later entries for Kindle products." }, { "dim_process": 18, "seq_idx": 70, "seq_len": 45, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 4.428571428571429, 4.428571428571429, 4.428571428571429, 6.0, 6.0, 6.0, 6.0, 6.0, 7.142857142857143, 7.142857142857143, 7.142857142857143, 10.142857142857142, 10.142857142857142, 10.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.8571428571428572, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.142857142857143, 0.0, 0.0, 1.5714285714285714, 0.0, 0.0, 0.0, 0.0, 1.1428571428571428, 0.0, 0.0, 3.0, 0.0, 0.0 ], "type_event": [ 6, 12, 11, 10, 9, 7, 4, 17, 3, 11, 6, 17, 0, 5, 9, 4, 3, 12, 1, 13, 15, 10, 1, 15, 9, 11, 3, 0, 6, 5, 4, 4, 1, 3, 6, 5, 10, 4, 3, 1, 4, 15, 1, 3, 6 ], "type_text": [ "Industrial and Scientific", "Sports and Outdoors", "Home and Kitchen", "Books", "Office Products", "Grocery and Gourmet Food", "Electronics", "Cell Phones and Accessories", "Arts Crafts and Sewing", "Home and Kitchen", "Industrial and Scientific", "Cell Phones and Accessories", "Other", "Automotive", "Office Products", "Electronics", "Arts Crafts and Sewing", "Sports and Outdoors", "Tools and Home Improvement", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Books", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Office Products", "Home and Kitchen", "Arts Crafts and Sewing", "Other", "Industrial and Scientific", "Automotive", "Electronics", "Electronics", "Tools and Home Improvement", "Arts Crafts and Sewing", "Industrial and Scientific", "Automotive", "Books", "Electronics", "Arts Crafts and Sewing", "Tools and Home Improvement", "Electronics", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Arts Crafts and Sewing", "Industrial and Scientific" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted at the same initial timestamp. As time progresses, reviews cluster around specific categories, particularly in the second week, where multiple reviews across various categories are submitted. There is a noticeable increase in reviews for Electronics and Tools and Home Improvement in the later weeks, particularly around the fourth and seventh weeks. Additionally, reviews for Industrial and Scientific and Arts Crafts and Sewing appear consistently throughout the timeline, indicating ongoing engagement with these categories. Overall, there is a trend of increasing review activity over time, with certain categories receiving more attention in specific periods." }, { "dim_process": 18, "seq_idx": 71, "seq_len": 45, "time_since_start": [ 0.0, 1.0, 1.4285714285714286, 1.4285714285714286, 2.142857142857143, 3.0, 3.142857142857143, 4.285714285714286, 4.285714285714286, 5.428571428571429, 5.428571428571429, 5.428571428571429, 6.285714285714286, 7.0, 7.0, 8.857142857142858, 9.0, 9.285714285714286, 9.285714285714286, 9.857142857142858, 10.428571428571429, 11.0, 11.285714285714286, 11.285714285714286, 11.285714285714286, 11.285714285714286, 12.0, 12.571428571428571, 13.0, 13.0, 13.857142857142858, 14.0, 14.0, 15.0, 15.0, 15.0, 15.857142857142858, 16.142857142857142, 16.571428571428573, 19.0, 19.142857142857142, 20.714285714285715, 21.428571428571427, 25.428571428571427, 25.428571428571427 ], "time_since_last_event": [ 0.0, 1.0, 0.42857142857142855, 0.0, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 1.1428571428571428, 0.0, 1.1428571428571428, 0.0, 0.0, 0.8571428571428571, 0.7142857142857143, 0.0, 1.8571428571428572, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.0, 0.0, 0.0, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 1.0, 0.0, 0.0, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 2.4285714285714284, 0.14285714285714285, 1.5714285714285714, 0.7142857142857143, 4.0, 0.0 ], "type_event": [ 11, 7, 10, 7, 15, 11, 12, 0, 10, 12, 4, 15, 15, 10, 11, 10, 9, 1, 10, 1, 10, 10, 15, 8, 10, 12, 10, 10, 7, 10, 15, 10, 15, 11, 9, 10, 12, 11, 15, 10, 10, 11, 8, 11, 4 ], "type_text": [ "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Home and Kitchen", "Sports and Outdoors", "Other", "Books", "Sports and Outdoors", "Electronics", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Books", "Office Products", "Tools and Home Improvement", "Books", "Tools and Home Improvement", "Books", "Books", "Clothing Shoes and Jewelry", "Toys and Games", "Books", "Sports and Outdoors", "Books", "Books", "Grocery and Gourmet Food", "Books", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Office Products", "Books", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Books", "Home and Kitchen", "Toys and Games", "Home and Kitchen", "Electronics" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with notable clusters around certain types. Initially, reviews for Home and Kitchen and Grocery and Gourmet Food appear early in the timeline, followed by a gradual introduction of categories like Books and Clothing Shoes and Jewelry. As time progresses, there is a significant concentration of reviews in the Books category, particularly between weeks 7 and 16, while Home and Kitchen reviews reoccur periodically. Towards the latter part of the sequence, there is a resurgence of reviews in the Home and Kitchen category, alongside Electronics and Toys and Games, indicating a varied interest over the entire review period." }, { "dim_process": 18, "seq_idx": 72, "seq_len": 40, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.0, 1.2857142857142858, 1.7142857142857142, 2.142857142857143, 2.4285714285714284, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.571428571428571, 6.571428571428571, 7.0, 7.142857142857143, 7.285714285714286, 7.857142857142857, 9.428571428571429, 10.0, 10.142857142857142, 11.0, 11.428571428571429, 11.714285714285714, 12.571428571428571, 12.714285714285714, 13.0, 13.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 17.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions occurring over time. The reviews begin at week zero and continue steadily, with a notable cluster of reviews in the first few weeks, particularly within the first month. A small shift occurs at around week six when a review for the Kindle Store is submitted, but the focus returns to books shortly thereafter. The trend shows that book reviews continue to be submitted regularly, with a slight increase in frequency noted in the later weeks. Overall, the majority of reviews are concentrated in the early to mid-period of the timeline." }, { "dim_process": 18, "seq_idx": 73, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.857142857142857, 4.428571428571429, 4.428571428571429, 4.428571428571429, 5.857142857142857, 5.857142857142857, 5.857142857142857, 6.0, 6.0, 6.0, 6.857142857142857, 11.142857142857142, 11.142857142857142, 11.142857142857142, 11.142857142857142, 11.142857142857142, 12.0, 12.0, 12.0, 13.0, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.857142857142858, 16.857142857142858, 16.857142857142858, 17.571428571428573, 17.571428571428573, 18.0, 18.142857142857142, 18.142857142857142, 18.142857142857142, 18.285714285714285, 20.857142857142858, 20.857142857142858, 21.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.5714285714285714, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.5714285714285714, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.8571428571428571, 4.285714285714286, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 1.0, 3.5714285714285716, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.7142857142857143, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 2.5714285714285716, 0.0, 0.7142857142857143 ], "type_event": [ 5, 11, 9, 5, 11, 4, 1, 6, 12, 4, 11, 1, 4, 5, 13, 1, 5, 6, 1, 5, 6, 5, 12, 9, 1, 5, 15, 10, 1, 5, 1, 13, 1, 6, 10, 1, 5, 5, 7, 1, 3, 6, 5, 1, 1, 6, 5 ], "type_text": [ "Automotive", "Home and Kitchen", "Office Products", "Automotive", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Industrial and Scientific", "Sports and Outdoors", "Electronics", "Home and Kitchen", "Tools and Home Improvement", "Electronics", "Automotive", "Patio Lawn and Garden", "Tools and Home Improvement", "Automotive", "Industrial and Scientific", "Tools and Home Improvement", "Automotive", "Industrial and Scientific", "Automotive", "Sports and Outdoors", "Office Products", "Tools and Home Improvement", "Automotive", "Clothing Shoes and Jewelry", "Books", "Tools and Home Improvement", "Automotive", "Tools and Home Improvement", "Patio Lawn and Garden", "Tools and Home Improvement", "Industrial and Scientific", "Books", "Tools and Home Improvement", "Automotive", "Automotive", "Grocery and Gourmet Food", "Tools and Home Improvement", "Arts Crafts and Sewing", "Industrial and Scientific", "Automotive", "Tools and Home Improvement", "Tools and Home Improvement", "Industrial and Scientific", "Automotive" ], "description": "The sequence of product reviews shows an initial focus on Automotive and Home and Kitchen categories within the first week. As time progresses, there is a notable clustering of reviews in the Tools and Home Improvement category, particularly around the third week and continuing through subsequent weeks. Electronics and Automotive reviews appear consistently throughout the sequence, while other categories like Sports and Outdoors and Clothing Shoes and Jewelry emerge later. The sequence indicates that the user frequently reviews Tools and Home Improvement products, especially in the middle to later weeks, alongside a sustained interest in Automotive products." }, { "dim_process": 18, "seq_idx": 74, "seq_len": 48, "time_since_start": [ 0.0, 4.0, 4.571428571428571, 4.714285714285714, 5.0, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.857142857142857, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.571428571428571, 10.857142857142858, 11.714285714285714, 12.0, 12.142857142857142, 12.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.142857142857142, 15.0, 16.285714285714285, 17.857142857142858, 17.857142857142858, 18.571428571428573, 18.714285714285715, 18.857142857142858, 19.0, 20.428571428571427, 20.571428571428573, 24.857142857142858, 25.0 ], "time_since_last_event": [ 0.0, 4.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.0, 0.8571428571428571, 1.2857142857142858, 1.5714285714285714, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 4.285714285714286, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews predominantly features a consistent focus on books, with numerous reviews submitted over a span of weeks. The initial reviews cluster closely together within the first 10 weeks, primarily centered around books. As time progresses, there is a gradual introduction of reviews related to the Kindle Store, starting around week 14, which continues to appear intermittently alongside book reviews. The frequency of reviews remains relatively steady, with a noticeable shift towards the Kindle Store occurring after week 14, while book reviews continue to be submitted throughout the entire sequence." }, { "dim_process": 18, "seq_idx": 75, "seq_len": 64, "time_since_start": [ 0.0, 0.14285714285714285, 1.4285714285714286, 1.7142857142857142, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.0, 3.7142857142857144, 3.857142857142857, 4.285714285714286, 4.285714285714286, 5.142857142857143, 5.571428571428571, 6.0, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.857142857142857, 6.857142857142857, 7.285714285714286, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.857142857142858, 9.0, 9.428571428571429, 9.714285714285714, 9.714285714285714, 10.0, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.714285714285714, 12.857142857142858, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.0, 15.428571428571429, 15.571428571428571, 16.0, 16.571428571428573, 16.571428571428573, 17.142857142857142, 17.285714285714285, 17.428571428571427, 18.0, 18.285714285714285, 18.571428571428573, 18.714285714285715, 22.285714285714285, 22.428571428571427, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.0, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 3.5714285714285716, 0.14285714285714285, 2.142857142857143 ], "type_event": [ 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple reviews submitted consistently over time. Initially, reviews for \"Kindle Store\" appear sporadically, primarily clustering around the 1 to 3-week mark, but they increase in frequency later in the timeline. The majority of \"Books\" reviews are concentrated in the first 18 weeks, with a noticeable decline in frequency after this period, while \"Kindle Store\" reviews tend to cluster towards the later weeks, particularly around weeks 16 to 24. Overall, the user demonstrates a strong preference for reviewing \"Books\" early on, with \"Kindle Store\" reviews becoming more prominent as time progresses." }, { "dim_process": 18, "seq_idx": 76, "seq_len": 40, "time_since_start": [ 0.0, 0.7142857142857143, 2.0, 4.142857142857143, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.285714285714286, 5.571428571428571, 5.571428571428571, 5.714285714285714, 6.0, 6.285714285714286, 6.428571428571429, 6.571428571428571, 7.142857142857143, 7.714285714285714, 8.0, 8.285714285714286, 9.142857142857142, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.285714285714286, 12.0, 13.0, 13.571428571428571, 14.285714285714286, 14.714285714285714, 15.142857142857142, 15.714285714285714, 16.0, 16.142857142857142, 17.142857142857142, 18.0, 18.142857142857142, 24.428571428571427, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 1.2857142857142858, 2.142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.0, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.0, 0.8571428571428571, 0.14285714285714285, 6.285714285714286, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a majority of reviews submitted consistently over time, particularly in the early weeks. The first review appears immediately, and subsequent reviews in the \"Books\" category occur frequently, with clustering observed in the first 18 weeks. Reviews for the \"Kindle Store\" category appear less frequently, with notable entries at weeks 5.57, 15.71, 18.14, and 24.43, indicating that these reviews are interspersed among the predominantly \"Books\" reviews but are less frequent overall." }, { "dim_process": 18, "seq_idx": 77, "seq_len": 61, "time_since_start": [ 0.0, 1.0, 1.1428571428571428, 1.2857142857142858, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.0, 3.0, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.428571428571429, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.714285714285714, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.714285714285714, 9.714285714285714, 9.857142857142858, 10.0, 10.428571428571429, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.0, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.857142857142858, 16.571428571428573 ], "time_since_last_event": [ 0.0, 1.0, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 2.7142857142857144 ], "type_event": [ 16, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 16, 16, 16, 16, 10, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a mix of reviews for the Kindle Store and Books, with a notable concentration of reviews for Books occurring in the first few weeks. As time progresses, there is a gradual increase in the frequency of reviews, particularly for Books, which dominate the early to mid-period of the sequence. The reviews for the Kindle Store become more frequent in the latter part of the timeline, with a significant cluster of Kindle Store reviews appearing towards the end. Overall, the trend shows an initial focus on Books, followed by a shift towards a higher volume of Kindle Store reviews as time advances." }, { "dim_process": 18, "seq_idx": 78, "seq_len": 40, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.0, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.0, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.0, 3.5714285714285716, 4.0, 4.285714285714286, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.0, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 10.571428571428571, 11.285714285714286, 13.571428571428571, 15.142857142857142, 16.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 2.2857142857142856, 1.5714285714285714, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a significant number of reviews submitted consistently over a period of time. The reviews predominantly occur in the first 11 weeks, with only a few instances of \"Kindle Store\" reviews interspersed at weeks 1, 11, and 15. After week 11, there is a noticeable gap before additional \"Books\" reviews are submitted at week 13, followed by another \"Kindle Store\" review at week 15. Overall, the pattern indicates a clustering of \"Books\" reviews early on, with the \"Kindle Store\" reviews appearing less frequently and primarily in the earlier and later parts of the timeline." }, { "dim_process": 18, "seq_idx": 79, "seq_len": 64, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 2.0, 2.4285714285714284, 3.857142857142857, 4.285714285714286, 4.285714285714286, 4.714285714285714, 5.0, 5.428571428571429, 5.714285714285714, 6.142857142857143, 7.142857142857143, 7.714285714285714, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.428571428571429, 9.571428571428571, 9.571428571428571, 9.857142857142858, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.714285714285714, 11.857142857142858, 12.714285714285714, 12.857142857142858, 13.285714285714286, 13.285714285714286, 13.857142857142858, 14.0, 14.571428571428571, 14.571428571428571, 14.857142857142858, 15.0, 15.142857142857142, 15.714285714285714, 16.142857142857142, 16.285714285714285, 16.285714285714285, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.285714285714285, 18.571428571428573, 18.714285714285715, 18.857142857142858, 18.857142857142858, 19.142857142857142, 19.285714285714285, 19.571428571428573, 19.714285714285715, 19.857142857142858, 20.285714285714285, 20.857142857142858, 21.857142857142858, 23.714285714285715, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.42857142857142855, 1.4285714285714286, 0.42857142857142855, 0.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.0, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.0, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.0, 1.8571428571428572, 1.2857142857142858 ], "type_event": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10, 0, 0, 0, 0, 0, 14, 0, 14, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 14, 0, 0, 0, 0, 0, 0, 0, 0, 0, 14, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ], "type_text": [ "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Books", "Other", "Other", "Other", "Other", "Other", "Movies and TV", "Other", "Movies and TV", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Movies and TV", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Movies and TV", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily categorized as \"Other\" throughout the initial weeks, with a notable clustering of these reviews occurring in the early stages. Reviews categorized as \"Movies and TV\" begin to appear around the 12-week mark and continue to be submitted intermittently. The transition to including \"Books\" occurs around week 10, but remains limited compared to the predominant \"Other\" category. Overall, the majority of reviews are concentrated in the first 20 weeks, with fewer submissions noted in the later weeks." }, { "dim_process": 18, "seq_idx": 80, "seq_len": 72, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.1428571428571428, 2.0, 2.142857142857143, 2.2857142857142856, 2.857142857142857, 3.142857142857143, 3.4285714285714284, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.0, 6.285714285714286, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.0, 8.142857142857142, 8.285714285714286, 8.857142857142858, 9.0, 10.0, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 12.0, 12.285714285714286, 12.714285714285714, 13.0, 13.285714285714286, 14.0, 14.428571428571429, 14.571428571428571, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.428571428571429, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 17.0, 17.142857142857142, 17.857142857142858, 18.0, 18.285714285714285, 19.0, 20.714285714285715, 21.0, 22.0, 23.0, 23.142857142857142, 23.285714285714285, 24.0, 25.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.7142857142857142, 0.2857142857142857, 1.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently over time, particularly concentrated in the initial weeks. There are a few instances of reviews for the Kindle Store, appearing sporadically among the numerous book reviews. The reviews for books show a steady frequency with some clustering in the earlier weeks, while the Kindle Store reviews are less frequent and appear later in the timeline. Overall, the pattern indicates a strong focus on books throughout the entire period, with Kindle Store reviews interspersed at specific intervals." }, { "dim_process": 18, "seq_idx": 81, "seq_len": 43, "time_since_start": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 2.0, 2.142857142857143, 2.5714285714285716, 3.0, 3.142857142857143, 3.4285714285714284, 4.142857142857143, 4.428571428571429, 5.571428571428571, 6.0, 6.142857142857143, 6.428571428571429, 7.142857142857143, 8.142857142857142, 8.571428571428571, 9.428571428571429, 10.0, 10.428571428571429, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.428571428571429, 12.571428571428571, 13.0, 14.0, 14.571428571428571, 14.571428571428571, 15.285714285714286, 16.285714285714285, 16.571428571428573, 17.142857142857142, 17.428571428571427, 20.285714285714285, 20.428571428571427, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.0, 0.5714285714285714, 0.0, 0.7142857142857143, 1.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 2.857142857142857, 0.14285714285714285, 2.142857142857143 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a few entries in the \"Kindle Store\" category occurring early in the timeline. The user begins submitting reviews primarily for books from the start and continues to do so at a steady pace, with a notable cluster of reviews in the first few weeks. The reviews remain predominantly in the \"Books\" category throughout the entire period, with the \"Kindle Store\" reviews appearing only at the beginning and again later. Overall, the trend indicates a sustained interest in books over time, with no significant shifts in the type of products reviewed." }, { "dim_process": 18, "seq_idx": 82, "seq_len": 96, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.142857142857143, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.714285714285714, 9.0, 9.142857142857142, 9.428571428571429, 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The reviews begin with a high frequency in the initial weeks, with a gradual increase in the interval between submissions as time progresses. Around the 16-week mark, there is a notable introduction of a review for the Kindle Store, while the focus on books continues to dominate the sequence throughout. The overall trend indicates a sustained interest in books, with a slight diversification occurring later in the timeline." }, { "dim_process": 18, "seq_idx": 83, "seq_len": 80, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 1.2857142857142858, 1.2857142857142858, 1.8571428571428572, 1.8571428571428572, 2.2857142857142856, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.0, 4.0, 4.142857142857143, 4.714285714285714, 4.714285714285714, 5.142857142857143, 5.714285714285714, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.714285714285714, 7.285714285714286, 7.714285714285714, 7.714285714285714, 8.0, 8.0, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.714285714285714, 11.285714285714286, 11.857142857142858, 12.0, 12.142857142857142, 12.571428571428571, 13.0, 13.142857142857142, 13.142857142857142, 13.285714285714286, 14.0, 14.0, 14.714285714285714, 14.857142857142858, 15.428571428571429, 15.714285714285714, 16.0, 16.285714285714285, 16.285714285714285, 16.714285714285715, 17.0, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.571428571428573, 18.142857142857142, 18.714285714285715, 18.714285714285715, 18.857142857142858, 19.0, 19.428571428571427, 19.571428571428573, 19.714285714285715, 19.857142857142858, 20.0, 21.142857142857142, 22.285714285714285, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.5714285714285714, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.42857142857142855, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 1.1428571428571428, 3.142857142857143 ], "type_event": [ 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent frequency of reviews throughout the timeline. The \"Kindle Store\" reviews appear less frequently, often clustering around specific points, particularly at the beginning, middle, and towards the end of the timeline. Initially, there is a higher concentration of reviews for \"Books,\" with some overlap with \"Kindle Store,\" but as time progresses, the reviews for \"Books\" remain steady, while \"Kindle Store\" reviews tend to occur in clusters, indicating a pattern of alternating focus between the two categories. Overall, the trend reflects a sustained interest in \"Books\" with intermittent reviews for the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 84, "seq_len": 67, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.0, 3.0, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 5.571428571428571, 6.142857142857143, 6.571428571428571, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.428571428571429, 9.714285714285714, 10.0, 10.142857142857142, 10.571428571428571, 10.571428571428571, 10.714285714285714, 11.0, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.857142857142858, 13.0, 13.142857142857142, 13.571428571428571, 13.857142857142858, 13.857142857142858, 14.714285714285714, 14.857142857142858, 14.857142857142858, 15.714285714285714, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.571428571428573, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.857142857142858, 20.142857142857142, 20.142857142857142, 20.857142857142858, 21.142857142857142, 23.857142857142858, 23.857142857142858, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.5714285714285714, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.8571428571428571, 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 1.0, 1.2857142857142858, 0.0, 0.7142857142857143, 0.2857142857142857, 2.7142857142857144, 0.0, 0.0 ], "type_event": [ 10, 8, 11, 10, 3, 8, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 3, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 16, 4, 15, 8, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 11, 7 ], "type_text": [ "Books", "Toys and Games", "Home and Kitchen", "Books", "Arts Crafts and Sewing", "Toys and Games", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Kindle Store", "Electronics", "Clothing Shoes and Jewelry", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Home and Kitchen", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which appears consistently throughout the timeline, especially in the earlier weeks. Other categories such as \"Toys and Games,\" \"Home and Kitchen,\" and \"Clothing Shoes and Jewelry\" are introduced intermittently, often clustered in the earlier and mid-periods of the sequence. Notably, reviews for \"Kindle Store\" appear later in the timeline, suggesting a shift in product interest. The user also revisits \"Home and Kitchen\" and \"Grocery and Gourmet Food\" towards the end of the sequence, indicating a potential diversification in review topics after a prolonged focus on books." }, { "dim_process": 18, "seq_idx": 85, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.0, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 4.0, 4.285714285714286, 4.285714285714286, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.714285714285714, 8.142857142857142, 8.142857142857142, 8.285714285714286, 8.428571428571429, 10.428571428571429, 10.857142857142858, 11.0, 11.571428571428571, 11.857142857142858, 12.142857142857142, 15.0, 15.285714285714286, 17.0, 17.142857142857142, 17.428571428571427, 17.714285714285715, 18.0, 21.142857142857142, 21.428571428571427, 22.428571428571427, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.0, 0.14285714285714285, 0.14285714285714285, 2.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 2.857142857142857, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 3.142857142857143, 0.2857142857142857, 1.0, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a majority of reviews submitted in this category throughout the timeline. Reviews for the \"Kindle Store\" category appear less frequently and tend to cluster around specific time points, particularly in the early weeks and again around the 8-week mark. There is a noticeable consistency in the submission of \"Books\" reviews, with multiple reviews occurring in close succession, especially between the 5 and 11-week periods. Overall, the pattern indicates a strong preference for reviewing books, with intermittent reviews for the Kindle Store occurring primarily in the earlier stages and at intervals later on." }, { "dim_process": 18, "seq_idx": 86, "seq_len": 57, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.0, 2.142857142857143, 2.7142857142857144, 3.0, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.285714285714286, 4.857142857142857, 5.0, 5.285714285714286, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 7.714285714285714, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.571428571428571, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.285714285714286, 14.571428571428571, 14.714285714285714, 15.0, 15.142857142857142, 15.428571428571429, 16.571428571428573, 16.857142857142858, 17.428571428571427, 18.0, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.571428571428573, 23.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 4.428571428571429 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with the majority of reviews submitted in this category occurring consistently from the beginning and throughout the timeline. There are a few instances of reviews in the \"Kindle Store\" category, which appear later in the sequence, specifically around the 3-week and 18-week marks. The reviews for \"Books\" cluster heavily in the earlier weeks, with a gradual continuation of submissions over time, while the \"Kindle Store\" reviews are more sporadic and concentrated in specific periods. Overall, the pattern indicates a sustained interest in books, with a minor interest in the Kindle Store emerging later in the timeline." }, { "dim_process": 18, "seq_idx": 87, "seq_len": 56, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 1.0, 1.1428571428571428, 1.2857142857142858, 2.4285714285714284, 2.5714285714285716, 3.0, 3.142857142857143, 3.5714285714285716, 4.0, 4.142857142857143, 4.857142857142857, 5.142857142857143, 5.428571428571429, 6.571428571428571, 7.142857142857143, 7.857142857142857, 8.0, 8.0, 8.428571428571429, 8.571428571428571, 9.142857142857142, 10.142857142857142, 10.285714285714286, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.285714285714286, 13.0, 13.142857142857142, 13.428571428571429, 14.142857142857142, 14.714285714285714, 15.285714285714286, 16.285714285714285, 16.428571428571427, 17.0, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 18.714285714285715, 20.142857142857142, 20.428571428571427, 21.0, 22.428571428571427, 23.142857142857142, 24.0, 24.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 1.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 1.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.2857142857142857, 0.5714285714285714, 1.4285714285714286, 0.7142857142857143, 0.8571428571428571, 0.0 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 12 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time, especially in the initial weeks. The reviews for \"Books\" cluster heavily in the first 24 weeks, with only a few instances of other categories such as \"Kindle Store,\" \"Clothing Shoes and Jewelry,\" \"Home and Kitchen,\" and \"Sports and Outdoors\" appearing later in the timeline. Notably, the reviews for \"Books\" continue to be submitted throughout the entire period, indicating a sustained interest. The introduction of reviews for other categories occurs sporadically, primarily after the first eight weeks." }, { "dim_process": 18, "seq_idx": 88, "seq_len": 63, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.4285714285714284, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.285714285714286, 6.0, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.428571428571429, 10.285714285714286, 10.571428571428571, 11.0, 11.285714285714286, 11.571428571428571, 12.142857142857142, 12.428571428571429, 12.714285714285714, 13.0, 13.857142857142858, 14.285714285714286, 14.428571428571429, 14.714285714285714, 15.0, 15.428571428571429, 16.285714285714285, 16.714285714285715, 17.428571428571427, 17.714285714285715, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.714285714285715, 19.0, 19.285714285714285, 19.428571428571427, 20.142857142857142, 20.714285714285715, 21.0, 21.142857142857142, 21.571428571428573, 21.714285714285715, 21.857142857142858, 22.0, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of entries in the \"Books\" category, with a consistent frequency of submissions occurring over a span of several weeks. Most reviews are clustered within the first 20 weeks, with a notable concentration in the earlier weeks, particularly between weeks 0 and 12. After week 20, there is a brief mention of the \"Kindle Store\" category, followed by additional \"Books\" reviews. Overall, the trend shows a sustained interest in books throughout the timeline, with a slight diversification in the review category occurring later in the sequence." }, { "dim_process": 18, "seq_idx": 89, "seq_len": 77, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 7.0, 7.142857142857143, 7.571428571428571, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 10.142857142857142, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.428571428571429, 13.0, 13.142857142857142, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.0, 15.285714285714286, 15.428571428571429, 16.714285714285715, 17.285714285714285, 17.428571428571427, 17.571428571428573, 18.142857142857142, 18.571428571428573, 19.0, 19.142857142857142, 20.0, 21.857142857142858, 22.714285714285715, 23.571428571428573, 25.0 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 1.8571428571428572, 0.8571428571428571, 0.8571428571428571, 1.4285714285714286 ], "type_event": [ 10, 16, 10, 10, 16, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with numerous reviews submitted throughout the timeline. Initial reviews are split between \"Books\" and \"Kindle Store,\" but as time progresses, the frequency of \"Books\" reviews increases significantly, especially between the 5th and 20th weeks. \"Kindle Store\" reviews tend to appear less frequently and are often clustered around specific periods, particularly at the beginning and later in the timeline. Overall, the trend indicates a strong preference for reviewing \"Books,\" with \"Kindle Store\" reviews occurring more sporadically." }, { "dim_process": 18, "seq_idx": 90, "seq_len": 66, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.0, 1.0, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 2.142857142857143, 2.5714285714285716, 3.4285714285714284, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.428571428571429, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.285714285714286, 8.428571428571429, 9.142857142857142, 9.285714285714286, 9.714285714285714, 9.714285714285714, 9.857142857142858, 10.0, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.0, 11.571428571428571, 12.0, 12.714285714285714, 12.857142857142858, 13.428571428571429, 13.571428571428571, 14.571428571428571, 14.857142857142858, 15.428571428571429, 16.0, 16.285714285714285, 16.571428571428573, 17.428571428571427, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.714285714285715, 19.0, 19.428571428571427, 21.714285714285715, 22.571428571428573, 23.428571428571427, 23.714285714285715, 24.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 2.2857142857142856, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted over a prolonged period. The user begins with several reviews in the \"Books\" category, with a few early reviews in the \"Kindle Store\" around the one-week mark. There is a notable cluster of reviews in the \"Books\" category throughout the timeline, particularly in the initial weeks, and this trend continues with occasional reviews in the \"Kindle Store\" appearing later in the sequence. Overall, the reviews predominantly center around books, with the frequency of submissions remaining high over time." }, { "dim_process": 18, "seq_idx": 91, "seq_len": 92, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.0, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.142857142857143, 6.142857142857143, 6.428571428571429, 7.428571428571429, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.714285714285714, 9.142857142857142, 9.428571428571429, 9.428571428571429, 10.0, 10.0, 10.142857142857142, 10.142857142857142, 10.285714285714286, 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"Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews in the \"Books\" category, which are consistently submitted from the beginning of the timeline and continue throughout. The \"Kindle Store\" reviews appear less frequently but begin to emerge around the 2-week mark and increase in frequency in later weeks. Notably, there are clusters of \"Kindle Store\" reviews that coincide with periods of high activity in \"Books,\" particularly in the later stages of the sequence. Overall, the trend indicates a strong initial focus on \"Books,\" with \"Kindle Store\" reviews becoming more prominent as time progresses." }, { "dim_process": 18, "seq_idx": 92, "seq_len": 42, "time_since_start": [ 0.0, 1.1428571428571428, 1.2857142857142858, 2.5714285714285716, 3.4285714285714284, 5.142857142857143, 5.285714285714286, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.142857142857143, 7.571428571428571, 7.857142857142857, 8.285714285714286, 8.285714285714286, 8.857142857142858, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.714285714285714, 10.857142857142858, 10.857142857142858, 11.142857142857142, 11.428571428571429, 12.142857142857142, 12.142857142857142, 14.285714285714286, 14.428571428571429, 14.428571428571429, 15.0, 15.285714285714286, 18.285714285714285, 19.142857142857142, 20.428571428571427, 21.142857142857142, 21.285714285714285, 21.857142857142858, 22.142857142857142, 24.285714285714285 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.14285714285714285, 1.2857142857142858, 0.8571428571428571, 1.7142857142857142, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.0, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.0, 2.142857142857143, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 3.0, 0.8571428571428571, 1.2857142857142858, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 2.142857142857143 ], "type_event": [ 10, 15, 10, 10, 10, 1, 9, 10, 10, 10, 10, 7, 15, 10, 11, 10, 10, 10, 10, 15, 10, 10, 10, 15, 10, 10, 10, 0, 15, 10, 15, 10, 10, 0, 10, 15, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Tools and Home Improvement", "Office Products", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Other", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Other", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on books, with the majority of reviews falling within this category and occurring at various intervals throughout the timeline. Clothing, Shoes and Jewelry reviews appear intermittently, often clustered around specific weeks, particularly in the earlier and later parts of the sequence. Other categories, such as Tools and Home Improvement, Office Products, and Grocery and Gourmet Food, are less frequent and tend to appear sporadically. Overall, the reviews predominantly center around books, with notable spikes in activity occurring at regular intervals." }, { "dim_process": 18, "seq_idx": 93, "seq_len": 49, "time_since_start": [ 0.0, 1.0, 1.1428571428571428, 1.2857142857142858, 2.0, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.571428571428571, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.0, 9.142857142857142, 9.428571428571429, 10.571428571428571, 10.714285714285714, 11.0, 11.428571428571429, 11.714285714285714, 12.285714285714286, 13.142857142857142, 13.428571428571429, 13.857142857142858, 14.285714285714286, 14.571428571428571, 15.142857142857142, 16.285714285714285, 17.285714285714285, 17.428571428571427, 18.0, 18.142857142857142, 18.571428571428573, 19.142857142857142, 20.428571428571427, 22.142857142857142, 24.285714285714285 ], "time_since_last_event": [ 0.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 1.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 1.7142857142857142, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 24 weeks. Reviews for the \"Kindle Store\" appear early in the sequence, specifically around weeks 2 and 4, while the \"Other\" category is mentioned once at week 7. The frequency of reviews is notably high in the initial weeks, with a gradual decline observed as the sequence progresses, although reviews continue to be submitted throughout the entire period. Overall, the pattern indicates a strong and sustained interest in books, with minimal diversification into other categories." }, { "dim_process": 18, "seq_idx": 94, "seq_len": 62, "time_since_start": [ 0.0, 0.7142857142857143, 1.8571428571428572, 2.5714285714285716, 3.0, 3.4285714285714284, 3.7142857142857144, 4.571428571428571, 5.142857142857143, 5.428571428571429, 6.0, 6.285714285714286, 6.857142857142857, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.714285714285714, 8.142857142857142, 8.571428571428571, 9.571428571428571, 9.714285714285714, 10.0, 10.0, 10.428571428571429, 10.571428571428571, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.428571428571429, 12.285714285714286, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.857142857142858, 14.428571428571429, 14.428571428571429, 15.142857142857142, 15.142857142857142, 15.428571428571429, 15.571428571428571, 15.571428571428571, 16.142857142857142, 16.571428571428573, 17.142857142857142, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.0, 18.428571428571427, 18.857142857142858, 20.571428571428573, 20.857142857142858, 21.571428571428573, 22.285714285714285, 23.428571428571427, 23.571428571428573, 23.571428571428573, 24.857142857142858, 25.428571428571427, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 1.1428571428571428, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 1.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.5714285714285714, 0.0, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.7142857142857142, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.0, 1.2857142857142858, 0.5714285714285714, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The user primarily reviews books in the early weeks, with a notable cluster of reviews occurring between weeks 0 and 18. The \"Kindle Store\" category appears intermittently, particularly starting around week 7 and continuing to appear alongside book reviews. Overall, the trend indicates a strong preference for reviewing books, with the Kindle Store reviews emerging more frequently as time progresses." }, { "dim_process": 18, "seq_idx": 95, "seq_len": 41, "time_since_start": [ 0.0, 1.1428571428571428, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.857142857142857, 4.714285714285714, 5.714285714285714, 5.857142857142857, 6.0, 7.0, 7.142857142857143, 7.714285714285714, 7.857142857142857, 9.142857142857142, 9.571428571428571, 9.714285714285714, 10.142857142857142, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.571428571428571, 15.0, 16.0, 16.857142857142858, 17.0, 17.714285714285715, 18.142857142857142, 19.0, 20.142857142857142, 22.142857142857142 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.8571428571428572, 1.0, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.0, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly features reviews in the \"Books\" category, with all entries falling within a continuous time frame. The reviews begin shortly after the initial timestamp and occur frequently in the early weeks, with a notable concentration of activity in the first 18 weeks. There is a gradual decline in the frequency of reviews as time progresses, with a few isolated entries appearing in the later weeks, indicating a trend of clustered activity followed by a tapering off." }, { "dim_process": 18, "seq_idx": 96, "seq_len": 48, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 3.5714285714285716, 4.0, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.0, 6.857142857142857, 7.142857142857143, 7.285714285714286, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 9.142857142857142, 9.571428571428571, 10.0, 10.285714285714286, 11.571428571428571, 11.857142857142858, 12.0, 12.428571428571429, 12.857142857142858, 13.0, 13.285714285714286, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.428571428571429, 15.0, 15.714285714285714, 16.571428571428573, 16.857142857142858, 17.714285714285715, 21.0, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 3.2857142857142856, 1.2857142857142858 ], "type_event": [ 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a few entries in the Kindle Store, followed by a predominant focus on Books, which continues for an extended period. The user consistently submits reviews for Books, with a notable cluster of entries occurring in the first several weeks. After a sustained period of reviewing Books, there are additional entries in the Kindle Store towards the end of the sequence, indicating a return to that category. Overall, the trend shows a strong emphasis on Books throughout the majority of the timeline, with Kindle Store reviews appearing less frequently and primarily at the beginning and end of the sequence." }, { "dim_process": 18, "seq_idx": 97, "seq_len": 72, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.0, 2.142857142857143, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 4.714285714285714, 5.285714285714286, 5.714285714285714, 6.0, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.428571428571429, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.0, 9.571428571428571, 9.571428571428571, 10.0, 10.285714285714286, 10.571428571428571, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.571428571428571, 12.0, 12.285714285714286, 12.571428571428571, 13.428571428571429, 13.714285714285714, 14.0, 14.571428571428571, 14.714285714285714, 14.857142857142858, 16.285714285714285, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.571428571428573, 18.0, 18.0, 19.142857142857142, 20.142857142857142, 20.714285714285715, 20.857142857142858, 21.714285714285715, 21.714285714285715, 22.571428571428573, 22.714285714285715, 23.0, 23.571428571428573, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 1.0, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 1.1428571428571428, 1.0, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 16, 10, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over time, particularly in the initial weeks. The first review in the \"Kindle Store\" category appears shortly after several \"Books\" reviews, indicating a brief introduction of this category. As time progresses, there is a noticeable increase in the frequency of \"Kindle Store\" reviews, especially in the latter part of the timeline, where they cluster more closely together. Overall, the reviews transition from a strong emphasis on \"Books\" to a more balanced presence of \"Kindle Store\" reviews as time advances." }, { "dim_process": 18, "seq_idx": 98, "seq_len": 87, "time_since_start": [ 0.0, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 2.2857142857142856, 2.2857142857142856, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 4.285714285714286, 4.285714285714286, 4.714285714285714, 5.285714285714286, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.571428571428571, 5.571428571428571, 5.571428571428571, 6.0, 6.0, 6.571428571428571, 6.571428571428571, 6.571428571428571, 7.285714285714286, 7.285714285714286, 7.285714285714286, 7.571428571428571, 7.571428571428571, 8.0, 8.142857142857142, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.428571428571429, 8.428571428571429, 9.0, 9.0, 9.0, 9.0, 9.142857142857142, 9.142857142857142, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.428571428571429, 9.571428571428571, 10.0, 10.285714285714286, 10.571428571428571, 11.142857142857142, 11.285714285714286, 11.285714285714286, 11.428571428571429, 12.0, 12.0, 12.0, 12.142857142857142, 13.285714285714286, 13.285714285714286, 13.285714285714286, 13.285714285714286, 13.714285714285714, 14.142857142857142, 14.285714285714286, 15.142857142857142, 17.857142857142858, 17.857142857142858, 17.857142857142858, 17.857142857142858, 17.857142857142858, 17.857142857142858, 17.857142857142858, 18.0, 19.0, 19.0, 19.285714285714285, 19.714285714285715, 20.0, 20.857142857142858, 21.714285714285715, 22.142857142857142, 23.428571428571427, 23.714285714285715, 25.428571428571427 ], "time_since_last_event": [ 0.0, 1.7142857142857142, 0.0, 0.0, 0.5714285714285714, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.0, 0.5714285714285714, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.0, 0.14285714285714285, 1.1428571428571428, 0.0, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 2.7142857142857144, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 1.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 1.7142857142857142 ], "type_event": [ 10, 3, 10, 15, 3, 10, 10, 10, 10, 10, 11, 10, 11, 2, 10, 12, 8, 10, 7, 8, 2, 11, 10, 16, 11, 10, 3, 0, 10, 0, 10, 10, 7, 8, 11, 1, 2, 7, 3, 10, 2, 7, 11, 10, 5, 11, 15, 10, 11, 10, 15, 11, 10, 10, 11, 10, 11, 9, 7, 11, 11, 0, 7, 10, 10, 10, 9, 2, 2, 3, 9, 5, 10, 1, 12, 2, 10, 3, 13, 2, 1, 11, 16, 2, 3, 15, 11 ], "type_text": [ "Books", "Arts Crafts and Sewing", "Books", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Home and Kitchen", "Pet Supplies", "Books", "Sports and Outdoors", "Toys and Games", "Books", "Grocery and Gourmet Food", "Toys and Games", "Pet Supplies", "Home and Kitchen", "Books", "Kindle Store", "Home and Kitchen", "Books", "Arts Crafts and Sewing", "Other", "Books", "Other", "Books", "Books", "Grocery and Gourmet Food", "Toys and Games", "Home and Kitchen", "Tools and Home Improvement", "Pet Supplies", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Books", "Pet Supplies", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Automotive", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Books", "Home and Kitchen", "Books", "Home and Kitchen", "Office Products", "Grocery and Gourmet Food", "Home and Kitchen", "Home and Kitchen", "Other", "Grocery and Gourmet Food", "Books", "Books", "Books", "Office Products", "Pet Supplies", "Pet Supplies", "Arts Crafts and Sewing", "Office Products", "Automotive", "Books", "Tools and Home Improvement", "Sports and Outdoors", "Pet Supplies", "Books", "Arts Crafts and Sewing", "Patio Lawn and Garden", "Pet Supplies", "Tools and Home Improvement", "Home and Kitchen", "Kindle Store", "Pet Supplies", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Home and Kitchen" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing books throughout the timeline, with a notable cluster of reviews occurring in the early weeks. Arts, Crafts and Sewing, Home and Kitchen, and Pet Supplies categories also appear frequently, particularly in the middle to later weeks. There is a trend of increasing diversity in review categories as time progresses, with a gradual introduction of various other categories such as Automotive and Tools and Home Improvement appearing later in the sequence. Overall, the reviews are concentrated in the first half of the timeline, with a slight decline in frequency as the sequence continues." }, { "dim_process": 18, "seq_idx": 99, "seq_len": 44, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 3.0, 3.4285714285714284, 4.0, 5.0, 5.714285714285714, 6.428571428571429, 6.857142857142857, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.571428571428571, 9.0, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.285714285714286, 11.428571428571429, 11.428571428571429, 12.0, 12.285714285714286, 12.714285714285714, 13.285714285714286, 13.857142857142858, 13.857142857142858, 14.0, 14.714285714285714, 15.285714285714286, 15.428571428571429, 15.714285714285714, 16.428571428571427, 16.571428571428573, 17.428571428571427, 18.714285714285715, 18.857142857142858, 20.428571428571427 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 1.0, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.0, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.0, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 1.2857142857142858, 0.14285714285714285, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of submissions occurring over time. The reviews for \"Books\" are concentrated in the early weeks, with a notable frequency of submissions in the first 18 weeks. The \"Kindle Store\" reviews appear less frequently, primarily clustered around weeks 2, 7, 9, 11, 13, and 20, indicating that these reviews tend to occur later in the sequence compared to the majority of the \"Books\" reviews. Overall, the trend indicates a strong initial engagement with books, followed by intermittent reviews of the Kindle Store." }, { "dim_process": 18, "seq_idx": 100, "seq_len": 41, "time_since_start": [ 0.0, 1.7142857142857142, 3.2857142857142856, 4.714285714285714, 4.857142857142857, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 7.0, 7.0, 7.142857142857143, 8.0, 8.714285714285714, 9.0, 9.0, 9.142857142857142, 9.142857142857142, 9.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.857142857142858, 12.571428571428571, 12.571428571428571, 13.0, 13.571428571428571, 13.714285714285714, 14.571428571428571, 14.857142857142858, 15.428571428571429, 19.285714285714285, 19.571428571428573, 19.857142857142858, 20.857142857142858, 21.285714285714285, 23.428571428571427, 23.571428571428573 ], "time_since_last_event": [ 0.0, 1.7142857142857142, 1.5714285714285714, 1.4285714285714286, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 3.857142857142857, 0.2857142857142857, 0.2857142857142857, 1.0, 0.42857142857142855, 2.142857142857143, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Initially, reviews are concentrated in the \"Books\" category, with a gradual introduction of \"Kindle Store\" reviews starting around the 6-week mark. As time progresses, there are periods where \"Kindle Store\" reviews cluster, particularly between weeks 6 and 23, while \"Books\" reviews continue to be submitted regularly throughout the entire timeline. Overall, the trend indicates a strong emphasis on \"Books,\" with \"Kindle Store\" reviews appearing intermittently." }, { "dim_process": 18, "seq_idx": 101, "seq_len": 43, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.0, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 3.4285714285714284, 4.142857142857143, 4.285714285714286, 5.142857142857143, 5.285714285714286, 5.571428571428571, 6.0, 7.142857142857143, 8.142857142857142, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.571428571428571, 10.142857142857142, 10.428571428571429, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.714285714285714, 12.571428571428571, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.571428571428571, 15.142857142857142, 16.714285714285715, 17.285714285714285, 17.571428571428573, 17.714285714285715, 18.142857142857142, 19.857142857142858, 22.0, 22.142857142857142, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 1.0, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.7142857142857142, 2.142857142857143, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted over a span of several weeks. The reviews begin at week 0 and continue steadily, with a noticeable clustering of reviews occurring in the early weeks, particularly within the first 15 weeks. The user also submits a review in the \"Kindle Store\" category shortly after week 22, indicating a slight diversification in review categories, but the majority remain centered on books throughout the timeline." }, { "dim_process": 18, "seq_idx": 102, "seq_len": 43, "time_since_start": [ 0.0, 0.42857142857142855, 1.1428571428571428, 1.4285714285714286, 2.2857142857142856, 2.857142857142857, 3.5714285714285716, 4.285714285714286, 5.857142857142857, 6.0, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.857142857142857, 8.0, 8.857142857142858, 9.0, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.857142857142858, 11.0, 11.142857142857142, 11.857142857142858, 12.142857142857142, 12.428571428571429, 13.0, 13.571428571428571, 13.857142857142858, 14.285714285714286, 14.714285714285714, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.428571428571427, 16.857142857142858, 18.857142857142858, 19.0, 21.285714285714285, 22.428571428571427, 23.857142857142858, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 2.0, 0.14285714285714285, 2.2857142857142856, 1.1428571428571428, 1.4285714285714286, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, with all entries falling within a continuous timeline. The reviews begin at week 0 and continue steadily, with a notable clustering of submissions occurring in the early weeks, particularly within the first 15 weeks. After this initial period, the frequency of reviews appears to decrease, with more extended gaps between submissions as time progresses, especially after week 18. Overall, the trend indicates a strong initial engagement with the book category that tapers off over time." }, { "dim_process": 18, "seq_idx": 103, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.0, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 3.0, 4.0, 4.285714285714286, 4.571428571428571, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.285714285714286, 5.857142857142857, 6.0, 6.285714285714286, 6.571428571428571, 7.0, 7.571428571428571, 8.0, 8.571428571428571, 9.0, 9.285714285714286, 10.857142857142858, 11.285714285714286, 11.857142857142858, 12.0, 12.428571428571429, 13.0, 13.428571428571429, 13.571428571428571, 15.0, 15.0, 16.571428571428573, 17.0, 17.714285714285715, 17.857142857142858, 18.571428571428573, 20.857142857142858, 21.0, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 1.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.0, 1.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 2.2857142857142856, 0.14285714285714285, 3.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features entries in the \"Books\" category, which are consistently submitted over the entire timeline, with a notable concentration in the earlier weeks. Reviews for the \"Kindle Store\" category appear less frequently and are clustered around the 4.5-week mark and again at the 15-week mark. Overall, the trend indicates a strong focus on books throughout the sequence, with Kindle Store reviews serving as occasional interjections rather than a sustained pattern." }, { "dim_process": 18, "seq_idx": 104, "seq_len": 56, "time_since_start": [ 0.0, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 2.4285714285714284, 2.7142857142857144, 3.0, 3.5714285714285716, 4.428571428571429, 5.857142857142857, 6.428571428571429, 6.428571428571429, 6.714285714285714, 6.857142857142857, 6.857142857142857, 8.142857142857142, 8.571428571428571, 9.0, 9.0, 9.142857142857142, 9.285714285714286, 9.857142857142858, 10.571428571428571, 10.571428571428571, 10.714285714285714, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.0, 13.571428571428571, 14.285714285714286, 14.714285714285714, 15.142857142857142, 15.142857142857142, 15.714285714285714, 16.428571428571427, 16.571428571428573, 16.857142857142858, 18.857142857142858, 19.0, 19.142857142857142, 19.142857142857142, 19.285714285714285, 19.571428571428573, 19.714285714285715, 19.714285714285715, 20.0, 20.285714285714285, 21.142857142857142, 22.142857142857142, 23.0, 23.142857142857142, 23.428571428571427, 23.571428571428573, 23.857142857142858, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 1.2857142857142858, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.0, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.0, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 2.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 1.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0 ], "type_event": [ 1, 11, 10, 11, 12, 11, 4, 14, 10, 10, 14, 10, 6, 9, 11, 9, 10, 10, 16, 9, 10, 10, 12, 10, 10, 10, 10, 11, 10, 0, 10, 0, 10, 4, 6, 2, 7, 10, 4, 4, 4, 7, 11, 4, 1, 11, 9, 4, 0, 4, 9, 1, 11, 15, 4, 7 ], "type_text": [ "Tools and Home Improvement", "Home and Kitchen", "Books", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Electronics", "Movies and TV", "Books", "Books", "Movies and TV", "Books", "Industrial and Scientific", "Office Products", "Home and Kitchen", "Office Products", "Books", "Books", "Kindle Store", "Office Products", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Other", "Books", "Other", "Books", "Electronics", "Industrial and Scientific", "Pet Supplies", "Grocery and Gourmet Food", "Books", "Electronics", "Electronics", "Electronics", "Grocery and Gourmet Food", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Home and Kitchen", "Office Products", "Electronics", "Other", "Electronics", "Office Products", "Tools and Home Improvement", "Home and Kitchen", "Clothing Shoes and Jewelry", "Electronics", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with notable clustering of certain types. Initially, reviews are spread across categories like Tools and Home Improvement, Home and Kitchen, and Books within the first few weeks. As time progresses, there is a significant concentration of reviews in the Books category, particularly between weeks 8 and 15. Electronics reviews begin to emerge around week 3 and increase in frequency, particularly in the later weeks, indicating a trend toward more electronic product reviews. Additionally, there are several instances of reviews for Office Products and Grocery and Gourmet Food towards the end of the sequence, suggesting a shift in focus as time goes on." }, { "dim_process": 18, "seq_idx": 105, "seq_len": 56, "time_since_start": [ 0.0, 0.14285714285714285, 1.2857142857142858, 1.4285714285714286, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 4.0, 4.142857142857143, 4.285714285714286, 5.714285714285714, 6.0, 6.142857142857143, 7.0, 7.285714285714286, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 8.714285714285714, 9.142857142857142, 9.571428571428571, 10.142857142857142, 10.285714285714286, 11.0, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.428571428571429, 12.714285714285714, 14.0, 14.142857142857142, 14.285714285714286, 14.714285714285714, 15.142857142857142, 15.571428571428571, 15.857142857142858, 16.0, 16.142857142857142, 17.285714285714285, 18.428571428571427, 19.142857142857142, 19.285714285714285, 21.428571428571427, 22.0, 23.0, 23.142857142857142, 23.857142857142858, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 2.142857142857143, 0.5714285714285714, 1.0, 0.14285714285714285, 0.7142857142857143, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a significant majority of reviews submitted over a span of time. Most reviews occur within the first 25 weeks, with a notable cluster of activity in the early weeks, particularly between weeks 0 and 12. A single review for the \"Kindle Store\" category occurs around week 7, but the trend quickly returns to reviewing books. The frequency of reviews appears to taper off after week 25, indicating a sustained but gradually decreasing engagement with the product category over time." }, { "dim_process": 18, "seq_idx": 106, "seq_len": 44, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 1.5714285714285714, 2.0, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.0, 4.571428571428571, 4.857142857142857, 5.0, 5.0, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.714285714285714, 7.285714285714286, 7.571428571428571, 8.0, 8.571428571428571, 8.857142857142858, 9.428571428571429, 9.714285714285714, 9.714285714285714, 10.0, 10.285714285714286, 10.857142857142858, 11.285714285714286, 13.142857142857142, 13.428571428571429, 13.857142857142858, 14.142857142857142, 15.857142857142858, 16.142857142857142, 17.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.8571428571428572, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 1.1428571428571428 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted over time. The first review appears within the initial week, and the frequency of \"Books\" reviews remains high throughout the sequence, with several clusters occurring between weeks 0 and 10. The \"Kindle Store\" reviews are less frequent and tend to occur intermittently, primarily appearing after the first few weeks and again around the later weeks of the sequence. Overall, the reviews predominantly center around the \"Books\" category, with \"Kindle Store\" reviews appearing as secondary and less frequent events." }, { "dim_process": 18, "seq_idx": 107, "seq_len": 89, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.2857142857142858, 1.7142857142857142, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.2857142857142856, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.0, 4.428571428571429, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 10.142857142857142, 10.714285714285714, 10.714285714285714, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.0, 13.571428571428571, 14.428571428571429, 14.571428571428571, 15.0, 15.285714285714286, 15.285714285714286, 15.571428571428571, 15.714285714285714, 16.285714285714285, 16.571428571428573, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.285714285714285, 19.714285714285715, 20.0, 21.0, 21.428571428571427, 23.571428571428573, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 2.4285714285714284, 0.2857142857142857, 1.0, 0.42857142857142855, 2.142857142857143, 0.14285714285714285 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 16, 10, 16, 10, 10, 16, 16, 16, 10, 4, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which appears consistently throughout the timeline, particularly in the early weeks. The \"Kindle Store\" category also features prominently, with its reviews clustering around the first few weeks and again later in the sequence. There are a few instances of reviews in the \"Electronics\" category, but these are infrequent compared to the other two categories. Overall, the user exhibits a strong preference for reviewing books, with Kindle Store reviews appearing intermittently, especially after the initial weeks." }, { "dim_process": 18, "seq_idx": 108, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.4285714285714286, 2.0, 2.4285714285714284, 2.857142857142857, 3.0, 3.857142857142857, 4.857142857142857, 5.0, 5.0, 5.285714285714286, 6.0, 7.0, 7.428571428571429, 8.428571428571429, 9.0, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.428571428571429, 10.857142857142858, 11.142857142857142, 11.714285714285714, 12.285714285714286, 13.142857142857142, 14.0, 14.142857142857142, 14.428571428571429, 15.0, 15.142857142857142, 15.285714285714286, 15.857142857142858, 16.142857142857142, 17.0, 17.142857142857142, 17.428571428571427, 17.857142857142858, 18.0, 18.857142857142858, 19.857142857142858, 22.142857142857142, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 1.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.7142857142857143, 1.0, 0.42857142857142855, 1.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 1.0, 2.2857142857142856, 1.7142857142857142 ], "type_event": [ 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. Initial reviews include a few entries in other categories, such as \"Clothing Shoes and Jewelry\" and \"Home and Kitchen,\" but these are sparse compared to the numerous reviews for books. The reviews for books cluster heavily in the early weeks, with a gradual continuation of submissions throughout the timeline, indicating a sustained interest in this category. Overall, the trend reveals a clear preference for books, with minimal diversification into other product categories." }, { "dim_process": 18, "seq_idx": 109, "seq_len": 40, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.4285714285714284, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.428571428571429, 4.714285714285714, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.285714285714286, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.571428571428571, 8.0, 8.142857142857142, 8.714285714285714, 8.857142857142858, 9.428571428571429, 10.571428571428571, 10.714285714285714, 12.142857142857142, 12.428571428571429, 13.0, 13.857142857142858, 15.571428571428571, 16.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.7142857142857142, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with all entries occurring within a span of approximately 16 weeks. The reviews are submitted consistently, particularly in the first half of the timeline, with a noticeable clustering of entries in the early weeks. After a peak in activity around the 3 to 4-week mark, there is a gradual decline in the frequency of reviews, with some periods of increased activity re-emerging later in the timeline. Overall, the trend indicates a strong initial engagement with the product category, followed by a tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 110, "seq_len": 76, "time_since_start": [ 0.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 10.285714285714286, 10.571428571428571, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.857142857142858, 17.0, 17.285714285714285, 17.571428571428573, 18.0, 18.142857142857142, 19.0, 19.142857142857142, 21.857142857142858, 22.428571428571427, 24.714285714285715, 25.142857142857142 ], "time_since_last_event": [ 0.0, 2.142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 2.7142857142857144, 0.5714285714285714, 2.2857142857142856, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly features reviews in the \"Books\" category, which occur consistently over a span of weeks. The reviews begin at week 0 and continue to be submitted at regular intervals, with a noticeable cluster of activity in the early weeks, particularly between weeks 0 and 18. As time progresses, the frequency of reviews remains steady, with some gaps appearing in the later weeks, particularly around weeks 19 to 25. Overall, the trend shows a sustained interest in reviewing books throughout the entire period, with no diversification into other categories." }, { "dim_process": 18, "seq_idx": 111, "seq_len": 86, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.0, 1.5714285714285714, 2.0, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 3.5714285714285716, 4.0, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 4.857142857142857, 5.0, 5.857142857142857, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.571428571428571, 9.714285714285714, 10.0, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.714285714285714, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.0, 13.571428571428571, 13.714285714285714, 14.0, 14.428571428571429, 14.571428571428571, 15.0, 15.142857142857142, 15.428571428571429, 15.571428571428571, 16.142857142857142, 16.285714285714285, 16.571428571428573, 16.714285714285715, 17.285714285714285, 17.428571428571427, 18.0, 18.714285714285715, 19.142857142857142, 19.428571428571427, 19.857142857142858, 20.0, 20.571428571428573, 20.857142857142858, 20.857142857142858, 21.142857142857142, 21.285714285714285, 22.0, 24.0, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 2.0, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over an extended period. The \"Kindle Store\" reviews appear less frequently, primarily clustered at specific intervals, such as around the 1-week, 2-week, 4-week, 5-week, 8-week, 10-week, and 20-week marks. The reviews for \"Books\" are densely packed, particularly in the earlier weeks, indicating a sustained interest in that category throughout the timeline. Overall, the trend reflects a consistent engagement with books, with intermittent reviews for the Kindle Store appearing at regular intervals." }, { "dim_process": 18, "seq_idx": 112, "seq_len": 44, "time_since_start": [ 0.0, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 3.857142857142857, 3.857142857142857, 3.857142857142857, 4.571428571428571, 4.571428571428571, 7.285714285714286, 7.285714285714286, 10.285714285714286, 10.285714285714286, 10.571428571428571, 10.571428571428571, 10.571428571428571, 13.142857142857142, 15.0, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 16.0, 16.0, 16.0, 17.428571428571427, 17.428571428571427, 17.428571428571427, 19.857142857142858, 20.142857142857142, 20.142857142857142, 20.142857142857142, 21.714285714285715, 21.714285714285715, 21.714285714285715, 22.428571428571427, 22.428571428571427, 22.428571428571427, 22.428571428571427, 24.0, 24.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 2.5714285714285716, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858, 0.0, 0.0, 0.7142857142857143, 0.0, 2.7142857142857144, 0.0, 3.0, 0.0, 0.2857142857142857, 0.0, 0.0, 2.5714285714285716, 1.8571428571428572, 0.42857142857142855, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 2.4285714285714284, 0.2857142857142857, 0.0, 0.0, 1.5714285714285714, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 1.5714285714285714, 0.0, 1.1428571428571428 ], "type_event": [ 11, 14, 2, 11, 7, 9, 2, 7, 8, 11, 7, 15, 10, 7, 10, 11, 0, 7, 2, 10, 11, 9, 2, 14, 14, 15, 9, 11, 2, 14, 14, 14, 4, 12, 9, 7, 10, 11, 14, 15, 9, 14, 15, 11 ], "type_text": [ "Home and Kitchen", "Movies and TV", "Pet Supplies", "Home and Kitchen", "Grocery and Gourmet Food", "Office Products", "Pet Supplies", "Grocery and Gourmet Food", "Toys and Games", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Other", "Grocery and Gourmet Food", "Pet Supplies", "Books", "Home and Kitchen", "Office Products", "Pet Supplies", "Movies and TV", "Movies and TV", "Clothing Shoes and Jewelry", "Office Products", "Home and Kitchen", "Pet Supplies", "Movies and TV", "Movies and TV", "Movies and TV", "Electronics", "Sports and Outdoors", "Office Products", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Movies and TV", "Clothing Shoes and Jewelry", "Office Products", "Movies and TV", "Clothing Shoes and Jewelry", "Home and Kitchen" ], "description": "The sequence of product reviews shows a progression where the user initially focuses on categories like Home and Kitchen and Grocery and Gourmet Food within the first few weeks. As time progresses, there is a noticeable increase in reviews for Movies and TV, particularly around the 16-week mark, which continues to dominate the later stages of the timeline. Additionally, there is a pattern of clustering in certain categories, such as Books and Office Products, which appear multiple times in close succession. Overall, the reviews transition from a diverse range of categories early on to a concentration on Movies and TV in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 113, "seq_len": 109, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.571428571428571, 4.714285714285714, 5.0, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.0, 6.0, 6.142857142857143, 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0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 2.142857142857143, 1.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.0, 0.7142857142857143, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 16, 10, 16, 16, 10, 16, 16, 10, 10, 16, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 16, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple reviews submitted consistently throughout the timeline. Reviews for the \"Kindle Store\" category appear less frequently but tend to cluster in specific periods, particularly around the early weeks and again towards the latter part of the sequence. Initially, there is a strong emphasis on \"Books,\" with a gradual introduction of \"Kindle Store\" reviews, which then become more regular towards the end. Overall, the pattern indicates a sustained interest in \"Books\" with intermittent reviews for the \"Kindle Store\" that increase in frequency over time." }, { "dim_process": 18, "seq_idx": 114, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 1.8571428571428572, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 4.428571428571429, 5.142857142857143, 5.714285714285714, 6.142857142857143, 6.571428571428571, 6.857142857142857, 7.571428571428571, 8.0, 8.285714285714286, 10.142857142857142, 10.571428571428571, 11.0, 11.142857142857142, 11.428571428571429, 12.142857142857142, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.428571428571429, 14.0, 14.428571428571429, 14.857142857142858, 15.285714285714286, 15.428571428571429, 15.714285714285714, 16.0, 16.285714285714285, 17.0, 17.428571428571427, 17.857142857142858, 18.285714285714285, 20.0, 22.142857142857142, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.7142857142857142, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 1.8571428571428572, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.7142857142857142, 2.142857142857143, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted in this category throughout the timeline. The initial reviews appear clustered within the first few weeks, with a gradual increase in frequency over time, peaking around the 15 to 18-week mark. A notable shift occurs at the 20-week point with the introduction of a review in the \"Kindle Store\" category, followed by a return to reviews in the \"Books\" category in the subsequent weeks. Overall, the trend indicates a sustained interest in books, with a brief exploration of the Kindle Store occurring later in the sequence." }, { "dim_process": 18, "seq_idx": 115, "seq_len": 50, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.5714285714285716, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.285714285714286, 5.857142857142857, 6.0, 6.285714285714286, 6.714285714285714, 7.0, 7.285714285714286, 7.571428571428571, 9.142857142857142, 9.571428571428571, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.0, 11.285714285714286, 11.714285714285714, 12.142857142857142, 13.142857142857142, 14.0, 14.428571428571429, 15.0, 15.142857142857142, 16.857142857142858, 17.428571428571427, 18.285714285714285, 19.285714285714285, 19.857142857142858, 21.428571428571427, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.0, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 1.7142857142857142, 0.5714285714285714, 0.8571428571428571, 1.0, 0.5714285714285714, 1.5714285714285714, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with a significant concentration of reviews submitted in the earlier weeks. The reviews for \"Books\" continue consistently over time, with only a few instances of \"Kindle Store\" reviews appearing at specific intervals. Notably, there is a longer gap before the first \"Kindle Store\" review, which occurs after several weeks of continuous \"Books\" reviews. Overall, the trend indicates a strong focus on \"Books\" throughout the sequence, with \"Kindle Store\" reviews occurring less frequently and clustered at distinct points." }, { "dim_process": 18, "seq_idx": 116, "seq_len": 52, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.4285714285714284, 3.0, 3.2857142857142856, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.0, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.0, 7.142857142857143, 7.714285714285714, 8.142857142857142, 8.857142857142858, 9.0, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.285714285714286, 10.571428571428571, 10.571428571428571, 11.0, 12.0, 12.285714285714286, 13.285714285714286, 13.857142857142858, 14.142857142857142, 14.428571428571429, 15.0, 15.142857142857142, 15.285714285714286, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.142857142857142, 18.285714285714285, 19.0, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 1.0, 0.2857142857142857, 1.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 4.285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a significant concentration of reviews occurring within the first 18 weeks. The reviews are predominantly submitted at regular intervals, particularly in the early weeks, indicating a sustained engagement with books over time. A notable shift occurs around week 10, where a review for the \"Kindle Store\" is introduced alongside the continued reviews for books. After week 19, there is a noticeable gap before the final review is submitted at week 23, suggesting a decrease in review activity. Overall, the trend indicates a strong initial interest in books, with a slight diversification into the Kindle Store, followed by a tapering off of review submissions." }, { "dim_process": 18, "seq_idx": 117, "seq_len": 43, "time_since_start": [ 0.0, 0.8571428571428571, 1.1428571428571428, 1.5714285714285714, 2.0, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.714285714285714, 5.0, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.857142857142857, 8.571428571428571, 8.571428571428571, 10.571428571428571, 10.857142857142858, 11.0, 11.857142857142858, 12.0, 12.714285714285714, 12.857142857142858, 13.857142857142858, 14.857142857142858, 15.142857142857142, 16.285714285714285, 16.857142857142858, 17.857142857142858, 18.857142857142858, 19.285714285714285, 20.857142857142858, 21.857142857142858, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.7142857142857142, 0.0, 2.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.0, 1.0, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 1.0, 1.0, 0.42857142857142855, 1.5714285714285714, 1.0, 3.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 13, 10, 2, 9, 12, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Books", "Pet Supplies", "Office Products", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted in this category throughout the timeline. Initial reviews are concentrated within the first few weeks, predominantly featuring books, with a few reviews for other categories appearing around the three-week mark. After this brief diversification, the user returns to reviewing books, which continues to dominate the sequence, with occasional entries in other categories such as Electronics and the Kindle Store appearing much later in the timeline. Overall, the trend indicates a strong and sustained interest in books, with a notable clustering of reviews in that category over time." }, { "dim_process": 18, "seq_idx": 118, "seq_len": 56, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 1.0, 1.0, 1.1428571428571428, 1.1428571428571428, 3.5714285714285716, 3.7142857142857144, 4.285714285714286, 4.857142857142857, 5.0, 5.571428571428571, 5.571428571428571, 5.571428571428571, 6.142857142857143, 6.142857142857143, 6.714285714285714, 7.857142857142857, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.571428571428571, 9.0, 9.0, 11.857142857142858, 12.857142857142858, 12.857142857142858, 13.142857142857142, 13.857142857142858, 13.857142857142858, 14.285714285714286, 14.285714285714286, 14.285714285714286, 14.571428571428571, 17.0, 18.857142857142858, 19.142857142857142, 19.857142857142858, 21.285714285714285, 21.285714285714285, 21.428571428571427, 22.0, 22.857142857142858, 22.857142857142858, 22.857142857142858, 23.571428571428573, 23.714285714285715, 23.714285714285715, 23.714285714285715, 23.714285714285715, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 2.4285714285714284, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.0, 0.0, 0.5714285714285714, 0.0, 0.5714285714285714, 1.1428571428571428, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 2.857142857142857, 1.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 2.4285714285714284, 1.8571428571428572, 0.2857142857142857, 0.7142857142857143, 1.4285714285714286, 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.0, 0.0, 0.0, 1.1428571428571428 ], "type_event": [ 1, 15, 12, 5, 4, 4, 15, 1, 15, 1, 1, 4, 11, 4, 11, 11, 5, 12, 17, 4, 4, 17, 4, 1, 11, 3, 5, 1, 5, 9, 11, 5, 1, 5, 13, 15, 5, 6, 5, 5, 4, 1, 4, 14, 4, 4, 6, 5, 1, 4, 4, 9, 12, 13, 14, 1 ], "type_text": [ "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Automotive", "Electronics", "Electronics", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Tools and Home Improvement", "Electronics", "Home and Kitchen", "Electronics", "Home and Kitchen", "Home and Kitchen", "Automotive", "Sports and Outdoors", "Cell Phones and Accessories", "Electronics", "Electronics", "Cell Phones and Accessories", "Electronics", "Tools and Home Improvement", "Home and Kitchen", "Arts Crafts and Sewing", "Automotive", "Tools and Home Improvement", "Automotive", "Office Products", "Home and Kitchen", "Automotive", "Tools and Home Improvement", "Automotive", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Automotive", "Industrial and Scientific", "Automotive", "Automotive", "Electronics", "Tools and Home Improvement", "Electronics", "Movies and TV", "Electronics", "Electronics", "Industrial and Scientific", "Automotive", "Tools and Home Improvement", "Electronics", "Electronics", "Office Products", "Sports and Outdoors", "Patio Lawn and Garden", "Movies and TV", "Tools and Home Improvement" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the initial weeks, including Tools and Home Improvement, Clothing Shoes and Jewelry, and Electronics. As time progresses, there is a noticeable clustering of reviews in the Tools and Home Improvement and Automotive categories, particularly around the 3 to 14-week mark. Electronics reviews appear frequently throughout the timeline, especially in the later weeks, indicating a sustained interest. Additionally, there are multiple submissions in the Home and Kitchen category around the 4 to 6-week period, while reviews for Movies and TV and Office Products appear later in the sequence. Overall, the timing shows a mix of early diverse interests with a later focus on specific categories." }, { "dim_process": 18, "seq_idx": 119, "seq_len": 57, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.0, 2.2857142857142856, 2.857142857142857, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.285714285714286, 5.571428571428571, 6.285714285714286, 6.428571428571429, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.0, 8.714285714285714, 9.142857142857142, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.428571428571429, 10.571428571428571, 11.0, 11.571428571428571, 12.142857142857142, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.0, 14.428571428571429, 15.714285714285714, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.428571428571427, 17.714285714285715, 18.0, 18.142857142857142, 19.142857142857142, 19.285714285714285, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 3.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of entries categorized as \"Books,\" which are submitted consistently over a period of time. The reviews begin at week 0 and continue to be submitted at a steady pace for several weeks, with a notable cluster of reviews occurring in the initial weeks. A brief shift occurs at week 8 with a review for the \"Kindle Store,\" but the focus quickly returns to \"Books,\" which dominate the subsequent entries. The frequency of reviews remains high throughout the timeline, with a gradual tapering off towards the end of the sequence. Overall, the trend indicates a sustained interest in \"Books\" with minimal diversification in review categories." }, { "dim_process": 18, "seq_idx": 120, "seq_len": 72, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 3.0, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.0, 6.142857142857143, 6.428571428571429, 7.0, 7.142857142857143, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 10.0, 10.142857142857142, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.428571428571429, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.0, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.285714285714286, 15.428571428571429, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.0, 17.142857142857142, 17.857142857142858, 18.0, 21.0, 22.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 3.0, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with a consistent pattern of submissions occurring at regular intervals over time. The reviews begin at week 0 and continue to be submitted frequently, particularly in the early weeks, with a notable clustering of reviews in the first 18 weeks. After week 18, the frequency of reviews appears to decrease, with submissions becoming less regular and more spaced out, culminating in reviews at weeks 21 and 22. Overall, the trend indicates a high volume of reviews concentrated in the initial weeks, followed by a gradual decline in submission frequency." }, { "dim_process": 18, "seq_idx": 121, "seq_len": 49, "time_since_start": [ 0.0, 1.4285714285714286, 1.4285714285714286, 2.0, 2.0, 2.142857142857143, 2.4285714285714284, 4.142857142857143, 4.285714285714286, 5.714285714285714, 5.857142857142857, 6.571428571428571, 7.0, 7.142857142857143, 7.285714285714286, 8.428571428571429, 9.142857142857142, 9.714285714285714, 9.714285714285714, 9.857142857142858, 10.0, 11.0, 11.857142857142858, 12.0, 12.0, 12.142857142857142, 12.428571428571429, 12.571428571428571, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.714285714285714, 15.142857142857142, 15.428571428571429, 15.714285714285714, 15.857142857142858, 17.0, 17.142857142857142, 17.857142857142858, 20.142857142857142, 20.571428571428573, 22.0, 22.857142857142858, 23.714285714285715 ], "time_since_last_event": [ 0.0, 1.4285714285714286, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 1.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 2.2857142857142856, 0.42857142857142855, 1.4285714285714286, 0.8571428571428571, 0.8571428571428571 ], "type_event": [ 16, 10, 16, 10, 16, 10, 10, 10, 16, 16, 10, 16, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 16, 16, 16, 10, 10, 16, 16, 16, 16, 16, 10, 10, 10, 16, 16, 10, 16, 16, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a mix of reviews for the Kindle Store and Books, with an initial focus on the Kindle Store. Over time, there is a noticeable clustering of reviews for Books, particularly between weeks 2 and 12, where multiple reviews are submitted in close succession. As the sequence progresses, reviews for the Kindle Store become more frequent, particularly from weeks 11 to 23, indicating a shift in focus towards this category. Overall, the sequence shows an early emphasis on the Kindle Store, followed by a significant increase in Book reviews, and a later resurgence of Kindle Store reviews." }, { "dim_process": 18, "seq_idx": 122, "seq_len": 51, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0, 1.1428571428571428, 1.8571428571428572, 2.0, 2.4285714285714284, 2.7142857142857144, 3.0, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.571428571428571, 4.714285714285714, 5.142857142857143, 5.428571428571429, 6.285714285714286, 6.714285714285714, 7.0, 7.428571428571429, 7.714285714285714, 8.0, 8.428571428571429, 8.714285714285714, 9.0, 9.285714285714286, 9.571428571428571, 10.142857142857142, 10.428571428571429, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.0, 12.285714285714286, 12.571428571428571, 13.0, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.0, 14.285714285714286, 14.571428571428571, 15.0, 15.285714285714286, 15.714285714285714, 21.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 5.714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of submissions, with all reviews categorized under \"Books\" occurring in a continuous manner over a span of several weeks. The reviews are densely clustered in the initial weeks, with a gradual increase in intervals between submissions as time progresses. After a significant gap, a single review for the \"Kindle Store\" is submitted, indicating a shift in focus after an extended period of reviewing books. Overall, the trend highlights a strong initial engagement with books, followed by a notable transition to a different category after a lengthy review period." }, { "dim_process": 18, "seq_idx": 123, "seq_len": 49, "time_since_start": [ 0.0, 0.42857142857142855, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.2857142857142856, 2.857142857142857, 3.0, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.0, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 7.571428571428571, 9.571428571428571, 9.857142857142858, 10.0, 11.857142857142858, 12.0, 12.857142857142858, 13.285714285714286, 13.285714285714286, 13.571428571428571, 15.285714285714286, 15.571428571428571, 16.0, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.0, 17.285714285714285, 17.428571428571427, 17.857142857142858, 20.571428571428573, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 2.0, 0.2857142857142857, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.0, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 2.7142857142857144, 2.857142857142857 ], "type_event": [ 16, 10, 16, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a mix of reviews for the Kindle Store and Books, with initial activity concentrated in the first few weeks. As time progresses, there is a noticeable increase in the frequency of Book reviews, particularly between weeks 1 and 10, where they dominate the sequence. Reviews for the Kindle Store appear less frequently and tend to cluster around specific periods, particularly at the beginning and towards the end of the sequence. Overall, the trend shows a shift from a balanced distribution of reviews to a strong emphasis on Books over time, with Kindle Store reviews occurring more sporadically." }, { "dim_process": 18, "seq_idx": 124, "seq_len": 43, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 1.4285714285714286, 2.857142857142857, 3.142857142857143, 3.7142857142857144, 4.0, 4.428571428571429, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 6.428571428571429, 7.571428571428571, 7.714285714285714, 8.0, 8.142857142857142, 8.571428571428571, 11.0, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 13.285714285714286, 14.0, 14.142857142857142, 15.428571428571429, 16.0, 16.285714285714285, 16.857142857142858, 18.428571428571427, 18.428571428571427, 19.142857142857142, 20.285714285714285, 21.0, 22.142857142857142, 24.0, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.0, 0.5714285714285714, 1.4285714285714286, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 2.4285714285714284, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142, 0.7142857142857143, 0.14285714285714285, 1.2857142857142858, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 1.5714285714285714, 0.0, 0.7142857142857143, 1.1428571428571428, 0.7142857142857143, 1.1428571428571428, 1.8571428571428572, 0.8571428571428571 ], "type_event": [ 0, 15, 10, 11, 10, 10, 10, 0, 11, 11, 11, 10, 9, 10, 11, 7, 12, 8, 3, 4, 10, 10, 8, 9, 8, 11, 10, 10, 15, 11, 4, 0, 10, 8, 10, 10, 15, 10, 15, 11, 4, 11, 7 ], "type_text": [ "Other", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Books", "Books", "Books", "Other", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Books", "Office Products", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Sports and Outdoors", "Toys and Games", "Arts Crafts and Sewing", "Electronics", "Books", "Books", "Toys and Games", "Office Products", "Toys and Games", "Home and Kitchen", "Books", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Electronics", "Other", "Books", "Toys and Games", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Electronics", "Home and Kitchen", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews begins with a variety of categories, including 'Other' and 'Clothing Shoes and Jewelry,' in the initial weeks. A notable trend is the frequent occurrence of 'Books,' which appears multiple times throughout the sequence, particularly clustering between weeks 0.86 and 19.14. 'Home and Kitchen' reviews also show a significant presence, especially between weeks 4.0 and 24.0, indicating a sustained interest in this category. Other categories, such as 'Toys and Games' and 'Electronics,' appear later in the sequence, suggesting a gradual diversification of review topics over time. Overall, the sequence reflects a shift from a broader range of categories to a more concentrated focus on specific products, particularly 'Books' and 'Home and Kitchen.'" }, { "dim_process": 18, "seq_idx": 125, "seq_len": 42, "time_since_start": [ 0.0, 1.1428571428571428, 1.7142857142857142, 1.7142857142857142, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.0, 3.4285714285714284, 4.714285714285714, 5.142857142857143, 5.714285714285714, 6.285714285714286, 6.428571428571429, 6.571428571428571, 7.142857142857143, 7.714285714285714, 8.0, 8.142857142857142, 8.571428571428571, 8.857142857142858, 9.285714285714286, 9.857142857142858, 10.857142857142858, 11.285714285714286, 11.857142857142858, 12.714285714285714, 12.857142857142858, 13.0, 13.285714285714286, 14.142857142857142, 14.428571428571429, 15.285714285714286, 16.714285714285715, 17.571428571428573, 19.142857142857142, 19.428571428571427, 21.428571428571427, 21.571428571428573, 22.0, 22.285714285714285, 24.0 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.5714285714285714, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.0, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 1.4285714285714286, 0.8571428571428571, 1.5714285714285714, 0.2857142857142857, 2.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.7142857142857142 ], "type_event": [ 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. Reviews for \"Kindle Store\" appear less frequently and are interspersed among the \"Books\" reviews, primarily occurring at distinct intervals. The initial reviews are concentrated within the first few weeks, with a gradual increase in frequency before stabilizing, while the \"Kindle Store\" reviews tend to cluster at specific points, particularly around weeks 1.71, 14.43, and 24.0. Overall, the pattern indicates a strong preference for reviewing books, with occasional engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 126, "seq_len": 50, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 1.2857142857142858, 1.5714285714285714, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.0, 4.285714285714286, 4.857142857142857, 5.285714285714286, 6.142857142857143, 6.428571428571429, 7.0, 8.142857142857142, 8.428571428571429, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.285714285714286, 13.285714285714286, 14.0, 14.142857142857142, 14.571428571428571, 15.0, 15.142857142857142, 16.0, 16.571428571428573, 17.142857142857142, 17.285714285714285, 17.571428571428573, 18.285714285714285, 21.0, 21.285714285714285, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.2857142857142857, 1.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.0, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 2.7142857142857144, 0.2857142857142857, 2.857142857142857 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The \"Kindle Store\" category appears less frequently and is clustered in the earlier weeks, primarily occurring before the 3-week mark. After this initial period, reviews predominantly continue in the \"Books\" category, with only a few instances of \"Kindle Store\" reviews interspersed. Overall, the trend indicates a strong preference for reviewing books, particularly in the earlier weeks, while reviews for the Kindle Store are more sporadic and less frequent." }, { "dim_process": 18, "seq_idx": 127, "seq_len": 41, "time_since_start": [ 0.0, 1.0, 2.7142857142857144, 3.0, 3.4285714285714284, 4.285714285714286, 5.0, 5.571428571428571, 5.714285714285714, 6.0, 6.571428571428571, 7.285714285714286, 7.428571428571429, 8.428571428571429, 8.428571428571429, 8.857142857142858, 9.0, 9.428571428571429, 9.571428571428571, 9.571428571428571, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 11.0, 11.142857142857142, 11.714285714285714, 12.428571428571429, 12.571428571428571, 13.428571428571429, 13.714285714285714, 14.428571428571429, 15.0, 15.571428571428571, 16.0, 16.142857142857142, 16.571428571428573, 17.0, 18.857142857142858, 23.0, 23.285714285714285 ], "time_since_last_event": [ 0.0, 1.0, 1.7142857142857142, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 1.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.8571428571428572, 4.142857142857143, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted within the first 18 weeks. The reviews for \"Kindle Store\" appear sporadically, primarily clustered around weeks 8 and 16, suggesting a shift in interest at those points. Overall, the trend indicates that the user predominantly reviews books, with only a few instances of reviews for the Kindle Store occurring later in the sequence." }, { "dim_process": 18, "seq_idx": 128, "seq_len": 61, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 2.5714285714285716, 3.4285714285714284, 3.7142857142857144, 4.428571428571429, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 9.142857142857142, 9.285714285714286, 9.714285714285714, 10.142857142857142, 10.571428571428571, 10.857142857142858, 10.857142857142858, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.857142857142858, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.571428571428571, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.0, 15.857142857142858, 16.0, 16.142857142857142, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.428571428571427, 17.714285714285715, 18.0, 18.428571428571427, 18.571428571428573, 19.0, 19.285714285714285, 19.428571428571427, 20.142857142857142, 20.714285714285715, 21.0, 21.285714285714285, 21.571428571428573, 21.714285714285715, 22.142857142857142, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 1.1428571428571428, 1.1428571428571428, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 1.7142857142857142, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858 ], "type_event": [ 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews begins with a few entries in the Kindle Store, followed closely by a significant number of reviews for Books. The majority of the reviews cluster around the Books category, which continues to dominate the sequence over time, with only occasional entries in the Kindle Store. The frequency of Book reviews increases notably in the early weeks and maintains a steady pace, while Kindle Store reviews appear more sporadically, primarily in the earlier and later parts of the timeline. Overall, the pattern indicates a strong and consistent focus on Books throughout the review period." }, { "dim_process": 18, "seq_idx": 129, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 1.5714285714285714, 2.5714285714285716, 2.5714285714285716, 2.857142857142857, 3.0, 3.2857142857142856, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.0, 5.428571428571429, 6.142857142857143, 9.142857142857142, 10.142857142857142, 10.571428571428571, 10.714285714285714, 11.285714285714286, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.142857142857142, 13.285714285714286, 15.714285714285714, 17.142857142857142, 17.285714285714285, 17.571428571428573, 19.0, 20.142857142857142, 21.857142857142858, 22.0, 23.0, 23.0, 23.428571428571427, 24.285714285714285, 24.857142857142858, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 1.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 3.0, 1.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 2.4285714285714284, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 1.1428571428571428, 1.7142857142857142, 0.14285714285714285, 1.0, 0.0, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285 ], "type_event": [ 16, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 12, 10, 10, 10, 11, 15, 16, 4, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Kindle Store", "Electronics", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the Kindle Store and Books in the initial weeks, with multiple reviews of Books clustered in the first few weeks. As time progresses, the frequency of Book reviews remains high, peaking around the 10 to 13-week mark. There is a notable shift around the 19-week point, where the user reviews a Sports and Outdoors product, followed by a return to Books and a diversification into other categories like Home and Kitchen and Clothing Shoes and Jewelry. The sequence concludes with additional reviews of the Kindle Store and Electronics, indicating a gradual exploration of different product categories over time." }, { "dim_process": 18, "seq_idx": 130, "seq_len": 61, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 5.142857142857143, 5.571428571428571, 6.0, 7.285714285714286, 7.428571428571429, 7.714285714285714, 8.571428571428571, 8.714285714285714, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.428571428571429, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.428571428571429, 12.857142857142858, 14.0, 14.142857142857142, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.0, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.0, 17.285714285714285, 17.428571428571427, 18.571428571428573, 20.285714285714285, 21.571428571428573, 21.714285714285715, 22.0, 22.285714285714285, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 1.7142857142857142, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the early weeks. Reviews for the \"Kindle Store\" category appear less frequently and tend to cluster around specific points, such as after several weeks of book reviews. Notably, there is a significant concentration of \"Books\" reviews in the initial weeks, with a gradual increase in \"Kindle Store\" reviews emerging later in the sequence. Overall, the pattern indicates that reviews for \"Books\" are more prevalent and occur earlier, while \"Kindle Store\" reviews are more sporadic and appear later in the timeline." }, { "dim_process": 18, "seq_idx": 131, "seq_len": 141, "time_since_start": [ 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 1.0, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.0, 5.0, 5.285714285714286, 5.714285714285714, 6.0, 6.142857142857143, 6.714285714285714, 7.0, 7.142857142857143, 7.857142857142857, 8.0, 8.0, 8.142857142857142, 8.857142857142858, 9.0, 9.285714285714286, 9.285714285714286, 9.571428571428571, 9.714285714285714, 10.0, 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0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.0, 0.2857142857142857 ], "type_event": [ 10, 16, 16, 10, 10, 5, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 12, 16, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Automotive", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Sports and Outdoors", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, which dominates the early and middle periods, with numerous reviews clustered closely together. The \"Kindle Store\" category appears intermittently throughout the timeline, often following or coinciding with reviews of books. Other categories, such as \"Automotive\" and \"Sports and Outdoors,\" are less frequent and appear later in the sequence, indicating a trend where the user primarily engages with books and Kindle-related products before exploring other categories. Overall, the pattern suggests a consistent engagement with books, with Kindle reviews appearing as secondary but regular occurrences." }, { "dim_process": 18, "seq_idx": 132, "seq_len": 46, "time_since_start": [ 0.0, 0.7142857142857143, 1.0, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 2.5714285714285716, 2.5714285714285716, 2.857142857142857, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.142857142857143, 5.714285714285714, 6.857142857142857, 7.285714285714286, 7.285714285714286, 7.428571428571429, 8.428571428571429, 8.714285714285714, 9.571428571428571, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.571428571428571, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 14.142857142857142, 14.571428571428571, 15.571428571428571, 16.714285714285715, 16.857142857142858, 17.285714285714285, 20.0, 20.428571428571427, 22.571428571428573, 22.857142857142858, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 1.1428571428571428, 0.42857142857142855, 0.0, 0.14285714285714285, 1.0, 0.2857142857142857, 0.8571428571428571, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 2.142857142857143, 0.42857142857142855, 1.0, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 2.7142857142857144, 0.42857142857142855, 2.142857142857143, 0.2857142857142857, 0.42857142857142855 ], "type_event": [ 16, 13, 10, 11, 10, 10, 9, 10, 16, 10, 15, 9, 10, 16, 16, 16, 16, 10, 16, 16, 10, 16, 16, 10, 16, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 16, 16, 16, 10, 16 ], "type_text": [ "Kindle Store", "Patio Lawn and Garden", "Books", "Home and Kitchen", "Books", "Books", "Office Products", "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Office Products", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a notable focus on the \"Books\" category, which appears frequently throughout the timeline, particularly in the early weeks and again in the later weeks. \"Kindle Store\" reviews are also prevalent, often occurring in clusters, especially after the initial weeks. Other categories, such as \"Patio Lawn and Garden,\" \"Home and Kitchen,\" \"Office Products,\" and \"Clothing Shoes and Jewelry,\" appear less frequently and are mostly concentrated in the first few weeks. Overall, there is a trend of increasing reviews over time, with a significant emphasis on \"Books\" and \"Kindle Store\" as the sequence progresses." }, { "dim_process": 18, "seq_idx": 133, "seq_len": 56, "time_since_start": [ 0.0, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.0, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.0, 9.285714285714286, 9.571428571428571, 10.571428571428571, 11.142857142857142, 12.285714285714286, 12.571428571428571, 13.714285714285714, 14.571428571428571, 15.0, 15.428571428571429, 16.0, 16.142857142857142, 16.285714285714285, 17.428571428571427, 17.714285714285715, 18.857142857142858, 20.0, 20.428571428571427, 22.142857142857142, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.0, 0.5714285714285714, 1.1428571428571428, 0.2857142857142857, 1.1428571428571428, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 1.1428571428571428, 1.1428571428571428, 0.42857142857142855, 1.7142857142857142, 3.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted over time. Initially, reviews for \"Books\" occur frequently in the first few weeks, with some reviews for the \"Kindle Store\" appearing intermittently throughout the timeline. There are clusters of \"Kindle Store\" reviews around weeks 2.71, 3.0, 5.0, 7.14, 16.0, and 22.14, while the majority of reviews remain concentrated in the \"Books\" category, particularly in the earlier and later parts of the timeline. Overall, the trend indicates a sustained interest in \"Books,\" with occasional reviews for the \"Kindle Store\" interspersed throughout the sequence." }, { "dim_process": 18, "seq_idx": 134, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.0, 1.0, 2.0, 2.142857142857143, 2.142857142857143, 3.857142857142857, 4.0, 4.0, 8.142857142857142, 8.142857142857142, 9.285714285714286, 9.857142857142858, 10.0, 10.285714285714286, 10.285714285714286, 10.428571428571429, 11.0, 12.285714285714286, 13.0, 22.285714285714285, 22.285714285714285, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 1.0, 0.14285714285714285, 0.0, 1.7142857142857142, 0.14285714285714285, 0.0, 4.142857142857143, 0.0, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.7142857142857143, 9.285714285714286, 0.0, 0.0 ], "type_event": [ 1, 15, 13, 0, 6, 5, 9, 17, 4, 10, 6, 11, 4, 4, 6, 7, 1, 15, 1, 9, 1, 12, 4, 15, 16, 10, 15, 12, 15, 4, 1, 4, 15, 6, 15, 1, 10, 13, 15, 4 ], "type_text": [ "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Other", "Industrial and Scientific", "Automotive", "Office Products", "Cell Phones and Accessories", "Electronics", "Books", "Industrial and Scientific", "Home and Kitchen", "Electronics", "Electronics", "Industrial and Scientific", "Grocery and Gourmet Food", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Office Products", "Tools and Home Improvement", "Sports and Outdoors", "Electronics", "Clothing Shoes and Jewelry", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Electronics", "Tools and Home Improvement", "Electronics", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Books", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Electronics" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first week, including tools, clothing, and electronics. As time progresses, there is a noticeable clustering of reviews in the tools and home improvement category, particularly in the early weeks. Reviews for clothing and electronics appear frequently throughout the timeline, with specific peaks around the second and fourth weeks. Later in the sequence, there is a resurgence of clothing reviews, along with a few entries in other categories like books and patio lawn and garden, indicating a varied interest over time. Overall, the user shows a consistent engagement with multiple categories, with certain types like clothing and electronics appearing more prominently in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 135, "seq_len": 52, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 2.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 4.0, 4.142857142857143, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.428571428571429, 7.857142857142857, 9.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.285714285714286, 13.285714285714286, 14.142857142857142, 15.142857142857142, 16.0, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.428571428571427, 18.428571428571427, 19.142857142857142, 19.285714285714285, 21.714285714285715, 21.714285714285715, 22.0, 22.0, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 3.142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.8571428571428571, 1.0, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.7142857142857143, 0.14285714285714285, 2.4285714285714284, 0.0, 0.2857142857142857, 0.0, 0.7142857142857143 ], "type_event": [ 10, 16, 10, 14, 14, 14, 10, 16, 10, 10, 10, 10, 10, 10, 14, 14, 14, 14, 10, 14, 14, 10, 0, 14, 15, 14, 14, 14, 14, 15, 14, 14, 0, 14, 14, 14, 10, 10, 10, 10, 10, 14, 14, 14, 14, 14, 14, 14, 10, 14, 10, 14 ], "type_text": [ "Books", "Kindle Store", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Books", "Other", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Other", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV" ], "description": "The sequence of product reviews begins with a focus on Books and the Kindle Store in the initial weeks, followed by a notable shift towards Movies and TV, which becomes the predominant category over the next several weeks. Reviews for Books re-emerge intermittently but are generally less frequent compared to Movies and TV, especially from weeks 4 to 22. Other categories, such as Clothing Shoes and Jewelry, appear sporadically, primarily after the initial wave of Movies and TV reviews. Overall, a clear trend shows a strong concentration of Movies and TV reviews in the middle to later stages of the sequence, while Books are more clustered in the earlier and later parts of the timeline." }, { "dim_process": 18, "seq_idx": 136, "seq_len": 43, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 11.142857142857142, 11.142857142857142, 11.142857142857142, 11.142857142857142, 18.285714285714285, 18.285714285714285, 18.285714285714285, 18.285714285714285, 18.285714285714285, 18.428571428571427, 18.428571428571427, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 9.857142857142858, 0.0, 0.0, 0.0, 7.142857142857143, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 5.0 ], "type_event": [ 10, 0, 0, 11, 9, 8, 4, 10, 8, 0, 4, 4, 11, 1, 10, 15, 0, 9, 8, 14, 12, 0, 10, 4, 15, 0, 8, 11, 10, 9, 4, 2, 11, 15, 10, 15, 17, 11, 2, 9, 1, 10, 9 ], "type_text": [ "Books", "Other", "Other", "Home and Kitchen", "Office Products", "Toys and Games", "Electronics", "Books", "Toys and Games", "Other", "Electronics", "Electronics", "Home and Kitchen", "Tools and Home Improvement", "Books", "Clothing Shoes and Jewelry", "Other", "Office Products", "Toys and Games", "Movies and TV", "Sports and Outdoors", "Other", "Books", "Electronics", "Clothing Shoes and Jewelry", "Other", "Toys and Games", "Home and Kitchen", "Books", "Office Products", "Electronics", "Pet Supplies", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Home and Kitchen", "Pet Supplies", "Office Products", "Tools and Home Improvement", "Books", "Office Products" ], "description": "The sequence of product reviews begins with a cluster of submissions across various categories, predominantly in Books, Other, and Home and Kitchen, all occurring within the first week. As time progresses, there is a noticeable increase in the diversity of categories reviewed, particularly in Electronics and Toys and Games, during the first month. After a significant gap, reviews re-emerge with a focus on Clothing Shoes and Jewelry and Home and Kitchen around the 11-week mark, followed by another cluster at approximately 18 weeks that includes multiple categories such as Pet Supplies and Tools and Home Improvement. The sequence concludes with a review in Office Products at around 23 weeks, indicating a return to that category after a period of varied submissions." }, { "dim_process": 18, "seq_idx": 137, "seq_len": 58, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.5714285714285714, 1.7142857142857142, 2.0, 2.4285714285714284, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 9.428571428571429, 9.857142857142858, 10.714285714285714, 10.857142857142858, 11.285714285714286, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.571428571428571, 12.714285714285714, 12.714285714285714, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.571428571428571, 14.714285714285714, 15.0, 15.428571428571429, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.142857142857142, 17.142857142857142, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.428571428571427, 18.714285714285715, 19.142857142857142, 19.285714285714285, 20.285714285714285, 20.571428571428573, 20.714285714285715, 20.714285714285715, 21.0, 21.857142857142858, 22.428571428571427, 22.714285714285715, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 5.571428571428571, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 2.857142857142857 ], "type_event": [ 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 1, 13, 16, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Tools and Home Improvement", "Patio Lawn and Garden", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline, particularly in the earlier weeks. The \"Kindle Store\" category appears intermittently, often following clusters of \"Books\" reviews, suggesting a pattern where reviews of \"Books\" are more frequent initially, while \"Kindle Store\" reviews tend to occur in clusters at various points. There are also a few reviews in the \"Tools and Home Improvement\" and \"Patio Lawn and Garden\" categories, but these are isolated events compared to the consistent emphasis on \"Books.\" Overall, the trend indicates that the user primarily engages with books, with occasional reviews for Kindle-related products." }, { "dim_process": 18, "seq_idx": 138, "seq_len": 87, "time_since_start": [ 0.0, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 1.8571428571428572, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.857142857142857, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.428571428571429, 6.714285714285714, 7.0, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.857142857142858, 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16 ], "type_text": [ "Books", "Books", "Books", "Automotive", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Home and Kitchen", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Home and Kitchen", "Patio Lawn and Garden", "Books", "Clothing Shoes and Jewelry", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Initially, reviews for \"Books\" are frequent, with a few instances of other categories like \"Automotive\" and \"Kindle Store\" appearing in the first few weeks. As time progresses, there are clusters of \"Books\" reviews interspersed with occasional reviews for \"Home and Kitchen,\" \"Tools and Home Improvement,\" and \"Clothing Shoes and Jewelry.\" The \"Kindle Store\" category also appears periodically, particularly around the middle and later weeks, indicating a sustained interest in both physical and digital reading materials throughout the review period." }, { "dim_process": 18, "seq_idx": 139, "seq_len": 49, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 1.0, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.428571428571429, 5.428571428571429, 6.142857142857143, 6.571428571428571, 6.714285714285714, 7.0, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.428571428571429, 9.857142857142858, 10.0, 10.142857142857142, 10.571428571428571, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.857142857142858, 14.285714285714286, 16.285714285714285, 16.571428571428573, 17.0, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.857142857142858, 18.285714285714285, 18.571428571428573, 18.857142857142858, 19.0, 19.428571428571427, 20.428571428571427, 21.142857142857142, 21.428571428571427, 23.0, 24.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.0, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.4285714285714286, 2.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.0, 0.7142857142857143, 0.2857142857142857, 1.5714285714285714, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with all reviews falling within this single category. The reviews are submitted at relatively regular intervals, particularly in the earlier weeks, with a notable cluster of submissions occurring between weeks 0 and 12. After this initial period, the frequency of reviews appears to taper off, with longer gaps between submissions observed in the later weeks, especially after week 17. Overall, the trend indicates a high concentration of reviews early on, followed by a gradual decline in submission frequency over time." }, { "dim_process": 18, "seq_idx": 140, "seq_len": 80, "time_since_start": [ 0.0, 0.8571428571428571, 0.8571428571428571, 1.0, 1.0, 2.0, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.0, 6.285714285714286, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.571428571428571, 8.857142857142858, 9.0, 10.571428571428571, 10.571428571428571, 10.857142857142858, 11.0, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.428571428571429, 11.857142857142858, 12.0, 12.0, 13.285714285714286, 13.571428571428571, 13.571428571428571, 14.142857142857142, 14.428571428571429, 14.428571428571429, 15.285714285714286, 16.0, 16.0, 16.428571428571427, 16.571428571428573, 16.571428571428573, 17.0, 17.0, 17.142857142857142, 17.571428571428573, 18.0, 18.571428571428573, 19.285714285714285, 19.571428571428573, 20.285714285714285, 20.285714285714285, 20.285714285714285, 20.857142857142858, 21.428571428571427, 22.142857142857142, 22.142857142857142, 23.142857142857142, 23.428571428571427, 23.571428571428573, 24.0, 24.142857142857142, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.0, 0.14285714285714285, 0.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 1.2857142857142858, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.8571428571428571, 0.7142857142857143, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.0, 1.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286 ], "type_event": [ 10, 15, 10, 1, 10, 10, 10, 2, 10, 10, 6, 10, 6, 10, 10, 10, 10, 10, 1, 10, 10, 10, 11, 10, 11, 12, 10, 10, 10, 10, 10, 11, 10, 10, 10, 15, 10, 10, 10, 2, 10, 10, 1, 10, 11, 10, 7, 12, 12, 10, 10, 13, 10, 10, 0, 10, 7, 2, 10, 12, 10, 10, 10, 10, 10, 10, 10, 0, 10, 2, 10, 7, 10, 11, 0, 2, 2, 10, 2, 2 ], "type_text": [ "Books", "Clothing Shoes and Jewelry", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Industrial and Scientific", "Books", "Industrial and Scientific", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Home and Kitchen", "Books", "Home and Kitchen", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Tools and Home Improvement", "Books", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Sports and Outdoors", "Sports and Outdoors", "Books", "Books", "Patio Lawn and Garden", "Books", "Books", "Other", "Books", "Grocery and Gourmet Food", "Pet Supplies", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Pet Supplies", "Books", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Other", "Pet Supplies", "Pet Supplies", "Books", "Pet Supplies", "Pet Supplies" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which appears frequently throughout the timeline, particularly in the early weeks and continues to dominate the later weeks. Other categories, such as \"Tools and Home Improvement,\" \"Clothing Shoes and Jewelry,\" and \"Home and Kitchen,\" are introduced in the first few weeks but are less frequent overall. Notably, there is a clustering of reviews in the \"Pet Supplies\" category around the mid to late weeks, suggesting a concentrated interest in this area after several weeks of predominantly reviewing books. Additionally, there are intermittent reviews in categories like \"Sports and Outdoors\" and \"Grocery and Gourmet Food,\" which appear later in the sequence." }, { "dim_process": 18, "seq_idx": 141, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.857142857142857, 2.857142857142857, 4.571428571428571, 4.571428571428571 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 1.7142857142857142, 0.0 ], "type_event": [ 10, 15, 14, 12, 4, 10, 7, 8, 12, 11, 10, 0, 8, 17, 4, 9, 14, 8, 6, 4, 10, 15, 14, 12, 8, 11, 3, 10, 15, 12, 10, 14, 1, 0, 10, 3, 14, 14, 6, 0, 2, 14, 10, 15, 10 ], "type_text": [ "Books", "Clothing Shoes and Jewelry", "Movies and TV", "Sports and Outdoors", "Electronics", "Books", "Grocery and Gourmet Food", "Toys and Games", "Sports and Outdoors", "Home and Kitchen", "Books", "Other", "Toys and Games", "Cell Phones and Accessories", "Electronics", "Office Products", "Movies and TV", "Toys and Games", "Industrial and Scientific", "Electronics", "Books", "Clothing Shoes and Jewelry", "Movies and TV", "Sports and Outdoors", "Toys and Games", "Home and Kitchen", "Arts Crafts and Sewing", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Movies and TV", "Tools and Home Improvement", "Other", "Books", "Arts Crafts and Sewing", "Movies and TV", "Movies and TV", "Industrial and Scientific", "Other", "Pet Supplies", "Movies and TV", "Books", "Clothing Shoes and Jewelry", "Books" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the first few weeks, with a notable concentration of reviews in books, clothing, and movies. As time progresses, there is a shift towards more specific categories like toys, electronics, and home products, particularly around the 0.29 to 0.71-week mark. Reviews for movies and books remain consistently present throughout the sequence, while later submissions, particularly after the 1.71-week mark, show a resurgence in movie reviews alongside a smaller selection of other categories. The final reviews at 4.57 weeks return to clothing and books, indicating a cyclical pattern in the user's interests." }, { "dim_process": 18, "seq_idx": 142, "seq_len": 40, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 2.2857142857142856, 3.0, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.714285714285714, 5.0, 5.285714285714286, 5.857142857142857, 6.428571428571429, 7.142857142857143, 7.714285714285714, 7.857142857142857, 8.142857142857142, 10.142857142857142, 11.285714285714286, 12.714285714285714, 13.285714285714286, 14.142857142857142, 15.428571428571429, 16.142857142857142, 16.714285714285715, 16.857142857142858, 17.285714285714285, 17.428571428571427, 18.714285714285715, 19.0, 21.142857142857142, 21.428571428571427, 22.0, 22.714285714285715, 23.285714285714285, 24.142857142857142, 24.285714285714285, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 2.0, 1.1428571428571428, 1.4285714285714286, 0.5714285714285714, 0.8571428571428571, 1.2857142857142858, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 2.142857142857143, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted in this category occurring in the initial weeks. The reviews for \"Books\" are densely clustered in the first 18 weeks, with a gradual decrease in frequency over time. Starting from week 21, there is a shift in focus, with the introduction of reviews for the \"Kindle Store,\" which occurs alongside a few additional \"Books\" reviews. The transition to \"Kindle Store\" reviews indicates a diversification in the user's review activity towards the end of the observed period." }, { "dim_process": 18, "seq_idx": 143, "seq_len": 59, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.0, 2.4285714285714284, 3.4285714285714284, 3.7142857142857144, 3.7142857142857144, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.428571428571429, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 6.142857142857143, 6.571428571428571, 7.0, 7.0, 8.857142857142858, 9.142857142857142, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.571428571428571, 11.142857142857142, 11.142857142857142, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 13.0, 14.0, 14.142857142857142, 15.142857142857142, 15.571428571428571, 15.714285714285714, 17.142857142857142, 18.0, 18.142857142857142, 18.142857142857142, 18.857142857142858, 20.428571428571427, 21.571428571428573, 23.142857142857142, 24.571428571428573, 24.571428571428573, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.0, 0.0, 1.0, 0.42857142857142855, 0.42857142857142855, 0.0, 1.8571428571428572, 0.2857142857142857, 1.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 1.1428571428571428, 1.0, 0.14285714285714285, 1.0, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.8571428571428571, 0.14285714285714285, 0.0, 0.7142857142857143, 1.5714285714285714, 1.1428571428571428, 1.5714285714285714, 1.4285714285714286, 0.0, 0.0 ], "type_event": [ 3, 1, 13, 1, 11, 11, 9, 1, 15, 1, 3, 1, 10, 15, 1, 1, 1, 15, 1, 1, 10, 9, 11, 2, 15, 9, 13, 11, 10, 1, 11, 3, 1, 3, 1, 7, 11, 10, 7, 1, 15, 8, 3, 1, 0, 11, 3, 15, 11, 1, 2, 6, 1, 3, 11, 13, 1, 2, 15 ], "type_text": [ "Arts Crafts and Sewing", "Tools and Home Improvement", "Patio Lawn and Garden", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Office Products", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Arts Crafts and Sewing", "Tools and Home Improvement", "Books", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Tools and Home Improvement", "Books", "Office Products", "Home and Kitchen", "Pet Supplies", "Clothing Shoes and Jewelry", "Office Products", "Patio Lawn and Garden", "Home and Kitchen", "Books", "Tools and Home Improvement", "Home and Kitchen", "Arts Crafts and Sewing", "Tools and Home Improvement", "Arts Crafts and Sewing", "Tools and Home Improvement", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Toys and Games", "Arts Crafts and Sewing", "Tools and Home Improvement", "Other", "Home and Kitchen", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Pet Supplies", "Industrial and Scientific", "Tools and Home Improvement", "Arts Crafts and Sewing", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement", "Pet Supplies", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a progression of categories over time, with notable clusters of reviews in specific categories. Initially, reviews for \"Tools and Home Improvement\" appear frequently, particularly in the early weeks, indicating a strong focus on this category. As time progresses, there is a diversification of categories, with \"Home and Kitchen,\" \"Clothing Shoes and Jewelry,\" and \"Books\" becoming more prominent in the mid to later weeks. The sequence also indicates a recurring interest in \"Arts Crafts and Sewing,\" which appears at multiple points throughout the timeline, suggesting a sustained engagement with this category. Overall, the pattern reflects a gradual expansion of interests while maintaining a consistent focus on certain categories." }, { "dim_process": 18, "seq_idx": 144, "seq_len": 48, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.4285714285714286, 1.8571428571428572, 2.4285714285714284, 3.142857142857143, 3.5714285714285716, 3.5714285714285716, 4.0, 4.571428571428571, 5.571428571428571, 6.285714285714286, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.571428571428571, 8.0, 8.714285714285714, 9.142857142857142, 9.571428571428571, 9.857142857142858, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.428571428571429, 11.142857142857142, 11.714285714285714, 11.714285714285714, 13.142857142857142, 13.714285714285714, 14.571428571428571, 14.714285714285714, 15.571428571428571, 15.714285714285714, 16.142857142857142, 17.0, 17.0, 17.285714285714285, 17.428571428571427, 18.285714285714285, 19.0, 19.142857142857142, 20.571428571428573, 21.142857142857142, 21.857142857142858, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.0, 0.42857142857142855, 0.5714285714285714, 1.0, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.7142857142857143, 0.5714285714285714, 0.0, 1.4285714285714286, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 1.4285714285714286, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted in this category throughout the timeline. The first review of the \"Kindle Store\" category occurs around week 3, with subsequent reviews in this category appearing intermittently, primarily clustered around weeks 3 to 22. There is a notable trend of concentrated \"Books\" reviews, particularly in the earlier weeks, while \"Kindle Store\" reviews appear less frequently and tend to cluster around specific points in the timeline. Overall, the pattern indicates a strong preference for reviewing books, with occasional engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 145, "seq_len": 51, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 1.5714285714285714, 1.8571428571428572, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 7.428571428571429, 8.571428571428571, 8.857142857142858, 9.571428571428571, 9.714285714285714, 10.0, 10.0, 10.142857142857142, 11.0, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.571428571428571, 12.0, 12.142857142857142, 12.714285714285714, 12.714285714285714, 13.0, 13.571428571428571, 13.714285714285714, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.285714285714286, 15.714285714285714, 15.857142857142858, 15.857142857142858, 16.428571428571427, 17.571428571428573, 17.571428571428573, 17.857142857142858, 18.142857142857142, 18.285714285714285, 18.428571428571427, 19.571428571428573, 20.571428571428573, 21.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.8571428571428571, 0.2857142857142857, 3.5714285714285716, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.5714285714285714, 1.1428571428571428, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 1.0, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 16, 16, 10, 10, 10, 16, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs frequently throughout the timeline, particularly in the earlier weeks. The reviews for the \"Kindle Store\" category begin to appear around the same time as the first \"Books\" reviews but increase in frequency later in the timeline, especially after the five-week mark. Overall, there is a noticeable clustering of \"Books\" reviews in the initial weeks, while \"Kindle Store\" reviews become more prevalent in the latter part of the sequence. The user continues to engage with both categories consistently, with a slight increase in the variety of reviews as time progresses." }, { "dim_process": 18, "seq_idx": 146, "seq_len": 51, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 2.4285714285714284, 2.5714285714285716, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.571428571428571, 4.571428571428571, 4.857142857142857, 6.285714285714286, 6.428571428571429, 8.285714285714286, 8.285714285714286, 8.428571428571429, 9.0, 9.0, 9.428571428571429, 9.714285714285714, 10.0, 10.857142857142858, 11.285714285714286, 12.428571428571429, 12.428571428571429, 13.0, 13.0, 13.714285714285714, 13.714285714285714, 14.428571428571429, 15.428571428571429, 15.857142857142858, 16.0, 16.428571428571427, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.714285714285715, 16.857142857142858, 17.0, 17.428571428571427, 17.571428571428573, 18.428571428571427, 18.714285714285715, 19.142857142857142, 20.0, 21.571428571428573, 25.0, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.8571428571428572, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.0, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 1.8571428571428572, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 1.1428571428571428, 0.0, 0.5714285714285714, 0.0, 0.7142857142857143, 0.0, 0.7142857142857143, 1.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.5714285714285714, 3.4285714285714284, 0.2857142857142857 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 16, 15, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with most reviews submitted consistently over time. The \"Kindle Store\" reviews appear intermittently, often following clusters of \"Books\" reviews, particularly in the earlier weeks. There are notable clusters of reviews around the 2 to 4-week mark and again from 16 to 18 weeks, with a slight increase in \"Kindle Store\" reviews towards the later weeks. The \"Clothing Shoes and Jewelry\" category appears only once, indicating a strong preference for books and Kindle-related products throughout the sequence." }, { "dim_process": 18, "seq_idx": 147, "seq_len": 50, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.0, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.857142857142857, 4.142857142857143, 4.857142857142857, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.285714285714286, 8.142857142857142, 8.571428571428571, 9.857142857142858, 10.0, 10.0, 10.0, 10.0, 10.0, 10.0, 10.285714285714286, 10.857142857142858, 11.142857142857142, 11.428571428571429, 12.0, 12.285714285714286, 13.0, 13.428571428571429, 14.0, 14.571428571428571, 16.857142857142858, 17.142857142857142, 18.142857142857142, 24.571428571428573, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 1.8571428571428572, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 2.2857142857142856, 0.2857142857142857, 1.0, 6.428571428571429, 0.8571428571428571 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 17, 10, 10, 10, 12, 10, 15, 0, 7, 8, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Cell Phones and Accessories", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Clothing Shoes and Jewelry", "Other", "Grocery and Gourmet Food", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the first few weeks. There is a notable presence of \"Kindle Store\" reviews early on, followed by a gradual increase in the frequency of \"Books\" reviews over the first several weeks. After approximately two months, the user continues to predominantly review \"Books,\" with occasional entries in other categories such as \"Cell Phones and Accessories\" and various categories at the ten-week mark. The trend shows that the user maintains a consistent interest in \"Books\" throughout the sequence, with a significant cluster of reviews occurring in the later weeks, culminating in a final review in the \"Kindle Store\" category after a substantial gap." }, { "dim_process": 18, "seq_idx": 148, "seq_len": 48, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.0, 3.2857142857142856, 4.285714285714286, 5.142857142857143, 5.857142857142857, 6.571428571428571, 6.714285714285714, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.142857142857142, 9.428571428571429, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.571428571428571, 12.0, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.142857142857142, 13.714285714285714, 14.0, 14.714285714285714, 15.714285714285714, 16.142857142857142, 16.428571428571427, 17.571428571428573, 17.857142857142858, 18.428571428571427, 20.0, 20.285714285714285, 20.714285714285715, 21.142857142857142, 21.571428571428573, 23.142857142857142, 23.714285714285715, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.0, 0.8571428571428571, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 1.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 1.0, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.5714285714285714, 1.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.5714285714285714, 0.5714285714285714, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable concentration of reviews submitted in the initial weeks. The reviews predominantly occur in clusters, particularly within the first 18 weeks, before a slight decrease in frequency. The \"Kindle Store\" reviews appear infrequently, with only two instances interspersed among the numerous book reviews, indicating a primary interest in physical or digital books over other product types. Overall, the trend highlights a sustained engagement with books throughout the timeline, with the majority of reviews submitted in the earlier weeks." }, { "dim_process": 18, "seq_idx": 149, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.0, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.142857142857143, 3.7142857142857144, 4.0, 4.285714285714286, 4.571428571428571, 4.714285714285714, 6.714285714285714, 7.0, 7.428571428571429, 8.0, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.714285714285714, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.571428571428571, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.0, 13.142857142857142, 13.571428571428571, 13.857142857142858, 14.285714285714286 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 2.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The reviews for the \"Kindle Store\" category appear less frequently, primarily clustered around the earlier and later parts of the timeline. The user exhibits a pattern of reviewing books in clusters, particularly in the initial weeks, with a noticeable increase in frequency during certain periods, while the \"Kindle Store\" reviews are interspersed but do not dominate the overall sequence." }, { "dim_process": 18, "seq_idx": 150, "seq_len": 54, "time_since_start": [ 0.0, 0.42857142857142855, 0.42857142857142855, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 3.4285714285714284, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.857142857142857, 5.857142857142857, 5.857142857142857, 10.571428571428571, 10.571428571428571, 10.571428571428571, 10.571428571428571, 12.714285714285714, 13.857142857142858, 13.857142857142858, 14.571428571428571, 14.571428571428571, 14.571428571428571, 14.571428571428571, 14.571428571428571, 14.571428571428571, 14.571428571428571, 14.571428571428571, 15.142857142857142, 15.142857142857142, 17.285714285714285, 18.285714285714285, 18.285714285714285, 18.285714285714285, 18.285714285714285, 21.142857142857142, 21.142857142857142, 21.142857142857142, 21.142857142857142, 22.571428571428573, 22.571428571428573, 22.571428571428573, 22.571428571428573, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.0, 1.4285714285714286, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 1.0, 2.142857142857143, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 4.714285714285714, 0.0, 0.0, 0.0, 2.142857142857143, 1.1428571428571428, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 2.142857142857143, 1.0, 0.0, 0.0, 0.0, 2.857142857142857, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 11, 9, 7, 1, 11, 0, 9, 3, 15, 14, 13, 9, 13, 11, 11, 9, 7, 11, 12, 5, 6, 8, 4, 11, 15, 2, 8, 11, 11, 5, 9, 2, 3, 8, 4, 15, 11, 10, 11, 12, 11, 9, 15, 8, 11, 15, 3, 4, 2, 12, 7, 15, 4, 11 ], "type_text": [ "Home and Kitchen", "Office Products", "Grocery and Gourmet Food", "Tools and Home Improvement", "Home and Kitchen", "Other", "Office Products", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Movies and TV", "Patio Lawn and Garden", "Office Products", "Patio Lawn and Garden", "Home and Kitchen", "Home and Kitchen", "Office Products", "Grocery and Gourmet Food", "Home and Kitchen", "Sports and Outdoors", "Automotive", "Industrial and Scientific", "Toys and Games", "Electronics", "Home and Kitchen", "Clothing Shoes and Jewelry", "Pet Supplies", "Toys and Games", "Home and Kitchen", "Home and Kitchen", "Automotive", "Office Products", "Pet Supplies", "Arts Crafts and Sewing", "Toys and Games", "Electronics", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Office Products", "Clothing Shoes and Jewelry", "Toys and Games", "Home and Kitchen", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Electronics", "Pet Supplies", "Sports and Outdoors", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Electronics", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a focus on Home and Kitchen items, followed by a mix of Office Products and Grocery categories shortly after. As time progresses, there is a noticeable clustering of reviews around the 1.86-week mark, where multiple categories are represented simultaneously. The reviews then show a shift towards Office Products and Home and Kitchen items again at the 2.43-week mark, with a significant increase in product variety around the 5.57-week mark, including categories like Sports and Outdoors and Automotive. Towards the latter part of the timeline, Home and Kitchen remains a dominant category, with several reviews occurring in clusters around the 10.57-week and 14.57-week marks, while Clothing Shoes and Jewelry also sees repeated mentions in close succession. Overall, the reviews exhibit a pattern of initial focus on a few categories, followed by a diversification of interests, and a return to certain categories later in the timeline." }, { "dim_process": 18, "seq_idx": 151, "seq_len": 64, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.8571428571428572, 3.5714285714285716, 3.7142857142857144, 4.0, 4.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.571428571428571, 8.857142857142858, 9.0, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.428571428571429, 10.571428571428571, 11.0, 11.285714285714286, 12.285714285714286, 12.428571428571429, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.428571428571429, 15.0, 15.142857142857142, 15.571428571428571, 16.0, 16.142857142857142, 16.428571428571427, 16.714285714285715, 17.285714285714285, 17.285714285714285, 17.428571428571427, 18.142857142857142, 18.428571428571427, 18.857142857142858, 19.428571428571427, 19.714285714285715, 19.857142857142858, 21.142857142857142, 22.0, 23.142857142857142, 24.571428571428573, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.0, 0.42857142857142855, 1.7142857142857142, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 0.14285714285714285 ], "type_event": [ 10, 16, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 16, 10, 16, 16, 16, 16, 10, 10, 16, 10, 16, 16, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16, 10 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, which is predominant in the early weeks. As time progresses, there is a noticeable increase in reviews for the \"Kindle Store\" category, particularly after the initial weeks. Events tend to cluster around specific periods, with multiple reviews occurring in close succession, especially for \"Books\" in the later weeks. Overall, the review activity shows a transition from a stronger emphasis on \"Books\" to a more balanced distribution with \"Kindle Store\" reviews becoming more frequent as time advances." }, { "dim_process": 18, "seq_idx": 152, "seq_len": 50, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 1.0, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.571428571428571, 5.0, 5.142857142857143, 5.571428571428571, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.0, 7.285714285714286, 7.428571428571429, 7.714285714285714, 8.0, 8.428571428571429, 8.857142857142858, 9.0, 9.428571428571429, 9.571428571428571, 10.428571428571429, 10.857142857142858, 11.0, 11.571428571428571, 11.857142857142858, 12.0, 12.714285714285714, 12.857142857142858, 13.428571428571429, 13.571428571428571, 16.857142857142858, 17.857142857142858, 18.0, 18.142857142857142, 18.428571428571427, 18.714285714285715, 21.142857142857142, 21.857142857142858, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 3.2857142857142856, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 2.4285714285714284, 0.7142857142857143, 1.8571428571428572 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, with the majority of reviews consistently submitted over time. The reviews begin with a few entries in the \"Kindle Store\" category early on, but the focus quickly shifts to \"Books,\" which dominate the timeline. There are clusters of reviews submitted in the \"Books\" category, particularly between the first and third weeks, as well as a sustained pattern of reviews continuing through to the later weeks. The \"Kindle Store\" reviews appear infrequently and are mostly concentrated in the initial weeks of the sequence. Overall, the trend indicates a consistent engagement with \"Books\" throughout the entire period, with minimal variation in category focus." }, { "dim_process": 18, "seq_idx": 153, "seq_len": 58, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.857142857142857, 8.571428571428571, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.0, 10.285714285714286, 10.428571428571429, 11.0, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.285714285714286, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.428571428571429, 15.714285714285714, 17.142857142857142, 22.428571428571427, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 2.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 1.4285714285714286, 5.285714285714286, 0.8571428571428571 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 12, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted in the initial weeks. \"Kindle Store\" reviews appear intermittently, primarily clustered around the early and later parts of the timeline. Notably, there is a shift in the review pattern after several weeks, with a brief introduction of \"Sports and Outdoors\" reviews occurring mid-sequence, before returning to the \"Books\" category. Overall, the reviews are heavily concentrated in the early to mid timeline, with a gradual tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 154, "seq_len": 60, "time_since_start": [ 0.0, 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 3.2857142857142856, 3.5714285714285716, 5.571428571428571, 5.571428571428571, 5.857142857142857, 5.857142857142857, 6.428571428571429, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.428571428571429, 7.571428571428571, 8.142857142857142, 9.142857142857142, 10.0, 10.571428571428571, 11.142857142857142, 11.142857142857142, 11.142857142857142, 11.142857142857142, 11.285714285714286, 11.714285714285714, 11.714285714285714, 11.714285714285714, 12.0, 12.285714285714286, 12.285714285714286, 12.714285714285714, 12.714285714285714, 13.571428571428571, 13.714285714285714, 14.571428571428571, 14.714285714285714, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.714285714285714, 16.142857142857142, 16.571428571428573, 16.714285714285715, 17.142857142857142, 17.142857142857142, 17.714285714285715, 17.714285714285715, 17.714285714285715, 18.714285714285715, 18.857142857142858, 19.714285714285715, 23.142857142857142, 23.571428571428573, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 2.0, 0.0, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 1.0, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.0, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.0, 0.5714285714285714, 0.0, 0.0, 1.0, 0.14285714285714285, 0.8571428571428571, 3.4285714285714284, 0.42857142857142855, 1.0 ], "type_event": [ 8, 12, 11, 11, 1, 11, 10, 3, 12, 15, 12, 12, 2, 2, 8, 8, 2, 2, 11, 1, 10, 2, 11, 15, 12, 12, 11, 1, 15, 13, 11, 10, 2, 12, 15, 10, 12, 11, 8, 8, 10, 12, 12, 8, 10, 11, 12, 11, 8, 0, 15, 11, 15, 12, 7, 11, 15, 2, 15, 12 ], "type_text": [ "Toys and Games", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Books", "Arts Crafts and Sewing", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Sports and Outdoors", "Pet Supplies", "Pet Supplies", "Toys and Games", "Toys and Games", "Pet Supplies", "Pet Supplies", "Home and Kitchen", "Tools and Home Improvement", "Books", "Pet Supplies", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Sports and Outdoors", "Home and Kitchen", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Home and Kitchen", "Books", "Pet Supplies", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Sports and Outdoors", "Home and Kitchen", "Toys and Games", "Toys and Games", "Books", "Sports and Outdoors", "Sports and Outdoors", "Toys and Games", "Books", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Toys and Games", "Other", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Pet Supplies", "Clothing Shoes and Jewelry", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with a focus on Toys and Games and Sports and Outdoors, occurring early in the timeline. As time progresses, there is a noticeable shift towards Home and Kitchen and Books, with multiple reviews clustering around these categories between weeks 2 and 12. Sports and Outdoors reviews appear consistently throughout the timeline, with several clusters observed, particularly between weeks 5 and 16. Towards the later weeks, there is a resurgence of reviews in Clothing Shoes and Jewelry, alongside continued engagement with Home and Kitchen and Pet Supplies. Overall, the review pattern shows a diverse range of categories with certain types appearing more frequently at different intervals." }, { "dim_process": 18, "seq_idx": 155, "seq_len": 48, "time_since_start": [ 0.0, 1.8571428571428572, 2.2857142857142856, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 4.428571428571429, 4.857142857142857, 5.0, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 6.0, 6.571428571428571, 6.714285714285714, 7.0, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.571428571428571, 10.428571428571429, 11.571428571428571, 11.714285714285714, 12.0, 12.428571428571429, 12.857142857142858, 13.0, 13.285714285714286, 14.142857142857142, 14.571428571428571, 15.714285714285714, 16.285714285714285, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.285714285714285, 18.0, 18.571428571428573, 19.285714285714285, 20.571428571428573, 22.142857142857142 ], "time_since_last_event": [ 0.0, 1.8571428571428572, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 8, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 8, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which appears consistently throughout the timeline, particularly clustering in the earlier weeks. The first review of a different category, \"Toys and Games,\" occurs around week 3, but the reviews quickly return to \"Books.\" The \"Kindle Store\" category is reviewed twice, both occurring after the majority of \"Books\" reviews, indicating a later interest in this format. Overall, the trend indicates a strong and sustained engagement with books, with minimal diversification into other categories." }, { "dim_process": 18, "seq_idx": 156, "seq_len": 74, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 2.142857142857143, 2.4285714285714284, 2.4285714285714284, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.428571428571429, 6.285714285714286, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.714285714285714, 9.0, 9.0, 9.0, 9.0, 9.0, 9.0, 9.857142857142858, 10.571428571428571, 11.0, 11.0, 11.0, 12.428571428571429, 12.428571428571429, 12.428571428571429, 12.857142857142858, 12.857142857142858, 13.428571428571429, 13.714285714285714, 14.428571428571429, 14.428571428571429, 14.428571428571429, 14.428571428571429, 14.428571428571429, 14.428571428571429, 15.0, 15.0, 15.0, 15.571428571428571, 17.857142857142858, 18.0, 18.428571428571427, 18.428571428571427, 18.571428571428573, 19.285714285714285, 20.142857142857142, 20.142857142857142, 20.857142857142858, 22.0, 22.142857142857142, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 1.4285714285714286, 0.2857142857142857, 0.0, 2.142857142857143, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.8571428571428571, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 1.2857142857142858, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.42857142857142855, 0.0, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.5714285714285714, 2.2857142857142856, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.0, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 10, 8, 9, 2, 8, 9, 3, 10, 3, 2, 9, 10, 9, 10, 9, 3, 1, 2, 10, 10, 10, 2, 9, 10, 10, 9, 10, 11, 2, 12, 11, 10, 9, 2, 15, 2, 8, 10, 9, 3, 10, 10, 2, 10, 9, 2, 10, 8, 2, 5, 2, 8, 1, 2, 8, 10, 3, 9, 2, 3, 9, 2, 2, 9, 10, 2, 3, 9, 9, 2, 8, 9, 2, 10 ], "type_text": [ "Books", "Toys and Games", "Office Products", "Pet Supplies", "Toys and Games", "Office Products", "Arts Crafts and Sewing", "Books", "Arts Crafts and Sewing", "Pet Supplies", "Office Products", "Books", "Office Products", "Books", "Office Products", "Arts Crafts and Sewing", "Tools and Home Improvement", "Pet Supplies", "Books", "Books", "Books", "Pet Supplies", "Office Products", "Books", "Books", "Office Products", "Books", "Home and Kitchen", "Pet Supplies", "Sports and Outdoors", "Home and Kitchen", "Books", "Office Products", "Pet Supplies", "Clothing Shoes and Jewelry", "Pet Supplies", "Toys and Games", "Books", "Office Products", "Arts Crafts and Sewing", "Books", "Books", "Pet Supplies", "Books", "Office Products", "Pet Supplies", "Books", "Toys and Games", "Pet Supplies", "Automotive", "Pet Supplies", "Toys and Games", "Tools and Home Improvement", "Pet Supplies", "Toys and Games", "Books", "Arts Crafts and Sewing", "Office Products", "Pet Supplies", "Arts Crafts and Sewing", "Office Products", "Pet Supplies", "Pet Supplies", "Office Products", "Books", "Pet Supplies", "Arts Crafts and Sewing", "Office Products", "Office Products", "Pet Supplies", "Toys and Games", "Office Products", "Pet Supplies", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of the user reviewing various categories over time, with a notable emphasis on Office Products and Pet Supplies throughout. Initially, there is a mix of categories, but as time progresses, Office Products and Books become more prominent, particularly in the later weeks. The reviews tend to cluster around certain periods, with multiple reviews often submitted within the same week, indicating a burst of activity. Additionally, there is a gradual increase in the variety of categories reviewed, culminating in a diverse array of products being assessed by the user." }, { "dim_process": 18, "seq_idx": 157, "seq_len": 70, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.285714285714286, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.428571428571429, 15.142857142857142, 16.142857142857142, 16.285714285714285, 17.428571428571427, 18.142857142857142, 18.428571428571427, 18.571428571428573, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 4.0 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which dominates the timeline with a high frequency of entries. Most reviews are submitted in the early weeks, particularly within the first 18 weeks, with a notable concentration of reviews occurring between weeks 1 and 12. The \"Kindle Store\" category appears infrequently, primarily clustered around weeks 1.57 and 10.29, indicating that reviews for this category are less common compared to the extensive reviews for books. Overall, the trend indicates a sustained interest in books over time, with minimal variation in the types of reviews submitted." }, { "dim_process": 18, "seq_idx": 158, "seq_len": 52, "time_since_start": [ 0.0, 0.7142857142857143, 1.2857142857142858, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.285714285714286, 5.857142857142857, 6.285714285714286, 6.571428571428571, 7.142857142857143, 7.285714285714286, 7.571428571428571, 8.0, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.285714285714286, 10.285714285714286, 10.571428571428571, 11.142857142857142, 11.285714285714286, 11.571428571428571, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.285714285714286, 14.0, 14.285714285714286, 15.142857142857142, 15.285714285714286, 15.571428571428571, 16.0, 16.142857142857142, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.0, 17.285714285714285, 17.714285714285715, 18.428571428571427, 19.285714285714285, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.5714285714285714, 1.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 3.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with no other categories represented. The reviews are submitted consistently over time, with a notable frequency in the initial weeks, particularly within the first 18 weeks. There is a gradual decline in the frequency of reviews as time progresses, with clusters of reviews appearing in the earlier weeks and a more sparse distribution in the later weeks, particularly after the 19-week mark. Overall, the trend indicates a sustained interest in reviewing books, predominantly concentrated in the initial phase of the sequence." }, { "dim_process": 18, "seq_idx": 159, "seq_len": 43, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.1428571428571428, 2.142857142857143, 3.2857142857142856, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.571428571428571, 5.428571428571429, 6.571428571428571, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.428571428571429, 10.0, 10.142857142857142, 10.857142857142858, 11.0, 11.428571428571429, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.285714285714286, 14.857142857142858, 15.0, 15.571428571428571, 16.0, 16.285714285714285, 16.428571428571427, 17.285714285714285, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 19.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.0, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 2.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a review in the Kindle Store, followed closely by a series of reviews for Books. The majority of reviews are concentrated in the Books category, with a consistent pattern of submissions occurring over time. Most reviews are clustered within the first 20 weeks, with a notable increase in frequency during the early weeks, particularly between weeks 1 and 10. After week 10, the reviews continue but at a slightly reduced frequency, maintaining a steady rhythm of submissions throughout the remaining weeks." }, { "dim_process": 18, "seq_idx": 160, "seq_len": 62, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 5.0, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.428571428571429, 7.0, 7.0, 7.571428571428571, 7.714285714285714, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.0, 10.142857142857142, 10.428571428571429, 10.714285714285714, 11.571428571428571, 12.428571428571429, 12.857142857142858, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.428571428571429, 15.571428571428571, 16.0, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.0, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.714285714285715, 19.428571428571427, 19.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The \"Kindle Store\" reviews appear less frequently and are interspersed throughout the timeline, often following clusters of \"Books\" reviews. The reviews for \"Books\" tend to occur in longer stretches, particularly in the earlier weeks, while \"Kindle Store\" reviews are more sporadic, appearing at various intervals but generally clustered around certain periods. Overall, the trend indicates a strong preference for reviewing books, with Kindle Store reviews serving as occasional diversions." }, { "dim_process": 18, "seq_idx": 161, "seq_len": 63, "time_since_start": [ 0.0, 0.42857142857142855, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 2.857142857142857, 3.0, 3.142857142857143, 3.5714285714285716, 3.5714285714285716, 4.0, 4.428571428571429, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.857142857142857, 5.857142857142857, 6.142857142857143, 6.857142857142857, 7.0, 8.0, 8.285714285714286, 8.857142857142858, 9.714285714285714, 9.857142857142858, 9.857142857142858, 10.0, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.285714285714286, 13.428571428571429, 13.428571428571429, 13.571428571428571, 13.857142857142858, 13.857142857142858, 14.285714285714286, 14.428571428571429, 15.0, 15.571428571428571, 15.857142857142858, 16.0, 16.857142857142858, 17.0, 17.285714285714285, 18.428571428571427, 18.857142857142858, 19.0, 19.0, 19.428571428571427, 20.142857142857142, 20.857142857142858, 21.714285714285715, 21.714285714285715, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 1.2857142857142858, 0.0, 0.0, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 0.0, 0.8571428571428571 ], "type_event": [ 7, 12, 10, 1, 2, 10, 10, 10, 1, 10, 10, 10, 10, 10, 10, 10, 12, 10, 10, 10, 10, 10, 10, 10, 10, 10, 1, 10, 10, 2, 10, 10, 10, 10, 10, 15, 10, 10, 7, 10, 13, 10, 12, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 7, 10, 10, 11, 2, 2, 10, 4, 5, 2 ], "type_text": [ "Grocery and Gourmet Food", "Sports and Outdoors", "Books", "Tools and Home Improvement", "Pet Supplies", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Grocery and Gourmet Food", "Books", "Patio Lawn and Garden", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Home and Kitchen", "Pet Supplies", "Pet Supplies", "Books", "Electronics", "Automotive", "Pet Supplies" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Grocery and Gourmet Food, Sports and Outdoors, and Books, with initial reviews occurring within the first few weeks. A notable trend is the significant clustering of reviews in the Books category, which becomes predominant after the first week and continues to dominate the timeline, with many reviews submitted over several weeks. Other categories, such as Tools and Home Improvement, Pet Supplies, and Electronics, appear intermittently, often following clusters of Book reviews. The timeline shows that reviews for Grocery and Gourmet Food re-emerge after a significant gap, while other categories like Clothing Shoes and Jewelry and Automotive also appear later in the sequence. Overall, the pattern indicates a strong focus on Books throughout the majority of the review period, with other categories appearing less frequently and mostly clustered around specific weeks." }, { "dim_process": 18, "seq_idx": 162, "seq_len": 64, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.8571428571428572, 2.0, 2.142857142857143, 2.5714285714285716, 3.4285714285714284, 3.857142857142857, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.0, 5.857142857142857, 6.142857142857143, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.571428571428571, 8.0, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.571428571428571, 9.714285714285714, 10.142857142857142, 10.571428571428571, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.285714285714286, 11.714285714285714, 12.428571428571429, 12.857142857142858, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.0, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.0, 15.142857142857142, 15.571428571428571, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.714285714285715, 19.0, 19.857142857142858, 20.428571428571427, 20.571428571428573, 20.857142857142858 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over a span of weeks. The reviews begin exclusively in the \"Books\" category, with a notable cluster of submissions occurring in the early weeks. The first reviews for the \"Kindle Store\" category appear around the eighth week, but the majority of reviews continue to be for \"Books.\" There is a slight increase in \"Kindle Store\" reviews in the later weeks, particularly around weeks 15 and 20, while \"Books\" reviews remain frequent throughout the entire sequence, indicating a sustained interest in that category." }, { "dim_process": 18, "seq_idx": 163, "seq_len": 49, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 2.0, 2.2857142857142856, 3.0, 3.142857142857143, 3.4285714285714284, 3.4285714285714284, 4.142857142857143, 4.571428571428571, 5.428571428571429, 5.857142857142857, 6.142857142857143, 6.285714285714286, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.571428571428571, 9.285714285714286, 9.428571428571429, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.857142857142858, 12.285714285714286, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.0, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.0, 14.285714285714286, 14.571428571428571, 14.571428571428571, 15.285714285714286, 15.857142857142858, 16.857142857142858, 17.142857142857142, 17.428571428571427, 17.428571428571427, 17.857142857142858, 18.142857142857142, 21.0 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.7142857142857143, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.7142857142857143, 0.5714285714285714, 1.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 2.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which is consistently reviewed throughout the timeline, with a notable concentration of reviews occurring in the earlier weeks. The \"Kindle Store\" reviews appear less frequently and are interspersed among the book reviews, primarily emerging at specific intervals. Overall, the trend shows a sustained interest in books, with occasional reviews of the Kindle Store, indicating a preference for books over time." }, { "dim_process": 18, "seq_idx": 164, "seq_len": 80, "time_since_start": [ 0.0, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 2.0, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 4.0, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.571428571428571, 5.714285714285714, 5.714285714285714, 5.857142857142857, 6.0, 6.0, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.428571428571429, 10.0, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.285714285714286, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.0, 12.285714285714286, 12.428571428571429, 13.0, 13.428571428571429, 14.0, 14.428571428571429, 15.0, 15.142857142857142, 16.857142857142858, 17.0, 17.285714285714285, 17.857142857142858, 18.285714285714285, 18.571428571428573, 18.714285714285715, 19.0, 20.142857142857142, 21.142857142857142, 21.285714285714285, 21.428571428571427, 22.0 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 1.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 16, 10, 16, 16, 10, 16, 16, 16, 16, 10, 10, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a gradual introduction of reviews for the \"Kindle Store\" category starting around week 2. Reviews for \"Books\" are consistently submitted throughout the entire timeline, with a notable concentration in the earlier weeks. The \"Kindle Store\" reviews appear more sporadically, with clusters emerging around weeks 2, 4, and 5, and increasing frequency in later weeks, particularly after week 16. Overall, there is a clear trend of sustained engagement with \"Books,\" while reviews for the \"Kindle Store\" tend to cluster in specific periods, particularly in the latter half of the timeline." }, { "dim_process": 18, "seq_idx": 165, "seq_len": 42, "time_since_start": [ 0.0, 0.8571428571428571, 0.8571428571428571, 1.2857142857142858, 2.0, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.0, 4.285714285714286, 5.142857142857143, 5.714285714285714, 7.0, 7.428571428571429, 7.714285714285714, 8.428571428571429, 9.0, 10.142857142857142, 11.285714285714286, 12.142857142857142, 12.428571428571429, 13.0, 13.857142857142858, 16.0, 16.142857142857142, 16.142857142857142, 16.285714285714285, 17.142857142857142, 17.285714285714285, 18.428571428571427, 18.428571428571427, 18.571428571428573, 18.714285714285715, 19.142857142857142, 20.142857142857142, 22.142857142857142, 22.571428571428573, 24.714285714285715, 25.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.0, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 1.1428571428571428, 1.1428571428571428, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 2.142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.1428571428571428, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 2.0, 0.42857142857142855, 2.142857142857143, 0.2857142857142857 ], "type_event": [ 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a review in the Kindle Store, followed closely by multiple reviews of books within the first few weeks. The majority of reviews are concentrated in the \"Books\" category, occurring consistently over time with a notable cluster between weeks 2 and 12. There are occasional reviews in the Kindle Store, but these are less frequent and appear later in the sequence. Overall, the trend shows a strong focus on reviewing books, particularly in the early to mid-period of the timeline, with a gradual tapering off of activity as time progresses." }, { "dim_process": 18, "seq_idx": 166, "seq_len": 47, "time_since_start": [ 0.0, 1.0, 1.0, 1.1428571428571428, 1.1428571428571428, 1.7142857142857142, 1.7142857142857142, 2.142857142857143, 2.5714285714285716, 2.5714285714285716, 2.857142857142857, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.714285714285714, 6.714285714285714, 8.0, 8.142857142857142, 8.571428571428571, 9.142857142857142, 9.142857142857142, 11.142857142857142, 11.285714285714286, 13.428571428571429, 13.428571428571429, 13.571428571428571, 13.571428571428571, 13.714285714285714, 13.714285714285714, 16.285714285714285, 17.0, 17.0, 17.285714285714285, 17.285714285714285, 17.285714285714285, 18.142857142857142, 18.142857142857142, 19.0, 19.571428571428573, 19.857142857142858, 20.857142857142858, 20.857142857142858, 20.857142857142858, 21.285714285714285, 24.571428571428573 ], "time_since_last_event": [ 0.0, 1.0, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.2857142857142857, 3.7142857142857144, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.0, 2.0, 0.14285714285714285, 2.142857142857143, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 2.5714285714285716, 0.7142857142857143, 0.0, 0.2857142857142857, 0.0, 0.0, 0.8571428571428571, 0.0, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 1.0, 0.0, 0.0, 0.42857142857142855, 3.2857142857142856 ], "type_event": [ 7, 0, 1, 10, 2, 10, 7, 11, 15, 7, 4, 1, 11, 10, 7, 15, 11, 9, 7, 10, 2, 11, 12, 2, 11, 13, 3, 11, 1, 10, 11, 12, 11, 1, 11, 7, 3, 11, 7, 2, 11, 11, 2, 13, 7, 2, 11 ], "type_text": [ "Grocery and Gourmet Food", "Other", "Tools and Home Improvement", "Books", "Pet Supplies", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Electronics", "Tools and Home Improvement", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Home and Kitchen", "Office Products", "Grocery and Gourmet Food", "Books", "Pet Supplies", "Home and Kitchen", "Sports and Outdoors", "Pet Supplies", "Home and Kitchen", "Patio Lawn and Garden", "Arts Crafts and Sewing", "Home and Kitchen", "Tools and Home Improvement", "Books", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Home and Kitchen", "Grocery and Gourmet Food", "Pet Supplies", "Home and Kitchen", "Home and Kitchen", "Pet Supplies", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Pet Supplies", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Grocery and Gourmet Food and Other, in the initial weeks. Over time, there is a noticeable clustering of reviews in the Home and Kitchen category, particularly around the 6 to 24-week mark, with multiple entries occurring in close succession. The user also revisits Grocery and Gourmet Food and Pet Supplies periodically, particularly in the later weeks. Overall, the pattern shows an initial exploration of various categories that transitions into a focus on a few specific categories as time progresses, with significant activity concentrated in the middle and later parts of the timeline." }, { "dim_process": 18, "seq_idx": 167, "seq_len": 46, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 3.0, 3.4285714285714284, 3.7142857142857144, 4.142857142857143, 4.142857142857143, 4.571428571428571, 4.857142857142857, 5.428571428571429, 6.142857142857143, 6.428571428571429, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.714285714285714, 9.285714285714286, 9.571428571428571, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 11.428571428571429, 12.0, 12.142857142857142, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.142857142857142, 14.428571428571429, 15.0, 16.285714285714285, 16.714285714285715, 17.714285714285715, 18.0, 18.714285714285715, 19.0, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.0, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 0.42857142857142855, 1.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 5.714285714285714 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over a prolonged period. The first review appears shortly after the start of the timeline, with a notable increase in frequency during the initial weeks. The \"Kindle Store\" category is introduced after a few weeks, appearing intermittently throughout the sequence. There is a distinct cluster of reviews in the \"Books\" category, particularly concentrated in the earlier weeks, while the \"Electronics\" category is mentioned once, occurring later in the timeline. Overall, the pattern indicates a sustained interest in books, with occasional interactions with the Kindle Store." }, { "dim_process": 18, "seq_idx": 168, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.142857142857143, 5.714285714285714, 6.428571428571429, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.571428571428571, 8.285714285714286, 9.285714285714286, 10.0, 10.142857142857142, 10.285714285714286, 10.857142857142858, 11.428571428571429, 11.571428571428571, 13.0, 13.714285714285714, 14.142857142857142, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.714285714285714, 17.0, 17.142857142857142, 17.142857142857142, 18.0, 21.142857142857142, 21.428571428571427, 21.857142857142858, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 2.7142857142857144, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 1.4285714285714286, 0.7142857142857143, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.0, 0.8571428571428571, 3.142857142857143, 0.2857142857142857, 0.42857142857142855, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 15, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over a span of time, particularly in the early weeks. The reviews for \"Books\" cluster heavily in the first 15 weeks, with a few isolated reviews for the \"Kindle Store\" appearing intermittently. After the initial surge of book reviews, there is a notable transition to a review for \"Clothing Shoes and Jewelry\" around week 21, followed by another review for the \"Kindle Store\" at week 24. Overall, the pattern indicates a strong initial interest in books, with occasional diversification into other categories later on." }, { "dim_process": 18, "seq_idx": 169, "seq_len": 56, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 4.571428571428571, 4.571428571428571, 6.142857142857143, 6.142857142857143, 6.142857142857143, 7.857142857142857, 7.857142857142857, 8.428571428571429, 8.428571428571429, 8.428571428571429, 8.428571428571429, 9.0, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.857142857142858, 11.0, 12.714285714285714, 13.285714285714286, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.142857142857142, 14.142857142857142, 15.142857142857142, 15.714285714285714, 15.857142857142858, 17.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.7142857142857143, 0.0, 1.5714285714285714, 0.0, 0.0, 1.7142857142857142, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.5714285714285714, 1.7142857142857142, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 1.0, 0.5714285714285714, 0.14285714285714285, 1.4285714285714286 ], "type_event": [ 4, 6, 11, 2, 15, 9, 0, 14, 7, 4, 13, 0, 11, 10, 7, 0, 14, 1, 2, 4, 2, 2, 11, 11, 7, 10, 7, 14, 0, 14, 14, 7, 2, 4, 0, 0, 7, 9, 4, 11, 14, 0, 1, 0, 14, 15, 0, 3, 15, 5, 2, 15, 0, 14, 14, 14 ], "type_text": [ "Electronics", "Industrial and Scientific", "Home and Kitchen", "Pet Supplies", "Clothing Shoes and Jewelry", "Office Products", "Other", "Movies and TV", "Grocery and Gourmet Food", "Electronics", "Patio Lawn and Garden", "Other", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Other", "Movies and TV", "Tools and Home Improvement", "Pet Supplies", "Electronics", "Pet Supplies", "Pet Supplies", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Movies and TV", "Other", "Movies and TV", "Movies and TV", "Grocery and Gourmet Food", "Pet Supplies", "Electronics", "Other", "Other", "Grocery and Gourmet Food", "Office Products", "Electronics", "Home and Kitchen", "Movies and TV", "Other", "Tools and Home Improvement", "Other", "Movies and TV", "Clothing Shoes and Jewelry", "Other", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Automotive", "Pet Supplies", "Clothing Shoes and Jewelry", "Other", "Movies and TV", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted shortly after the user starts, primarily within the first week. A notable cluster of reviews occurs around the three-week mark, with multiple categories being revisited, particularly in Home and Kitchen, Grocery and Gourmet Food, and Movies and TV. Following this initial burst, there are fewer reviews submitted over the next several weeks, with a gradual increase in Movies and TV reviews towards the later part of the timeline. The user shows a tendency to return to certain categories, especially Movies and TV, which becomes increasingly prominent in the latter stages of the sequence." }, { "dim_process": 18, "seq_idx": 170, "seq_len": 43, "time_since_start": [ 0.0, 0.5714285714285714, 1.2857142857142858, 1.7142857142857142, 2.4285714285714284, 2.7142857142857144, 3.7142857142857144, 4.142857142857143, 4.714285714285714, 5.0, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.142857142857143, 6.285714285714286, 7.142857142857143, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.571428571428571, 10.428571428571429, 10.428571428571429, 10.714285714285714, 11.0, 11.142857142857142, 12.142857142857142, 12.714285714285714, 12.857142857142858, 13.0, 13.428571428571429, 13.714285714285714, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.0, 15.428571428571429, 17.285714285714285, 17.857142857142858, 18.714285714285715 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 1.0, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.8571428571428572, 0.5714285714285714, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 18 weeks. The reviews for \"Kindle Store\" appear infrequently, occurring only at two distinct points in the timeline, specifically around the 2.43-week and 8.0-week marks. The reviews cluster heavily in the early weeks, with a notable concentration of submissions occurring between weeks 0 and 15, followed by a decrease in frequency towards the end of the timeline. Overall, the pattern indicates a sustained interest in books, with minimal engagement in the Kindle Store category." }, { "dim_process": 18, "seq_idx": 171, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 1.0, 1.2857142857142858, 1.7142857142857142, 2.5714285714285716, 2.857142857142857, 3.2857142857142856, 4.0, 4.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 8.571428571428571, 9.142857142857142, 9.571428571428571, 11.285714285714286, 12.0, 12.142857142857142, 12.714285714285714, 12.857142857142858, 13.714285714285714, 14.428571428571429, 15.285714285714286, 15.571428571428571, 15.857142857142858, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.714285714285715, 17.571428571428573, 18.285714285714285, 18.714285714285715, 19.714285714285715, 20.428571428571427, 20.428571428571427, 20.714285714285715, 22.142857142857142, 22.142857142857142, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 0.42857142857142855, 1.7142857142857142, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 1.0, 0.7142857142857143, 0.0, 0.2857142857142857, 1.4285714285714286, 0.0, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews in the \"Books\" category, which are submitted consistently over an extended period. The reviews begin at the start of the timeline and continue at a steady pace, with a notable cluster of activity occurring in the initial weeks. There are a few instances of reviews in the \"Kindle Store\" category, which appear later in the sequence, indicating a slight diversification in review types. Overall, the pattern shows a strong focus on books throughout the timeline, with the introduction of Kindle Store reviews occurring intermittently." }, { "dim_process": 18, "seq_idx": 172, "seq_len": 73, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.0, 1.0, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 4.0, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.0, 6.142857142857143, 6.142857142857143, 6.285714285714286, 7.0, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.0, 9.428571428571429, 9.571428571428571, 10.0, 10.142857142857142, 10.428571428571429, 10.714285714285714, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.285714285714286, 15.428571428571429, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.428571428571427, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a few instances of reviews in the \"Kindle Store.\" Reviews begin with a mix of \"Books\" and \"Kindle Store\" early in the timeline, but as time progresses, the reviews heavily cluster around the \"Books\" category, particularly between the first and 17th week. The frequency of reviews remains consistent, with multiple entries often occurring within the same week, indicating a sustained engagement with the product category over time. Overall, the trend highlights a strong and continuous interest in \"Books\" throughout the entire period." }, { "dim_process": 18, "seq_idx": 173, "seq_len": 71, "time_since_start": [ 0.0, 2.2857142857142856, 2.5714285714285716, 3.857142857142857, 5.0, 5.285714285714286, 5.857142857142857, 7.142857142857143, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.857142857142858, 10.0, 10.285714285714286, 10.571428571428571, 11.142857142857142, 11.857142857142858, 11.857142857142858, 12.0, 12.571428571428571, 13.0, 14.0, 15.285714285714286, 15.428571428571429, 15.428571428571429, 15.714285714285714, 16.0, 16.142857142857142, 16.571428571428573, 17.0, 17.0, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.0, 18.0, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.857142857142858, 19.285714285714285, 19.428571428571427, 19.857142857142858, 20.0, 20.714285714285715, 20.857142857142858, 20.857142857142858, 21.0, 21.285714285714285, 21.428571428571427, 21.571428571428573, 22.142857142857142, 22.285714285714285, 22.571428571428573, 22.857142857142858, 23.142857142857142, 23.142857142857142, 23.285714285714285, 23.571428571428573, 23.714285714285715, 23.857142857142858, 24.0, 24.285714285714285, 24.428571428571427, 24.714285714285715 ], "time_since_last_event": [ 0.0, 2.2857142857142856, 0.2857142857142857, 1.2857142857142858, 1.1428571428571428, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.0, 1.2857142857142858, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 16, 16, 10, 10, 16, 16, 16, 16, 16, 10, 16, 16, 16, 16, 16, 10, 16, 16, 10, 10, 16, 10, 16, 16, 10, 10, 10, 16, 16, 10, 16, 16, 16, 16, 10, 16, 16, 10, 10, 10, 16, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16, 10, 16, 16, 16, 16, 10, 16, 16, 16, 16, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews for the Kindle Store, which occur consistently throughout the timeline, often clustering in groups. Reviews for Books appear less frequently but are interspersed among the Kindle Store reviews, particularly noted around the 8-week mark and again from weeks 15 to 24. The initial reviews are primarily for the Kindle Store, with a gradual introduction of Book reviews, particularly noticeable in the later weeks. Overall, the reviews follow a pattern where Kindle Store reviews dominate, while Book reviews tend to appear in smaller clusters at various points." }, { "dim_process": 18, "seq_idx": 174, "seq_len": 58, "time_since_start": [ 0.0, 1.0, 2.5714285714285716, 2.5714285714285716, 2.857142857142857, 3.857142857142857, 5.142857142857143, 5.857142857142857, 5.857142857142857, 6.142857142857143, 6.571428571428571, 6.571428571428571, 8.571428571428571, 8.857142857142858, 8.857142857142858, 9.714285714285714, 9.714285714285714, 9.857142857142858, 9.857142857142858, 9.857142857142858, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.714285714285714, 10.714285714285714, 11.714285714285714, 12.428571428571429, 13.0, 14.142857142857142, 14.571428571428571, 14.714285714285714, 14.714285714285714, 14.714285714285714, 14.857142857142858, 16.142857142857142, 16.285714285714285, 17.0, 17.428571428571427, 17.571428571428573, 19.0, 19.142857142857142, 19.428571428571427, 19.428571428571427, 19.714285714285715, 19.714285714285715, 19.857142857142858, 19.857142857142858, 20.0, 20.0, 20.142857142857142, 20.428571428571427, 21.571428571428573, 21.857142857142858, 21.857142857142858, 22.857142857142858, 23.714285714285715, 23.714285714285715, 23.857142857142858 ], "time_since_last_event": [ 0.0, 1.0, 1.5714285714285714, 0.0, 0.2857142857142857, 1.0, 1.2857142857142858, 0.7142857142857143, 0.0, 0.2857142857142857, 0.42857142857142855, 0.0, 2.0, 0.2857142857142857, 0.0, 0.8571428571428571, 0.0, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.5714285714285714, 0.0, 1.0, 0.7142857142857143, 0.5714285714285714, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.0, 1.0, 0.8571428571428571, 0.0, 0.14285714285714285 ], "type_event": [ 2, 11, 1, 11, 11, 11, 14, 11, 15, 11, 2, 11, 13, 12, 2, 2, 4, 17, 2, 11, 13, 2, 11, 2, 0, 10, 11, 11, 4, 11, 13, 11, 1, 11, 13, 13, 13, 13, 13, 11, 13, 11, 13, 13, 11, 13, 11, 13, 12, 13, 11, 13, 13, 2, 13, 13, 2, 13 ], "type_text": [ "Pet Supplies", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Movies and TV", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Pet Supplies", "Home and Kitchen", "Patio Lawn and Garden", "Sports and Outdoors", "Pet Supplies", "Pet Supplies", "Electronics", "Cell Phones and Accessories", "Pet Supplies", "Home and Kitchen", "Patio Lawn and Garden", "Pet Supplies", "Home and Kitchen", "Pet Supplies", "Other", "Books", "Home and Kitchen", "Home and Kitchen", "Electronics", "Home and Kitchen", "Patio Lawn and Garden", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Patio Lawn and Garden", "Patio Lawn and Garden", "Patio Lawn and Garden", "Patio Lawn and Garden", "Patio Lawn and Garden", "Home and Kitchen", "Patio Lawn and Garden", "Home and Kitchen", "Patio Lawn and Garden", "Patio Lawn and Garden", "Home and Kitchen", "Patio Lawn and Garden", "Home and Kitchen", "Patio Lawn and Garden", "Sports and Outdoors", "Patio Lawn and Garden", "Home and Kitchen", "Patio Lawn and Garden", "Patio Lawn and Garden", "Pet Supplies", "Patio Lawn and Garden", "Patio Lawn and Garden", "Pet Supplies", "Patio Lawn and Garden" ], "description": "The sequence of product reviews begins with a focus on Pet Supplies and Home and Kitchen categories in the early weeks, with a noticeable clustering of Home and Kitchen reviews shortly after. As time progresses, there is a significant increase in reviews related to Patio Lawn and Garden, particularly from the 14-week mark onward, indicating a shift in the user's focus. Throughout the sequence, Pet Supplies also reappear intermittently, particularly around the 9 to 11-week range and again towards the end of the sequence, while Electronics and Books are reviewed less frequently. Overall, the trend shows an initial diversity in categories, followed by a dominant emphasis on Patio Lawn and Garden in the later weeks." }, { "dim_process": 18, "seq_idx": 175, "seq_len": 52, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 2.0, 2.5714285714285716, 3.142857142857143, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.285714285714286, 5.142857142857143, 6.0, 6.285714285714286, 6.714285714285714, 7.142857142857143, 7.714285714285714, 8.142857142857142, 9.0, 9.142857142857142, 9.285714285714286, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.571428571428571, 11.0, 11.142857142857142, 11.285714285714286, 11.285714285714286, 12.285714285714286, 13.0, 13.142857142857142, 13.571428571428571, 14.0, 14.142857142857142, 15.142857142857142, 15.571428571428571, 16.0, 16.428571428571427, 17.142857142857142, 17.285714285714285, 17.571428571428573, 18.142857142857142, 18.285714285714285, 19.142857142857142, 20.142857142857142, 22.0, 22.428571428571427, 24.285714285714285, 25.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 1.0, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 1.0, 1.8571428571428572, 0.42857142857142855, 1.8571428571428572, 0.7142857142857143, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable concentration of reviews occurring within the first 18 weeks. The reviews are primarily submitted in close succession, particularly in the early weeks, indicating a high frequency of activity. A single review for the \"Kindle Store\" category appears around the 11-week mark, but the predominant trend remains within the \"Books\" category throughout the entire sequence. After the initial cluster, there is a gradual decline in the frequency of reviews, with the last submissions occurring around the 25-week mark." }, { "dim_process": 18, "seq_idx": 176, "seq_len": 81, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 1.4285714285714286, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.142857142857143, 2.4285714285714284, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.714285714285714, 4.857142857142857, 4.857142857142857, 5.142857142857143, 5.571428571428571, 5.714285714285714, 6.285714285714286, 6.285714285714286, 6.428571428571429, 6.857142857142857, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.0, 11.142857142857142, 11.142857142857142, 11.428571428571429, 11.571428571428571, 12.142857142857142, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.0, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.285714285714286, 15.714285714285714, 15.714285714285714, 17.142857142857142, 17.428571428571427, 18.0, 18.142857142857142, 18.571428571428573, 19.142857142857142, 19.428571428571427, 20.857142857142858, 21.857142857142858, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.0, 1.4285714285714286, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 1.4285714285714286, 1.0, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 4, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which appears consistently throughout the timeline, especially in the earlier weeks. Reviews for the \"Kindle Store\" category occur sporadically, primarily clustered around the 1.43, 2.14, and 11.14 week marks, with a notable increase in frequency after week 15. The \"Electronics\" category appears only once at week 6.86, indicating a rare divergence from the main focus on books. Overall, the trend shows a sustained interest in books, with occasional reviews for Kindle Store products interspersed throughout the sequence." }, { "dim_process": 18, "seq_idx": 177, "seq_len": 50, "time_since_start": [ 0.0, 1.0, 1.4285714285714286, 1.4285714285714286, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 5.285714285714286, 5.857142857142857, 5.857142857142857, 5.857142857142857, 9.571428571428571, 9.571428571428571, 9.571428571428571, 9.571428571428571, 10.428571428571429, 10.428571428571429, 10.428571428571429, 11.142857142857142, 11.142857142857142, 11.142857142857142, 11.571428571428571, 12.0, 15.0, 15.0, 15.0, 15.428571428571429, 15.857142857142858, 15.857142857142858, 15.857142857142858, 15.857142857142858, 15.857142857142858, 15.857142857142858, 15.857142857142858, 16.0, 16.714285714285715, 16.714285714285715, 17.0, 17.0, 17.0, 18.714285714285715, 18.714285714285715, 18.857142857142858, 18.857142857142858, 19.0, 19.285714285714285, 21.285714285714285, 21.285714285714285, 24.0, 24.285714285714285 ], "time_since_last_event": [ 0.0, 1.0, 0.42857142857142855, 0.0, 2.142857142857143, 0.0, 0.0, 1.7142857142857142, 0.5714285714285714, 0.0, 0.0, 3.7142857142857144, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 3.0, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.0, 0.0, 1.7142857142857142, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 2.0, 0.0, 2.7142857142857144, 0.2857142857142857 ], "type_event": [ 4, 15, 7, 11, 15, 11, 4, 15, 15, 4, 11, 7, 11, 0, 4, 11, 1, 4, 4, 11, 9, 12, 17, 4, 7, 12, 11, 6, 0, 4, 15, 11, 7, 12, 11, 15, 12, 4, 7, 15, 9, 4, 4, 15, 1, 12, 4, 12, 9, 11 ], "type_text": [ "Electronics", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Electronics", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Electronics", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Other", "Electronics", "Home and Kitchen", "Tools and Home Improvement", "Electronics", "Electronics", "Home and Kitchen", "Office Products", "Sports and Outdoors", "Cell Phones and Accessories", "Electronics", "Grocery and Gourmet Food", "Sports and Outdoors", "Home and Kitchen", "Industrial and Scientific", "Other", "Electronics", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Electronics", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Office Products", "Electronics", "Electronics", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Sports and Outdoors", "Electronics", "Sports and Outdoors", "Office Products", "Home and Kitchen" ], "description": "The sequence of product reviews shows a pattern where the user initially reviews a variety of categories, including Electronics and Clothing Shoes and Jewelry, within the first few weeks. As time progresses, there is a noticeable clustering of reviews around the categories of Home and Kitchen and Electronics, particularly between the 5 to 15-week mark. Later in the timeline, the user continues to submit reviews across multiple categories, with a significant number of reviews for Electronics and Sports and Outdoors occurring in the 15 to 21-week range. The reviews appear to be more frequent and varied in the middle of the timeline, with a gradual increase in the diversity of categories reviewed as time goes on." }, { "dim_process": 18, "seq_idx": 178, "seq_len": 58, "time_since_start": [ 0.0, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.4285714285714284, 3.2857142857142856, 3.4285714285714284, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.0, 6.285714285714286, 8.428571428571429, 8.857142857142858, 8.857142857142858, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.428571428571429, 12.0, 12.285714285714286, 12.714285714285714, 13.714285714285714, 13.857142857142858, 14.428571428571429, 14.571428571428571, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.428571428571427, 17.714285714285715, 18.0, 18.285714285714285, 18.571428571428573, 19.0, 19.285714285714285, 20.428571428571427, 22.0, 23.571428571428573, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 2.142857142857143, 0.42857142857142855, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 1.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 1.5714285714285714, 1.5714285714285714, 1.0 ], "type_event": [ 16, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 9 ], "type_text": [ "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Office Products" ], "description": "The sequence of product reviews begins with a mix of reviews for the Kindle Store and Books, with early activity predominantly in the Kindle Store. As time progresses, there is a noticeable increase in the frequency of Books reviews, which cluster heavily between the first and fourth weeks. Reviews for the Kindle Store reappear periodically, but the majority of reviews occur for Books, particularly in the later weeks, culminating in a sustained period of activity in the Books category. The sequence concludes with a single review in the Office Products category, indicating a shift in focus." }, { "dim_process": 18, "seq_idx": 179, "seq_len": 45, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 4.428571428571429, 4.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.0, 8.142857142857142, 8.571428571428571, 8.714285714285714, 9.0, 9.285714285714286, 11.571428571428571, 12.142857142857142, 12.714285714285714, 13.142857142857142, 13.571428571428571, 14.428571428571429, 15.0, 15.142857142857142, 16.0, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 17.714285714285715, 18.0, 23.285714285714285, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 2.857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 2.2857142857142856, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 5.285714285714286, 1.4285714285714286 ], "type_event": [ 9, 11, 13, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10 ], "type_text": [ "Office Products", "Home and Kitchen", "Patio Lawn and Garden", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Office Products, Home and Kitchen, Patio Lawn and Garden, Kindle Store, and Books, all submitted within the first week. However, starting from approximately week 2.86, there is a notable shift as the user predominantly focuses on Books, with a significant cluster of reviews occurring between weeks 3 and 18. The reviews for Kindle Store appear intermittently, primarily around weeks 13, 16, and 17, while the frequency of Book reviews remains consistently high throughout the timeline, indicating a sustained interest in this category over time." }, { "dim_process": 18, "seq_idx": 180, "seq_len": 52, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.0, 1.4285714285714286, 1.7142857142857142, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 3.7142857142857144, 4.428571428571429, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.571428571428571, 7.0, 7.142857142857143, 7.571428571428571, 9.0, 9.428571428571429, 10.0, 10.714285714285714, 11.0, 11.285714285714286, 11.428571428571429, 11.714285714285714, 12.0, 12.142857142857142, 12.714285714285714, 12.857142857142858, 13.0, 13.857142857142858, 14.142857142857142, 14.571428571428571, 15.0, 15.285714285714286, 15.428571428571429, 15.571428571428571, 16.142857142857142, 16.428571428571427, 17.285714285714285, 18.0, 18.285714285714285, 18.428571428571427, 21.285714285714285, 21.857142857142858, 22.0 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.7142857142857143, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 2.857142857142857, 0.5714285714285714, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 14, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with reviews predominantly clustered in the initial weeks and continuing consistently throughout the timeline. A brief introduction of \"Movies and TV\" reviews occurs around the third week but is quickly followed by a return to reviewing books. The reviews maintain a steady rhythm, with only a few instances of other categories appearing, and the majority of reviews are concentrated in the earlier weeks, tapering off slightly towards the end of the sequence. Overall, the trend indicates a sustained interest in books, with minimal diversification into other categories." }, { "dim_process": 18, "seq_idx": 181, "seq_len": 40, "time_since_start": [ 0.0, 0.7142857142857143, 1.8571428571428572, 2.0, 2.4285714285714284, 2.5714285714285716, 3.4285714285714284, 4.0, 4.571428571428571, 4.857142857142857, 5.0, 5.428571428571429, 5.714285714285714, 6.571428571428571, 6.857142857142857, 7.0, 7.714285714285714, 8.0, 8.428571428571429, 8.714285714285714, 9.0, 9.142857142857142, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.0, 11.142857142857142, 12.142857142857142, 12.571428571428571, 12.714285714285714, 12.857142857142858, 14.142857142857142, 14.285714285714286, 14.714285714285714, 14.857142857142858, 17.571428571428573, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 2.7142857142857144, 5.714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which appears consistently throughout the timeline, with a notable cluster of reviews occurring in the initial weeks. The reviews for \"Books\" are concentrated heavily in the first 14 weeks, with a few sporadic entries extending to week 23. The \"Kindle Store\" reviews are less frequent, appearing only twice, both occurring after the majority of the \"Books\" reviews, specifically around weeks 5 and 12. Overall, the trend indicates a strong focus on book reviews early on, with a gradual tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 182, "seq_len": 40, "time_since_start": [ 0.0, 0.8571428571428571, 1.2857142857142858, 1.8571428571428572, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 5.571428571428571, 6.285714285714286, 6.714285714285714, 7.0, 8.571428571428571, 8.714285714285714, 9.0, 9.428571428571429, 10.285714285714286, 10.285714285714286, 10.714285714285714, 10.857142857142858, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.571428571428571, 11.857142857142858, 12.285714285714286, 13.714285714285714, 14.714285714285714, 16.0, 16.857142857142858, 18.142857142857142, 19.0, 19.142857142857142, 19.285714285714285, 21.142857142857142, 21.142857142857142, 23.0, 23.0, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 2.2857142857142856, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 1.4285714285714286, 1.0, 1.2857142857142858, 0.8571428571428571, 1.2857142857142858, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.0, 1.8571428571428572, 0.0, 2.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Initially, all reviews are for books, with a notable cluster of submissions occurring within the first 12 weeks. As the sequence progresses, reviews for the \"Kindle Store\" category begin to appear, starting around week 10, and these reviews become more frequent in the later weeks. Overall, the trend indicates that book reviews dominate the early part of the sequence, while reviews for the Kindle Store emerge and increase in frequency as time goes on." }, { "dim_process": 18, "seq_idx": 183, "seq_len": 51, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.0, 1.0, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 2.857142857142857, 3.0, 3.5714285714285716, 4.857142857142857, 5.428571428571429, 5.857142857142857, 6.428571428571429, 6.714285714285714, 8.142857142857142, 8.857142857142858, 9.142857142857142, 9.571428571428571, 10.285714285714286, 10.571428571428571, 11.0, 11.428571428571429, 12.571428571428571, 13.571428571428571, 13.857142857142858, 13.857142857142858, 14.142857142857142, 14.142857142857142, 14.571428571428571, 14.714285714285714, 15.285714285714286, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.285714285714285, 17.0, 17.142857142857142, 17.571428571428573, 17.714285714285715, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.428571428571427, 18.714285714285715, 18.714285714285715, 19.428571428571427, 20.571428571428573, 21.0, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 1.4285714285714286, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 1.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.7142857142857143, 1.1428571428571428, 0.42857142857142855, 2.142857142857143 ], "type_event": [ 10, 16, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 17, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 16, 16, 16, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Cell Phones and Accessories", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline. The \"Kindle Store\" reviews appear intermittently, often following clusters of \"Books\" reviews. There is a noticeable shift towards more frequent \"Kindle Store\" reviews in the later weeks, particularly after the 15-week mark, while \"Books\" reviews remain prevalent throughout the entire sequence. Additionally, there is a single instance of a review in the \"Cell Phones and Accessories\" category, which occurs later in the timeline. Overall, the events demonstrate a strong initial emphasis on \"Books,\" with a gradual increase in \"Kindle Store\" reviews as time progresses." }, { "dim_process": 18, "seq_idx": 184, "seq_len": 56, "time_since_start": [ 0.0, 0.8571428571428571, 1.2857142857142858, 1.8571428571428572, 2.142857142857143, 2.7142857142857144, 2.857142857142857, 3.0, 3.857142857142857, 4.0, 4.142857142857143, 4.714285714285714, 4.857142857142857, 5.0, 5.714285714285714, 5.857142857142857, 6.0, 6.285714285714286, 6.428571428571429, 7.0, 7.285714285714286, 7.571428571428571, 8.142857142857142, 8.857142857142858, 9.142857142857142, 9.571428571428571, 10.0, 10.142857142857142, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.714285714285714, 14.428571428571429, 14.714285714285714, 15.285714285714286, 15.714285714285714, 15.857142857142858, 17.0, 18.142857142857142, 18.428571428571427, 18.571428571428573, 18.714285714285715, 19.0, 19.142857142857142, 19.714285714285715, 19.857142857142858, 20.857142857142858, 21.857142857142858, 22.0, 22.857142857142858, 23.714285714285715, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 1.7142857142857142, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 1.0, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on books, with all entries categorized under this type until the 19th week, when a review for the Kindle Store is submitted. The reviews are predominantly clustered in the earlier weeks, with a notable increase in frequency occurring between weeks 0 and 12. After week 12, there is a gradual decline in the number of reviews submitted, with a few additional entries extending into weeks 18 and 24. Overall, the pattern indicates a sustained interest in books over time, with a single shift to the Kindle Store occurring later in the sequence." }, { "dim_process": 18, "seq_idx": 185, "seq_len": 164, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.0, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.0, 6.0, 6.142857142857143, 6.285714285714286, 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"Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent frequency of reviews throughout the timeline. Reviews for the \"Kindle Store\" category appear interspersed but tend to cluster in certain periods, particularly after several consecutive \"Books\" reviews. Over time, the user exhibits a pattern of alternating between the two categories, with a notable increase in \"Kindle Store\" reviews occurring towards the latter part of the sequence. Overall, \"Books\" reviews are more frequent, while \"Kindle Store\" reviews appear to increase in density as the timeline progresses." }, { "dim_process": 18, "seq_idx": 186, "seq_len": 53, "time_since_start": [ 0.0, 0.7142857142857143, 1.0, 1.2857142857142858, 2.0, 2.7142857142857144, 3.0, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.0, 4.714285714285714, 4.857142857142857, 5.0, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.714285714285714, 7.428571428571429, 8.142857142857142, 8.714285714285714, 9.714285714285714, 9.857142857142858, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.714285714285714, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.428571428571429, 14.571428571428571, 14.857142857142858, 15.0, 15.285714285714286, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.714285714285715, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.857142857142858, 18.142857142857142, 18.571428571428573, 18.571428571428573, 18.714285714285715, 20.714285714285715, 21.857142857142858, 22.142857142857142, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 1.0, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 2.0, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 16, 10, 10, 2, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The reviews for \"Kindle Store\" appear intermittently, primarily clustered around the early and later weeks of the sequence. There is a notable concentration of reviews in the first half of the timeline, with a gradual tapering off as the sequence progresses, although \"Books\" remains the most frequently reviewed category throughout. The timing of reviews indicates a sustained engagement with \"Books,\" while \"Kindle Store\" reviews serve as occasional diversions." }, { "dim_process": 18, "seq_idx": 187, "seq_len": 48, "time_since_start": [ 0.0, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 4.0, 4.714285714285714, 4.714285714285714, 5.0, 5.285714285714286, 5.857142857142857, 6.0, 6.428571428571429, 6.714285714285714, 7.0, 7.428571428571429, 7.571428571428571, 8.0, 9.428571428571429, 10.714285714285714, 11.0, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.571428571428571, 15.0, 15.428571428571429, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.714285714285715, 17.0, 17.285714285714285, 18.571428571428573, 18.857142857142858, 19.428571428571427, 22.142857142857142 ], "time_since_last_event": [ 0.0, 3.142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 1.2857142857142858, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.5714285714285714, 2.7142857142857144 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, there is a notable introduction of reviews for the \"Kindle Store,\" which appears intermittently but becomes more frequent after the initial cluster of \"Books\" reviews. The reviews for \"Books\" continue to dominate the sequence, with a consistent presence throughout, while \"Kindle Store\" reviews tend to cluster in specific periods, particularly after the first few weeks. Overall, the trend shows a sustained interest in \"Books\" with periodic engagement with the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 188, "seq_len": 73, "time_since_start": [ 0.0, 0.0, 1.7142857142857142, 2.2857142857142856, 2.4285714285714284, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.0, 5.714285714285714, 6.857142857142857, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.857142857142857, 9.571428571428571, 9.571428571428571, 9.714285714285714, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.428571428571429, 12.714285714285714, 12.857142857142858, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.571428571428571, 16.0, 16.0, 16.285714285714285, 16.571428571428573, 16.714285714285715, 16.857142857142858, 16.857142857142858, 17.285714285714285, 17.428571428571427, 17.428571428571427, 17.428571428571427, 17.571428571428573, 17.571428571428573, 17.714285714285715, 17.857142857142858, 17.857142857142858, 18.0, 18.285714285714285, 18.428571428571427, 18.571428571428573, 18.714285714285715, 19.142857142857142, 19.857142857142858, 20.857142857142858, 20.857142857142858, 21.0, 21.142857142857142, 21.285714285714285, 21.571428571428573, 21.857142857142858, 23.714285714285715, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 1.7142857142857142, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.8571428571428572, 1.1428571428571428 ], "type_event": [ 12, 15, 7, 11, 15, 10, 10, 10, 10, 10, 11, 15, 10, 10, 16, 11, 15, 1, 15, 10, 10, 10, 10, 16, 10, 14, 10, 15, 10, 2, 10, 10, 10, 16, 10, 10, 10, 7, 10, 10, 10, 10, 11, 10, 10, 10, 0, 10, 10, 8, 16, 10, 16, 10, 10, 11, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 15, 7, 16, 16, 12, 11, 12 ], "type_text": [ "Sports and Outdoors", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Books", "Kindle Store", "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Movies and TV", "Books", "Clothing Shoes and Jewelry", "Books", "Pet Supplies", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Other", "Books", "Books", "Toys and Games", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Kindle Store", "Kindle Store", "Sports and Outdoors", "Home and Kitchen", "Sports and Outdoors" ], "description": "The sequence of product reviews shows a pattern where the user initially reviews items in the Sports and Outdoors and Clothing Shoes and Jewelry categories, followed by a gradual increase in reviews for Books, which dominate the sequence from around week 3 onward. Home and Kitchen reviews appear intermittently, particularly clustered around weeks 2 and 16. The user also reviews Grocery and Gourmet Food at the beginning and later in the sequence, while Kindle Store reviews increase significantly in frequency after week 4. Overall, there is a noticeable concentration of Book reviews in the later weeks, with multiple reviews occurring in close succession." }, { "dim_process": 18, "seq_idx": 189, "seq_len": 57, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.7142857142857142, 2.2857142857142856, 2.4285714285714284, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.0, 4.428571428571429, 4.857142857142857, 5.142857142857143, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.142857142857143, 7.285714285714286, 8.0, 8.714285714285714, 10.0, 10.571428571428571, 10.714285714285714, 11.571428571428571, 12.0, 12.142857142857142, 12.285714285714286, 12.714285714285714, 13.0, 13.714285714285714, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 15.0, 15.0, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.285714285714285, 16.857142857142858, 17.285714285714285, 17.285714285714285, 18.0, 18.285714285714285, 18.714285714285715, 18.857142857142858, 21.571428571428573, 21.857142857142858, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.0, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 2.7142857142857144, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of entries categorized as \"Books,\" which are submitted consistently over the course of several weeks. The reviews begin with a high frequency of book entries in the initial weeks, gradually continuing with a steady pace. There are a few instances of reviews for the \"Kindle Store\" category, which appear intermittently among the book reviews, particularly around the 12-week mark and again between the 15 to 18-week range. Overall, the reviews cluster heavily in the \"Books\" category, with the \"Kindle Store\" reviews appearing less frequently and primarily later in the timeline." }, { "dim_process": 18, "seq_idx": 190, "seq_len": 44, "time_since_start": [ 0.0, 2.0, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.285714285714286, 5.285714285714286, 5.285714285714286, 6.571428571428571, 7.571428571428571, 7.571428571428571, 7.571428571428571, 7.571428571428571, 9.571428571428571, 9.714285714285714, 9.714285714285714, 10.0, 10.0, 10.0, 10.0, 10.0, 10.285714285714286, 10.285714285714286, 10.428571428571429, 17.0, 17.0, 18.571428571428573, 18.571428571428573, 18.571428571428573, 20.571428571428573, 20.571428571428573, 20.571428571428573, 20.857142857142858, 20.857142857142858, 20.857142857142858, 20.857142857142858, 21.428571428571427, 23.428571428571427, 23.428571428571427 ], "time_since_last_event": [ 0.0, 2.0, 1.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.0, 0.0, 1.2857142857142858, 1.0, 0.0, 0.0, 0.0, 2.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 6.571428571428571, 0.0, 1.5714285714285714, 0.0, 0.0, 2.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.5714285714285714, 2.0, 0.0 ], "type_event": [ 12, 5, 0, 14, 2, 11, 5, 4, 5, 4, 5, 17, 15, 5, 5, 14, 4, 11, 5, 5, 1, 2, 15, 14, 5, 1, 5, 12, 5, 15, 5, 7, 5, 15, 15, 5, 12, 6, 14, 2, 5, 15, 14, 8 ], "type_text": [ "Sports and Outdoors", "Automotive", "Other", "Movies and TV", "Pet Supplies", "Home and Kitchen", "Automotive", "Electronics", "Automotive", "Electronics", "Automotive", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Automotive", "Automotive", "Movies and TV", "Electronics", "Home and Kitchen", "Automotive", "Automotive", "Tools and Home Improvement", "Pet Supplies", "Clothing Shoes and Jewelry", "Movies and TV", "Automotive", "Tools and Home Improvement", "Automotive", "Sports and Outdoors", "Automotive", "Clothing Shoes and Jewelry", "Automotive", "Grocery and Gourmet Food", "Automotive", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Automotive", "Sports and Outdoors", "Industrial and Scientific", "Movies and TV", "Pet Supplies", "Automotive", "Clothing Shoes and Jewelry", "Movies and TV", "Toys and Games" ], "description": "The sequence of product reviews shows a varied engagement with different categories over time, with a notable focus on Automotive products throughout the timeline. Initially, the user begins with Sports and Outdoors, followed by a mix of categories, including Automotive, which starts to dominate the reviews around the third week. There is a clustering of reviews in the later weeks, particularly around weeks 10 to 21, where multiple categories such as Clothing Shoes and Jewelry, Movies and TV, and Automotive are reviewed simultaneously. The frequency of Automotive reviews peaks around weeks 9 to 20, while other categories appear more sporadically." }, { "dim_process": 18, "seq_idx": 191, "seq_len": 49, "time_since_start": [ 0.0, 1.2857142857142858, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.0, 3.4285714285714284, 4.0, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.142857142857142, 9.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.428571428571429, 13.0, 13.142857142857142, 13.714285714285714, 13.857142857142858, 15.428571428571429, 16.142857142857142, 16.428571428571427, 18.714285714285715, 21.714285714285715, 22.0 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.5714285714285714, 0.7142857142857143, 0.2857142857142857, 2.2857142857142856, 3.0, 0.2857142857142857 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 22 weeks. The reviews primarily cluster in the early weeks, particularly between weeks 1 and 10, with a noticeable peak in frequency during this period. The \"Kindle Store\" reviews appear infrequently and are concentrated around weeks 1 and 9, indicating a brief interest in that category amidst the predominance of book reviews. Overall, the trend indicates a sustained engagement with books over time, with a gradual decrease in review frequency as the weeks progress." }, { "dim_process": 18, "seq_idx": 192, "seq_len": 46, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.1428571428571428, 1.7142857142857142, 2.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.428571428571429, 4.857142857142857, 5.142857142857143, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.857142857142857, 6.857142857142857, 7.571428571428571, 7.857142857142857, 8.0, 8.285714285714286, 8.857142857142858, 9.571428571428571, 10.0, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.714285714285714, 14.0, 15.428571428571429, 15.857142857142858, 17.0, 17.428571428571427, 17.571428571428573, 18.0, 19.571428571428573, 19.714285714285715, 21.571428571428573, 21.857142857142858, 23.0, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 1.0, 1.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 1.4285714285714286, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 0.14285714285714285, 1.8571428571428572, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143 ], "type_event": [ 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable number of reviews submitted throughout the timeline. Reviews for the \"Kindle Store\" category appear infrequently, primarily clustered around the early and later portions of the sequence. Overall, the majority of reviews are concentrated in the earlier weeks, with a gradual tapering off as time progresses, although reviews continue to be submitted consistently over the entire period." }, { "dim_process": 18, "seq_idx": 193, "seq_len": 75, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.0, 3.7142857142857144, 4.714285714285714, 5.0, 5.714285714285714, 6.0, 6.285714285714286, 6.571428571428571, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.857142857142858, 8.857142857142858, 9.0, 9.714285714285714, 9.857142857142858, 10.571428571428571, 10.714285714285714, 11.285714285714286, 11.714285714285714, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.714285714285714, 15.0, 15.142857142857142, 15.428571428571429, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.428571428571427, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.571428571428573, 18.714285714285715, 18.714285714285715, 18.857142857142858, 19.0, 19.571428571428573, 20.428571428571427, 20.857142857142858, 21.142857142857142, 21.285714285714285, 21.428571428571427, 21.857142857142858, 22.0, 22.142857142857142, 22.142857142857142, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Initial reviews are clustered within the first few weeks, primarily in the \"Books\" category, with occasional entries for the \"Kindle Store.\" As time progresses, the frequency of reviews remains high for \"Books,\" while reviews for the \"Kindle Store\" appear intermittently, often following clusters of \"Books\" reviews. The pattern indicates that the user primarily engages with \"Books\" throughout the entire period, with \"Kindle Store\" reviews appearing at various intervals but never dominating the sequence." }, { "dim_process": 18, "seq_idx": 194, "seq_len": 74, "time_since_start": [ 0.0, 0.5714285714285714, 1.0, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 3.0, 3.4285714285714284, 3.5714285714285716, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.571428571428571, 8.714285714285714, 9.285714285714286, 9.571428571428571, 10.0, 10.428571428571429, 10.571428571428571, 11.285714285714286, 11.714285714285714, 12.0, 12.285714285714286, 12.571428571428571, 13.0, 13.285714285714286, 13.571428571428571, 13.714285714285714, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.857142857142858, 16.0, 16.285714285714285, 16.571428571428573, 17.0, 17.142857142857142, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.0, 18.285714285714285, 18.857142857142858, 19.714285714285715, 22.285714285714285, 23.0, 23.142857142857142, 23.857142857142858, 24.142857142857142, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 2.5714285714285716, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of the user submitting reviews exclusively in the \"Books\" category over an extended period. The reviews begin at the start of the timeline and occur frequently in the initial weeks, with a gradual increase in intervals between submissions as time progresses. There is a notable clustering of reviews in the earlier weeks, particularly within the first 10 weeks, followed by a more spaced-out submission pattern in the later weeks, indicating a decline in review frequency as time goes on." }, { "dim_process": 18, "seq_idx": 195, "seq_len": 45, "time_since_start": [ 0.0, 1.1428571428571428, 1.4285714285714286, 4.428571428571429, 4.571428571428571, 5.428571428571429, 5.714285714285714, 6.714285714285714, 6.857142857142857, 7.571428571428571, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.285714285714286, 8.857142857142858, 9.0, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.714285714285714, 11.857142857142858, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.571428571428571, 15.714285714285714, 18.0, 18.285714285714285, 18.571428571428573, 18.857142857142858, 19.142857142857142, 19.428571428571427, 20.428571428571427, 21.857142857142858, 22.0 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.2857142857142857, 3.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 1.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 2.2857142857142856, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.0, 1.4285714285714286, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a notable concentration of these reviews occurring in the early weeks. The user begins with a steady stream of book reviews, which continues consistently over time, with a few instances of Kindle Store reviews interspersed primarily around the 7th and 19th weeks. Overall, the reviews show a pattern of clustering, particularly in the earlier weeks, with a gradual tapering off in frequency as time progresses." }, { "dim_process": 18, "seq_idx": 196, "seq_len": 84, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.0, 10.142857142857142, 11.0, 11.142857142857142, 11.714285714285714, 12.142857142857142, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.0, 14.857142857142858, 15.0, 15.428571428571429, 15.571428571428571, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.714285714285715, 17.0, 17.142857142857142, 17.714285714285715, 17.857142857142858, 18.0, 18.285714285714285, 18.571428571428573, 18.714285714285715, 20.428571428571427, 20.857142857142858, 21.142857142857142, 21.285714285714285, 21.857142857142858, 22.142857142857142, 22.714285714285715, 23.285714285714285, 24.142857142857142, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews predominantly features a consistent focus on the \"Books\" category, with a significant number of reviews submitted in this category throughout the timeline. The reviews for \"Kindle Store\" appear less frequently and are interspersed among the reviews for \"Books,\" typically occurring after several weeks of book reviews. There are clusters of book reviews, particularly in the early weeks, with a gradual introduction of Kindle Store reviews starting around the ninth week, and a notable increase in Kindle Store reviews later in the sequence. Overall, the trend indicates a strong preference for reviewing books, with Kindle Store reviews emerging intermittently over time." }, { "dim_process": 18, "seq_idx": 197, "seq_len": 62, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.0, 1.1428571428571428, 1.5714285714285714, 1.8571428571428572, 2.7142857142857144, 3.5714285714285716, 3.7142857142857144, 4.571428571428571, 4.714285714285714, 5.714285714285714, 6.0, 6.571428571428571, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.571428571428571, 7.714285714285714, 8.571428571428571, 8.714285714285714, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.571428571428571, 11.714285714285714, 12.0, 12.571428571428571, 12.714285714285714, 13.0, 13.714285714285714, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.571428571428571, 15.714285714285714, 16.142857142857142, 16.571428571428573, 16.714285714285715, 17.0, 17.285714285714285, 17.714285714285715, 18.0, 18.142857142857142, 18.714285714285715, 19.714285714285715, 20.857142857142858, 21.714285714285715, 21.857142857142858, 23.0, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.0, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 24 weeks. The user begins with a series of reviews for books in the initial weeks, with a notable cluster of activity occurring between 0 and 18 weeks. Reviews for the \"Kindle Store\" category appear infrequently, primarily at the 6.57-week mark and again at 23 weeks, indicating that the user predominantly engages with books rather than Kindle-related products. Overall, the trend indicates a sustained interest in books over time, with a few isolated instances of reviewing Kindle Store items." }, { "dim_process": 18, "seq_idx": 198, "seq_len": 78, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 2.142857142857143, 2.2857142857142856, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 4.0, 4.571428571428571, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.714285714285714, 5.571428571428571, 5.857142857142857, 6.285714285714286, 6.714285714285714, 7.0, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.571428571428571, 9.428571428571429, 9.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.714285714285714, 11.714285714285714, 11.714285714285714, 12.142857142857142, 12.571428571428571, 12.571428571428571, 12.857142857142858, 13.0, 13.428571428571429, 13.571428571428571, 13.571428571428571, 13.571428571428571, 13.857142857142858, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.571428571428571, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.0, 17.142857142857142, 18.0, 18.142857142857142, 18.571428571428573, 18.571428571428573, 20.142857142857142, 21.714285714285715, 25.571428571428573, 25.571428571428573, 25.571428571428573, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.0, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.0, 1.5714285714285714, 1.5714285714285714, 3.857142857142857, 0.0, 0.0, 0.0 ], "type_event": [ 10, 16, 10, 10, 3, 11, 15, 9, 8, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 12, 15, 7, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 9, 15, 11, 10, 10, 10, 10, 10, 10, 11, 15, 1, 8, 10, 10, 16, 11, 16, 10, 15, 12, 7, 10, 10, 10, 15, 10, 16, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 7, 4, 3, 11 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Arts Crafts and Sewing", "Home and Kitchen", "Clothing Shoes and Jewelry", "Office Products", "Toys and Games", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Office Products", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Toys and Games", "Books", "Books", "Kindle Store", "Home and Kitchen", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Grocery and Gourmet Food", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Grocery and Gourmet Food", "Electronics", "Arts Crafts and Sewing", "Home and Kitchen" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews clustered early in the timeline and continuing consistently throughout. The user begins with reviews in the \"Kindle Store\" shortly after the initial entries, followed by a brief diversification into other categories such as \"Arts Crafts and Sewing,\" \"Home and Kitchen,\" and \"Clothing Shoes and Jewelry\" around the one-month mark. As time progresses, there are several instances of reviews in various categories, but \"Books\" remains the most frequently reviewed category, especially in the latter half of the timeline. The user also revisits the \"Kindle Store\" multiple times, indicating a sustained interest in that category alongside the ongoing emphasis on \"Books.\"" }, { "dim_process": 18, "seq_idx": 199, "seq_len": 45, "time_since_start": [ 0.0, 1.2857142857142858, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.0, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.0, 3.7142857142857144, 4.142857142857143, 4.857142857142857, 5.0, 5.571428571428571, 5.857142857142857, 6.428571428571429, 6.857142857142857, 7.142857142857143, 7.571428571428571, 8.0, 8.428571428571429, 8.714285714285714, 9.142857142857142, 9.428571428571429, 10.0, 10.428571428571429, 10.857142857142858, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.285714285714286, 12.714285714285714, 13.0, 13.571428571428571, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.428571428571429, 15.714285714285714, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.428571428571427 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a single review in the \"Kindle Store\" occurring early in the timeline. Most reviews are clustered within the first 18 weeks, with a notable increase in frequency during the initial weeks, particularly between weeks 1 and 5. After this period, the reviews continue at a steady pace, maintaining a predominance of the \"Books\" category throughout the entire timeline, indicating a sustained interest over time." }, { "dim_process": 18, "seq_idx": 200, "seq_len": 71, "time_since_start": [ 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 2.142857142857143, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 4.285714285714286, 4.571428571428571, 6.714285714285714, 6.714285714285714, 7.0, 7.0, 8.714285714285714, 9.285714285714286, 9.857142857142858, 11.714285714285714, 11.714285714285714, 11.714285714285714, 11.714285714285714, 13.428571428571429, 13.428571428571429, 13.428571428571429, 13.428571428571429, 14.142857142857142, 14.142857142857142, 14.714285714285714, 14.714285714285714, 14.714285714285714, 14.714285714285714, 14.714285714285714, 14.714285714285714, 14.714285714285714, 15.0, 15.0, 15.0, 15.0, 15.0, 15.571428571428571, 15.571428571428571, 15.571428571428571, 15.571428571428571, 15.571428571428571, 15.714285714285714, 15.714285714285714, 15.714285714285714, 15.714285714285714, 15.714285714285714, 15.857142857142858, 15.857142857142858, 15.857142857142858, 16.0, 16.0, 16.0, 16.0, 16.285714285714285, 16.285714285714285, 17.142857142857142, 17.428571428571427, 19.285714285714285, 19.285714285714285, 19.428571428571427, 21.571428571428573, 23.857142857142858, 23.857142857142858, 23.857142857142858, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 2.0, 1.5714285714285714, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 2.142857142857143, 0.0, 0.2857142857142857, 0.0, 1.7142857142857142, 0.5714285714285714, 0.5714285714285714, 1.8571428571428572, 0.0, 0.0, 0.0, 1.7142857142857142, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.8571428571428571, 0.2857142857142857, 1.8571428571428572, 0.0, 0.14285714285714285, 2.142857142857143, 2.2857142857142856, 0.0, 0.0, 0.0 ], "type_event": [ 13, 11, 5, 0, 11, 8, 2, 11, 15, 9, 2, 15, 11, 11, 7, 1, 2, 2, 7, 2, 15, 3, 1, 11, 2, 11, 15, 4, 9, 15, 4, 2, 15, 9, 1, 12, 11, 2, 15, 13, 6, 11, 15, 0, 11, 8, 10, 8, 2, 15, 11, 7, 4, 5, 11, 3, 8, 2, 11, 8, 11, 11, 11, 2, 11, 7, 15, 4, 11, 15, 7 ], "type_text": [ "Patio Lawn and Garden", "Home and Kitchen", "Automotive", "Other", "Home and Kitchen", "Toys and Games", "Pet Supplies", "Home and Kitchen", "Clothing Shoes and Jewelry", "Office Products", "Pet Supplies", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food", "Tools and Home Improvement", "Pet Supplies", "Pet Supplies", "Grocery and Gourmet Food", "Pet Supplies", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Tools and Home Improvement", "Home and Kitchen", "Pet Supplies", "Home and Kitchen", "Clothing Shoes and Jewelry", "Electronics", "Office Products", "Clothing Shoes and Jewelry", "Electronics", "Pet Supplies", "Clothing Shoes and Jewelry", "Office Products", "Tools and Home Improvement", "Sports and Outdoors", "Home and Kitchen", "Pet Supplies", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Industrial and Scientific", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Toys and Games", "Books", "Toys and Games", "Pet Supplies", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Electronics", "Automotive", "Home and Kitchen", "Arts Crafts and Sewing", "Toys and Games", "Pet Supplies", "Home and Kitchen", "Toys and Games", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Pet Supplies", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Electronics", "Home and Kitchen", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed, with initial submissions primarily focused on Patio Lawn and Garden, Home and Kitchen, and Automotive. As time progresses, there is a noticeable increase in reviews related to Home and Kitchen, which cluster significantly in the early and later weeks. Pet Supplies and Clothing Shoes and Jewelry also appear frequently, particularly in the middle of the timeline. Additionally, Electronics and Grocery and Gourmet Food reviews are more concentrated in the later stages of the sequence, indicating a trend towards these categories as time advances. Overall, the review activity exhibits a pattern of clustering around certain categories at various points, with Home and Kitchen being the most consistently reviewed category throughout the timeline." }, { "dim_process": 18, "seq_idx": 201, "seq_len": 182, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.8571428571428572, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.714285714285714, 4.714285714285714, 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"Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, with a notable cluster of reviews occurring in the early weeks. The \"Kindle Store\" category appears less frequently but shows a pattern of being interspersed with the \"Books\" reviews, particularly emerging more prominently in the later weeks. As time progresses, the reviews maintain a steady rhythm, with occasional spikes in \"Kindle Store\" entries, suggesting a gradual increase in engagement with this category alongside the ongoing reviews of \"Books.\" Overall, the reviews exhibit a sustained interest in \"Books,\" with \"Kindle Store\" reviews appearing intermittently throughout the timeline." }, { "dim_process": 18, "seq_idx": 202, "seq_len": 67, "time_since_start": [ 0.0, 0.7142857142857143, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.4285714285714284, 2.7142857142857144, 3.0, 3.2857142857142856, 3.7142857142857144, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.285714285714286, 5.857142857142857, 6.142857142857143, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.571428571428571, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.0, 9.285714285714286, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.285714285714286, 11.857142857142858, 13.0, 13.285714285714286, 13.571428571428571, 13.714285714285714, 14.0, 14.142857142857142, 14.285714285714286, 14.285714285714286, 14.428571428571429, 15.0, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.714285714285715, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 18.142857142857142, 18.857142857142858, 19.857142857142858, 20.428571428571427, 20.571428571428573, 21.0, 21.714285714285715, 22.285714285714285, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 1.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 2.4285714285714284 ], "type_event": [ 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10 ], "type_text": [ "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which is consistently reviewed throughout the timeline, particularly in the early weeks and continuing with high frequency over the entire period. The first review of \"Clothing Shoes and Jewelry\" occurs relatively early, but subsequent reviews in this category are sparse and clustered around specific points in the timeline, notably around the 14-week and 22-week marks. Overall, the reviews for \"Books\" dominate the sequence, with only a few instances of reviews for \"Clothing Shoes and Jewelry\" interspersed throughout." }, { "dim_process": 18, "seq_idx": 203, "seq_len": 47, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 1.2857142857142858, 2.0, 2.0, 2.142857142857143, 3.0, 3.0, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 5.0, 5.0, 5.0, 5.142857142857143, 5.142857142857143, 6.714285714285714, 6.714285714285714, 6.714285714285714, 8.428571428571429, 8.428571428571429, 12.285714285714286, 12.285714285714286, 12.285714285714286, 13.142857142857142, 13.142857142857142, 17.0, 19.142857142857142, 20.142857142857142, 20.142857142857142, 20.285714285714285, 20.285714285714285, 20.285714285714285, 20.571428571428573, 22.0, 23.142857142857142, 23.285714285714285, 23.428571428571427, 23.428571428571427, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.8571428571428571, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 1.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.0, 1.5714285714285714, 0.0, 0.0, 1.7142857142857142, 0.0, 3.857142857142857, 0.0, 0.0, 0.8571428571428571, 0.0, 3.857142857142857, 2.142857142857143, 1.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 1.4285714285714286, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0 ], "type_event": [ 1, 12, 10, 11, 15, 12, 10, 7, 11, 1, 4, 15, 10, 0, 4, 4, 0, 0, 12, 0, 11, 15, 7, 11, 10, 4, 5, 11, 11, 1, 2, 12, 11, 4, 15, 17, 0, 2, 4, 11, 12, 2, 2, 7, 12, 13, 7 ], "type_text": [ "Tools and Home Improvement", "Sports and Outdoors", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Tools and Home Improvement", "Electronics", "Clothing Shoes and Jewelry", "Books", "Other", "Electronics", "Electronics", "Other", "Other", "Sports and Outdoors", "Other", "Home and Kitchen", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Electronics", "Automotive", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Pet Supplies", "Sports and Outdoors", "Home and Kitchen", "Electronics", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Other", "Pet Supplies", "Electronics", "Home and Kitchen", "Sports and Outdoors", "Pet Supplies", "Pet Supplies", "Grocery and Gourmet Food", "Sports and Outdoors", "Patio Lawn and Garden", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Tools and Home Improvement and Sports and Outdoors, occurring early on. As time progresses, there is a notable increase in reviews for Books and Electronics, particularly around the 2 to 3-week mark. A clustering of reviews for Home and Kitchen is observed around the 5-week mark and again at 12 weeks. Later in the sequence, there is a significant focus on Pet Supplies and Grocery and Gourmet Food, with multiple reviews appearing in close succession around the 20 to 23-week period. Overall, the review activity shows a pattern of varied interests that evolve over time, with certain categories gaining prominence during specific intervals." }, { "dim_process": 18, "seq_idx": 204, "seq_len": 52, "time_since_start": [ 0.0, 0.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 3.5714285714285716, 4.0, 4.428571428571429, 5.0, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.142857142857143, 6.428571428571429, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.714285714285714, 8.0, 8.285714285714286, 9.571428571428571, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.571428571428571, 11.714285714285714, 12.0, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 15.714285714285714, 16.142857142857142, 16.571428571428573, 16.714285714285715, 17.142857142857142, 17.285714285714285, 17.285714285714285, 17.857142857142858, 18.571428571428573, 19.0, 22.857142857142858, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 2.2857142857142856, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 3.857142857142857, 0.2857142857142857 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the early weeks. Reviews for \"Kindle Store\" appear less frequently and are clustered primarily at the beginning, the end, and a few intervals in between. There is a notable concentration of reviews in the \"Books\" category, especially between weeks 1 and 18, with a gradual increase in frequency until around week 17, after which the frequency of reviews appears to decline slightly. The reviews for \"Clothing Shoes and Jewelry\" are isolated and occur only once during the sequence." }, { "dim_process": 18, "seq_idx": 205, "seq_len": 55, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 2.0, 2.2857142857142856, 2.7142857142857144, 3.0, 3.4285714285714284, 3.7142857142857144, 4.142857142857143, 4.714285714285714, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.142857142857143, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.714285714285714, 7.714285714285714, 8.0, 8.571428571428571, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.571428571428571, 10.714285714285714, 11.285714285714286, 11.714285714285714, 12.428571428571429, 13.0, 13.285714285714286, 13.285714285714286, 13.571428571428571, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.285714285714286, 14.571428571428571, 14.571428571428571, 14.714285714285714, 15.857142857142858, 16.142857142857142, 16.428571428571427, 16.571428571428573, 17.0, 17.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 16, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 16, 10, 16, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which is consistently reviewed throughout the timeline, especially in the early weeks. The \"Kindle Store\" category begins to appear more frequently after the first week, with a noticeable increase in reviews occurring around the 3-4 week mark. As time progresses, there is a pattern of alternating reviews between \"Books\" and \"Kindle Store,\" with clusters of reviews for both categories emerging in the later weeks. Overall, the reviews show a strong preference for \"Books,\" while \"Kindle Store\" reviews tend to cluster in specific periods, particularly in the middle to later weeks." }, { "dim_process": 18, "seq_idx": 206, "seq_len": 48, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 1.8571428571428572, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.0, 6.428571428571429, 6.714285714285714, 7.428571428571429, 7.857142857142857, 8.0, 8.428571428571429, 8.571428571428571, 9.285714285714286, 10.0, 10.142857142857142, 10.428571428571429, 10.428571428571429, 11.0, 11.0, 12.142857142857142, 12.428571428571429, 12.714285714285714, 13.571428571428571, 13.714285714285714, 14.428571428571429, 15.0, 15.0, 16.285714285714285, 16.428571428571427, 16.571428571428573, 18.0, 18.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.0, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857 ], "type_event": [ 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 13, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which dominates the timeline with a high frequency of entries. Reviews for the \"Kindle Store\" appear early in the sequence and again at a later point, while the \"Patio Lawn and Garden\" and \"Other\" categories are noted only once each. The reviews are primarily clustered within the first 18 weeks, with a notable concentration of \"Books\" reviews occurring in the earlier weeks, suggesting a sustained interest in this category over time." }, { "dim_process": 18, "seq_idx": 207, "seq_len": 62, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 2.0, 2.142857142857143, 3.2857142857142856, 4.142857142857143, 5.142857142857143, 5.142857142857143, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 6.0, 6.142857142857143, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.142857142857142, 10.0, 10.0, 10.714285714285714, 11.0, 11.285714285714286, 12.142857142857142, 13.285714285714286, 13.285714285714286, 14.0, 14.714285714285714, 16.0, 16.714285714285715, 16.857142857142858, 16.857142857142858, 17.0, 17.285714285714285, 17.285714285714285, 17.857142857142858, 17.857142857142858, 18.0, 18.142857142857142, 19.285714285714285, 19.285714285714285, 19.857142857142858, 20.0, 20.142857142857142, 20.285714285714285, 22.0, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.8571428571428571, 1.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.0, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 1.1428571428571428, 0.0, 0.7142857142857143, 0.7142857142857143, 1.2857142857142858, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285 ], "type_event": [ 10, 10, 16, 4, 10, 10, 10, 10, 10, 15, 10, 16, 10, 16, 9, 11, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 11, 10, 10, 8, 10, 10, 10, 10, 10, 16, 10, 10, 10, 15, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 8, 0, 16, 16, 16, 16, 11, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Electronics", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Books", "Kindle Store", "Office Products", "Home and Kitchen", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Home and Kitchen", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Toys and Games", "Other", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Home and Kitchen", "Kindle Store" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, which dominates the early and middle parts of the timeline, with numerous entries clustered closely together. The \"Kindle Store\" category appears intermittently, often following the submission of book reviews. Other categories, such as \"Electronics,\" \"Clothing Shoes and Jewelry,\" \"Home and Kitchen,\" and \"Toys and Games,\" are less frequent and tend to appear later in the timeline, indicating a gradual diversification of review categories over time. Overall, the pattern reflects a consistent preference for books, particularly in the initial weeks, with a gradual introduction of other product categories as time progresses." }, { "dim_process": 18, "seq_idx": 208, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 19.857142857142858, 19.857142857142858, 19.857142857142858, 19.857142857142858, 19.857142857142858, 19.857142857142858, 20.0, 20.0, 20.285714285714285, 20.571428571428573, 20.714285714285715, 21.0, 21.0, 21.0, 21.142857142857142, 21.142857142857142, 21.285714285714285, 21.571428571428573, 21.571428571428573, 21.571428571428573, 22.0, 22.428571428571427, 22.428571428571427, 22.428571428571427, 22.714285714285715, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 16.714285714285715, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285 ], "type_event": [ 10, 9, 1, 13, 9, 11, 15, 0, 8, 12, 3, 0, 2, 7, 1, 13, 10, 2, 3, 6, 11, 15, 11, 13, 10, 13, 11, 0, 11, 15, 11, 15, 7, 11, 15, 11, 15, 14, 10, 14 ], "type_text": [ "Books", "Office Products", "Tools and Home Improvement", "Patio Lawn and Garden", "Office Products", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Toys and Games", "Sports and Outdoors", "Arts Crafts and Sewing", "Other", "Pet Supplies", "Grocery and Gourmet Food", "Tools and Home Improvement", "Patio Lawn and Garden", "Books", "Pet Supplies", "Arts Crafts and Sewing", "Industrial and Scientific", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Patio Lawn and Garden", "Books", "Patio Lawn and Garden", "Home and Kitchen", "Other", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Movies and TV", "Books", "Movies and TV" ], "description": "The sequence of product reviews begins with two categories, Books and Office Products, submitted simultaneously at the start. After a significant gap, a cluster of reviews emerges around the 16 to 22-week mark, predominantly featuring categories such as Tools and Home Improvement, Patio Lawn and Garden, and various Home and Kitchen items. Throughout this period, the user shows a tendency to review multiple categories, with a notable concentration of reviews occurring in the Home and Kitchen and Clothing Shoes and Jewelry categories. The reviews for Movies and TV appear later in the sequence, indicating a shift in focus as time progresses." }, { "dim_process": 18, "seq_idx": 209, "seq_len": 44, "time_since_start": [ 0.0, 0.7142857142857143, 0.7142857142857143, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 3.2857142857142856, 4.428571428571429, 4.571428571428571, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 8.285714285714286, 8.428571428571429, 8.714285714285714, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.428571428571429, 9.571428571428571, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.142857142857142, 11.428571428571429, 11.857142857142858, 12.571428571428571, 13.0, 13.285714285714286, 15.142857142857142, 15.857142857142858, 16.142857142857142, 16.428571428571427, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.428571428571427, 17.571428571428573, 17.571428571428573, 18.285714285714285, 18.857142857142858, 21.285714285714285 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.0, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 2.142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 1.8571428571428572, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.7142857142857143, 0.5714285714285714, 2.4285714285714284 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple reviews submitted consistently over time, especially in the earlier weeks. The \"Kindle Store\" reviews appear less frequently and tend to cluster around specific intervals, particularly at the beginning and later in the sequence. The user exhibits a pattern of submitting several reviews in close succession, with notable clusters of \"Books\" reviews occurring throughout the timeline, while \"Kindle Store\" reviews are interspersed but less frequent overall." }, { "dim_process": 18, "seq_idx": 210, "seq_len": 58, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.0, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 2.0, 2.142857142857143, 2.857142857142857, 3.0, 3.142857142857143, 3.857142857142857, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.857142857142857, 6.0, 6.142857142857143, 7.142857142857143, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.714285714285714, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.142857142857142, 12.0, 12.142857142857142, 12.857142857142858, 13.142857142857142, 13.714285714285714, 14.285714285714286, 14.714285714285714, 15.285714285714286, 16.285714285714285, 16.714285714285715, 17.714285714285715, 17.857142857142858, 18.714285714285715, 18.857142857142858, 19.285714285714285, 19.857142857142858, 20.142857142857142, 21.0, 21.142857142857142, 21.285714285714285, 21.857142857142858, 23.142857142857142, 23.857142857142858, 24.142857142857142, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 1.0, 0.42857142857142855, 1.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.7142857142857143, 0.2857142857142857, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user consists exclusively of reviews categorized as \"Books.\" The reviews are consistently submitted over a span of time, with the majority occurring in the initial weeks. There is a noticeable clustering of reviews in the first 10 weeks, followed by a more sporadic pattern in the subsequent weeks, particularly between weeks 10 and 25. Overall, the user maintains a steady frequency of submitting reviews throughout the entire period, with no other product categories represented." }, { "dim_process": 18, "seq_idx": 211, "seq_len": 96, "time_since_start": [ 0.0, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 2.0, 2.142857142857143, 3.2857142857142856, 3.4285714285714284, 4.0, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.0, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 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10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with a continuous stream of reviews submitted over a significant period. The reviews begin solely with \"Books\" and maintain a consistent frequency, particularly in the early weeks. As time progresses, there are occasional entries for the \"Kindle Store,\" which begin to appear around the eighth week and continue intermittently. A single review for \"Clothing Shoes and Jewelry\" is noted around the fifteenth week, but the focus remains primarily on \"Books\" throughout the sequence, with the frequency of reviews continuing steadily until the end." }, { "dim_process": 18, "seq_idx": 212, "seq_len": 70, "time_since_start": [ 0.0, 0.2857142857142857, 1.4285714285714286, 1.5714285714285714, 2.7142857142857144, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.0, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.285714285714286, 6.428571428571429, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.428571428571429, 12.857142857142858, 13.285714285714286, 13.571428571428571, 14.0, 15.285714285714286, 15.571428571428571, 15.714285714285714, 16.0, 16.428571428571427, 16.714285714285715, 17.0, 17.428571428571427, 18.428571428571427, 19.0, 19.142857142857142, 21.0, 21.714285714285715, 22.285714285714285, 22.285714285714285, 23.285714285714285, 25.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.0, 0.5714285714285714, 0.14285714285714285, 1.8571428571428572, 0.7142857142857143, 0.5714285714285714, 0.0, 1.0, 1.7142857142857142, 0.14285714285714285 ], "type_event": [ 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Automotive", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominance of reviews in the \"Books\" category, which occur consistently throughout the timeline, especially in the earlier weeks. Reviews for the \"Kindle Store\" category appear less frequently but tend to cluster around specific periods, particularly between weeks 0 and 12, and again around weeks 17 to 23. The \"Automotive\" review is an outlier, appearing only once amidst the predominantly book-related reviews. Overall, the trend indicates a strong focus on books, with occasional reviews for the Kindle Store interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 213, "seq_len": 63, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.5714285714285716, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 5.285714285714286, 5.571428571428571, 6.0, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 7.714285714285714, 7.714285714285714, 8.428571428571429, 9.0, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.428571428571429, 11.714285714285714, 12.0, 12.428571428571429, 12.571428571428571, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.285714285714286, 14.857142857142858, 15.285714285714286, 15.285714285714286, 16.0, 16.428571428571427, 16.571428571428573, 17.571428571428573, 17.714285714285715, 17.714285714285715, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.714285714285715, 19.714285714285715, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.0, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 2.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently over an extended period. The initial cluster of reviews occurs within the first few weeks, primarily focusing on books, with a notable shift to include reviews for the Kindle Store starting around week 5. While reviews for books remain prevalent throughout the entire timeline, there are intermittent submissions for the Kindle Store, particularly around weeks 5, 7, 12, 15, and 18. Overall, the pattern shows a strong emphasis on books, with Kindle Store reviews appearing less frequently and primarily clustered at specific intervals." }, { "dim_process": 18, "seq_idx": 214, "seq_len": 61, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 1.1428571428571428, 2.142857142857143, 2.142857142857143, 2.4285714285714284, 3.142857142857143, 4.0, 4.428571428571429, 5.0, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.428571428571429, 8.0, 8.285714285714286, 9.857142857142858, 9.857142857142858, 9.857142857142858, 10.285714285714286, 10.428571428571429, 11.285714285714286, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 13.571428571428571, 13.571428571428571, 13.714285714285714, 14.428571428571429, 14.571428571428571, 15.0, 15.0, 15.285714285714286, 15.285714285714286, 15.571428571428571, 16.0, 17.142857142857142, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.0, 18.571428571428573, 18.714285714285715, 19.428571428571427, 19.571428571428573, 19.857142857142858, 20.428571428571427, 21.0, 21.285714285714285, 21.428571428571427, 21.571428571428573, 21.571428571428573, 22.0, 22.857142857142858, 23.142857142857142, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.0, 1.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 1.5714285714285714, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 7, 15, 1, 0, 6, 10, 10, 15, 9, 1, 11, 10, 10, 11, 4, 10, 10, 11, 10, 15, 10, 10, 5, 10, 10, 10, 10, 15, 11, 10, 0, 10, 10, 12, 11, 10, 10, 15, 10, 11, 3, 10, 10, 7, 10, 11, 2, 13, 2, 12, 1, 11, 10, 11, 17, 11, 0, 6 ], "type_text": [ "Books", "Books", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Other", "Industrial and Scientific", "Books", "Books", "Clothing Shoes and Jewelry", "Office Products", "Tools and Home Improvement", "Home and Kitchen", "Books", "Books", "Home and Kitchen", "Electronics", "Books", "Books", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Automotive", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Other", "Books", "Books", "Sports and Outdoors", "Home and Kitchen", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Arts Crafts and Sewing", "Books", "Books", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Pet Supplies", "Patio Lawn and Garden", "Pet Supplies", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Books", "Home and Kitchen", "Cell Phones and Accessories", "Home and Kitchen", "Other", "Industrial and Scientific" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple entries occurring early and consistently throughout the timeline. Reviews for \"Home and Kitchen\" also appear frequently, particularly clustered in the later weeks. Other categories, such as \"Clothing Shoes and Jewelry\" and \"Tools and Home Improvement,\" are reviewed at various intervals but do not dominate the sequence. Notably, there is a gradual diversification into other categories like \"Pet Supplies\" and \"Sports and Outdoors\" as time progresses, indicating an expansion in the user's review interests over the weeks." }, { "dim_process": 18, "seq_idx": 215, "seq_len": 44, "time_since_start": [ 0.0, 0.7142857142857143, 1.0, 1.1428571428571428, 1.4285714285714286, 1.4285714285714286, 1.8571428571428572, 1.8571428571428572, 2.857142857142857, 3.0, 3.2857142857142856, 5.714285714285714, 6.0, 7.0, 7.142857142857143, 7.285714285714286, 8.0, 8.428571428571429, 8.428571428571429, 8.428571428571429, 8.428571428571429, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.0, 11.0, 11.142857142857142, 11.857142857142858, 12.0, 12.857142857142858, 13.857142857142858, 14.714285714285714, 14.714285714285714, 15.0, 16.285714285714285, 16.857142857142858, 17.285714285714285, 19.0, 20.0, 21.142857142857142, 22.0, 23.0, 24.0 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 1.0, 0.14285714285714285, 0.2857142857142857, 2.4285714285714284, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.0, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 1.0, 0.8571428571428571, 0.0, 0.2857142857142857, 1.2857142857142858, 0.5714285714285714, 0.42857142857142855, 1.7142857142857142, 1.0, 1.1428571428571428, 0.8571428571428571, 1.0, 1.0 ], "type_event": [ 10, 10, 10, 10, 0, 14, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 3, 15, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Other", "Movies and TV", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Books", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, which dominates the timeline with frequent reviews submitted consistently from the start and continuing throughout the entire period. Other categories, such as \"Movies and TV,\" \"Kindle Store,\" \"Arts Crafts and Sewing,\" and \"Clothing Shoes and Jewelry,\" appear sporadically and cluster around specific weeks, particularly in the early weeks and again around the 14-week mark. Overall, the trend indicates that the user predominantly reviews books, with other categories interspersed at less frequent intervals." }, { "dim_process": 18, "seq_idx": 216, "seq_len": 62, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 2.0, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 4.0, 4.0, 4.571428571428571, 5.428571428571429, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.571428571428571, 7.714285714285714, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.142857142857142, 9.285714285714286, 9.714285714285714, 10.142857142857142, 10.714285714285714, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.714285714285714, 14.428571428571429, 15.142857142857142, 16.0, 16.714285714285715, 16.857142857142858, 18.0, 18.142857142857142, 23.0, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.7142857142857142, 0.7142857142857143, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 4.857142857142857, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 11, 13, 0, 4, 5, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Patio Lawn and Garden", "Other", "Electronics", "Automotive", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. As time progresses, reviews for \"Kindle Store\" start to appear, particularly around the 4-week mark, indicating a slight diversification in the review categories while still maintaining a predominance of \"Books.\" After several weeks, there is a noticeable cluster of reviews across various categories, including \"Home and Kitchen,\" \"Patio Lawn and Garden,\" \"Other,\" \"Electronics,\" and \"Automotive,\" all occurring around the 7-week mark. Following this diversification, the reviews return to predominantly \"Books,\" with intermittent reviews for \"Kindle Store\" continuing throughout the sequence, suggesting a sustained interest in books over time." }, { "dim_process": 18, "seq_idx": 217, "seq_len": 41, "time_since_start": [ 0.0, 0.0, 1.2857142857142858, 4.428571428571429, 4.428571428571429, 4.428571428571429, 5.714285714285714, 6.0, 6.0, 7.428571428571429, 7.714285714285714, 8.142857142857142, 9.285714285714286, 10.714285714285714, 11.714285714285714, 11.714285714285714, 12.857142857142858, 13.0, 13.428571428571429, 13.714285714285714, 14.0, 14.142857142857142, 14.571428571428571, 14.571428571428571, 14.857142857142858, 15.428571428571429, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.0, 17.0, 17.0, 17.428571428571427, 18.714285714285715, 19.0, 19.0, 21.285714285714285, 21.285714285714285, 21.857142857142858, 23.142857142857142, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 1.2857142857142858, 3.142857142857143, 0.0, 0.0, 1.2857142857142858, 0.2857142857142857, 0.0, 1.4285714285714286, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 1.4285714285714286, 1.0, 0.0, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.5714285714285714, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.0, 2.2857142857142856, 0.0, 0.5714285714285714, 1.2857142857142858, 1.5714285714285714 ], "type_event": [ 14, 10, 10, 14, 10, 16, 10, 10, 16, 14, 14, 14, 14, 10, 16, 10, 15, 15, 10, 14, 10, 10, 10, 16, 10, 16, 10, 10, 14, 16, 10, 15, 10, 16, 16, 10, 4, 10, 16, 16, 16 ], "type_text": [ "Movies and TV", "Books", "Books", "Movies and TV", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Movies and TV", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Movies and TV", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Kindle Store", "Books", "Electronics", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with early entries in the Movies and TV and Books categories, with a notable cluster of Books reviews occurring in the first few weeks. As time progresses, there is a consistent presence of Movies and TV reviews around the 4 to 9-week mark, followed by a significant increase in Books reviews around the 10 to 18-week period. The Kindle Store category starts appearing around the 4-week mark and continues to see activity, particularly clustered between the 11 to 19-week range. Additionally, Clothing Shoes and Jewelry reviews emerge later in the sequence, while Electronics is reviewed towards the end. Overall, Books dominate the early to mid-sequence, while Movies and TV reviews are more concentrated in the initial weeks, and Kindle Store reviews show a steady increase over time." }, { "dim_process": 18, "seq_idx": 218, "seq_len": 46, "time_since_start": [ 0.0, 0.42857142857142855, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 3.0, 3.142857142857143, 3.4285714285714284, 4.0, 4.142857142857143, 4.571428571428571, 4.714285714285714, 5.0, 5.142857142857143, 6.0, 6.142857142857143, 6.428571428571429, 6.571428571428571, 7.0, 7.285714285714286, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.571428571428571, 9.857142857142858, 10.714285714285714, 11.0, 11.857142857142858, 12.0, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.571428571428571, 14.0, 14.714285714285714, 15.428571428571429, 16.285714285714285, 17.142857142857142, 17.428571428571427, 17.571428571428573, 18.285714285714285, 22.285714285714285, 22.714285714285715, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 4.0, 0.42857142857142855, 2.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features entries in the \"Books\" category, with a single review in the \"Kindle Store\" occurring shortly after the user begins reviewing books. The reviews are consistently submitted over a period of time, with a noticeable concentration of reviews occurring in the early weeks. As time progresses, the frequency of reviews remains steady, with occasional clusters of reviews appearing at various intervals, particularly in the later weeks. Overall, the trend indicates a sustained interest in reviewing books throughout the entire timeline." }, { "dim_process": 18, "seq_idx": 219, "seq_len": 60, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.7142857142857142, 2.0, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.857142857142857, 4.0, 4.571428571428571, 4.714285714285714, 5.0, 5.285714285714286, 5.857142857142857, 6.0, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.857142857142857, 8.0, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.857142857142858, 12.285714285714286, 13.142857142857142, 13.571428571428571, 13.857142857142858, 14.0, 15.714285714285714, 16.142857142857142, 16.285714285714285, 16.857142857142858, 17.0, 18.0, 18.285714285714285, 19.142857142857142, 20.0, 21.714285714285715, 22.0, 22.285714285714285, 22.428571428571427, 23.428571428571427, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 1.7142857142857142, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which is consistently reviewed throughout the timeline, particularly in the early weeks. The reviews for \"Kindle Store\" begin to appear around the 6-week mark and increase in frequency, especially in the later weeks. There are clusters of \"Kindle Store\" reviews that emerge intermittently, but the majority of reviews remain centered on \"Books,\" indicating a sustained interest in that category over the entire period. Overall, the trend shows a gradual introduction of \"Kindle Store\" reviews alongside a steady stream of \"Books\" reviews, with no significant drop in the latter category." }, { "dim_process": 18, "seq_idx": 220, "seq_len": 49, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 2.7142857142857144, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.857142857142857, 5.0, 5.142857142857143, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 7.0, 7.285714285714286, 8.0, 8.714285714285714, 9.428571428571429, 10.0, 11.0, 11.714285714285714, 11.857142857142858, 12.0, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.571428571428571, 14.0, 14.142857142857142, 14.285714285714286, 14.571428571428571, 16.0, 16.714285714285715, 17.714285714285715, 17.857142857142858, 18.0, 20.142857142857142, 20.428571428571427, 20.571428571428573, 21.142857142857142, 24.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.0, 0.14285714285714285, 1.4285714285714286, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 1.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.7142857142857143, 1.0, 0.14285714285714285, 0.14285714285714285, 2.142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 3.142857142857143, 1.0 ], "type_event": [ 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 15, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which is consistently reviewed throughout the timeline, particularly in the early weeks and continuing at regular intervals. Reviews for the \"Kindle Store\" category appear less frequently but are clustered around certain periods, particularly between the first and second week and again around the twelfth week. The review for \"Clothing Shoes and Jewelry\" occurs later in the sequence, indicating a shift in focus after an extended period of reviewing books. Overall, the trend indicates a strong initial interest in books, with intermittent reviews of the Kindle Store and a singular later review of clothing." }, { "dim_process": 18, "seq_idx": 221, "seq_len": 108, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 1.2857142857142858, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 1.8571428571428572, 2.0, 2.0, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.0, 3.5714285714285716, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.0, 5.142857142857143, 5.142857142857143, 5.428571428571429, 5.857142857142857, 5.857142857142857, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.714285714285714, 6.857142857142857, 6.857142857142857, 7.0, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 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21.285714285714285, 21.285714285714285, 21.714285714285715, 22.0, 22.428571428571427, 22.571428571428573, 23.0, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 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0.14285714285714285, 0.42857142857142855, 1.5714285714285714 ], "type_event": [ 16, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 16, 4, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 16, 16, 10, 16, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 16, 10, 10, 16, 16, 16, 16, 16, 16, 16, 16, 10, 16, 10, 16, 16, 16, 10, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Electronics", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the Kindle Store and Books, with an initial cluster of reviews predominantly in the Books category within the first few weeks. As time progresses, there is a noticeable trend of increasing frequency in Kindle Store reviews, particularly after the first month, while the Books reviews continue to be submitted consistently throughout the timeline. There are periods where both categories are reviewed simultaneously, but Kindle Store reviews tend to increase in density towards the latter part of the sequence, especially after the 18-week mark. Overall, the reviews show a sustained interest in Books, with a gradual rise in Kindle Store activity over time." }, { "dim_process": 18, "seq_idx": 222, "seq_len": 55, "time_since_start": [ 0.0, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 2.142857142857143, 2.4285714285714284, 3.0, 3.5714285714285716, 4.714285714285714, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.0, 6.571428571428571, 6.714285714285714, 7.285714285714286, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 9.857142857142858, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.428571428571429, 11.714285714285714, 12.0, 12.571428571428571, 13.142857142857142, 13.714285714285714, 14.857142857142858, 15.0, 15.142857142857142, 15.428571428571429, 15.571428571428571, 15.857142857142858, 15.857142857142858, 16.0, 16.285714285714285, 16.571428571428573, 21.142857142857142, 21.571428571428573, 23.0, 25.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 4.571428571428571, 0.42857142857142855, 1.4285714285714286, 2.0 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline, particularly clustered in the initial weeks. The first review in the \"Kindle Store\" appears early in the sequence, followed by a significant number of book reviews. There are intermittent reviews for the \"Kindle Store\" that occur at various points, but they are less frequent compared to the reviews for books. Overall, the trend indicates a strong and sustained interest in books, with occasional reviews for the Kindle Store interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 223, "seq_len": 71, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 2.0, 2.142857142857143, 2.4285714285714284, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.0, 4.0, 4.428571428571429, 5.0, 5.0, 6.0, 6.142857142857143, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.428571428571429, 8.571428571428571, 9.0, 10.0, 10.285714285714286, 11.0, 11.142857142857142, 11.285714285714286, 11.571428571428571, 12.0, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.571428571428571, 13.285714285714286, 14.0, 14.428571428571429, 14.428571428571429, 14.571428571428571, 15.0, 15.142857142857142, 15.285714285714286, 16.0, 16.142857142857142, 16.285714285714285, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.571428571428573, 18.0, 18.285714285714285, 18.571428571428573, 19.0, 21.285714285714285, 22.0, 23.0, 23.142857142857142, 23.285714285714285, 23.428571428571427, 24.0, 24.428571428571427, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 0.5714285714285714, 0.0, 1.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 1.1428571428571428, 0.42857142857142855, 1.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 2.2857142857142856, 0.7142857142857143, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16, 10, 10, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. There are occasional reviews in the \"Kindle Store\" category, primarily clustered around the 4-week mark and again later in the sequence. As time progresses, reviews continue to predominantly feature \"Books,\" with a noticeable increase in frequency during the early weeks and a slight tapering off towards the end. The \"Kindle Store\" reviews appear less frequently but show a pattern of clustering at specific intervals, particularly around the 4-week, 7-week, and 23-week marks. Overall, the user consistently reviews \"Books\" throughout the timeline, with \"Kindle Store\" reviews serving as intermittent additions." }, { "dim_process": 18, "seq_idx": 224, "seq_len": 43, "time_since_start": [ 0.0, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.571428571428571, 5.0, 5.142857142857143, 5.714285714285714, 6.428571428571429, 6.571428571428571, 6.571428571428571, 6.714285714285714, 7.0, 7.714285714285714, 9.285714285714286, 10.142857142857142, 10.571428571428571, 11.571428571428571, 12.285714285714286, 12.428571428571429, 13.142857142857142, 13.571428571428571, 13.714285714285714, 14.571428571428571, 14.857142857142858, 15.714285714285714, 16.0, 17.0, 17.857142857142858, 18.428571428571427, 19.428571428571427, 21.0, 22.428571428571427, 22.714285714285715, 23.428571428571427 ], "time_since_last_event": [ 0.0, 1.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.5714285714285714, 0.8571428571428571, 0.42857142857142855, 1.0, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 1.0, 0.8571428571428571, 0.5714285714285714, 1.0, 1.5714285714285714, 1.4285714285714286, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which is consistently reviewed throughout the timeline, particularly in the early weeks. The \"Kindle Store\" reviews appear less frequently and are interspersed among the book reviews, primarily occurring later in the sequence. There is a noticeable clustering of book reviews in the initial weeks, with a gradual increase in the interval between reviews as time progresses. Overall, the pattern indicates a strong and sustained engagement with books, with occasional reviews of the Kindle Store appearing at intervals." }, { "dim_process": 18, "seq_idx": 225, "seq_len": 54, "time_since_start": [ 0.0, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 5.142857142857143, 5.142857142857143, 6.571428571428571, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 11.571428571428571, 11.571428571428571, 11.571428571428571, 11.857142857142858, 11.857142857142858, 12.428571428571429, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.142857142857142, 14.285714285714286, 15.0, 15.0, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.428571428571427, 20.0, 20.142857142857142, 20.714285714285715, 21.714285714285715, 23.142857142857142, 23.857142857142858, 24.571428571428573, 24.714285714285715, 25.142857142857142 ], "time_since_last_event": [ 0.0, 2.5714285714285716, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.0, 1.4285714285714286, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.0, 0.0, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 2.5714285714285716, 0.14285714285714285, 0.5714285714285714, 1.0, 1.4285714285714286, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 11, 9, 11, 12, 12, 15, 11, 11, 10, 11, 2, 2, 8, 12, 10, 2, 10, 7, 10, 7, 3, 7, 10, 11, 7, 10, 11, 10, 11, 8, 15, 10, 11, 10, 8, 10, 10, 15, 2, 2, 8, 8, 7, 2, 8, 10, 11, 10, 7, 9, 2, 12, 15, 2 ], "type_text": [ "Home and Kitchen", "Office Products", "Home and Kitchen", "Sports and Outdoors", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Books", "Home and Kitchen", "Pet Supplies", "Pet Supplies", "Toys and Games", "Sports and Outdoors", "Books", "Pet Supplies", "Books", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Books", "Home and Kitchen", "Toys and Games", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Books", "Toys and Games", "Books", "Books", "Clothing Shoes and Jewelry", "Pet Supplies", "Pet Supplies", "Toys and Games", "Toys and Games", "Grocery and Gourmet Food", "Pet Supplies", "Toys and Games", "Books", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Office Products", "Pet Supplies", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Pet Supplies" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with notable trends in timing and clustering. Initially, reviews for Home and Kitchen products appear early on, followed by a mix of categories including Office Products and Sports and Outdoors within the first few weeks. As the sequence progresses, there is a significant concentration of reviews in the Books category around the 7 to 15-week mark. Additionally, Pet Supplies and Grocery and Gourmet Food reviews emerge more prominently in the later weeks, indicating a shift in focus. Overall, the sequence reflects a gradual diversification of review categories, with certain types clustering at specific intervals." }, { "dim_process": 18, "seq_idx": 226, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.5714285714285714, 1.7142857142857142, 2.0, 2.142857142857143, 2.7142857142857144, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.428571428571429, 4.571428571428571, 5.0, 5.428571428571429, 5.857142857142857, 6.285714285714286, 6.571428571428571, 7.857142857142857, 8.428571428571429, 9.857142857142858, 10.428571428571429, 11.142857142857142, 12.857142857142858, 13.0, 13.285714285714286, 13.571428571428571, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.0, 16.0, 16.714285714285715, 16.714285714285715, 17.0, 17.142857142857142, 17.571428571428573, 17.714285714285715, 18.0, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858, 0.5714285714285714, 1.4285714285714286, 0.5714285714285714, 0.7142857142857143, 1.7142857142857142, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 4.571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Initially, reviews are exclusively for books, with a gradual introduction of \"Kindle Store\" reviews occurring intermittently after several weeks. The reviews for \"Books\" are clustered heavily in the earlier weeks, while \"Kindle Store\" reviews appear more sporadically, particularly in the later weeks of the sequence. Overall, the trend indicates a strong preference for reviewing books, with Kindle Store reviews appearing as a secondary focus." }, { "dim_process": 18, "seq_idx": 227, "seq_len": 47, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 2.142857142857143, 3.142857142857143, 3.7142857142857144, 4.285714285714286, 6.0, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.571428571428571, 8.285714285714286, 8.428571428571429, 8.714285714285714, 9.285714285714286, 10.0, 10.714285714285714, 11.571428571428571, 11.857142857142858, 12.0, 12.428571428571429, 13.0, 13.571428571428571, 13.714285714285714, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.0, 16.571428571428573, 16.714285714285715, 16.857142857142858, 18.142857142857142, 18.857142857142858, 18.857142857142858, 19.285714285714285, 19.571428571428573, 21.0, 21.857142857142858, 23.857142857142858, 24.714285714285715, 24.857142857142858, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 1.0, 0.5714285714285714, 0.5714285714285714, 1.7142857142857142, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 0.0, 0.42857142857142855, 0.2857142857142857, 1.4285714285714286, 0.8571428571428571, 2.0, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 15, 10, 10, 10, 10, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 25 weeks. Reviews for \"Books\" dominate the early part of the timeline, with a notable cluster occurring between weeks 0 and 14. The \"Kindle Store\" category appears intermittently, starting around week 13 and increasing in frequency after week 23. There is a brief instance of a review in the \"Clothing Shoes and Jewelry\" category at week 18, but it is the only occurrence outside of the primary categories. Overall, the pattern indicates a strong preference for reviewing books, particularly in the initial weeks, with a gradual introduction of Kindle Store reviews later in the timeline." }, { "dim_process": 18, "seq_idx": 228, "seq_len": 52, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.0, 1.0, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 2.0, 2.0, 2.0, 2.0, 2.0, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 4.857142857142857, 9.857142857142858, 9.857142857142858, 16.142857142857142, 16.142857142857142, 16.142857142857142, 16.142857142857142, 16.142857142857142, 16.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.1428571428571428, 5.0, 0.0, 6.285714285714286, 0.0, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 15, 12, 12, 6, 0, 13, 4, 5, 12, 11, 0, 15, 2, 1, 4, 12, 13, 15, 1, 12, 11, 4, 12, 15, 11, 9, 6, 17, 15, 2, 4, 11, 10, 12, 0, 12, 4, 15, 1, 0, 2, 15, 4, 15, 12, 11, 0, 12, 11, 2, 15, 17 ], "type_text": [ "Clothing Shoes and Jewelry", "Sports and Outdoors", "Sports and Outdoors", "Industrial and Scientific", "Other", "Patio Lawn and Garden", "Electronics", "Automotive", "Sports and Outdoors", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry", "Pet Supplies", "Tools and Home Improvement", "Electronics", "Sports and Outdoors", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Sports and Outdoors", "Home and Kitchen", "Electronics", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Office Products", "Industrial and Scientific", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Pet Supplies", "Electronics", "Home and Kitchen", "Books", "Sports and Outdoors", "Other", "Sports and Outdoors", "Electronics", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Other", "Pet Supplies", "Clothing Shoes and Jewelry", "Electronics", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Other", "Sports and Outdoors", "Home and Kitchen", "Pet Supplies", "Clothing Shoes and Jewelry", "Cell Phones and Accessories" ], "description": "The sequence of product reviews begins with a cluster of reviews in the categories of Clothing Shoes and Jewelry, Sports and Outdoors, and various other categories occurring within the first two weeks. A notable shift happens around the 0.86-week mark, where a broader range of categories is reviewed, including Electronics, Automotive, and Home and Kitchen. As time progresses, reviews continue to be submitted across multiple categories, with a consistent presence of Sports and Outdoors and Clothing Shoes and Jewelry throughout the timeline. The later reviews show a significant gap before a resurgence of activity around the 9.86-week mark, where Sports and Outdoors and Home and Kitchen are again prominently featured, followed by a final cluster of reviews at the 16.14-week mark across several categories." }, { "dim_process": 18, "seq_idx": 229, "seq_len": 53, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.4285714285714286, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 3.4285714285714284, 4.142857142857143, 4.142857142857143, 5.571428571428571, 7.0, 7.142857142857143, 7.142857142857143, 7.428571428571429, 8.857142857142858, 9.0, 9.857142857142858, 10.428571428571429, 10.857142857142858, 12.142857142857142, 12.571428571428571, 13.571428571428571, 13.714285714285714, 14.285714285714286, 15.0, 15.142857142857142, 15.142857142857142, 15.285714285714286, 15.428571428571429, 16.0, 16.142857142857142, 16.428571428571427, 16.857142857142858, 17.0, 17.142857142857142, 17.714285714285715, 17.857142857142858, 17.857142857142858, 18.428571428571427, 19.428571428571427, 19.571428571428573, 20.0, 20.571428571428573, 20.714285714285715, 23.0, 24.0, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 1.4285714285714286, 1.4285714285714286, 0.14285714285714285, 0.0, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 1.2857142857142858, 0.42857142857142855, 1.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.5714285714285714, 1.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 2.2857142857142856, 1.0, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with the majority of reviews submitted over time. The reviews begin exclusively with \"Books\" and continue to dominate the early weeks, with the first \"Kindle Store\" reviews appearing after two weeks. There are clusters of \"Kindle Store\" reviews that emerge intermittently, particularly around the 2-week, 7-week, and 15-week marks, while \"Books\" reviews continue to be submitted consistently throughout the entire sequence. The pattern indicates that \"Books\" reviews are consistently submitted more frequently than \"Kindle Store\" reviews, which tend to appear in specific periods rather than uniformly." }, { "dim_process": 18, "seq_idx": 230, "seq_len": 51, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.4285714285714286, 1.7142857142857142, 2.4285714285714284, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 4.571428571428571, 4.714285714285714, 4.857142857142857, 6.0, 6.142857142857143, 6.714285714285714, 6.857142857142857, 7.0, 7.714285714285714, 8.0, 8.142857142857142, 8.428571428571429, 9.0, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.0, 10.0, 10.142857142857142, 10.285714285714286, 11.285714285714286, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.714285714285714, 13.857142857142858, 14.0, 14.428571428571429, 20.142857142857142, 20.285714285714285, 21.571428571428573, 21.714285714285715, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 5.714285714285714, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable number of reviews submitted early in the timeline. The \"Kindle Store\" reviews appear less frequently and are primarily clustered around the 1 to 7-week mark, with a few later occurrences. There is a significant concentration of \"Books\" reviews between weeks 0 and 14, with a noticeable gap before additional reviews emerge at weeks 20 and 21. Overall, the trend indicates a strong preference for reviewing books, particularly in the earlier weeks, with intermittent reviews of the Kindle Store." }, { "dim_process": 18, "seq_idx": 231, "seq_len": 113, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.857142857142857, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.0, 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0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 3.2857142857142856 ], "type_event": [ 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 4, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time, particularly in the early weeks. The \"Kindle Store\" reviews are interspersed throughout but occur less frequently than book reviews, often clustering around specific timeframes. There is a noticeable trend of increased review activity in the initial weeks, with a gradual tapering off in frequency as time progresses, although \"Books\" consistently remains the primary category throughout the sequence." }, { "dim_process": 18, "seq_idx": 232, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 3.0, 3.4285714285714284, 3.7142857142857144, 4.285714285714286, 5.142857142857143, 5.428571428571429, 5.571428571428571, 7.0, 8.142857142857142, 9.285714285714286, 10.142857142857142, 10.571428571428571, 10.714285714285714, 10.714285714285714, 11.285714285714286, 11.571428571428571, 11.714285714285714, 11.714285714285714, 12.428571428571429, 12.714285714285714, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.571428571428571, 16.285714285714285, 16.571428571428573, 17.0, 18.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 1.1428571428571428, 1.1428571428571428, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.0, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 16, 4, 10, 10, 10, 10, 16, 10, 10, 2, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Kindle Store", "Electronics", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews for books, which dominate the early and middle periods, with a significant concentration occurring within the first 18 weeks. There are several instances of reviews for Kindle Store products, which appear intermittently throughout the sequence, particularly after the initial cluster of book reviews. Electronics and pet supplies are reviewed less frequently, with electronics appearing in the middle of the timeline and pet supplies noted at a similar point. Overall, the trend shows a strong preference for books, with reviews for other categories appearing sporadically." }, { "dim_process": 18, "seq_idx": 233, "seq_len": 94, "time_since_start": [ 0.0, 0.2857142857142857, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.0, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.714285714285714, 9.0, 9.0, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.0, 11.142857142857142, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.428571428571429, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.0, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.857142857142858, 18.0, 18.285714285714285, 18.428571428571427, 19.0, 19.285714285714285, 19.428571428571427, 22.0, 22.428571428571427, 22.857142857142858, 23.857142857142858, 24.142857142857142, 24.285714285714285, 25.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 2.5714285714285716, 0.42857142857142855, 0.42857142857142855, 1.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted at regular intervals over time. The reviews for \"Books\" dominate the early and middle periods, with a notable cluster occurring from the start up to around 19 weeks. Reviews for the \"Kindle Store\" appear sporadically, primarily around the 2-week and 12-week marks, indicating a minor interest in that category. A single review in the \"Home and Kitchen\" category is noted at around 22 weeks, suggesting a shift in focus, but the predominant trend remains heavily weighted towards \"Books\" throughout the sequence." }, { "dim_process": 18, "seq_idx": 234, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 1.8571428571428572, 2.4285714285714284, 3.857142857142857, 4.0, 4.142857142857143, 4.142857142857143, 4.714285714285714, 4.857142857142857, 5.571428571428571, 6.857142857142857, 7.142857142857143, 9.0, 9.571428571428571, 10.142857142857142, 11.0, 11.285714285714286, 11.714285714285714, 11.714285714285714, 12.428571428571429, 13.142857142857142, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.428571428571429, 14.571428571428571, 15.142857142857142, 15.714285714285714, 15.857142857142858, 16.0, 16.0, 16.285714285714285, 16.571428571428573, 17.285714285714285, 17.428571428571427, 18.571428571428573, 20.142857142857142, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.0, 0.42857142857142855, 0.5714285714285714, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 1.2857142857142858, 0.2857142857142857, 1.8571428571428572, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.0, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 1.5714285714285714, 3.7142857142857144 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline. The reviews for \"Books\" are clustered heavily in the earlier weeks, particularly within the first 18 weeks, while \"Kindle Store\" reviews appear less frequently and tend to occur later in the sequence. The first \"Kindle Store\" review appears around the 4-week mark, with subsequent reviews interspersed among the more frequent \"Books\" reviews, indicating a secondary interest that emerges after an initial period of focusing on books. Overall, the trend shows a strong initial engagement with books, with intermittent reviews for the Kindle Store appearing as time progresses." }, { "dim_process": 18, "seq_idx": 235, "seq_len": 56, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.5714285714285716, 2.857142857142857, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.0, 5.142857142857143, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.714285714285714, 6.857142857142857, 7.0, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.857142857142858, 9.0, 9.142857142857142, 9.857142857142858, 10.0, 10.285714285714286, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.571428571428571, 13.857142857142858, 14.142857142857142, 14.714285714285714, 15.142857142857142, 15.285714285714286, 15.571428571428571, 16.857142857142858, 17.0, 18.142857142857142, 18.571428571428573, 19.142857142857142, 21.0, 21.857142857142858, 22.714285714285715, 22.857142857142858, 23.0, 24.714285714285715, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.5714285714285714, 1.8571428571428572, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of reviewing books over time, with the majority of reviews occurring in the early weeks and continuing steadily throughout the timeline. There are clusters of reviews at various intervals, particularly noticeable in the first few weeks and again around the 18 to 25-week mark. The reviews are predominantly focused on the same category, indicating a sustained interest in books throughout the entire period. Overall, the frequency of reviews appears to maintain a steady rhythm without significant gaps or shifts in category." }, { "dim_process": 18, "seq_idx": 236, "seq_len": 141, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.857142857142857, 3.0, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.571428571428571, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.714285714285714, 7.857142857142857, 8.0, 8.0, 8.142857142857142, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.0, 10.142857142857142, 10.428571428571429, 10.714285714285714, 10.714285714285714, 10.857142857142858, 10.857142857142858, 11.0, 11.142857142857142, 11.428571428571429, 11.428571428571429, 11.571428571428571, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 15.285714285714286, 15.571428571428571, 15.571428571428571, 15.714285714285714, 15.857142857142858, 15.857142857142858, 15.857142857142858, 16.0, 16.285714285714285, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.571428571428573, 16.714285714285715, 16.714285714285715, 16.857142857142858, 17.0, 17.428571428571427, 17.857142857142858, 18.0, 18.285714285714285, 18.428571428571427, 18.571428571428573, 18.714285714285715, 19.0, 19.428571428571427, 19.857142857142858, 20.142857142857142, 20.571428571428573, 20.857142857142858, 21.0, 21.428571428571427, 23.142857142857142, 24.0, 24.285714285714285, 25.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 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0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.7142857142857142, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 0, 10, 16, 16, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 12, 10, 16, 10, 12, 12, 16, 10, 10, 10, 16, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 16, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Other", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Sports and Outdoors", "Books", "Kindle Store", "Books", "Sports and Outdoors", "Sports and Outdoors", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which appears consistently throughout the timeline, particularly in the earlier weeks. The \"Kindle Store\" reviews begin to emerge around the same time but increase in frequency as the sequence progresses, often clustering around specific weeks. Other categories, such as \"Sports and Outdoors\" and \"Clothing Shoes and Jewelry,\" appear later in the timeline, indicating a shift in review topics. Overall, the reviews are heavily concentrated in the \"Books\" category, with \"Kindle Store\" reviews becoming more prominent as time goes on." }, { "dim_process": 18, "seq_idx": 237, "seq_len": 40, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 2.0, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 4.0, 4.142857142857143, 4.571428571428571, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 6.142857142857143, 6.428571428571429, 7.0, 7.714285714285714, 7.857142857142857, 8.857142857142858, 9.571428571428571, 9.857142857142858, 10.428571428571429, 11.0, 11.571428571428571, 11.857142857142858, 12.857142857142858, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.571428571428573, 20.285714285714285, 21.714285714285715, 24.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 1.0, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 1.0, 2.4285714285714284, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 3.7142857142857144, 1.4285714285714286, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which is consistently reviewed over a significant period, particularly in the initial weeks. The reviews for \"Books\" cluster heavily in the first 12 weeks, with only a few occurrences of \"Kindle Store\" interspersed at weeks 3.14 and 20.29. After week 12, the frequency of reviews remains steady, with a few additional \"Books\" reviews extending into weeks 15 and 24, indicating a sustained interest in this category throughout the timeline." }, { "dim_process": 18, "seq_idx": 238, "seq_len": 49, "time_since_start": [ 0.0, 1.7142857142857142, 1.7142857142857142, 2.7142857142857144, 2.7142857142857144, 3.7142857142857144, 4.714285714285714, 5.714285714285714, 6.142857142857143, 6.571428571428571, 7.714285714285714, 8.857142857142858, 8.857142857142858, 9.0, 9.571428571428571, 11.714285714285714, 11.857142857142858, 12.142857142857142, 13.428571428571429, 13.428571428571429, 13.571428571428571, 13.857142857142858, 13.857142857142858, 14.857142857142858, 14.857142857142858, 15.0, 15.0, 15.142857142857142, 15.428571428571429, 15.571428571428571, 15.857142857142858, 17.0, 17.0, 17.0, 17.0, 19.285714285714285, 19.285714285714285, 19.285714285714285, 19.571428571428573, 20.0, 20.714285714285715, 20.714285714285715, 21.142857142857142, 21.571428571428573, 21.571428571428573, 21.571428571428573, 22.857142857142858, 23.571428571428573, 25.0 ], "time_since_last_event": [ 0.0, 1.7142857142857142, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 1.1428571428571428, 0.0, 0.14285714285714285, 0.5714285714285714, 2.142857142857143, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 1.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.0, 0.0, 0.0, 2.2857142857142856, 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.0, 1.2857142857142858, 0.7142857142857143, 1.4285714285714286 ], "type_event": [ 12, 12, 9, 15, 12, 11, 12, 15, 10, 17, 11, 10, 15, 10, 12, 10, 12, 8, 7, 15, 12, 12, 11, 15, 10, 15, 11, 13, 12, 12, 15, 8, 12, 10, 3, 0, 7, 12, 5, 12, 10, 7, 12, 12, 15, 4, 12, 11, 2 ], "type_text": [ "Sports and Outdoors", "Sports and Outdoors", "Office Products", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Cell Phones and Accessories", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Books", "Sports and Outdoors", "Books", "Sports and Outdoors", "Toys and Games", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Patio Lawn and Garden", "Sports and Outdoors", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Toys and Games", "Sports and Outdoors", "Books", "Arts Crafts and Sewing", "Other", "Grocery and Gourmet Food", "Sports and Outdoors", "Automotive", "Sports and Outdoors", "Books", "Grocery and Gourmet Food", "Sports and Outdoors", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Electronics", "Sports and Outdoors", "Home and Kitchen", "Pet Supplies" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with a notable emphasis on \"Sports and Outdoors\" occurring frequently throughout the timeline. Initial reviews are concentrated in the \"Sports and Outdoors\" and \"Clothing Shoes and Jewelry\" categories, with a gradual introduction of other categories like \"Books\" and \"Home and Kitchen\" as time progresses. Reviews for \"Books\" and \"Clothing Shoes and Jewelry\" appear to cluster around the middle of the timeline, while \"Sports and Outdoors\" maintains a consistent presence, especially in the later weeks. Additionally, there is a noticeable increase in variety towards the end of the sequence, with reviews spanning categories such as \"Toys and Games,\" \"Grocery and Gourmet Food,\" and \"Pet Supplies.\"" }, { "dim_process": 18, "seq_idx": 239, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.0, 4.0, 7.142857142857143, 9.0, 9.0, 9.0, 9.0, 9.0, 9.571428571428571, 9.571428571428571, 9.571428571428571, 9.571428571428571, 9.571428571428571, 9.857142857142858, 11.428571428571429, 12.0, 12.0, 12.0, 12.0, 12.0, 12.0, 12.0, 12.0, 12.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 3.2857142857142856, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 3.142857142857143, 1.8571428571428572, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 1.5714285714285714, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 1, 2, 15, 11, 6, 7, 10, 10, 15, 11, 9, 7, 16, 6, 4, 15, 7, 15, 7, 7, 15, 2, 12, 11, 15, 13, 1, 7, 11, 1, 10, 11, 0, 14, 4, 16, 0, 15, 7, 3 ], "type_text": [ "Tools and Home Improvement", "Pet Supplies", "Clothing Shoes and Jewelry", "Home and Kitchen", "Industrial and Scientific", "Grocery and Gourmet Food", "Books", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Office Products", "Grocery and Gourmet Food", "Kindle Store", "Industrial and Scientific", "Electronics", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Pet Supplies", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Tools and Home Improvement", "Grocery and Gourmet Food", "Home and Kitchen", "Tools and Home Improvement", "Books", "Home and Kitchen", "Other", "Movies and TV", "Electronics", "Kindle Store", "Other", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Arts Crafts and Sewing" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first week, including tools, pet supplies, clothing, and home goods. After an initial period of varied reviews, there is a notable clustering of reviews around the book category at approximately 3.7 weeks, followed by multiple entries in clothing, home, and grocery categories. As time progresses, there is a significant concentration of grocery and clothing reviews around the 9-week mark, with additional reviews for other categories emerging around the 12-week mark, indicating a shift towards more specific product types. Overall, the sequence shows a trend of increasing review frequency and category variety as time advances." }, { "dim_process": 18, "seq_idx": 240, "seq_len": 45, "time_since_start": [ 0.0, 0.7142857142857143, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.0, 2.5714285714285716, 3.142857142857143, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.0, 5.285714285714286, 6.0, 6.142857142857143, 6.428571428571429, 7.0, 7.285714285714286, 7.428571428571429, 7.714285714285714, 8.142857142857142, 8.857142857142858, 9.0, 9.142857142857142, 9.714285714285714, 9.857142857142858, 10.857142857142858, 11.142857142857142, 11.571428571428571, 11.714285714285714, 12.428571428571429, 13.0, 14.714285714285714, 14.857142857142858, 15.0, 15.714285714285714, 17.428571428571427, 17.571428571428573, 18.0, 18.714285714285715, 19.285714285714285, 21.428571428571427, 22.142857142857142, 22.428571428571427, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.7142857142857142, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 2.142857142857143, 0.7142857142857143, 0.2857142857142857, 2.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews is characterized by a consistent focus on the \"Books\" category, with reviews submitted at regular intervals throughout the timeline. The reviews begin at week zero and continue steadily, with a notable increase in frequency observed in the initial weeks, followed by a more spaced-out pattern in later weeks. There are clusters of reviews occurring within certain periods, particularly in the early weeks, while the frequency tapers off towards the end of the sequence, indicating a sustained interest in books over time. Overall, the trend shows a predominance of book reviews without any significant shifts to other categories." }, { "dim_process": 18, "seq_idx": 241, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142, 2.0, 3.4285714285714284, 3.857142857142857, 4.0, 4.428571428571429, 4.571428571428571, 5.0, 5.285714285714286, 5.571428571428571, 6.428571428571429, 8.285714285714286, 8.857142857142858, 9.0, 9.285714285714286, 11.0, 11.857142857142858, 12.0, 12.857142857142858, 13.142857142857142, 13.571428571428571, 13.857142857142858, 14.285714285714286, 15.0, 15.285714285714286, 15.428571428571429, 15.857142857142858, 16.571428571428573, 16.714285714285715, 17.0, 17.428571428571427, 17.714285714285715, 19.0, 20.857142857142858, 21.0, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 1.8571428571428572, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858, 1.8571428571428572, 0.14285714285714285, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted in this category throughout the timeline. The reviews begin with a rapid succession of entries within the first few weeks, followed by a few isolated reviews for \"Books\" over the subsequent weeks. Notably, there is a single review for the \"Kindle Store\" category at around six weeks, which is the only deviation from the predominant \"Books\" category. After this point, the user continues to submit reviews primarily for \"Books,\" with clusters of reviews occurring approximately every few weeks, particularly in the earlier and later parts of the timeline." }, { "dim_process": 18, "seq_idx": 242, "seq_len": 42, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.8571428571428572, 1.8571428571428572, 2.0, 2.0, 2.142857142857143, 2.7142857142857144, 3.2857142857142856, 4.142857142857143, 5.0, 5.0, 5.285714285714286, 6.571428571428571, 8.0, 9.428571428571429, 9.714285714285714, 11.857142857142858, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.0, 13.142857142857142, 13.142857142857142, 13.285714285714286, 14.285714285714286, 14.857142857142858, 15.0, 15.857142857142858, 17.0, 17.714285714285715, 18.857142857142858, 19.142857142857142, 19.428571428571427, 21.428571428571427, 23.0, 23.0, 24.0, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 0.0, 0.2857142857142857, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 0.2857142857142857, 2.142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 1.0, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 0.7142857142857143, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 2.0, 1.5714285714285714, 0.0, 1.0, 0.8571428571428571 ], "type_event": [ 16, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a mix of reviews for the Kindle Store and Books in the initial weeks, with a slight increase in the frequency of reviews for Books as time progresses. Reviews for Books dominate the early timeline, particularly between weeks 1 and 24, with several clusters of reviews occurring in this period. The Kindle Store reviews appear less frequently and tend to cluster towards the beginning and end of the timeline, indicating a pattern where Books are consistently reviewed more often than the Kindle Store throughout the sequence. Overall, the trend shows a sustained focus on Books, with Kindle Store reviews serving as occasional interludes." }, { "dim_process": 18, "seq_idx": 243, "seq_len": 84, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.4285714285714286, 2.4285714285714284, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 4.142857142857143, 4.714285714285714, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 6.0, 6.142857142857143, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.571428571428571, 8.714285714285714, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.0, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.0, 13.285714285714286, 13.428571428571429, 13.714285714285714, 13.714285714285714, 14.0, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.0, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.571428571428571, 16.0, 16.0, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.428571428571427, 17.857142857142858, 18.0, 18.0, 18.285714285714285, 18.428571428571427, 18.428571428571427, 18.571428571428573, 21.714285714285715, 21.857142857142858, 24.142857142857142, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 3.142857142857143, 0.14285714285714285, 2.2857142857142856, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 16, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 17, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Cell Phones and Accessories", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which is consistently reviewed throughout the timeline, especially in the earlier weeks. Reviews for the \"Kindle Store\" category begin to appear around the eighth week and continue to emerge intermittently alongside the \"Books\" reviews. A notable shift occurs around the 21st week, where a review for \"Cell Phones and Accessories\" is introduced, indicating a diversification in the user's review interests. Overall, the pattern shows a strong initial focus on books, with the introduction of Kindle-related reviews and a later expansion into other product categories." }, { "dim_process": 18, "seq_idx": 244, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 3.0, 4.285714285714286, 5.142857142857143, 5.142857142857143, 6.142857142857143, 7.0, 7.0, 7.428571428571429, 7.428571428571429, 8.285714285714286, 9.0, 9.0, 10.857142857142858, 10.857142857142858, 12.857142857142858, 14.0, 14.0, 14.0, 14.0, 15.0, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.142857142857142, 16.285714285714285, 17.0, 18.142857142857142, 19.285714285714285, 21.0, 24.142857142857142, 24.714285714285715, 24.857142857142858, 24.857142857142858, 24.857142857142858, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.0, 0.0, 1.8571428571428572, 1.2857142857142858, 0.8571428571428571, 0.0, 1.0, 0.8571428571428571, 0.0, 0.42857142857142855, 0.0, 0.8571428571428571, 0.7142857142857143, 0.0, 1.8571428571428572, 0.0, 2.0, 1.1428571428571428, 0.0, 0.0, 0.0, 1.0, 0.14285714285714285, 0.0, 0.0, 0.0, 1.1428571428571428, 0.7142857142857143, 1.1428571428571428, 1.1428571428571428, 1.7142857142857142, 3.142857142857143, 0.5714285714285714, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857 ], "type_event": [ 15, 5, 1, 9, 12, 12, 10, 9, 11, 11, 10, 15, 7, 10, 7, 5, 10, 15, 1, 10, 10, 12, 10, 11, 10, 7, 15, 1, 13, 8, 11, 10, 10, 10, 10, 6, 11, 11, 13, 13, 7, 1, 10 ], "type_text": [ "Clothing Shoes and Jewelry", "Automotive", "Tools and Home Improvement", "Office Products", "Sports and Outdoors", "Sports and Outdoors", "Books", "Office Products", "Home and Kitchen", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Automotive", "Books", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Books", "Books", "Sports and Outdoors", "Books", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Patio Lawn and Garden", "Toys and Games", "Home and Kitchen", "Books", "Books", "Books", "Books", "Industrial and Scientific", "Home and Kitchen", "Home and Kitchen", "Patio Lawn and Garden", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Tools and Home Improvement", "Books" ], "description": "The sequence of product reviews shows a progression over time, with a notable clustering of reviews in specific categories. Initially, reviews for Clothing, Automotive, and Tools appear early on, followed by a mix of Office Products and Sports categories. As time progresses, there is a significant increase in reviews for Books, particularly around the 7 to 18-week mark, indicating a sustained interest in this category. Home and Kitchen products also show a steady presence, especially in the later weeks, while other categories like Patio Lawn and Garden and Grocery appear more prominently towards the end of the sequence. Overall, the trend indicates a shift from a diverse range of categories early on to a concentration on Books and Home and Kitchen products in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 245, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 3.0, 3.7142857142857144, 3.857142857142857, 4.285714285714286, 4.428571428571429, 5.142857142857143, 8.571428571428571, 8.571428571428571, 8.714285714285714, 9.857142857142858, 9.857142857142858, 9.857142857142858, 11.0, 12.428571428571429, 12.428571428571429, 12.571428571428571, 13.857142857142858, 15.714285714285714, 16.0, 16.142857142857142, 16.428571428571427, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.428571428571427, 17.571428571428573, 17.714285714285715, 17.714285714285715, 18.0, 19.285714285714285, 19.714285714285715, 20.142857142857142, 20.285714285714285, 20.857142857142858, 21.428571428571427, 21.857142857142858, 22.428571428571427, 24.285714285714285, 24.428571428571427, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 2.857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 3.4285714285714284, 0.0, 0.14285714285714285, 1.1428571428571428, 0.0, 0.0, 1.1428571428571428, 1.4285714285714286, 0.0, 0.14285714285714285, 1.2857142857142858, 1.8571428571428572, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 1.2857142857142858, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 1.8571428571428572, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 14, 14, 10, 10, 10, 14, 14, 16, 0, 14, 14, 4, 0, 14, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 16, 10, 10, 16, 16, 16, 16, 16 ], "type_text": [ "Movies and TV", "Movies and TV", "Books", "Books", "Books", "Movies and TV", "Movies and TV", "Kindle Store", "Other", "Movies and TV", "Movies and TV", "Electronics", "Other", "Movies and TV", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on Movies and TV, which are reviewed shortly after the initial submission. This is followed by a transition to Books, which become the predominant category for reviews over a sustained period. Kindle Store reviews appear intermittently, often coinciding with the Books category. Other categories, such as Electronics and Other, are reviewed less frequently and tend to cluster around specific weeks. Overall, there is a clear trend of increasing engagement with Books and Kindle Store reviews as time progresses, while Movies and TV reviews are concentrated in the earlier weeks." }, { "dim_process": 18, "seq_idx": 246, "seq_len": 80, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.857142857142857, 3.2857142857142856, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.857142857142857, 7.0, 7.142857142857143, 7.857142857142857, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.857142857142858, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.428571428571429, 11.857142857142858, 12.0, 12.142857142857142, 12.428571428571429, 12.714285714285714, 13.0, 13.428571428571429, 13.571428571428571, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.571428571428571, 14.857142857142858, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.857142857142858, 16.0, 16.142857142857142, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.571428571428573, 17.857142857142858, 18.0, 18.857142857142858, 19.142857142857142, 21.0, 21.142857142857142, 21.714285714285715, 22.0, 23.857142857142858, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 1.8571428571428572, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.8571428571428572, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The first notable shift occurs around the 1.14-week mark, when a review for the \"Kindle Store\" is introduced, but this category remains infrequent compared to \"Books.\" Reviews are heavily concentrated in the earlier weeks, with a gradual decline in frequency as time progresses, although reviews for \"Books\" continue to be submitted throughout the entire timeline. The \"Kindle Store\" reviews appear sporadically, primarily clustered around the 1.14, 7.86, 13.57, and 14.86-week marks, indicating they are less frequent than the reviews for \"Books.\"" }, { "dim_process": 18, "seq_idx": 247, "seq_len": 67, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 1.8571428571428572, 2.0, 2.0, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.7142857142857144, 4.0, 4.142857142857143, 4.571428571428571, 4.714285714285714, 5.0, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.0, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.857142857142858, 9.0, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.857142857142858, 11.142857142857142, 11.428571428571429, 11.714285714285714, 12.0, 12.571428571428571, 12.714285714285714, 13.428571428571429, 13.714285714285714, 14.0, 15.285714285714286, 15.285714285714286, 15.857142857142858, 16.0, 16.142857142857142, 16.714285714285715, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.0, 18.285714285714285, 18.571428571428573, 19.714285714285715, 20.0, 20.142857142857142, 20.285714285714285, 21.571428571428573, 22.857142857142858, 23.0, 23.857142857142858, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 1.2857142857142858, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews being consistently submitted over a significant period. Initial reviews cluster heavily within the first few weeks, primarily in the \"Books\" category, with a few instances of \"Kindle Store\" reviews appearing later. After the first 15 weeks, there is a slight increase in the frequency of reviews for both \"Books\" and \"Kindle Store,\" but the majority of reviews remain concentrated in the \"Books\" category throughout the entire timeline. The reviews exhibit a steady pattern, with no significant gaps or drops in activity, indicating a consistent engagement with the product category over time." }, { "dim_process": 18, "seq_idx": 248, "seq_len": 49, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.0, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.4285714285714284, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 5.142857142857143, 5.428571428571429, 5.571428571428571, 6.142857142857143, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.571428571428571, 9.142857142857142, 9.571428571428571, 10.0, 10.142857142857142, 10.142857142857142, 10.285714285714286, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.428571428571429, 12.142857142857142, 12.714285714285714, 13.428571428571429, 14.714285714285714, 17.142857142857142, 19.142857142857142, 21.0, 21.857142857142858, 22.857142857142858, 23.571428571428573, 24.428571428571427, 24.571428571428573, 24.714285714285715, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 2.4285714285714284, 2.0, 1.8571428571428572, 0.8571428571428571, 1.0, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714 ], "type_event": [ 16, 10, 10, 16, 11, 16, 16, 16, 7, 16, 10, 16, 16, 16, 11, 16, 16, 16, 16, 10, 16, 16, 16, 10, 11, 11, 16, 15, 16, 16, 16, 16, 16, 10, 16, 16, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Home and Kitchen", "Kindle Store", "Kindle Store", "Kindle Store", "Grocery and Gourmet Food", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Home and Kitchen", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Home and Kitchen", "Home and Kitchen", "Kindle Store", "Clothing Shoes and Jewelry", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on the Kindle Store, which dominates the timeline with frequent entries throughout the entire period. Books also appear regularly, particularly in the early weeks and at various intervals later on. Home and Kitchen reviews are clustered around weeks 5 to 11, while Clothing Shoes and Jewelry is noted only once at week 10. Overall, there is a noticeable trend of increased Kindle Store reviews, especially in the latter part of the timeline, indicating a sustained interest in that category." }, { "dim_process": 18, "seq_idx": 249, "seq_len": 54, "time_since_start": [ 0.0, 0.8571428571428571, 1.1428571428571428, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 2.7142857142857144, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 3.857142857142857, 4.285714285714286, 4.857142857142857, 4.857142857142857, 5.0, 5.142857142857143, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 9.0, 9.285714285714286, 10.0, 12.857142857142858, 13.142857142857142, 14.428571428571429, 14.857142857142858, 15.0, 15.142857142857142, 15.428571428571429, 16.142857142857142, 16.428571428571427, 16.714285714285715, 16.857142857142858, 16.857142857142858, 17.0, 17.0, 17.142857142857142, 18.142857142857142, 18.714285714285715, 19.428571428571427, 19.857142857142858, 21.857142857142858, 22.714285714285715, 22.857142857142858, 23.0, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.8571428571428571, 1.0, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 2.857142857142857, 0.2857142857142857, 1.2857142857142858, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 1.0, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 2.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 2.4285714285714284 ], "type_event": [ 7, 10, 7, 11, 7, 7, 10, 10, 11, 10, 7, 10, 15, 16, 10, 10, 10, 16, 16, 16, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 12, 10, 10, 10, 16, 10, 16, 10, 16, 16, 16, 10, 16, 10, 16, 16, 16, 16 ], "type_text": [ "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Books", "Books", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Books", "Clothing Shoes and Jewelry", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a clear initial focus on Grocery and Gourmet Food and Books, with the first few reviews occurring within the first two weeks. As time progresses, there is a notable shift towards a predominance of Book reviews, which cluster heavily between weeks 4 and 19, indicating a sustained interest in this category. Kindle Store reviews begin to appear around week 4 and increase in frequency, particularly after week 6, suggesting a growing engagement with digital content. Overall, the trend indicates a gradual transition from a diverse range of categories to a strong concentration on Books and Kindle Store products as time advances." }, { "dim_process": 18, "seq_idx": 250, "seq_len": 40, "time_since_start": [ 0.0, 1.0, 3.5714285714285716, 4.0, 4.142857142857143, 4.142857142857143, 4.428571428571429, 5.857142857142857, 5.857142857142857, 6.285714285714286, 7.142857142857143, 7.142857142857143, 7.714285714285714, 7.714285714285714, 7.714285714285714, 8.0, 8.857142857142858, 8.857142857142858, 9.142857142857142, 9.714285714285714, 10.571428571428571, 10.857142857142858, 12.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.285714285714286, 16.0, 16.0, 17.0, 17.285714285714285, 17.571428571428573, 18.857142857142858, 19.428571428571427, 20.0, 20.142857142857142, 21.0, 21.285714285714285, 22.142857142857142, 24.142857142857142 ], "time_since_last_event": [ 0.0, 1.0, 2.5714285714285716, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 1.4285714285714286, 0.0, 0.42857142857142855, 0.8571428571428571, 0.0, 0.5714285714285714, 0.0, 0.0, 0.2857142857142857, 0.8571428571428571, 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 1.1428571428571428, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.7142857142857142, 0.0, 1.0, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 2.0 ], "type_event": [ 10, 10, 1, 10, 1, 2, 13, 1, 4, 5, 11, 6, 11, 1, 2, 6, 10, 11, 11, 0, 10, 7, 11, 10, 1, 2, 7, 11, 1, 10, 7, 11, 13, 1, 13, 11, 11, 10, 2, 2 ], "type_text": [ "Books", "Books", "Tools and Home Improvement", "Books", "Tools and Home Improvement", "Pet Supplies", "Patio Lawn and Garden", "Tools and Home Improvement", "Electronics", "Automotive", "Home and Kitchen", "Industrial and Scientific", "Home and Kitchen", "Tools and Home Improvement", "Pet Supplies", "Industrial and Scientific", "Books", "Home and Kitchen", "Home and Kitchen", "Other", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Tools and Home Improvement", "Pet Supplies", "Grocery and Gourmet Food", "Home and Kitchen", "Tools and Home Improvement", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement", "Patio Lawn and Garden", "Home and Kitchen", "Home and Kitchen", "Books", "Pet Supplies", "Pet Supplies" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, particularly in the earlier weeks, with multiple reviews clustered around this category. Following the initial weeks, there is a noticeable increase in reviews for \"Tools and Home Improvement\" and \"Home and Kitchen,\" which appear frequently in the middle of the timeline. Additionally, the \"Pet Supplies\" and \"Grocery and Gourmet Food\" categories emerge later in the sequence, indicating a diversification of review topics as time progresses. Overall, the user transitions from a strong emphasis on books to a broader range of categories over the course of the timeline." }, { "dim_process": 18, "seq_idx": 251, "seq_len": 95, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.0, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 2.0, 2.2857142857142856, 2.5714285714285716, 3.0, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.857142857142857, 4.857142857142857, 5.0, 5.285714285714286, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.0, 7.571428571428571, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 9.714285714285714, 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10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Most reviews occur in clusters, particularly concentrated in the early weeks and continuing steadily throughout the timeline. The \"Kindle Store\" reviews appear less frequently, with several instances clustered around the 3-week, 5-week, 7-week, and 13-week marks, indicating occasional engagement with this category amidst the dominant trend of book reviews. Overall, the user maintains a strong and sustained interest in books, with Kindle Store reviews interspersed at various intervals." }, { "dim_process": 18, "seq_idx": 252, "seq_len": 53, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.7142857142857144, 3.142857142857143, 3.7142857142857144, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.285714285714286, 4.428571428571429, 6.0, 7.714285714285714, 8.142857142857142, 11.285714285714286, 12.571428571428571, 13.571428571428571, 15.0, 16.142857142857142, 16.571428571428573, 16.714285714285715, 17.857142857142858, 17.857142857142858, 18.0, 18.285714285714285, 18.428571428571427, 19.0, 19.857142857142858, 19.857142857142858, 19.857142857142858, 19.857142857142858, 19.857142857142858, 20.428571428571427, 20.428571428571427, 20.428571428571427, 24.142857142857142, 24.285714285714285, 24.285714285714285, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 1.7142857142857142, 0.42857142857142855, 3.142857142857143, 1.2857142857142858, 1.0, 1.4285714285714286, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 3.7142857142857144, 0.14285714285714285, 0.0, 1.1428571428571428 ], "type_event": [ 10, 10, 16, 10, 15, 10, 8, 9, 10, 16, 10, 16, 10, 9, 16, 17, 11, 17, 1, 10, 0, 8, 0, 10, 10, 10, 10, 10, 15, 10, 10, 2, 16, 10, 4, 5, 10, 10, 10, 10, 10, 2, 0, 11, 13, 4, 11, 4, 7, 10, 7, 10, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Office Products", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Office Products", "Kindle Store", "Cell Phones and Accessories", "Home and Kitchen", "Cell Phones and Accessories", "Tools and Home Improvement", "Books", "Other", "Toys and Games", "Other", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Pet Supplies", "Kindle Store", "Books", "Electronics", "Automotive", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Other", "Home and Kitchen", "Patio Lawn and Garden", "Electronics", "Home and Kitchen", "Electronics", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple entries occurring throughout the timeline, particularly clustered in the early weeks and again towards the end. The initial reviews include a mix of \"Books\" and \"Kindle Store,\" followed by a gradual introduction of other categories such as \"Clothing Shoes and Jewelry,\" \"Toys and Games,\" and \"Office Products.\" As time progresses, there is a noticeable increase in reviews for \"Pet Supplies,\" \"Home and Kitchen,\" and \"Electronics,\" particularly in the later weeks. Overall, the reviews demonstrate a consistent engagement with \"Books,\" while other categories appear more sporadically and often in clusters during specific periods." }, { "dim_process": 18, "seq_idx": 253, "seq_len": 66, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 2.0, 2.142857142857143, 3.4285714285714284, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.0, 5.0, 5.285714285714286, 5.428571428571429, 6.428571428571429, 6.714285714285714, 7.285714285714286, 7.857142857142857, 8.0, 8.0, 8.142857142857142, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.428571428571429, 10.0, 10.142857142857142, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.0, 11.0, 11.142857142857142, 11.285714285714286, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.857142857142858, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.857142857142858, 16.714285714285715, 17.0, 17.0, 17.285714285714285, 17.571428571428573, 17.857142857142858, 18.285714285714285, 19.0, 19.0, 19.142857142857142, 19.857142857142858, 20.0, 20.714285714285715, 21.0 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 1.2857142857142858, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 16, 16, 10, 16, 16, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 16, 16, 10, 16, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category in the earlier weeks, with multiple reviews clustered closely together. As time progresses, reviews for the \"Kindle Store\" category begin to emerge more frequently, particularly around the 3 to 14-week mark, indicating a gradual increase in this category's reviews. By the later weeks, reviews for both categories continue to appear, but the \"Kindle Store\" reviews become more prominent, suggesting a shift in the user's review activity. Overall, the sequence reflects a transition from primarily reviewing books to a more balanced engagement with both books and the Kindle Store over time." }, { "dim_process": 18, "seq_idx": 254, "seq_len": 59, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.4285714285714286, 1.8571428571428572, 2.0, 2.7142857142857144, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.714285714285714, 5.857142857142857, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.0, 9.571428571428571, 9.714285714285714, 10.0, 10.142857142857142, 10.142857142857142, 10.857142857142858, 11.0, 11.142857142857142, 11.857142857142858, 12.0, 12.142857142857142, 13.142857142857142, 13.428571428571429, 13.571428571428571, 14.142857142857142, 14.285714285714286, 14.714285714285714, 15.0, 15.285714285714286, 15.857142857142858, 16.142857142857142, 16.714285714285715, 17.142857142857142, 17.714285714285715, 18.0, 18.571428571428573, 18.857142857142858, 21.142857142857142, 22.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 2.2857142857142856, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted over a span of several weeks. The reviews begin predominantly in the first week and continue to be submitted regularly, with a noticeable cluster of activity occurring between the 0 to 18-week mark. There are a few instances of reviews in the \"Kindle Store\" category, which appear intermittently around the 9 and 13-week marks, but the primary trend is a sustained engagement with the \"Books\" category throughout the entire sequence. Overall, there is a clear pattern of frequent reviews concentrated in the earlier weeks, with a gradual tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 255, "seq_len": 118, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.0, 4.428571428571429, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.0, 6.428571428571429, 6.428571428571429, 6.571428571428571, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.0, 8.0, 8.142857142857142, 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10, 10, 16, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which appears consistently throughout the timeline, particularly in the early weeks. The reviews for the \"Kindle Store\" category begin to emerge at around the two-week mark and continue to appear intermittently alongside the \"Books\" reviews. There are clusters of \"Kindle Store\" reviews that tend to occur every few weeks, often coinciding with periods of increased \"Books\" reviews. Overall, the trend shows a strong preference for reviewing \"Books\" throughout the entire sequence, with \"Kindle Store\" reviews appearing less frequently but still present at regular intervals." }, { "dim_process": 18, "seq_idx": 256, "seq_len": 53, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.2857142857142858, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 3.4285714285714284, 3.7142857142857144, 4.714285714285714, 5.0, 5.571428571428571, 6.0, 6.857142857142857, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.571428571428571, 8.857142857142858, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.0, 11.285714285714286, 12.571428571428571, 12.714285714285714, 13.0, 13.142857142857142, 13.571428571428571, 14.0, 14.428571428571429, 14.571428571428571, 15.0, 15.285714285714286, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.0, 17.142857142857142, 17.428571428571427, 17.714285714285715, 18.285714285714285, 18.571428571428573, 18.714285714285715, 19.571428571428573, 22.571428571428573, 24.428571428571427, 25.428571428571427, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 1.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 3.0, 1.8571428571428572, 1.0, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a concentrated focus on the \"Books\" category, with multiple entries occurring in the first few weeks. The user then transitions to reviews in the \"Kindle Store\" category, which appear intermittently throughout the timeline. After a period dominated by \"Books,\" there are clusters of \"Kindle Store\" reviews, particularly noted around the 19-week mark and again at the 24-week mark. Overall, the reviews for \"Books\" consistently outnumber those for the \"Kindle Store,\" with the majority of \"Books\" reviews occurring in the earlier weeks of the sequence." }, { "dim_process": 18, "seq_idx": 257, "seq_len": 41, "time_since_start": [ 0.0, 0.7142857142857143, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.571428571428571, 4.857142857142857, 5.285714285714286, 5.857142857142857, 6.714285714285714, 6.857142857142857, 7.285714285714286, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.428571428571429, 9.428571428571429, 10.0, 10.142857142857142, 10.571428571428571, 11.285714285714286, 11.571428571428571, 12.0, 14.428571428571429, 15.714285714285714, 16.714285714285715, 18.142857142857142, 18.428571428571427, 20.714285714285715, 21.714285714285715, 22.285714285714285, 23.714285714285715, 24.285714285714285, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 2.4285714285714284, 1.2857142857142858, 1.0, 1.4285714285714286, 0.2857142857142857, 2.2857142857142856, 1.0, 0.5714285714285714, 1.4285714285714286, 0.5714285714285714, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16, 16, 10, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, there is a gradual introduction of reviews in the \"Kindle Store\" category, which starts appearing around the 1.5-week mark and increases in frequency. The reviews for \"Books\" continue to dominate the early and middle parts of the timeline, while \"Kindle Store\" reviews become more prevalent and clustered in the latter half of the sequence, indicating a shift in the user's reviewing pattern over time. Overall, the trend shows a consistent preference for \"Books\" at the beginning, with a notable increase in \"Kindle Store\" reviews as the timeline progresses." }, { "dim_process": 18, "seq_idx": 258, "seq_len": 50, "time_since_start": [ 0.0, 0.42857142857142855, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.0, 2.857142857142857, 3.0, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.285714285714286, 4.571428571428571, 5.142857142857143, 5.285714285714286, 5.285714285714286, 5.285714285714286, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.857142857142858, 10.571428571428571, 11.0, 11.142857142857142, 11.571428571428571, 12.714285714285714, 13.285714285714286, 15.142857142857142, 15.285714285714286, 15.428571428571429, 16.142857142857142, 16.857142857142858, 17.142857142857142, 17.571428571428573, 18.142857142857142, 18.857142857142858, 19.285714285714285, 21.0, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.5714285714285714, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 1.7142857142857142, 3.7142857142857144 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 8, 11, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 1, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Toys and Games", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline, especially in the earlier weeks. The user begins reviewing books immediately and continues to do so frequently, with several clusters of reviews occurring between weeks 1 and 10. Other categories such as \"Kindle Store,\" \"Other,\" \"Toys and Games,\" \"Home and Kitchen,\" and \"Tools and Home Improvement\" are reviewed less frequently and appear later in the sequence, indicating a strong initial preference for books. Overall, the trend reveals a sustained interest in books over time, with occasional diversions into other categories." }, { "dim_process": 18, "seq_idx": 259, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.2857142857142858, 1.4285714285714286, 2.4285714285714284, 2.5714285714285716, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.285714285714286, 6.857142857142857, 6.857142857142857, 7.0, 7.142857142857143, 8.285714285714286, 8.857142857142858, 10.0, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.0, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 16.428571428571427, 17.571428571428573, 19.142857142857142, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 3.5714285714285716, 1.1428571428571428, 1.5714285714285714, 3.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a majority of reviews submitted early on, particularly within the first 12 weeks. Reviews for the \"Kindle Store\" category begin to appear around the 3-week mark and continue to be submitted intermittently throughout the sequence, with noticeable clusters around the 3, 6, 8, and 19-week marks. The frequency of \"Books\" reviews remains high throughout the entire timeline, with a gradual decline in the frequency of submissions as time progresses, while \"Kindle Store\" reviews appear less frequently but consistently after their initial introduction." }, { "dim_process": 18, "seq_idx": 260, "seq_len": 49, "time_since_start": [ 0.0, 0.0, 0.8571428571428571, 1.2857142857142858, 2.4285714285714284, 4.285714285714286, 5.0, 6.571428571428571, 6.857142857142857, 7.285714285714286, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.428571428571429, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.714285714285714, 11.0, 11.571428571428571, 12.0, 12.714285714285714, 12.714285714285714, 12.714285714285714, 14.571428571428571, 14.571428571428571, 15.142857142857142, 15.714285714285714, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.714285714285715, 18.0, 18.285714285714285, 19.571428571428573, 19.571428571428573, 19.571428571428573, 19.571428571428573, 19.571428571428573, 19.571428571428573, 20.571428571428573, 20.857142857142858, 21.571428571428573, 21.714285714285715, 21.714285714285715, 22.285714285714285, 22.571428571428573, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.8571428571428571, 0.42857142857142855, 1.1428571428571428, 1.8571428571428572, 0.7142857142857143, 1.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.0, 0.0, 1.8571428571428572, 0.0, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.0, 0.0, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 1.2857142857142858, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 2.5714285714285716 ], "type_event": [ 6, 12, 1, 12, 6, 1, 6, 6, 6, 1, 12, 5, 5, 6, 12, 9, 1, 6, 12, 12, 5, 1, 1, 11, 2, 1, 12, 1, 1, 6, 1, 9, 1, 1, 1, 12, 11, 15, 5, 1, 6, 5, 5, 1, 5, 1, 5, 5, 5 ], "type_text": [ "Industrial and Scientific", "Sports and Outdoors", "Tools and Home Improvement", "Sports and Outdoors", "Industrial and Scientific", "Tools and Home Improvement", "Industrial and Scientific", "Industrial and Scientific", "Industrial and Scientific", "Tools and Home Improvement", "Sports and Outdoors", "Automotive", "Automotive", "Industrial and Scientific", "Sports and Outdoors", "Office Products", "Tools and Home Improvement", "Industrial and Scientific", "Sports and Outdoors", "Sports and Outdoors", "Automotive", "Tools and Home Improvement", "Tools and Home Improvement", "Home and Kitchen", "Pet Supplies", "Tools and Home Improvement", "Sports and Outdoors", "Tools and Home Improvement", "Tools and Home Improvement", "Industrial and Scientific", "Tools and Home Improvement", "Office Products", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Automotive", "Tools and Home Improvement", "Industrial and Scientific", "Automotive", "Automotive", "Tools and Home Improvement", "Automotive", "Tools and Home Improvement", "Automotive", "Automotive", "Automotive" ], "description": "The sequence of product reviews begins with submissions in the Industrial and Scientific and Sports and Outdoors categories, occurring early in the timeline. As time progresses, there is a noticeable increase in reviews related to Tools and Home Improvement, which cluster around the middle to late periods of the sequence. Automotive reviews also emerge prominently in the later stages, particularly after the 7-week mark, indicating a trend towards this category as time advances. Overall, there is a gradual shift in focus from a mix of categories initially to a heavier concentration on Tools and Home Improvement and Automotive as the sequence unfolds." }, { "dim_process": 18, "seq_idx": 261, "seq_len": 50, "time_since_start": [ 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 4.571428571428571, 4.571428571428571, 7.571428571428571, 7.571428571428571, 7.571428571428571, 7.571428571428571, 7.571428571428571, 7.571428571428571, 7.571428571428571, 7.571428571428571, 7.857142857142857, 7.857142857142857, 7.857142857142857, 8.857142857142858, 9.857142857142858, 12.714285714285714, 12.714285714285714, 12.714285714285714, 12.714285714285714, 13.0, 13.142857142857142, 14.571428571428571, 14.571428571428571, 14.571428571428571, 15.714285714285714, 16.571428571428573, 17.714285714285715, 19.714285714285715, 19.714285714285715, 20.857142857142858, 22.714285714285715, 22.714285714285715, 22.714285714285715, 22.714285714285715, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.5714285714285716, 0.0, 0.0, 1.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 1.0, 1.0, 2.857142857142857, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.0, 0.0, 1.1428571428571428, 0.8571428571428571, 1.1428571428571428, 2.0, 0.0, 1.1428571428571428, 1.8571428571428572, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 15, 4, 9, 0, 8, 15, 10, 7, 11, 13, 1, 6, 11, 2, 1, 10, 15, 11, 13, 9, 17, 6, 1, 3, 2, 11, 10, 2, 1, 11, 10, 13, 11, 9, 1, 11, 2, 4, 1, 1, 11, 13, 1, 4, 6, 12, 13, 1, 0, 9 ], "type_text": [ "Clothing Shoes and Jewelry", "Electronics", "Office Products", "Other", "Toys and Games", "Clothing Shoes and Jewelry", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement", "Industrial and Scientific", "Home and Kitchen", "Pet Supplies", "Tools and Home Improvement", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Patio Lawn and Garden", "Office Products", "Cell Phones and Accessories", "Industrial and Scientific", "Tools and Home Improvement", "Arts Crafts and Sewing", "Pet Supplies", "Home and Kitchen", "Books", "Pet Supplies", "Tools and Home Improvement", "Home and Kitchen", "Books", "Patio Lawn and Garden", "Home and Kitchen", "Office Products", "Tools and Home Improvement", "Home and Kitchen", "Pet Supplies", "Electronics", "Tools and Home Improvement", "Tools and Home Improvement", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement", "Electronics", "Industrial and Scientific", "Sports and Outdoors", "Patio Lawn and Garden", "Tools and Home Improvement", "Other", "Office Products" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the first week, including Clothing, Electronics, and Office Products. Over the next few weeks, the reviews continue to cluster around various categories, particularly Home and Kitchen, which sees multiple entries by the seventh week. As time progresses, there is a noticeable trend of recurring reviews in the Tools and Home Improvement category, which appears frequently in later weeks. Additionally, reviews for categories like Pet Supplies and Patio Lawn and Garden emerge consistently in the middle and later parts of the timeline, indicating a sustained interest in these areas." }, { "dim_process": 18, "seq_idx": 262, "seq_len": 52, "time_since_start": [ 0.0, 0.0, 0.0, 4.857142857142857, 4.857142857142857, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 10.857142857142858, 10.857142857142858, 10.857142857142858, 10.857142857142858, 10.857142857142858, 10.857142857142858, 10.857142857142858, 11.428571428571429, 11.428571428571429, 11.428571428571429, 11.571428571428571, 11.571428571428571, 13.714285714285714, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.571428571428571, 15.571428571428571, 15.571428571428571, 15.571428571428571, 15.571428571428571, 15.571428571428571, 15.571428571428571, 20.571428571428573, 20.714285714285715, 23.571428571428573, 23.571428571428573, 23.571428571428573, 23.571428571428573, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 4.857142857142857, 0.0, 4.428571428571429, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.0, 2.142857142857143, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0, 0.14285714285714285, 2.857142857142857, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 5, 8, 1, 1, 11, 12, 0, 11, 4, 10, 9, 15, 7, 13, 1, 13, 12, 15, 17, 5, 1, 4, 4, 6, 13, 1, 7, 5, 4, 1, 13, 11, 15, 5, 13, 1, 11, 15, 11, 1, 3, 9, 7, 6, 0, 15, 1, 5, 1, 4, 13, 7 ], "type_text": [ "Automotive", "Toys and Games", "Tools and Home Improvement", "Tools and Home Improvement", "Home and Kitchen", "Sports and Outdoors", "Other", "Home and Kitchen", "Electronics", "Books", "Office Products", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Tools and Home Improvement", "Patio Lawn and Garden", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Automotive", "Tools and Home Improvement", "Electronics", "Electronics", "Industrial and Scientific", "Patio Lawn and Garden", "Tools and Home Improvement", "Grocery and Gourmet Food", "Automotive", "Electronics", "Tools and Home Improvement", "Patio Lawn and Garden", "Home and Kitchen", "Clothing Shoes and Jewelry", "Automotive", "Patio Lawn and Garden", "Tools and Home Improvement", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Arts Crafts and Sewing", "Office Products", "Grocery and Gourmet Food", "Industrial and Scientific", "Other", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Automotive", "Tools and Home Improvement", "Electronics", "Patio Lawn and Garden", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the first week, particularly in Automotive, Toys and Games, and Tools and Home Improvement. As time progresses, there is a notable clustering of reviews around the 9 to 11-week mark, with multiple categories being reviewed simultaneously, especially in Electronics and Home and Kitchen. Following this period, reviews continue to appear frequently, with a significant number of submissions in the 14 to 15-week range, again covering various categories. Toward the later weeks, particularly around the 20 to 23-week mark, there is a resurgence in Automotive and Tools and Home Improvement reviews, indicating a pattern of revisiting certain categories over time." }, { "dim_process": 18, "seq_idx": 263, "seq_len": 53, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 2.142857142857143, 3.142857142857143, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.285714285714286, 5.285714285714286, 6.0, 6.285714285714286, 7.142857142857143, 7.571428571428571, 7.714285714285714, 7.714285714285714, 7.714285714285714, 8.428571428571429, 9.428571428571429, 9.571428571428571, 9.857142857142858, 9.857142857142858, 10.142857142857142, 10.571428571428571, 10.714285714285714, 11.0, 12.0, 12.714285714285714, 13.0, 13.857142857142858, 14.142857142857142, 14.142857142857142, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.857142857142858, 16.142857142857142, 17.142857142857142, 17.285714285714285, 18.142857142857142, 18.571428571428573, 19.285714285714285, 19.571428571428573, 19.714285714285715, 20.0, 20.571428571428573, 21.285714285714285, 24.857142857142858, 25.142857142857142, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 1.2857142857142858, 1.0, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 0.7142857142857143, 1.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.0, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 1.0, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 3.5714285714285716, 0.2857142857142857, 0.0 ], "type_event": [ 9, 7, 10, 0, 11, 1, 10, 6, 2, 11, 0, 11, 7, 0, 11, 10, 7, 1, 7, 10, 10, 7, 11, 7, 2, 2, 10, 7, 10, 10, 0, 0, 11, 0, 11, 11, 11, 0, 10, 11, 11, 3, 11, 11, 1, 0, 11, 3, 11, 11, 11, 0, 0 ], "type_text": [ "Office Products", "Grocery and Gourmet Food", "Books", "Other", "Home and Kitchen", "Tools and Home Improvement", "Books", "Industrial and Scientific", "Pet Supplies", "Home and Kitchen", "Other", "Home and Kitchen", "Grocery and Gourmet Food", "Other", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Tools and Home Improvement", "Grocery and Gourmet Food", "Books", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Pet Supplies", "Pet Supplies", "Books", "Grocery and Gourmet Food", "Books", "Books", "Other", "Other", "Home and Kitchen", "Other", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Other", "Books", "Home and Kitchen", "Home and Kitchen", "Arts Crafts and Sewing", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Other", "Home and Kitchen", "Arts Crafts and Sewing", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Other", "Other" ], "description": "The sequence of product reviews shows a varied engagement across multiple categories over time. Initially, reviews for Office Products and Grocery and Gourmet Food appear early in the timeline, followed by a mix of Books and Other categories. As time progresses, there is a noticeable increase in reviews for Home and Kitchen, which clusters particularly in the later weeks, alongside a consistent presence of Grocery and Gourmet Food and Books. Additionally, Tools and Home Improvement, as well as Arts Crafts and Sewing, are reviewed less frequently and appear later in the sequence. Overall, there is a trend of increasing focus on Home and Kitchen products as the timeline advances." }, { "dim_process": 18, "seq_idx": 264, "seq_len": 43, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.4285714285714284, 3.0, 3.7142857142857144, 4.0, 4.285714285714286, 4.714285714285714, 5.142857142857143, 5.285714285714286, 6.0, 6.142857142857143, 7.0, 7.857142857142857, 8.142857142857142, 8.571428571428571, 8.857142857142858, 10.0, 10.142857142857142, 10.714285714285714, 10.857142857142858, 11.0, 11.714285714285714, 11.857142857142858, 12.857142857142858, 13.0, 14.0, 14.428571428571429, 15.0, 15.857142857142858, 15.857142857142858, 16.428571428571427, 16.857142857142858, 18.285714285714285, 20.0, 20.285714285714285, 21.285714285714285, 23.0, 25.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.0, 0.14285714285714285, 1.0, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.0, 0.5714285714285714, 0.42857142857142855, 1.4285714285714286, 1.7142857142857142, 0.2857142857142857, 1.0, 1.7142857142857142, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted in the initial weeks. Reviews for the \"Kindle Store\" category appear less frequently and are generally clustered around specific intervals, notably at the 2.43, 3.0, 8.14, 11.71, 14.0, 15.86, 16.43, and 25.0 week marks. Over time, the frequency of \"Books\" reviews remains relatively consistent, while \"Kindle Store\" reviews are interspersed, indicating a pattern where the majority of reviews are for \"Books\" with occasional shifts to \"Kindle Store\" at various points throughout the timeline." }, { "dim_process": 18, "seq_idx": 265, "seq_len": 40, "time_since_start": [ 0.0, 1.5714285714285714, 3.5714285714285716, 5.428571428571429, 5.857142857142857, 6.0, 6.428571428571429, 6.857142857142857, 7.428571428571429, 8.285714285714286, 8.571428571428571, 9.428571428571429, 9.714285714285714, 10.285714285714286, 10.285714285714286, 12.285714285714286, 12.285714285714286, 12.714285714285714, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.428571428571429, 14.571428571428571, 15.0, 15.142857142857142, 15.571428571428571, 16.142857142857142, 16.571428571428573, 16.857142857142858, 16.857142857142858, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.285714285714285, 20.571428571428573, 21.142857142857142, 25.0 ], "time_since_last_event": [ 0.0, 1.5714285714285714, 2.0, 1.8571428571428572, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.0, 2.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 2.2857142857142856, 0.5714285714285714, 3.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2, 10, 10, 16, 10, 16, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which is consistently reviewed throughout the timeline, particularly in the earlier weeks. The reviews for the \"Kindle Store\" category appear intermittently, mainly clustered around weeks 8, 10, 12, 17, and 18, suggesting a slight increase in interest in this category after several weeks of reviewing books. The \"Pet Supplies\" review is an outlier, occurring at week 16, amidst a long stretch of book reviews. Overall, the trend indicates a strong and consistent engagement with books, with occasional diversions into other categories." }, { "dim_process": 18, "seq_idx": 266, "seq_len": 67, "time_since_start": [ 0.0, 1.8571428571428572, 2.857142857142857, 2.857142857142857, 2.857142857142857, 3.142857142857143, 3.142857142857143, 3.4285714285714284, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.714285714285714, 5.0, 6.142857142857143, 6.142857142857143, 7.285714285714286, 7.285714285714286, 7.285714285714286, 7.714285714285714, 7.714285714285714, 8.0, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.571428571428571, 8.571428571428571, 9.0, 10.142857142857142, 10.142857142857142, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.142857142857142, 12.142857142857142, 13.142857142857142, 13.142857142857142, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.285714285714286, 14.285714285714286, 15.285714285714286, 15.285714285714286, 15.571428571428571, 16.571428571428573, 16.714285714285715, 16.714285714285715, 16.857142857142858, 18.0, 18.0, 18.285714285714285, 18.428571428571427, 18.428571428571427, 18.571428571428573 ], "time_since_last_event": [ 0.0, 1.8571428571428572, 1.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 1.1428571428571428, 0.0, 1.1428571428571428, 0.0, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 1.1428571428571428, 0.0, 1.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 1.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 1.0, 0.0, 0.2857142857142857, 1.0, 0.14285714285714285, 0.0, 0.14285714285714285, 1.1428571428571428, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285 ], "type_event": [ 15, 11, 11, 15, 12, 4, 11, 15, 15, 11, 7, 13, 15, 0, 12, 15, 7, 1, 15, 0, 2, 12, 11, 11, 15, 11, 11, 15, 2, 15, 7, 6, 0, 15, 0, 13, 2, 9, 4, 13, 15, 11, 9, 15, 0, 0, 15, 7, 6, 5, 15, 13, 15, 7, 12, 11, 15, 15, 4, 11, 11, 4, 2, 15, 7, 9, 15 ], "type_text": [ "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Electronics", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Other", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Other", "Pet Supplies", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Pet Supplies", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Industrial and Scientific", "Other", "Clothing Shoes and Jewelry", "Other", "Patio Lawn and Garden", "Pet Supplies", "Office Products", "Electronics", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Home and Kitchen", "Office Products", "Clothing Shoes and Jewelry", "Other", "Other", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Industrial and Scientific", "Automotive", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Electronics", "Home and Kitchen", "Home and Kitchen", "Electronics", "Pet Supplies", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Office Products", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a diverse range of categories, with a notable emphasis on Clothing, Shoes, and Jewelry, which appears consistently throughout the timeline, particularly clustering around the 4 to 18-week mark. Home and Kitchen reviews are also prevalent, appearing frequently in the earlier weeks and maintaining a steady presence. Other categories, such as Grocery and Gourmet Food, Sports and Outdoors, and Pet Supplies, emerge intermittently, often in clusters around the 4 to 15-week period. Electronics and Office Products reviews appear less frequently, primarily concentrated in the later weeks of the sequence. Overall, there is a trend of increasing variety in review categories as time progresses, with certain categories dominating specific periods." }, { "dim_process": 18, "seq_idx": 267, "seq_len": 83, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.0, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.0, 4.142857142857143, 4.285714285714286, 5.0, 5.285714285714286, 6.0, 6.142857142857143, 6.571428571428571, 6.857142857142857, 7.0, 7.285714285714286, 8.0, 8.285714285714286, 8.428571428571429, 9.0, 9.285714285714286, 9.428571428571429, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.0, 11.571428571428571, 12.0, 12.428571428571429, 12.714285714285714, 13.0, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.571428571428571, 14.714285714285714, 15.0, 15.285714285714286, 15.428571428571429, 16.0, 16.571428571428573, 17.0, 17.285714285714285, 17.428571428571427, 17.571428571428573, 18.0, 18.142857142857142, 19.0, 19.142857142857142, 19.285714285714285, 19.428571428571427, 20.0, 21.0, 21.0, 21.428571428571427, 22.0, 22.428571428571427, 23.0, 23.142857142857142, 23.285714285714285, 23.428571428571427, 24.0, 24.285714285714285, 25.0 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 0.0, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 13, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 2, 3, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a dominant focus on the \"Books\" category, which comprises the majority of entries throughout the timeline. Reviews for \"Books\" are consistently submitted in close succession, particularly concentrated in the early weeks and continuing steadily over time. Other categories, such as \"Clothing Shoes and Jewelry,\" \"Patio Lawn and Garden,\" \"Kindle Store,\" \"Pet Supplies,\" \"Arts Crafts and Sewing,\" and \"Grocery and Gourmet Food,\" appear sporadically and are clustered around specific points, primarily around the two-week mark and later in the sequence. Overall, the trend indicates a strong preference for reviewing books, with only occasional diversification into other categories." }, { "dim_process": 18, "seq_idx": 268, "seq_len": 85, "time_since_start": [ 0.0, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.8571428571428572, 3.0, 3.0, 4.142857142857143, 4.571428571428571, 4.571428571428571, 4.571428571428571, 5.0, 5.0, 5.285714285714286, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.428571428571429, 6.428571428571429, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.571428571428571, 7.571428571428571, 7.714285714285714, 7.714285714285714, 7.714285714285714, 8.0, 8.0, 9.857142857142858, 11.857142857142858, 11.857142857142858, 15.0, 15.0, 15.0, 15.0, 15.0, 16.142857142857142, 16.142857142857142, 16.142857142857142, 17.285714285714285, 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Food", "Tools and Home Improvement", "Pet Supplies", "Sports and Outdoors", "Grocery and Gourmet Food", "Pet Supplies", "Books", "Sports and Outdoors", "Sports and Outdoors", "Tools and Home Improvement", "Grocery and Gourmet Food", "Tools and Home Improvement", "Grocery and Gourmet Food", "Tools and Home Improvement", "Sports and Outdoors", "Tools and Home Improvement", "Sports and Outdoors", "Sports and Outdoors", "Home and Kitchen", "Sports and Outdoors", "Arts Crafts and Sewing", "Tools and Home Improvement", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Sports and Outdoors", "Books", "Grocery and Gourmet Food", "Tools and Home Improvement", "Sports and Outdoors", "Grocery and Gourmet Food", "Sports and Outdoors", "Tools and Home Improvement", "Tools and Home Improvement", "Sports and Outdoors", "Grocery and Gourmet Food", "Tools and Home Improvement", "Grocery and Gourmet Food", "Sports and Outdoors", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Books", "Office Products", "Tools and Home Improvement", "Toys and Games", "Sports and Outdoors", "Grocery and Gourmet Food", "Movies and TV", "Sports and Outdoors", "Books", "Grocery and Gourmet Food", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Sports and Outdoors", "Tools and Home Improvement", "Sports and Outdoors", "Sports and Outdoors", "Tools and Home Improvement", "Other", "Grocery and Gourmet Food", "Tools and Home Improvement", "Books", "Sports and Outdoors", "Grocery and Gourmet Food", "Sports and Outdoors", "Grocery and Gourmet Food", "Sports and Outdoors", "Grocery and Gourmet Food", "Kindle Store", "Clothing Shoes and Jewelry", "Pet Supplies", "Automotive", "Other", "Tools and Home Improvement", "Other", "Tools and Home Improvement", "Industrial and Scientific", "Tools and Home Improvement", "Sports and Outdoors", "Tools and Home Improvement", "Sports and Outdoors", "Grocery and Gourmet Food", "Sports and Outdoors", "Tools and Home Improvement" ], "description": "The sequence of product reviews shows a consistent engagement with various categories over time, with a notable focus on \"Tools and Home Improvement\" and \"Sports and Outdoors.\" Initial reviews are clustered around grocery items and home improvement tools within the first few weeks, followed by a gradual increase in diversity, including categories like books and home and kitchen products. As time progresses, the frequency of reviews in categories such as \"Sports and Outdoors\" remains high, with multiple entries occurring in later weeks, while \"Grocery and Gourmet Food\" also maintains a steady presence throughout the sequence. The review activity appears to peak around the 19-week mark, with a significant number of entries across multiple categories." }, { "dim_process": 18, "seq_idx": 269, "seq_len": 46, "time_since_start": [ 0.0, 0.0, 1.4285714285714286, 2.0, 2.2857142857142856, 2.2857142857142856, 2.5714285714285716, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 7.714285714285714, 7.714285714285714, 10.0, 12.285714285714286, 12.285714285714286, 12.285714285714286, 12.285714285714286, 12.285714285714286, 12.285714285714286, 13.571428571428571, 14.0, 14.285714285714286, 14.285714285714286, 14.571428571428571, 14.571428571428571, 15.0, 15.285714285714286, 16.0, 17.0, 17.0, 17.857142857142858, 17.857142857142858, 18.142857142857142, 19.571428571428573, 20.0, 20.0, 20.0, 20.571428571428573, 21.142857142857142, 21.142857142857142, 21.142857142857142, 22.142857142857142, 22.571428571428573, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 1.4285714285714286, 0.5714285714285714, 0.2857142857142857, 0.0, 0.2857142857142857, 2.2857142857142856, 0.0, 0.0, 0.0, 0.0, 2.857142857142857, 0.0, 2.2857142857142856, 2.2857142857142856, 0.0, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 1.0, 0.0, 0.8571428571428571, 0.0, 0.2857142857142857, 1.4285714285714286, 0.42857142857142855, 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.0, 0.0, 1.0, 0.42857142857142855, 1.2857142857142858 ], "type_event": [ 11, 6, 15, 1, 9, 12, 11, 1, 11, 3, 8, 4, 9, 4, 15, 5, 6, 4, 2, 9, 12, 1, 11, 12, 11, 5, 12, 12, 11, 10, 11, 12, 13, 4, 1, 13, 1, 13, 11, 4, 5, 11, 1, 13, 1, 1 ], "type_text": [ "Home and Kitchen", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Office Products", "Sports and Outdoors", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Arts Crafts and Sewing", "Toys and Games", "Electronics", "Office Products", "Electronics", "Clothing Shoes and Jewelry", "Automotive", "Industrial and Scientific", "Electronics", "Pet Supplies", "Office Products", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Automotive", "Sports and Outdoors", "Sports and Outdoors", "Home and Kitchen", "Books", "Home and Kitchen", "Sports and Outdoors", "Patio Lawn and Garden", "Electronics", "Tools and Home Improvement", "Patio Lawn and Garden", "Tools and Home Improvement", "Patio Lawn and Garden", "Home and Kitchen", "Electronics", "Automotive", "Home and Kitchen", "Tools and Home Improvement", "Patio Lawn and Garden", "Tools and Home Improvement", "Tools and Home Improvement" ], "description": "The sequence of product reviews begins with submissions in the Home and Kitchen and Industrial and Scientific categories, occurring within the first week. As time progresses, there is a notable increase in reviews across various categories, particularly between weeks two and four, where multiple categories are represented. A clustering of reviews is observed around weeks 12 to 15, with a diverse range of categories being reviewed, including Electronics and Automotive. Later in the timeline, from weeks 17 to 23, there is a consistent focus on Tools and Home Improvement, alongside recurring reviews in Home and Kitchen and Patio Lawn and Garden, indicating a sustained interest in these categories." }, { "dim_process": 18, "seq_idx": 270, "seq_len": 89, "time_since_start": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.0, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 2.0, 2.142857142857143, 2.4285714285714284, 2.4285714285714284, 2.7142857142857144, 3.0, 3.0, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.0, 6.285714285714286, 6.857142857142857, 7.0, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.571428571428571, 9.714285714285714, 10.142857142857142, 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0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 1.7142857142857142, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285 ], "type_event": [ 10, 17, 10, 10, 10, 16, 10, 10, 5, 16, 16, 10, 1, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 1, 10, 2, 10, 10, 10, 10, 1, 10, 10, 10, 10, 10, 10, 2, 12, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 16, 0, 0, 10, 10, 2, 10, 10, 7, 2, 10, 15, 7, 2, 0, 10, 2, 10, 2, 10, 0, 7, 10, 0, 10, 0, 15, 10, 0, 10, 0, 10, 0, 10, 15, 11 ], "type_text": [ "Books", "Cell Phones and Accessories", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Automotive", "Kindle Store", "Kindle Store", "Books", "Tools and Home Improvement", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Kindle Store", "Other", "Other", "Books", "Books", "Pet Supplies", "Books", "Books", "Grocery and Gourmet Food", "Pet Supplies", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Pet Supplies", "Other", "Books", "Pet Supplies", "Books", "Pet Supplies", "Books", "Other", "Grocery and Gourmet Food", "Books", "Other", "Books", "Other", "Clothing Shoes and Jewelry", "Books", "Other", "Books", "Other", "Books", "Other", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, which dominates the early and later parts of the timeline, with numerous entries clustered around specific weeks. The user also engages with \"Kindle Store\" reviews early on, followed by a mix of other categories such as \"Pet Supplies,\" \"Grocery and Gourmet Food,\" and \"Clothing Shoes and Jewelry\" appearing later in the sequence. Notably, there are several instances of \"Other\" category reviews interspersed throughout, particularly in the latter half of the timeline. Overall, the pattern indicates a consistent focus on books, with other categories introduced intermittently over time." }, { "dim_process": 18, "seq_idx": 271, "seq_len": 58, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 4.142857142857143, 4.571428571428571, 4.857142857142857, 5.428571428571429, 5.714285714285714, 6.285714285714286, 6.428571428571429, 6.571428571428571, 7.142857142857143, 7.857142857142857, 8.0, 8.142857142857142, 8.571428571428571, 9.0, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.285714285714286, 10.428571428571429, 11.0, 11.857142857142858, 12.571428571428571, 12.714285714285714, 14.0, 14.142857142857142, 14.285714285714286, 14.714285714285714, 14.857142857142858, 15.0, 15.142857142857142, 15.428571428571429, 15.571428571428571, 16.142857142857142, 16.571428571428573, 17.571428571428573, 17.857142857142858, 18.0, 18.714285714285715, 19.142857142857142, 21.0, 21.285714285714285, 21.428571428571427, 21.714285714285715, 22.285714285714285, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 1.8571428571428572, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently over a period of time, with a notable concentration in the initial weeks. Reviews for books appear frequently, with several clusters occurring in the first 12 weeks. Towards the end of the sequence, there is a small introduction of reviews for the Kindle Store, but the majority of reviews remain focused on books throughout the timeline. The pattern indicates a sustained interest in books, with a gradual introduction of Kindle Store reviews occurring later in the sequence." }, { "dim_process": 18, "seq_idx": 272, "seq_len": 114, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 1.0, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 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The \"Kindle Store\" reviews are less frequent and tend to cluster around specific points, notably appearing more prominently after the initial weeks. As time progresses, the user continues to submit reviews primarily for \"Books,\" with occasional reviews for \"Kindle Store\" interspersed, indicating a sustained focus on books over the entire review period." }, { "dim_process": 18, "seq_idx": 273, "seq_len": 59, "time_since_start": [ 0.0, 0.0, 0.0, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 2.2857142857142856, 2.5714285714285716, 3.5714285714285716, 4.571428571428571, 5.142857142857143, 5.285714285714286, 6.0, 6.571428571428571, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.857142857142857, 7.857142857142857, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.571428571428571, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.714285714285714, 11.142857142857142, 11.428571428571429, 11.571428571428571, 12.571428571428571, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.0, 14.0, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.571428571428571, 16.0, 16.428571428571427, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.571428571428573, 17.571428571428573, 18.714285714285715, 19.142857142857142, 19.571428571428573, 20.142857142857142, 20.571428571428573, 21.428571428571427, 21.571428571428573, 22.571428571428573, 23.0, 23.0, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 1.0, 1.0, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 0.0, 1.0, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 1.0, 0.42857142857142855, 0.0, 0.5714285714285714 ], "type_event": [ 9, 10, 4, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 1, 10, 10, 10, 9, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 10, 4, 10, 10, 10, 10, 13, 1, 7, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 0, 4, 10 ], "type_text": [ "Office Products", "Books", "Electronics", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Office Products", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Electronics", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Tools and Home Improvement", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books", "Other", "Electronics", "Books" ], "description": "The sequence of product reviews begins with a diverse set of categories, including Office Products, Books, and Electronics, all submitted within the first week. 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Other categories, such as Clothing Shoes and Jewelry, Tools and Home Improvement, and Grocery and Gourmet Food, are reviewed infrequently and cluster around specific weeks, indicating a preference for Books over time." }, { "dim_process": 18, "seq_idx": 274, "seq_len": 45, "time_since_start": [ 0.0, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 2.142857142857143, 3.0, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 5.142857142857143, 5.142857142857143, 5.428571428571429, 6.142857142857143, 6.714285714285714, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.285714285714286, 11.285714285714286, 11.428571428571429, 11.571428571428571, 13.428571428571429, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 16.0, 16.857142857142858, 17.0, 21.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.8571428571428571, 0.14285714285714285, 4.714285714285714 ], "type_event": [ 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs frequently throughout the timeline, especially in the early to mid-periods. The \"Kindle Store\" reviews are less frequent and tend to cluster at the beginning, with a notable increase in frequency towards the end of the sequence. Overall, the reviews for \"Books\" are consistently submitted with little variation in timing, while \"Kindle Store\" reviews appear more sporadically, primarily at the beginning and towards the end of the timeline." }, { "dim_process": 18, "seq_idx": 275, "seq_len": 99, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.0, 1.1428571428571428, 1.4285714285714286, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.142857142857143, 5.285714285714286, 5.571428571428571, 6.0, 6.142857142857143, 6.428571428571429, 6.571428571428571, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.0, 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0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 13, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently over a span of several weeks, with a noticeable concentration in the earlier part of the timeline. Reviews for books are interspersed with a few entries for other categories, such as pet supplies, office products, and patio lawn and garden, but these occur much less frequently and are clustered around the 11th and 25th weeks. The user also submits reviews for the Kindle Store at two points, indicating a slight diversification in review categories, but the primary focus remains on books throughout the entire period. Overall, the trend shows a sustained interest in books with minimal diversification into other product categories." }, { "dim_process": 18, "seq_idx": 276, "seq_len": 104, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.0, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.714285714285714, 5.0, 5.142857142857143, 5.714285714285714, 5.714285714285714, 5.857142857142857, 5.857142857142857, 6.142857142857143, 6.571428571428571, 7.0, 7.571428571428571, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.285714285714286, 9.428571428571429, 9.857142857142858, 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0.14285714285714285, 1.2857142857142858 ], "type_event": [ 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 16, 10, 16, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted throughout the timeline. The \"Kindle Store\" reviews appear less frequently and are often clustered around specific intervals, typically following groups of \"Books\" reviews. Initial reviews are more evenly distributed between the two categories, but as time progresses, there is a noticeable increase in the frequency of \"Books\" reviews, particularly in the later weeks, while \"Kindle Store\" reviews tend to occur in clusters after longer intervals of \"Books\" reviews. Overall, the trend indicates a sustained interest in \"Books\" with intermittent reviews for the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 277, "seq_len": 79, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 4.0, 4.714285714285714, 5.142857142857143, 5.714285714285714, 5.714285714285714, 5.857142857142857, 6.0, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.714285714285714, 7.857142857142857, 8.428571428571429, 8.571428571428571, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.0, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.285714285714286, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.714285714285714, 13.571428571428571, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.428571428571427, 17.714285714285715, 18.142857142857142, 18.714285714285715, 20.571428571428573, 21.0, 21.857142857142858, 22.0, 22.142857142857142, 22.285714285714285, 22.428571428571427, 23.285714285714285, 24.142857142857142, 24.142857142857142, 25.142857142857142, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.8571428571428572, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.0, 1.0, 0.42857142857142855 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 16, 10, 16, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, especially in the early weeks. Reviews for the \"Kindle Store\" category appear less frequently and tend to cluster around specific intervals, often following several consecutive \"Books\" reviews. There are notable periods where the user shifts between the two categories, but overall, \"Books\" reviews significantly outnumber those for the \"Kindle Store.\" The pattern indicates that the user primarily engages with \"Books,\" with \"Kindle Store\" reviews interspersed at various points, particularly after longer stretches of \"Books\" reviews." }, { "dim_process": 18, "seq_idx": 278, "seq_len": 73, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 5.857142857142857, 5.857142857142857, 6.0, 6.0, 6.0, 6.0, 6.0, 6.0, 6.857142857142857, 6.857142857142857, 6.857142857142857, 7.0, 7.0, 7.0, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.428571428571429, 7.428571428571429, 7.428571428571429, 7.428571428571429, 7.571428571428571, 7.571428571428571, 7.571428571428571, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.857142857142857, 15.0, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.0, 17.0, 17.0, 17.857142857142858, 17.857142857142858, 17.857142857142858, 17.857142857142858, 17.857142857142858, 17.857142857142858, 18.0, 18.0, 18.0, 18.0, 18.0, 18.142857142857142, 18.142857142857142, 18.142857142857142, 18.142857142857142, 18.285714285714285, 18.285714285714285, 18.285714285714285, 18.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 4.428571428571429, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 7.142857142857143, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0 ], "type_event": [ 0, 8, 12, 10, 4, 11, 15, 11, 12, 15, 1, 12, 8, 11, 2, 10, 8, 11, 11, 2, 12, 11, 15, 8, 1, 3, 11, 4, 12, 12, 15, 11, 0, 9, 15, 1, 11, 8, 12, 2, 12, 0, 2, 1, 2, 12, 2, 10, 12, 8, 10, 8, 2, 11, 12, 11, 1, 8, 7, 15, 1, 15, 8, 6, 12, 9, 11, 4, 8, 9, 1, 11, 12 ], "type_text": [ "Other", "Toys and Games", "Sports and Outdoors", "Books", "Electronics", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Sports and Outdoors", "Toys and Games", "Home and Kitchen", "Pet Supplies", "Books", "Toys and Games", "Home and Kitchen", "Home and Kitchen", "Pet Supplies", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Toys and Games", "Tools and Home Improvement", "Arts Crafts and Sewing", "Home and Kitchen", "Electronics", "Sports and Outdoors", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Office Products", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Toys and Games", "Sports and Outdoors", "Pet Supplies", "Sports and Outdoors", "Other", "Pet Supplies", "Tools and Home Improvement", "Pet Supplies", "Sports and Outdoors", "Pet Supplies", "Books", "Sports and Outdoors", "Toys and Games", "Books", "Toys and Games", "Pet Supplies", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Tools and Home Improvement", "Toys and Games", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Toys and Games", "Industrial and Scientific", "Sports and Outdoors", "Office Products", "Home and Kitchen", "Electronics", "Toys and Games", "Office Products", "Tools and Home Improvement", "Home and Kitchen", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the initial weeks, including Other, Toys and Games, and Sports and Outdoors. As time progresses, there is a noticeable clustering of reviews around Home and Kitchen, which appears frequently throughout the timeline. Reviews for Clothing Shoes and Jewelry, Sports and Outdoors, and Pet Supplies also emerge consistently, particularly in the later weeks. The sequence shows a trend of increasing frequency in reviews around the 6 to 18-week mark, with multiple categories being reviewed in close succession during this period. Overall, the user exhibits a pattern of reviewing a variety of categories, with certain categories recurring more prominently as time goes on." }, { "dim_process": 18, "seq_idx": 279, "seq_len": 55, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.0, 1.1428571428571428, 1.5714285714285714, 1.8571428571428572, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.857142857142857, 6.285714285714286, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.857142857142857, 9.0, 9.142857142857142, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.571428571428571, 11.0, 11.714285714285714, 12.142857142857142, 12.571428571428571, 12.714285714285714, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.0, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.571428571428571, 16.0, 17.571428571428573, 17.714285714285715, 18.142857142857142, 18.428571428571427, 19.142857142857142, 19.285714285714285, 19.428571428571427, 20.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly concentrated in the early weeks and continuing steadily over time. There is a notable cluster of reviews within the first 20 weeks, with a few reviews for the \"Kindle Store\" category appearing around the 14-week mark. Overall, the majority of reviews occur in the first half of the timeline, with a gradual tapering off as time progresses, indicating a sustained interest in books throughout the review period." }, { "dim_process": 18, "seq_idx": 280, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.4285714285714286, 2.2857142857142856, 2.7142857142857144, 3.0, 3.4285714285714284, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.571428571428571, 6.142857142857143, 6.857142857142857, 7.0, 7.285714285714286, 7.571428571428571, 8.0, 8.428571428571429, 9.142857142857142, 9.285714285714286, 10.0, 11.285714285714286, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.571428571428571, 13.142857142857142, 13.714285714285714, 14.0, 14.285714285714286, 15.142857142857142, 16.142857142857142, 17.142857142857142, 17.285714285714285, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 1.2857142857142858, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 1.0, 1.0, 0.14285714285714285, 7.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Initially, reviews are concentrated in the early weeks, with a notable peak in frequency during the first 15 weeks. The \"Kindle Store\" reviews appear sporadically, primarily clustered around the 4-week mark and again at the 11-week and 25-week marks, indicating a less frequent engagement compared to the \"Books\" reviews. Overall, the trend demonstrates a sustained interest in \"Books\" throughout the entire period, with intermittent reviews of the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 281, "seq_len": 46, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 2.2857142857142856, 3.0, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 4.285714285714286, 4.285714285714286, 5.571428571428571, 6.285714285714286, 7.0, 7.142857142857143, 7.714285714285714, 8.571428571428571, 8.571428571428571, 8.714285714285714, 11.428571428571429, 12.142857142857142, 12.285714285714286, 12.285714285714286, 13.571428571428571, 13.714285714285714, 14.428571428571429, 15.142857142857142, 15.142857142857142, 15.142857142857142, 16.428571428571427, 18.0, 18.571428571428573, 19.428571428571427, 20.428571428571427, 20.571428571428573, 20.857142857142858, 21.142857142857142, 22.428571428571427, 22.428571428571427, 24.142857142857142, 24.142857142857142, 24.714285714285715, 24.714285714285715, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.0, 1.2857142857142858, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.0, 0.14285714285714285, 2.7142857142857144, 0.7142857142857143, 0.14285714285714285, 0.0, 1.2857142857142858, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.0, 0.0, 1.2857142857142858, 1.5714285714285714, 0.5714285714285714, 0.8571428571428571, 1.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.0, 1.7142857142857142, 0.0, 0.5714285714285714, 0.0, 1.0 ], "type_event": [ 10, 10, 12, 11, 7, 6, 4, 1, 6, 11, 11, 10, 1, 13, 11, 10, 10, 10, 12, 10, 10, 13, 0, 10, 4, 12, 10, 10, 5, 12, 10, 11, 0, 11, 8, 10, 4, 12, 10, 11, 12, 11, 2, 4, 13, 2 ], "type_text": [ "Books", "Books", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Industrial and Scientific", "Electronics", "Tools and Home Improvement", "Industrial and Scientific", "Home and Kitchen", "Home and Kitchen", "Books", "Tools and Home Improvement", "Patio Lawn and Garden", "Home and Kitchen", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Patio Lawn and Garden", "Other", "Books", "Electronics", "Sports and Outdoors", "Books", "Books", "Automotive", "Sports and Outdoors", "Books", "Home and Kitchen", "Other", "Home and Kitchen", "Toys and Games", "Books", "Electronics", "Sports and Outdoors", "Books", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Pet Supplies", "Electronics", "Patio Lawn and Garden", "Pet Supplies" ], "description": "The sequence of product reviews shows a varied distribution of categories over time, with a notable emphasis on Books, which appear frequently in the earlier weeks and continue to be reviewed periodically throughout the sequence. Home and Kitchen reviews cluster in the middle to later weeks, while Sports and Outdoors reviews appear consistently but are more concentrated in the later part of the timeline. Electronics and Patio Lawn and Garden reviews also emerge in the middle weeks, with some overlap in categories like Pet Supplies appearing towards the end. Overall, there is a gradual shift from a focus on Books to a more diverse range of categories as time progresses." }, { "dim_process": 18, "seq_idx": 282, "seq_len": 42, "time_since_start": [ 0.0, 0.42857142857142855, 1.4285714285714286, 1.7142857142857142, 3.0, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 4.857142857142857, 6.142857142857143, 6.571428571428571, 6.857142857142857, 7.571428571428571, 7.857142857142857, 8.142857142857142, 9.571428571428571, 9.857142857142858, 11.0, 11.142857142857142, 11.714285714285714, 12.0, 12.571428571428571, 13.571428571428571, 13.857142857142858, 13.857142857142858, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.428571428571429, 15.714285714285714, 16.0, 16.571428571428573, 16.857142857142858, 17.285714285714285, 17.571428571428573, 17.714285714285715, 17.857142857142858, 19.857142857142858, 20.0, 20.571428571428573, 22.714285714285715, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 1.0, 0.2857142857142857, 1.2857142857142858, 0.7142857142857143, 0.14285714285714285, 0.0, 1.0, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 1.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 2.0, 0.14285714285714285, 0.5714285714285714, 2.142857142857143, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 9 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Office Products" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. After a few weeks, there is a shift to reviews in the \"Kindle Store,\" which occur intermittently alongside continued reviews for \"Books.\" As time progresses, the frequency of \"Books\" reviews remains high, with several clusters noted, particularly around the 3 to 17-week mark. Towards the end of the sequence, there is a single review for \"Office Products,\" indicating a transition away from the previously dominant categories. Overall, the trend shows a strong emphasis on \"Books,\" with \"Kindle Store\" reviews appearing as secondary and less frequent." }, { "dim_process": 18, "seq_idx": 283, "seq_len": 48, "time_since_start": [ 0.0, 0.0, 0.8571428571428571, 1.8571428571428572, 1.8571428571428572, 2.142857142857143, 2.857142857142857, 2.857142857142857, 3.0, 3.0, 3.857142857142857, 4.0, 4.0, 4.285714285714286, 4.857142857142857, 5.857142857142857, 6.0, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 7.0, 7.142857142857143, 7.857142857142857, 8.714285714285714, 8.857142857142858, 10.857142857142858, 11.0, 11.857142857142858, 12.0, 13.0, 14.0, 14.0, 14.0, 15.0, 15.857142857142858, 16.857142857142858, 17.0, 18.0, 18.857142857142858, 18.857142857142858, 20.0, 21.0, 22.0, 22.285714285714285, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.8571428571428571, 1.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 1.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 2.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.0, 1.0, 0.0, 0.0, 1.0, 0.8571428571428571, 1.0, 0.14285714285714285, 1.0, 0.8571428571428571, 0.0, 1.1428571428571428, 1.0, 1.0, 0.2857142857142857, 0.5714285714285714 ], "type_event": [ 10, 16, 16, 10, 16, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 11, 7, 9, 8, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 8, 9, 10, 10, 10, 10, 10, 15, 6, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Office Products", "Toys and Games", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Office Products", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a focus on Books and the Kindle Store, with multiple entries in these categories occurring within the first three weeks. As time progresses, there is a notable concentration of reviews for Books, which dominate the timeline, particularly between weeks 2 and 22. Around week 6, there is a diversification into other categories such as Home and Kitchen, Grocery and Gourmet Food, and Toys and Games, but these entries are less frequent. The trend indicates that after the initial weeks, the user predominantly reviews Books, with only sporadic reviews in other categories appearing later in the sequence. The final entries also return to the Kindle Store, suggesting a cyclical pattern in the user's review focus." }, { "dim_process": 18, "seq_idx": 284, "seq_len": 60, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.0, 2.0, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.0, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.428571428571429, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.0, 9.285714285714286, 9.857142857142858, 10.0, 10.285714285714286, 10.714285714285714, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.0, 13.142857142857142, 13.285714285714286, 14.0, 14.285714285714286, 14.428571428571429, 14.714285714285714, 15.142857142857142, 15.285714285714286, 15.285714285714286, 15.857142857142858, 16.428571428571427, 16.571428571428573, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.857142857142858, 19.428571428571427, 19.571428571428573, 20.0, 21.142857142857142, 21.285714285714285, 22.142857142857142, 23.285714285714285, 23.857142857142858, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 0.5714285714285714, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions occurring at regular intervals over a span of weeks. Most reviews are clustered in the early stages, particularly within the first 15 weeks, where the majority of entries are recorded. A single review for the Kindle Store appears at week 15, amidst the continued trend of reviewing books. After week 15, there is a gradual decline in the frequency of reviews, with fewer entries noted in the later weeks, although reviews for books continue to be submitted throughout." }, { "dim_process": 18, "seq_idx": 285, "seq_len": 52, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.7142857142857142, 2.857142857142857, 3.2857142857142856, 4.142857142857143, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.857142857142857, 6.714285714285714, 6.857142857142857, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.428571428571429, 9.428571428571429, 9.571428571428571, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.428571428571429, 13.857142857142858, 14.571428571428571, 14.571428571428571, 14.714285714285714, 15.0, 15.285714285714286, 15.285714285714286, 15.428571428571429, 15.714285714285714, 16.0, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.714285714285715, 18.142857142857142, 18.857142857142858, 19.857142857142858, 20.285714285714285, 20.714285714285715, 22.0, 23.0, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 2.4285714285714284, 0.7142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 1.0, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 1.0, 0.14285714285714285 ], "type_event": [ 16, 16, 10, 10, 10, 16, 16, 10, 16, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 10 ], "type_text": [ "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a pattern where reviews for the \"Kindle Store\" category are interspersed with reviews for \"Books.\" Initially, reviews for both categories occur relatively close together, but as time progresses, there is a noticeable increase in the frequency of \"Books\" reviews, particularly between weeks 5 and 15. The \"Kindle Store\" reviews tend to cluster towards the later part of the timeline, especially after week 17, indicating a shift in focus. Overall, while both categories are reviewed throughout the timeline, \"Books\" reviews dominate in the middle period, whereas \"Kindle Store\" reviews become more prevalent towards the end." }, { "dim_process": 18, "seq_idx": 286, "seq_len": 58, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 1.4285714285714286, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.857142857142857, 4.0, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.428571428571429, 7.714285714285714, 8.428571428571429, 8.714285714285714, 9.142857142857142, 9.285714285714286, 10.428571428571429, 11.0, 11.142857142857142, 12.142857142857142, 13.0, 13.285714285714286, 13.571428571428571, 14.0, 15.0, 15.0, 15.0, 15.142857142857142, 15.285714285714286, 15.428571428571429, 16.142857142857142, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.0, 18.428571428571427, 19.142857142857142, 19.714285714285715, 19.857142857142858, 20.142857142857142, 21.714285714285715, 22.142857142857142, 22.285714285714285, 25.142857142857142, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 1.0, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.42857142857142855, 0.14285714285714285, 2.857142857142857, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently over a prolonged period, especially in the initial weeks. There is a noticeable concentration of book reviews occurring frequently in the first 20 weeks, with a few reviews for other categories, such as Office Products and Home and Kitchen, appearing around the 15-week mark. After this point, the reviews for books continue to dominate, with some clustering observed in the later weeks as well. Overall, the trend indicates a sustained focus on book reviews throughout the timeline, with a brief diversification into other product categories." }, { "dim_process": 18, "seq_idx": 287, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 4.428571428571429, 5.142857142857143, 5.285714285714286, 5.857142857142857, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.285714285714286, 7.714285714285714, 8.571428571428571, 9.142857142857142, 9.285714285714286, 9.571428571428571, 10.428571428571429, 10.571428571428571, 12.714285714285714, 14.428571428571429, 14.714285714285714, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.571428571428573, 18.714285714285715, 18.857142857142858, 19.142857142857142, 20.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 2.0, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 2.142857142857143, 1.7142857142857142, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, with all entries falling within a continuous timeline. The reviews begin shortly after the initial timestamp and occur frequently in the early weeks, with a notable cluster of activity in the first 20 weeks. There is a consistent pattern of submissions, with no significant gaps in the review activity, indicating a sustained engagement with the book category throughout the observed period." }, { "dim_process": 18, "seq_idx": 288, "seq_len": 70, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 1.4285714285714286, 1.4285714285714286, 1.8571428571428572, 1.8571428571428572, 2.4285714285714284, 2.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.571428571428571, 5.285714285714286, 5.571428571428571, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.0, 8.571428571428571, 9.428571428571429, 10.0, 10.142857142857142, 10.285714285714286, 10.571428571428571, 11.428571428571429, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.571428571428571, 15.714285714285714, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.142857142857142, 17.285714285714285, 17.428571428571427, 18.142857142857142, 18.428571428571427, 18.571428571428573, 19.142857142857142, 21.142857142857142, 21.428571428571427, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 2.0, 0.2857142857142857, 2.142857142857143 ], "type_event": [ 16, 10, 16, 16, 16, 10, 10, 16, 16, 10, 10, 10, 16, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows an initial focus on the Kindle Store and Books, with multiple reviews submitted in the first few weeks. As time progresses, there is a noticeable increase in the frequency of book reviews, particularly between weeks 6 and 19, where books dominate the submissions. Kindle Store reviews appear more sporadically, often clustered in the earlier weeks and again at the end of the sequence. Overall, the trend indicates a shift from a balanced interest in both categories to a predominant focus on books over time." }, { "dim_process": 18, "seq_idx": 289, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.8571428571428572, 2.4285714285714284, 3.0, 4.714285714285714, 5.0, 5.142857142857143, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.571428571428571, 7.428571428571429, 7.714285714285714, 8.142857142857142, 8.428571428571429, 9.0, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.0, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.142857142857142, 13.0, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.285714285714286, 15.857142857142858, 16.857142857142858, 17.142857142857142, 18.0, 19.285714285714285, 19.857142857142858, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.0, 0.5714285714285714, 0.5714285714285714, 1.7142857142857142, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.0, 0.2857142857142857, 0.8571428571428571, 1.2857142857142858, 0.5714285714285714, 3.4285714285714284 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs frequently and consistently throughout the timeline, particularly in the earlier weeks. The reviews for the \"Kindle Store\" category appear less frequently and are generally clustered around specific periods, notably at the beginning, between weeks 5 and 8, and again towards the end of the sequence. Overall, the user primarily reviews books in the initial weeks, with Kindle Store reviews interspersed, and a noticeable increase in Kindle Store reviews towards the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 290, "seq_len": 45, "time_since_start": [ 0.0, 0.2857142857142857, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.7142857142857144, 3.0, 3.5714285714285716, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.571428571428571, 6.285714285714286, 6.571428571428571, 7.0, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.285714285714286, 10.571428571428571, 11.285714285714286, 11.857142857142858, 12.142857142857142, 12.714285714285714, 12.857142857142858, 13.285714285714286, 13.571428571428571, 14.142857142857142, 14.285714285714286, 14.428571428571429, 15.0, 15.714285714285714, 15.857142857142858, 16.285714285714285, 17.142857142857142, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 8.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 15 weeks. There is a notable shift at week 15, where a review for \"Home and Kitchen\" is submitted, but this is followed by a return to reviewing \"Books.\" The reviews are primarily clustered in the early weeks, with a gradual tapering off in frequency as time progresses, indicating a sustained interest in books over an extended period. The only deviation from this pattern is the single review for \"Home and Kitchen,\" which appears later in the sequence." }, { "dim_process": 18, "seq_idx": 291, "seq_len": 45, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.2857142857142858, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 3.0, 3.142857142857143, 3.4285714285714284, 4.285714285714286, 4.714285714285714, 4.857142857142857, 6.857142857142857, 7.0, 7.285714285714286, 7.857142857142857, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.428571428571429, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.714285714285714, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.285714285714286, 15.0, 15.428571428571429, 16.0, 16.428571428571427, 16.857142857142858, 17.285714285714285, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 20.571428571428573, 21.857142857142858, 24.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 2.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.8571428571428572, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 2.2857142857142856, 1.2857142857142858, 2.4285714285714284, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews is characterized by a consistent focus on the \"Books\" category, with reviews submitted at regular intervals throughout the timeline. The initial reviews occur within the first few weeks, with a notable cluster of activity in the early stages, particularly between weeks 0 and 4. After a brief lull, reviews continue to be submitted more sporadically, with some clustering around weeks 7 to 11 and again from weeks 13 to 18. The pattern indicates a sustained interest in books over an extended period, with reviews continuing to be submitted even after significant gaps." }, { "dim_process": 18, "seq_idx": 292, "seq_len": 49, "time_since_start": [ 0.0, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.4285714285714284, 2.7142857142857144, 3.0, 3.142857142857143, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.714285714285714, 5.0, 6.571428571428571, 6.571428571428571, 6.714285714285714, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.571428571428571, 8.142857142857142, 8.285714285714286, 9.142857142857142, 9.285714285714286, 9.285714285714286, 9.571428571428571, 12.285714285714286, 13.428571428571429, 13.428571428571429, 14.571428571428571, 14.714285714285714, 15.285714285714286, 15.428571428571429, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.142857142857142, 18.0, 18.285714285714285, 20.428571428571427, 20.857142857142858, 22.714285714285715, 23.0, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.2857142857142857, 2.7142857142857144, 1.1428571428571428, 0.0, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 2.142857142857143, 0.42857142857142855, 1.8571428571428572, 0.2857142857142857, 0.5714285714285714 ], "type_event": [ 10, 10, 2, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 3, 16, 10, 3, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 15, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Arts Crafts and Sewing", "Kindle Store", "Books", "Arts Crafts and Sewing", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a strong initial focus on the \"Books\" category, with multiple reviews concentrated in the first few weeks. After a significant number of book reviews, there is a slight diversification into other categories, including \"Pet Supplies,\" \"Clothing Shoes and Jewelry,\" and \"Arts Crafts and Sewing,\" but the majority of reviews remain in the \"Books\" category throughout the timeline. As time progresses, reviews for the \"Kindle Store\" begin to appear, indicating a gradual shift towards digital products, particularly in the later weeks. Overall, the pattern reveals a predominance of book reviews early on, with occasional clusters of reviews in other categories interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 293, "seq_len": 48, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.0, 1.1428571428571428, 1.5714285714285714, 1.8571428571428572, 2.0, 2.2857142857142856, 2.2857142857142856, 2.5714285714285716, 3.142857142857143, 3.5714285714285716, 5.142857142857143, 6.0, 6.0, 6.0, 6.428571428571429, 7.285714285714286, 7.428571428571429, 8.714285714285714, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.285714285714286, 10.571428571428571, 11.0, 11.571428571428571, 12.285714285714286, 12.571428571428571, 13.0, 13.142857142857142, 14.285714285714286, 15.428571428571429, 15.571428571428571, 16.0, 16.285714285714285, 16.571428571428573, 17.142857142857142, 17.571428571428573, 18.428571428571427, 18.857142857142858, 20.428571428571427, 21.0, 21.428571428571427, 22.428571428571427, 23.142857142857142, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.5714285714285714, 0.8571428571428571, 0.0, 0.0, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 1.5714285714285714, 0.5714285714285714, 0.42857142857142855, 1.0, 0.7142857142857143, 1.7142857142857142 ], "type_event": [ 10, 10, 4, 4, 10, 10, 10, 10, 1, 10, 10, 10, 10, 10, 4, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Electronics", "Electronics", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a clear predominance of reviews for Books, which are consistently submitted throughout the timeline, particularly clustering in the early weeks and continuing at a steady pace. Electronics and Office Products reviews appear less frequently, with Electronics reviews occurring early in the sequence and Office Products appearing around the six-week mark. The reviews for Tools and Home Improvement also occur early on but are isolated. Overall, the trend indicates a strong focus on Books with minimal variation in the timing of other categories." }, { "dim_process": 18, "seq_idx": 294, "seq_len": 64, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.0, 2.0, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.0, 3.2857142857142856, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.571428571428571, 4.857142857142857, 5.285714285714286, 6.0, 6.285714285714286, 7.0, 7.142857142857143, 7.285714285714286, 8.0, 8.142857142857142, 9.0, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.285714285714286, 10.857142857142858, 11.0, 11.428571428571429, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.285714285714286, 13.857142857142858, 14.0, 14.142857142857142, 14.714285714285714, 15.0, 15.142857142857142, 15.857142857142858, 16.0, 16.285714285714285, 16.428571428571427, 17.0, 17.285714285714285, 17.571428571428573, 17.857142857142858, 18.428571428571427, 19.0, 20.142857142857142, 20.571428571428573, 21.0, 21.285714285714285, 22.0, 23.0, 23.857142857142858, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 1.0, 0.8571428571428571, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 13, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews for books, which are submitted consistently over a period of time, with a notable concentration of reviews occurring in the early weeks. The reviews for books continue to be submitted at regular intervals, with a gradual increase in frequency before stabilizing. A single review for the category \"Patio Lawn and Garden\" appears later in the sequence, indicating a brief diversification in review topics. Overall, the trend shows a sustained focus on books throughout the majority of the timeline, with the other category emerging only after a significant number of book reviews." }, { "dim_process": 18, "seq_idx": 295, "seq_len": 59, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 3.142857142857143, 7.857142857142857, 7.857142857142857, 7.857142857142857, 9.428571428571429, 9.428571428571429, 9.428571428571429, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.857142857142858, 10.857142857142858, 11.142857142857142, 11.142857142857142, 11.142857142857142, 11.142857142857142, 12.571428571428571, 12.571428571428571, 12.571428571428571, 12.571428571428571, 14.428571428571429, 14.428571428571429, 14.714285714285714, 15.714285714285714, 15.714285714285714, 17.142857142857142, 17.142857142857142, 17.142857142857142, 18.0, 18.0, 22.142857142857142, 22.142857142857142, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 1.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 4.714285714285714, 0.0, 0.0, 1.5714285714285714, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.7142857142857143, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.0, 1.8571428571428572, 0.0, 0.2857142857142857, 1.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.8571428571428571, 0.0, 4.142857142857143, 0.0, 0.0 ], "type_event": [ 0, 17, 13, 1, 12, 4, 10, 5, 9, 6, 8, 15, 12, 17, 10, 11, 13, 12, 10, 10, 8, 0, 12, 4, 10, 11, 12, 15, 4, 1, 11, 1, 13, 16, 12, 5, 0, 15, 7, 13, 12, 11, 12, 13, 1, 0, 12, 8, 10, 9, 12, 1, 4, 11, 1, 12, 13, 8, 15 ], "type_text": [ "Other", "Cell Phones and Accessories", "Patio Lawn and Garden", "Tools and Home Improvement", "Sports and Outdoors", "Electronics", "Books", "Automotive", "Office Products", "Industrial and Scientific", "Toys and Games", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Cell Phones and Accessories", "Books", "Home and Kitchen", "Patio Lawn and Garden", "Sports and Outdoors", "Books", "Books", "Toys and Games", "Other", "Sports and Outdoors", "Electronics", "Books", "Home and Kitchen", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Electronics", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Patio Lawn and Garden", "Kindle Store", "Sports and Outdoors", "Automotive", "Other", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Sports and Outdoors", "Home and Kitchen", "Sports and Outdoors", "Patio Lawn and Garden", "Tools and Home Improvement", "Other", "Sports and Outdoors", "Toys and Games", "Books", "Office Products", "Sports and Outdoors", "Tools and Home Improvement", "Electronics", "Home and Kitchen", "Tools and Home Improvement", "Sports and Outdoors", "Patio Lawn and Garden", "Toys and Games", "Clothing Shoes and Jewelry" ], "description": "The user submitted a series of product reviews that initially clustered around various categories in the first few weeks, with a notable emphasis on Books and Sports and Outdoors. As time progressed, reviews continued to appear across multiple categories, with a gradual increase in the diversity of categories being reviewed, particularly evident around the 2-week mark. A significant shift occurred around the 7-week mark, where reviews for Clothing Shoes and Jewelry and Electronics became more prominent. The pattern shows a consistent presence of Sports and Outdoors reviews throughout the sequence, while other categories like Tools and Home Improvement and Patio Lawn and Garden saw increased activity in the later weeks. Overall, the sequence demonstrates an initial surge in reviews across many categories, followed by a more varied distribution over time, with certain categories maintaining a steady presence." }, { "dim_process": 18, "seq_idx": 296, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 1.0, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.857142857142857, 5.0, 6.142857142857143, 7.714285714285714, 8.571428571428571, 10.285714285714286, 10.285714285714286, 12.285714285714286, 12.428571428571429, 12.428571428571429, 12.857142857142858, 13.714285714285714, 14.428571428571429, 15.285714285714286, 15.714285714285714, 15.714285714285714, 16.285714285714285, 16.428571428571427, 16.428571428571427, 17.714285714285715, 17.857142857142858, 19.0, 19.285714285714285, 19.285714285714285, 21.0, 21.0, 21.428571428571427, 21.571428571428573, 22.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 3.4285714285714284, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 1.5714285714285714, 0.8571428571428571, 1.7142857142857142, 0.0, 2.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 1.2857142857142858, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.0, 1.7142857142857142, 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 10, 15, 0, 17, 10, 9, 17, 17, 7, 17, 11, 0, 5, 12, 12, 5, 12, 1, 11, 1, 4, 17, 5, 17, 17, 17, 0, 17, 17, 12, 17, 7, 7, 13, 4, 11, 7, 17, 17, 17, 17 ], "type_text": [ "Books", "Clothing Shoes and Jewelry", "Other", "Cell Phones and Accessories", "Books", "Office Products", "Cell Phones and Accessories", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Cell Phones and Accessories", "Home and Kitchen", "Other", "Automotive", "Sports and Outdoors", "Sports and Outdoors", "Automotive", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Electronics", "Cell Phones and Accessories", "Automotive", "Cell Phones and Accessories", "Cell Phones and Accessories", "Cell Phones and Accessories", "Other", "Cell Phones and Accessories", "Cell Phones and Accessories", "Sports and Outdoors", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Electronics", "Home and Kitchen", "Grocery and Gourmet Food", "Cell Phones and Accessories", "Cell Phones and Accessories", "Cell Phones and Accessories", "Cell Phones and Accessories" ], "description": "The sequence of product reviews begins with a diverse range of categories, including books, clothing, and other items, clustered within the first few weeks. As time progresses, there is a notable increase in reviews for cell phones and accessories, particularly around the 0.43 to 4.43-week mark, indicating a sustained focus on this category. Later in the timeline, reviews for sports and outdoors products emerge, followed by a resurgence of grocery and gourmet food reviews around the 17-week mark. Towards the end of the sequence, there is a continued emphasis on cell phones and accessories, with several reviews concentrated within a short time frame. Overall, the pattern shows initial diversity that transitions into concentrated reviews in a few specific categories over time." }, { "dim_process": 18, "seq_idx": 297, "seq_len": 61, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.4285714285714284, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.571428571428571, 6.428571428571429, 6.571428571428571, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.857142857142858, 10.0, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.428571428571429, 13.0, 13.428571428571429, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 15.428571428571429, 15.571428571428571, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.714285714285715, 17.0, 17.142857142857142, 17.285714285714285, 18.0, 18.857142857142858, 20.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, particularly in the early weeks, where reviews are submitted more frequently. After a period of consistent book reviews, there is a noticeable increase in reviews for the \"Kindle Store,\" which begins to cluster in the later weeks. Overall, while \"Books\" reviews dominate the initial timeline, there is a gradual shift towards more frequent \"Kindle Store\" reviews as time progresses, particularly after the first few weeks. This trend indicates a pattern where \"Books\" reviews are more concentrated initially, followed by a steady inclusion of \"Kindle Store\" reviews in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 298, "seq_len": 55, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 2.2857142857142856, 3.0, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.0, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.0, 7.142857142857143, 7.142857142857143, 7.428571428571429, 7.571428571428571, 8.285714285714286, 8.571428571428571, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 10.0, 10.571428571428571, 11.285714285714286, 11.428571428571429, 11.714285714285714, 14.142857142857142, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.571428571428571, 16.428571428571427, 16.714285714285715, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 18.428571428571427, 18.428571428571427, 18.714285714285715, 22.285714285714285, 22.571428571428573, 23.142857142857142, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.8571428571428571, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 2.4285714285714284, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.0, 0.2857142857142857, 3.5714285714285716, 0.2857142857142857, 0.5714285714285714, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2, 16, 10, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with numerous entries clustered primarily in the early weeks. Reviews for the \"Kindle Store\" category appear intermittently, often following clusters of book reviews. Notably, the user begins with a consistent pattern of reviewing books for several weeks before introducing reviews for the Kindle Store, which occurs at various points throughout the timeline. Towards the end of the sequence, there is a brief introduction of \"Pet Supplies\" alongside continued reviews for both books and the Kindle Store, indicating a slight diversification in review categories. Overall, the trend indicates a predominant emphasis on books, with Kindle Store reviews appearing as secondary events." }, { "dim_process": 18, "seq_idx": 299, "seq_len": 92, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.0, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 2.0, 2.2857142857142856, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.0, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.857142857142857, 7.857142857142857, 8.142857142857142, 8.428571428571429, 9.0, 9.142857142857142, 9.285714285714286, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.285714285714286, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.285714285714286, 12.428571428571429, 12.428571428571429, 13.0, 14.0, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.0, 15.571428571428571, 15.571428571428571, 15.714285714285714, 15.714285714285714, 16.142857142857142, 16.285714285714285, 16.428571428571427, 17.0, 17.142857142857142, 20.714285714285715, 20.714285714285715, 21.0, 21.142857142857142, 21.285714285714285, 21.285714285714285, 22.0, 22.142857142857142, 22.428571428571427, 22.428571428571427, 22.571428571428573, 22.714285714285715, 23.428571428571427, 24.857142857142858, 25.142857142857142, 25.714285714285715, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 1.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 3.5714285714285716, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.4285714285714286, 0.2857142857142857, 0.5714285714285714, 0.0 ], "type_event": [ 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which consistently appears throughout the timeline, particularly in the early weeks. The \"Kindle Store\" reviews are less frequent but occur intermittently, often clustered around the same time as \"Books\" reviews. There is a notable trend of increased activity in reviews during the initial weeks, with a gradual continuation of both categories over time, culminating in a mix of reviews for both categories in the later weeks. Overall, the reviews for \"Books\" dominate the sequence, while \"Kindle Store\" reviews tend to occur in conjunction with the \"Books\" reviews, especially during specific periods." }, { "dim_process": 18, "seq_idx": 300, "seq_len": 49, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.8571428571428571, 1.0, 1.0, 1.2857142857142858, 2.857142857142857, 3.0, 3.2857142857142856, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.285714285714286, 6.0, 6.857142857142857, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.571428571428571, 10.142857142857142, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.285714285714286, 11.571428571428571, 12.0, 12.142857142857142, 12.571428571428571, 12.857142857142858, 13.0, 13.428571428571429, 14.0, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.714285714285714, 15.857142857142858, 16.571428571428573, 16.714285714285715, 17.0, 17.857142857142858, 19.857142857142858, 20.714285714285715, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 2.0, 0.8571428571428571, 1.4285714285714286 ], "type_event": [ 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong initial focus on both the Kindle Store and Books, with multiple reviews submitted within the first week. Following this, the majority of reviews are consistently centered around Books, with a notable increase in frequency occurring between weeks 1 and 17. Reviews are predominantly clustered in the early weeks, with a gradual tapering off observed after week 19, indicating a sustained interest in Books over time. The pattern suggests a continuous engagement with the Books category, with minimal variation in the types of reviews submitted." }, { "dim_process": 18, "seq_idx": 301, "seq_len": 49, "time_since_start": [ 0.0, 4.0, 4.571428571428571, 8.0, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.857142857142858, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.571428571428571, 10.857142857142858, 10.857142857142858, 10.857142857142858, 11.0, 11.0, 11.0, 11.0, 12.0, 12.0, 12.0, 12.428571428571429, 14.0, 14.0, 15.571428571428571, 16.714285714285715, 16.714285714285715, 16.714285714285715, 17.0, 17.857142857142858, 19.285714285714285, 19.285714285714285, 21.0, 22.571428571428573, 23.0, 23.142857142857142, 25.0 ], "time_since_last_event": [ 0.0, 4.0, 0.5714285714285714, 3.4285714285714284, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.42857142857142855, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.42857142857142855, 1.5714285714285714, 0.0, 1.5714285714285714, 1.1428571428571428, 0.0, 0.0, 0.2857142857142857, 0.8571428571428571, 1.4285714285714286, 0.0, 1.7142857142857142, 1.5714285714285714, 0.42857142857142855, 0.14285714285714285, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 1, 15, 4, 12, 11, 10, 15, 14, 12, 11, 10, 17, 5, 10, 9, 4, 11, 8, 10, 10, 7, 11, 11, 10, 14, 15, 1, 15, 11, 10, 10, 11, 9, 10, 15, 9, 10, 10, 17, 12, 10, 4, 15, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Electronics", "Sports and Outdoors", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Movies and TV", "Sports and Outdoors", "Home and Kitchen", "Books", "Cell Phones and Accessories", "Automotive", "Books", "Office Products", "Electronics", "Home and Kitchen", "Toys and Games", "Books", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Home and Kitchen", "Books", "Movies and TV", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Books", "Home and Kitchen", "Office Products", "Books", "Clothing Shoes and Jewelry", "Office Products", "Books", "Books", "Cell Phones and Accessories", "Sports and Outdoors", "Books", "Electronics", "Clothing Shoes and Jewelry", "Books", "Books" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with multiple reviews clustered in the initial weeks. As time progresses, the user diversifies their reviews across various categories, with a notable increase in reviews for \"Clothing Shoes and Jewelry,\" \"Home and Kitchen,\" and \"Electronics\" around the 9-week mark. Reviews for \"Books\" continue to appear throughout the sequence, maintaining a consistent presence even as other categories emerge. Towards the later weeks, there is a resurgence of reviews in the \"Books\" category, alongside a steady interest in \"Office Products\" and \"Cell Phones and Accessories.\" Overall, the review pattern shows an initial concentration on books, followed by a broader exploration of categories, and then a return to books as a prominent focus." }, { "dim_process": 18, "seq_idx": 302, "seq_len": 65, "time_since_start": [ 0.0, 0.5714285714285714, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.571428571428571, 6.285714285714286, 7.0, 7.285714285714286, 7.571428571428571, 8.142857142857142, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.428571428571429, 10.714285714285714, 11.0, 11.714285714285714, 13.0, 14.714285714285714, 15.0, 15.285714285714286, 15.714285714285714, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.428571428571427, 16.428571428571427, 16.428571428571427, 16.428571428571427, 16.428571428571427, 16.571428571428573, 16.571428571428573, 16.714285714285715, 17.0, 17.142857142857142, 17.428571428571427, 17.857142857142858, 18.0, 19.285714285714285, 19.714285714285715, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 1.7142857142857142, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 4.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 13, 11, 7, 10, 0, 14, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Other", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong initial focus on the \"Books\" category, with multiple reviews clustered within the first 10 weeks. Reviews for the \"Kindle Store\" appear intermittently, primarily around weeks 3 and 9, but do not dominate the sequence. After week 16, there is a notable diversification into several other categories, including \"Clothing Shoes and Jewelry,\" \"Patio Lawn and Garden,\" \"Home and Kitchen,\" and \"Grocery and Gourmet Food,\" while \"Books\" continues to be reviewed consistently throughout the timeline. Overall, the pattern indicates a predominant interest in books early on, followed by a gradual expansion into other product categories later in the sequence." }, { "dim_process": 18, "seq_idx": 303, "seq_len": 41, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.2857142857142858, 2.4285714285714284, 2.7142857142857144, 5.142857142857143, 5.714285714285714, 6.0, 6.142857142857143, 6.714285714285714, 6.857142857142857, 8.714285714285714, 8.857142857142858, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.285714285714286, 10.571428571428571, 11.428571428571429, 11.857142857142858, 12.428571428571429, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.714285714285714, 14.0, 14.857142857142858, 15.857142857142858, 16.571428571428573, 17.0, 17.142857142857142, 17.857142857142858, 19.714285714285715, 19.714285714285715, 19.857142857142858, 20.714285714285715, 20.714285714285715, 21.428571428571427, 23.285714285714285, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 2.4285714285714284, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 1.0, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 1.8571428571428572, 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.7142857142857143, 1.8571428571428572, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in close succession during the initial weeks. As time progresses, there is a noticeable introduction of reviews for the \"Kindle Store\" category, which starts appearing around the 5-week mark and continues intermittently alongside the \"Books\" reviews. The frequency of \"Books\" reviews remains high throughout the sequence, with clusters of reviews occurring at various intervals, particularly between weeks 0 and 20. The \"Kindle Store\" reviews tend to appear more frequently in the latter part of the timeline, suggesting a gradual increase in interest in that category as the sequence unfolds." }, { "dim_process": 18, "seq_idx": 304, "seq_len": 48, "time_since_start": [ 0.0, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 8.142857142857142, 8.142857142857142, 8.142857142857142, 8.142857142857142, 8.142857142857142, 8.142857142857142, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.428571428571429, 8.428571428571429, 10.857142857142858, 10.857142857142858, 10.857142857142858, 10.857142857142858, 10.857142857142858, 13.428571428571429, 13.428571428571429, 13.428571428571429, 13.428571428571429, 13.428571428571429, 16.142857142857142, 16.142857142857142, 16.142857142857142, 16.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 6.714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 2.4285714285714284, 0.0, 0.0, 0.0, 0.0, 2.5714285714285716, 0.0, 0.0, 0.0, 0.0, 2.7142857142857144, 0.0, 0.0, 0.0 ], "type_event": [ 13, 11, 4, 1, 14, 13, 12, 11, 10, 9, 0, 7, 6, 17, 3, 4, 4, 1, 0, 11, 7, 0, 13, 11, 9, 4, 5, 3, 11, 10, 0, 10, 9, 11, 10, 4, 16, 11, 9, 4, 1, 3, 9, 0, 3, 4, 15, 0 ], "type_text": [ "Patio Lawn and Garden", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Movies and TV", "Patio Lawn and Garden", "Sports and Outdoors", "Home and Kitchen", "Books", "Office Products", "Other", "Grocery and Gourmet Food", "Industrial and Scientific", "Cell Phones and Accessories", "Arts Crafts and Sewing", "Electronics", "Electronics", "Tools and Home Improvement", "Other", "Home and Kitchen", "Grocery and Gourmet Food", "Other", "Patio Lawn and Garden", "Home and Kitchen", "Office Products", "Electronics", "Automotive", "Arts Crafts and Sewing", "Home and Kitchen", "Books", "Other", "Books", "Office Products", "Home and Kitchen", "Books", "Electronics", "Kindle Store", "Home and Kitchen", "Office Products", "Electronics", "Tools and Home Improvement", "Arts Crafts and Sewing", "Office Products", "Other", "Arts Crafts and Sewing", "Electronics", "Clothing Shoes and Jewelry", "Other" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the initial weeks, with a notable concentration of reviews occurring at the 0.43-week mark. Following this, there is a shift to a more focused pattern at the 1.43-week mark, where reviews for electronics and tools are prominent. After a significant gap, reviews cluster again around the 8-week mark, primarily in grocery and home-related categories, before continuing with a mix of categories over the following weeks. The later reviews, particularly around the 10.86 and 13.43-week marks, show a resurgence in electronics and office products, while arts and crafts categories appear consistently in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 305, "seq_len": 56, "time_since_start": [ 0.0, 1.2857142857142858, 2.0, 2.0, 2.142857142857143, 2.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.857142857142857, 4.857142857142857, 5.0, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.571428571428571, 6.0, 6.285714285714286, 6.428571428571429, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.714285714285714, 6.714285714285714, 7.0, 7.0, 7.0, 7.0, 7.285714285714286, 7.285714285714286, 7.285714285714286, 7.285714285714286, 8.0, 8.142857142857142, 8.428571428571429, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 9.857142857142858, 10.142857142857142, 11.285714285714286, 11.285714285714286, 11.285714285714286, 11.285714285714286, 12.571428571428571, 13.142857142857142, 14.285714285714286 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 1.1428571428571428, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 1.1428571428571428, 0.0, 0.0, 0.0, 1.2857142857142858, 0.5714285714285714, 1.1428571428571428 ], "type_event": [ 10, 10, 7, 11, 2, 10, 10, 2, 13, 7, 15, 2, 10, 10, 14, 10, 10, 10, 13, 10, 10, 2, 2, 10, 10, 2, 2, 10, 2, 10, 7, 4, 15, 10, 17, 7, 0, 2, 10, 15, 9, 14, 14, 10, 10, 13, 11, 14, 10, 14, 8, 10, 2, 10, 14, 10 ], "type_text": [ "Books", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Pet Supplies", "Books", "Books", "Pet Supplies", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Pet Supplies", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Patio Lawn and Garden", "Books", "Books", "Pet Supplies", "Pet Supplies", "Books", "Books", "Pet Supplies", "Pet Supplies", "Books", "Pet Supplies", "Books", "Grocery and Gourmet Food", "Electronics", "Clothing Shoes and Jewelry", "Books", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Other", "Pet Supplies", "Books", "Clothing Shoes and Jewelry", "Office Products", "Movies and TV", "Movies and TV", "Books", "Books", "Patio Lawn and Garden", "Home and Kitchen", "Movies and TV", "Books", "Movies and TV", "Toys and Games", "Books", "Pet Supplies", "Books", "Movies and TV", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with multiple reviews submitted across various weeks, particularly clustering around the early and later weeks. The reviews for \"Pet Supplies\" also appear frequently, especially in the early to mid-sequence, indicating a notable presence. Other categories such as \"Movies and TV,\" \"Grocery and Gourmet Food,\" and \"Clothing Shoes and Jewelry\" are interspersed throughout the timeline but are less frequent. There is a noticeable increase in diversity of categories around the mid-sequence, with several categories being reviewed simultaneously, before returning to a stronger emphasis on \"Books\" in the later weeks." }, { "dim_process": 18, "seq_idx": 306, "seq_len": 60, "time_since_start": [ 0.0, 0.2857142857142857, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 4.714285714285714, 4.857142857142857, 5.142857142857143, 6.0, 6.571428571428571, 7.857142857142857, 8.0, 8.285714285714286, 8.571428571428571, 9.571428571428571, 11.571428571428571, 11.571428571428571, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 12.0, 14.857142857142858, 15.0, 16.285714285714285, 16.428571428571427, 17.428571428571427, 17.571428571428573, 18.142857142857142, 19.142857142857142, 19.571428571428573, 19.714285714285715, 20.0, 20.428571428571427, 20.571428571428573, 21.142857142857142, 21.857142857142858, 21.857142857142858, 22.285714285714285, 22.714285714285715, 23.0, 23.428571428571427, 23.714285714285715, 23.857142857142858, 24.0, 24.285714285714285, 24.571428571428573, 24.714285714285715, 25.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 2.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 2.857142857142857, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 1.0, 0.14285714285714285, 0.5714285714285714, 1.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 15, 10, 11, 3, 2, 16, 10, 16, 10, 16, 10, 10, 10, 16, 16, 16, 16, 16, 16, 16, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Arts Crafts and Sewing", "Pet Supplies", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the first few weeks. After a sustained period of reviewing books, there is a notable shift around week 11, where reviews begin to include other categories such as \"Clothing Shoes and Jewelry,\" \"Home and Kitchen,\" and \"Pet Supplies,\" alongside a continued interest in books. Following this, there is a significant increase in reviews for the \"Kindle Store,\" which starts around week 12 and continues with a high frequency through to week 25. Overall, the trend indicates an early concentration on books, followed by diversification into other categories, and a later clustering of reviews specifically for the Kindle Store." }, { "dim_process": 18, "seq_idx": 307, "seq_len": 51, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.285714285714286, 4.714285714285714, 4.714285714285714, 5.0, 5.285714285714286, 5.571428571428571, 7.142857142857143, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 9.142857142857142, 9.428571428571429, 9.714285714285714, 11.714285714285714, 11.857142857142858, 12.714285714285714, 13.0, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.0, 16.714285714285715, 16.857142857142858, 17.0, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.0, 18.428571428571427, 18.714285714285715, 18.857142857142858, 20.285714285714285, 21.142857142857142, 22.142857142857142, 23.285714285714285, 24.857142857142858, 25.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 2.4285714285714284, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 2.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.8571428571428571, 1.0, 1.1428571428571428, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time, particularly in the initial weeks. The reviews for \"Books\" cluster heavily in the early period, with a notable number of submissions continuing throughout the timeline. The \"Kindle Store\" reviews appear less frequently, primarily at specific intervals, while a single review in the \"Other\" category occurs later in the sequence. Overall, the trend indicates a sustained interest in books, with occasional engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 308, "seq_len": 45, "time_since_start": [ 0.0, 1.4285714285714286, 2.142857142857143, 3.5714285714285716, 3.857142857142857, 5.0, 5.857142857142857, 6.0, 6.142857142857143, 7.142857142857143, 7.428571428571429, 9.0, 9.142857142857142, 9.142857142857142, 9.571428571428571, 9.857142857142858, 10.714285714285714, 11.142857142857142, 11.428571428571429, 12.142857142857142, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.714285714285714, 14.0, 14.142857142857142, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.857142857142858, 16.285714285714285, 16.571428571428573, 17.0, 17.142857142857142, 17.571428571428573, 17.857142857142858, 18.0, 19.142857142857142, 19.285714285714285, 21.285714285714285, 22.0, 23.714285714285715, 24.714285714285715 ], "time_since_last_event": [ 0.0, 1.4285714285714286, 0.7142857142857143, 1.4285714285714286, 0.2857142857142857, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 2.0, 0.7142857142857143, 1.7142857142857142, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted over time. The majority of reviews occur in the early weeks, particularly within the first 18 weeks, with a noticeable concentration of reviews around the 9 to 15-week mark. The \"Kindle Store\" reviews appear less frequently and are interspersed among the book reviews, primarily occurring at specific intervals, indicating a slight clustering around the 9 and 23-week marks. Overall, the reviews exhibit a steady flow, with a gradual tapering off in frequency as the sequence progresses." }, { "dim_process": 18, "seq_idx": 309, "seq_len": 51, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 2.2857142857142856, 2.857142857142857, 3.2857142857142856, 3.7142857142857144, 4.571428571428571, 4.714285714285714, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 8.285714285714286, 8.285714285714286, 10.142857142857142, 10.857142857142858, 11.142857142857142, 11.857142857142858, 11.857142857142858, 12.0, 13.142857142857142, 13.571428571428571, 13.571428571428571, 14.0, 14.714285714285714, 14.857142857142858, 15.0, 15.142857142857142, 15.857142857142858, 16.285714285714285, 17.285714285714285, 17.428571428571427, 18.285714285714285, 18.571428571428573, 19.0, 19.0, 20.428571428571427, 21.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 1.8571428571428572, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.0, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 1.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.0, 1.4285714285714286, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, there is a gradual introduction of reviews for the \"Kindle Store,\" which starts appearing around the third week and becomes more frequent in later weeks. The reviews for \"Books\" continue to dominate the sequence, particularly in the early to mid-period, while \"Kindle Store\" reviews cluster towards the latter part of the timeline. Overall, there is a clear trend of reviewing \"Books\" more consistently, with \"Kindle Store\" reviews emerging and increasing in frequency as time goes on." }, { "dim_process": 18, "seq_idx": 310, "seq_len": 41, "time_since_start": [ 0.0, 0.5714285714285714, 1.5714285714285714, 3.142857142857143, 8.571428571428571, 9.0, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.0, 10.428571428571429, 10.714285714285714, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 13.571428571428571, 14.0, 14.0, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.714285714285715, 18.285714285714285, 18.428571428571427, 18.571428571428573, 19.571428571428573, 20.142857142857142 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 1.0, 1.5714285714285714, 5.428571428571429, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.0, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable cluster of reviews occurring within the first 20 weeks. Most reviews are submitted in close succession, particularly between weeks 9 and 18, indicating a period of heightened activity. The only deviation from the \"Books\" category is a review for the \"Kindle Store\" at week 14, which is surrounded by a series of book reviews. Overall, the trend suggests a sustained interest in books throughout the observed timeframe, with a significant concentration of reviews in the earlier weeks." }, { "dim_process": 18, "seq_idx": 311, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.0, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 2.0, 2.142857142857143, 2.142857142857143, 3.0, 3.0, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 8.0, 8.0, 8.0, 8.0, 8.0, 13.285714285714286, 13.285714285714286, 13.285714285714286, 13.285714285714286, 13.285714285714286, 14.571428571428571, 14.571428571428571, 14.571428571428571 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 1.2857142857142858, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.0, 0.8571428571428571, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 5.285714285714286, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858, 0.0, 0.0 ], "type_event": [ 13, 1, 4, 7, 1, 4, 6, 11, 9, 11, 1, 13, 12, 11, 9, 1, 4, 7, 15, 17, 4, 11, 1, 17, 15, 1, 11, 13, 4, 13, 5, 11, 4, 1, 0, 11, 13, 15, 1, 1, 4, 7 ], "type_text": [ "Patio Lawn and Garden", "Tools and Home Improvement", "Electronics", "Grocery and Gourmet Food", "Tools and Home Improvement", "Electronics", "Industrial and Scientific", "Home and Kitchen", "Office Products", "Home and Kitchen", "Tools and Home Improvement", "Patio Lawn and Garden", "Sports and Outdoors", "Home and Kitchen", "Office Products", "Tools and Home Improvement", "Electronics", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Electronics", "Home and Kitchen", "Tools and Home Improvement", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Patio Lawn and Garden", "Electronics", "Patio Lawn and Garden", "Automotive", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Other", "Home and Kitchen", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Tools and Home Improvement", "Electronics", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews begins with a focus on categories such as Patio Lawn and Garden, Tools and Home Improvement, and Electronics in the initial week. As time progresses, there is a noticeable increase in the variety of categories reviewed, particularly around the third week, where multiple categories cluster together, including Home and Kitchen and Sports and Outdoors. By the fourth week, reviews expand to include Clothing Shoes and Jewelry and Cell Phones and Accessories, maintaining a diverse range of categories. The pattern continues with a mix of reviews in the eighth week, followed by a significant return to Tools and Home Improvement and Electronics in the later weeks, indicating a sustained interest in these categories. Overall, the sequence shows an initial concentration of reviews that diversifies over time, with certain categories consistently appearing throughout the timeline." }, { "dim_process": 18, "seq_idx": 312, "seq_len": 44, "time_since_start": [ 0.0, 1.0, 1.1428571428571428, 1.5714285714285714, 2.0, 2.857142857142857, 3.0, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.142857142857143, 4.571428571428571, 5.0, 5.142857142857143, 5.857142857142857, 6.0, 6.857142857142857, 7.0, 8.0, 9.0, 10.0, 11.0, 11.857142857142858, 12.0, 12.857142857142858, 13.142857142857142, 13.857142857142858, 14.0, 15.0, 15.571428571428571, 15.857142857142858, 16.0, 17.0, 17.428571428571427, 17.857142857142858, 18.0, 19.0, 21.0, 22.0, 22.714285714285715, 23.0, 24.0, 25.0 ], "time_since_last_event": [ 0.0, 1.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.0, 1.0, 1.0, 1.0, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.0, 2.0, 1.0, 0.7142857142857143, 0.2857142857142857, 1.0, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted over a span of several weeks. The first review occurs at week zero, and the user continues to submit reviews predominantly in the \"Books\" category throughout the timeline, with a noticeable concentration of reviews occurring in the early weeks. There is a single review in the \"Kindle Store\" category at week 3.14, but this is an outlier in an otherwise uniform pattern of \"Books\" reviews. Overall, the reviews are clustered closely together, particularly in the initial weeks, and then continue at a steady pace over time." }, { "dim_process": 18, "seq_idx": 313, "seq_len": 49, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 3.142857142857143, 3.857142857142857, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.285714285714286, 7.714285714285714, 8.142857142857142, 8.571428571428571, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.714285714285714, 12.142857142857142, 12.428571428571429, 12.571428571428571, 12.857142857142858, 12.857142857142858, 13.142857142857142, 13.428571428571429, 13.714285714285714, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.714285714285714, 16.285714285714285, 16.857142857142858, 19.571428571428573, 21.142857142857142, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.0, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 2.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 2.7142857142857144, 1.5714285714285714, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 4, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant cluster of reviews occurring in the early weeks, particularly within the first 15 weeks. The reviews for \"Kindle Store\" appear less frequently and are primarily concentrated around the 1.71 to 12.86 week range, with a notable gap before a few more reviews at the 19.57 and 21.14 week marks. Overall, the trend indicates that the user primarily engaged with books early on, with sporadic reviews for the Kindle Store interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 314, "seq_len": 74, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 1.2857142857142858, 1.8571428571428572, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 2.857142857142857, 3.0, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.0, 6.142857142857143, 6.857142857142857, 7.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.571428571428571, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.142857142857142, 11.285714285714286, 11.714285714285714, 13.0, 13.142857142857142, 13.714285714285714, 14.142857142857142, 14.428571428571429, 14.714285714285714, 15.285714285714286, 16.0, 16.0, 16.857142857142858, 17.142857142857142, 17.428571428571427, 17.571428571428573, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.571428571428573, 18.714285714285715, 18.857142857142858, 19.0, 20.714285714285715, 20.857142857142858, 21.714285714285715, 21.857142857142858, 22.0, 22.857142857142858, 22.857142857142858, 23.0, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.0, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing books, with a significant number of reviews clustered in the early weeks. Reviews for the Kindle Store appear intermittently, often following periods of multiple book reviews. Over time, the frequency of book reviews remains high, while Kindle Store reviews tend to occur in clusters, particularly after longer stretches of book reviews. The overall trend indicates a sustained interest in books, with occasional engagement with the Kindle Store at various points throughout the timeline." }, { "dim_process": 18, "seq_idx": 315, "seq_len": 41, "time_since_start": [ 0.0, 0.5714285714285714, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.0, 4.285714285714286, 5.571428571428571, 5.857142857142857, 7.142857142857143, 7.857142857142857, 8.142857142857142, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.142857142857142, 9.571428571428571, 10.285714285714286, 11.571428571428571, 11.714285714285714, 12.428571428571429, 12.857142857142858, 13.0, 13.142857142857142, 15.571428571428571, 15.857142857142858, 16.0, 16.428571428571427, 16.857142857142858, 17.285714285714285, 18.285714285714285, 18.571428571428573, 18.714285714285715, 18.857142857142858, 20.571428571428573, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 1.8571428571428572, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 1.2857142857142858, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.7142857142857143, 1.2857142857142858, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 2.4285714285714284, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 12, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted early in the timeline, particularly within the first 10 weeks. The \"Kindle Store\" category appears intermittently, primarily clustered around the 3-week, 9-week, and 18-week marks. There is a notable increase in review activity around the 8 to 12-week period, with several reviews submitted in quick succession. Overall, the reviews are consistently concentrated in the early to mid-parts of the timeline, with fewer submissions occurring later." }, { "dim_process": 18, "seq_idx": 316, "seq_len": 79, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.0, 1.1428571428571428, 1.2857142857142858, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.5714285714285716, 3.5714285714285716, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.0, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.0, 6.428571428571429, 6.571428571428571, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 9.571428571428571, 9.571428571428571, 9.714285714285714, 10.0, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.428571428571429, 11.571428571428571, 12.142857142857142, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.428571428571429, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.428571428571429, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 17.0, 17.571428571428573, 17.857142857142858, 18.285714285714285, 18.285714285714285, 18.285714285714285, 18.428571428571427, 20.428571428571427, 21.428571428571427, 22.0, 22.714285714285715, 23.571428571428573, 24.142857142857142, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 2.0, 1.0, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855 ], "type_event": [ 10, 10, 7, 16, 10, 16, 16, 10, 10, 10, 10, 7, 11, 10, 11, 11, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 11, 3, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 15, 10, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 7, 10, 10, 16, 16, 16, 10, 7, 10 ], "type_text": [ "Books", "Books", "Grocery and Gourmet Food", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Home and Kitchen", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Home and Kitchen", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Grocery and Gourmet Food", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which appears consistently throughout the timeline, especially in the early weeks and clusters heavily in the later weeks. The \"Kindle Store\" reviews are interspersed but tend to occur more frequently after the initial weeks, indicating a potential increase in interest over time. Reviews for \"Grocery and Gourmet Food\" and \"Home and Kitchen\" appear sporadically, with some clustering around the 3 to 4-week mark and again at the 18-week mark. Overall, the trend indicates a strong and sustained engagement with books, with other categories appearing less frequently and primarily at specific intervals." }, { "dim_process": 18, "seq_idx": 317, "seq_len": 41, "time_since_start": [ 0.0, 0.8571428571428571, 0.8571428571428571, 1.2857142857142858, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.4285714285714284, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.285714285714286, 5.571428571428571, 6.0, 6.142857142857143, 6.428571428571429, 6.857142857142857, 8.285714285714286, 8.857142857142858, 9.285714285714286, 9.428571428571429, 10.571428571428571, 11.142857142857142, 11.857142857142858, 12.428571428571429, 13.285714285714286, 13.571428571428571, 14.142857142857142, 15.142857142857142, 16.857142857142858, 17.0, 18.142857142857142, 19.714285714285715, 20.714285714285715, 21.0, 24.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.4285714285714286, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 1.0, 1.7142857142857142, 0.14285714285714285, 1.1428571428571428, 1.5714285714285714, 1.0, 0.2857142857142857, 3.0 ], "type_event": [ 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. There is a notable introduction of \"Kindle Store\" reviews at the 0.86-week mark, which occurs alongside the ongoing submission of \"Books\" reviews. Over time, the frequency of \"Books\" reviews remains high, with several clusters occurring in the early weeks, while \"Kindle Store\" reviews appear more sporadically throughout the sequence, particularly at intervals around the 5.57-week and 19.71-week marks. The sequence shows a consistent preference for \"Books,\" with \"Kindle Store\" reviews appearing less frequently and primarily in later weeks." }, { "dim_process": 18, "seq_idx": 318, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.8571428571428572, 2.7142857142857144, 3.0, 3.142857142857143, 4.142857142857143, 4.428571428571429, 5.142857142857143, 5.285714285714286, 5.571428571428571, 6.0, 6.857142857142857, 7.142857142857143, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.857142857142858, 10.0, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.0, 15.714285714285714, 16.0, 17.285714285714285, 17.428571428571427, 17.857142857142858, 18.285714285714285, 18.714285714285715, 19.0, 19.428571428571427, 21.571428571428573, 22.428571428571427, 25.142857142857142, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.0, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 4.142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 2.142857142857143, 0.8571428571428571, 2.7142857142857144, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews categorized under \"Books.\" The reviews are submitted consistently over time, with a notable clustering of submissions occurring in the initial weeks, particularly within the first 10 weeks. After a period of sustained activity, there is a noticeable gap before a resurgence of reviews around the 14-week mark, followed by another cluster of reviews leading up to the 25-week point. Overall, the trend shows a high frequency of reviews early on, followed by intermittent submissions later in the timeline." }, { "dim_process": 18, "seq_idx": 319, "seq_len": 41, "time_since_start": [ 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 3.0, 3.0, 3.0, 3.0, 3.0, 3.142857142857143, 3.142857142857143, 3.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 5.714285714285714, 5.714285714285714, 8.0, 9.0, 10.0, 10.142857142857142, 10.142857142857142, 11.571428571428571, 11.571428571428571, 11.857142857142858, 12.142857142857142, 18.857142857142858, 19.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 2.7142857142857144, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 1.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 2.2857142857142856, 1.0, 1.0, 0.14285714285714285, 0.0, 1.4285714285714286, 0.0, 0.2857142857142857, 0.2857142857142857, 6.714285714285714, 0.14285714285714285 ], "type_event": [ 1, 2, 5, 2, 12, 15, 11, 2, 13, 15, 5, 11, 6, 12, 6, 12, 2, 8, 11, 13, 5, 14, 4, 0, 15, 1, 6, 12, 13, 15, 5, 8, 5, 11, 5, 11, 4, 11, 4, 1, 15 ], "type_text": [ "Tools and Home Improvement", "Pet Supplies", "Automotive", "Pet Supplies", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Pet Supplies", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Automotive", "Home and Kitchen", "Industrial and Scientific", "Sports and Outdoors", "Industrial and Scientific", "Sports and Outdoors", "Pet Supplies", "Toys and Games", "Home and Kitchen", "Patio Lawn and Garden", "Automotive", "Movies and TV", "Electronics", "Other", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Industrial and Scientific", "Sports and Outdoors", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Automotive", "Toys and Games", "Automotive", "Home and Kitchen", "Automotive", "Home and Kitchen", "Electronics", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first few weeks, particularly focusing on tools, pet supplies, and automotive products. As time progresses, there is a notable clustering of reviews around the three-week mark, particularly in home and kitchen, pet supplies, and clothing categories. After the initial surge, reviews become more varied, with a significant number appearing around the five-week mark, including multiple entries in electronics and toys. In the later stages of the sequence, automotive reviews re-emerge prominently, alongside a continued interest in home and kitchen products, indicating a shift in focus over time. The final entries show a return to tools and clothing categories, suggesting a cyclical pattern in the user\u2019s review behavior." }, { "dim_process": 18, "seq_idx": 320, "seq_len": 63, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.0, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.285714285714286, 6.428571428571429, 6.428571428571429, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.285714285714286, 8.571428571428571, 9.0, 9.571428571428571, 9.714285714285714, 10.0, 10.142857142857142, 10.428571428571429, 10.571428571428571, 11.0, 11.285714285714286, 11.428571428571429, 12.142857142857142, 12.428571428571429, 12.714285714285714, 12.714285714285714, 13.0, 13.571428571428571, 13.857142857142858, 14.857142857142858, 15.857142857142858, 17.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.0, 1.0, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 2, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, especially in the early weeks. There are a few instances of reviews for \"Clothing Shoes and Jewelry,\" \"Kindle Store,\" and \"Pet Supplies,\" but these are infrequent and appear later in the sequence. The reviews for \"Books\" cluster heavily in the initial weeks and continue to be the most frequent type of review submitted, with a noticeable concentration of activity in the first half of the timeline. Overall, the trend indicates a sustained interest in books, with other categories appearing sporadically." }, { "dim_process": 18, "seq_idx": 321, "seq_len": 44, "time_since_start": [ 0.0, 0.42857142857142855, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 1.7142857142857142, 2.0, 2.4285714285714284, 2.5714285714285716, 3.0, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 3.857142857142857, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.0, 5.571428571428571, 5.857142857142857, 6.0, 6.428571428571429, 7.0, 7.285714285714286, 7.428571428571429, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.571428571428571, 9.0, 9.142857142857142, 10.0, 12.142857142857142, 12.142857142857142, 12.714285714285714, 14.714285714285714, 15.0, 21.142857142857142, 21.142857142857142, 22.0, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 2.142857142857143, 0.0, 0.5714285714285714, 2.0, 0.2857142857142857, 6.142857142857143, 0.0, 0.8571428571428571, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 0, 15, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 16, 10, 10, 10, 11, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Other", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, which dominates the timeline with frequent entries throughout. Most reviews occur in the early weeks, particularly within the first 10 weeks, with a noticeable concentration of reviews around the 1 to 3-week mark. Other categories, such as \"Kindle Store\" and \"Home and Kitchen,\" appear less frequently and are primarily clustered later in the timeline, particularly after the 12-week mark. The pattern indicates that the user primarily engaged with books initially, with occasional diversification into other categories as time progressed." }, { "dim_process": 18, "seq_idx": 322, "seq_len": 76, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 2.0, 2.2857142857142856, 2.5714285714285716, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.0, 4.857142857142857, 5.0, 5.285714285714286, 5.714285714285714, 6.428571428571429, 6.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.571428571428571, 9.0, 9.428571428571429, 9.857142857142858, 10.285714285714286, 10.857142857142858, 11.285714285714286, 11.571428571428571, 12.285714285714286, 12.714285714285714, 13.142857142857142, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.428571428571429, 14.571428571428571, 14.571428571428571, 14.714285714285714, 15.0, 15.0, 15.0, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.285714285714285, 18.428571428571427, 18.857142857142858, 19.428571428571427, 19.571428571428573, 19.714285714285715, 19.714285714285715, 19.857142857142858, 20.428571428571427, 21.714285714285715, 22.285714285714285, 22.571428571428573, 23.285714285714285, 24.142857142857142, 24.142857142857142, 25.0, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.0, 0.8571428571428571, 0.42857142857142855 ], "type_event": [ 10, 10, 16, 10, 10, 10, 16, 16, 16, 16, 16, 10, 16, 10, 16, 10, 10, 10, 16, 16, 16, 16, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 16, 16, 16, 16, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 16, 5, 12, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 16, 16, 16, 10, 10, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Automotive", "Sports and Outdoors", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category in the early weeks, with several reviews submitted in quick succession. As time progresses, there is a noticeable increase in reviews for the \"Kindle Store,\" particularly from the second week onward, indicating a shift in focus. The reviews for \"Books\" remain consistent throughout the sequence, with some clustering around specific periods, while \"Kindle Store\" reviews tend to occur more frequently in later weeks. Additionally, there are brief mentions of other categories, such as \"Automotive\" and \"Sports and Outdoors,\" but these are isolated events compared to the dominant trends in the primary categories." }, { "dim_process": 18, "seq_idx": 323, "seq_len": 55, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.0, 2.4285714285714284, 2.7142857142857144, 3.0, 3.142857142857143, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.857142857142857, 6.857142857142857, 7.0, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.714285714285714, 10.857142857142858, 11.285714285714286, 11.571428571428571, 11.714285714285714, 12.0, 12.428571428571429, 12.571428571428571, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.857142857142858, 16.0, 16.571428571428573, 17.285714285714285, 18.142857142857142, 21.142857142857142, 21.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 1.1428571428571428, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 3.0, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a high frequency of reviews submitted over a span of several weeks. Most reviews are submitted in the early weeks, with a notable cluster of activity occurring within the first 14 weeks. The \"Kindle Store\" category appears infrequently, with reviews occurring primarily after the 6-week mark and again at the 21-week mark. Overall, the trend indicates a strong preference for reviewing books, with only occasional reviews for the Kindle Store interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 324, "seq_len": 62, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.2857142857142858, 1.2857142857142858, 1.8571428571428572, 1.8571428571428572, 2.2857142857142856, 3.2857142857142856, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.142857142857143, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.142857142857143, 5.714285714285714, 5.714285714285714, 5.857142857142857, 6.285714285714286, 7.0, 7.142857142857143, 7.428571428571429, 7.428571428571429, 7.857142857142857, 8.285714285714286, 8.285714285714286, 8.857142857142858, 9.142857142857142, 9.714285714285714, 10.142857142857142, 10.857142857142858, 11.0, 12.142857142857142, 13.285714285714286, 13.285714285714286, 13.285714285714286, 13.428571428571429, 13.857142857142858, 15.142857142857142, 15.428571428571429, 16.285714285714285, 17.142857142857142, 18.0, 18.0, 18.285714285714285, 18.428571428571427, 18.714285714285715, 19.142857142857142, 20.857142857142858, 21.142857142857142, 21.142857142857142, 21.142857142857142, 21.285714285714285, 21.285714285714285, 21.285714285714285, 23.714285714285715, 24.428571428571427, 24.428571428571427, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.5714285714285714, 0.0, 0.5714285714285714, 0.0, 0.42857142857142855, 1.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 1.1428571428571428, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.7142857142857142, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 2.4285714285714284, 0.7142857142857143, 0.0, 0.8571428571428571 ], "type_event": [ 10, 14, 10, 10, 10, 14, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 14, 5, 10, 10, 10, 10, 10, 10, 10, 7, 10, 14, 10, 10, 10, 10, 10, 10, 10, 14, 10, 10, 10, 11, 10, 0, 10, 14, 14, 10, 16, 16, 14, 16, 16 ], "type_text": [ "Books", "Movies and TV", "Books", "Books", "Books", "Movies and TV", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Movies and TV", "Automotive", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Home and Kitchen", "Books", "Other", "Books", "Movies and TV", "Movies and TV", "Books", "Kindle Store", "Kindle Store", "Movies and TV", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple entries occurring throughout the timeline, particularly clustered in the early weeks and continuing consistently over time. The \"Movies and TV\" category appears intermittently, often following a review in the \"Books\" category. The \"Kindle Store\" reviews also emerge regularly, particularly in the later weeks, indicating a slight increase in activity for this category as time progresses. Other categories, such as \"Automotive\" and \"Grocery and Gourmet Food,\" appear infrequently, suggesting they are less of a focus for the user compared to the primary categories. Overall, the trend indicates a sustained interest in books, with occasional diversification into movies and Kindle-related products." }, { "dim_process": 18, "seq_idx": 325, "seq_len": 45, "time_since_start": [ 0.0, 0.0, 0.0, 2.5714285714285716, 3.5714285714285716, 4.714285714285714, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 6.0, 6.0, 6.0, 6.428571428571429, 7.285714285714286, 8.428571428571429, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.142857142857142, 12.0, 12.0, 12.0, 12.0, 13.571428571428571, 14.285714285714286, 14.285714285714286, 15.285714285714286, 15.285714285714286, 18.857142857142858, 18.857142857142858, 18.857142857142858, 20.0, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 2.5714285714285716, 1.0, 1.1428571428571428, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 2.857142857142857, 0.0, 0.0, 0.0, 1.5714285714285714, 0.7142857142857143, 0.0, 1.0, 0.0, 3.5714285714285716, 0.0, 0.0, 1.1428571428571428, 2.2857142857142856 ], "type_event": [ 12, 8, 17, 10, 4, 17, 0, 9, 5, 4, 0, 1, 4, 1, 6, 13, 5, 11, 17, 2, 12, 4, 8, 1, 4, 4, 0, 4, 4, 4, 4, 1, 4, 8, 17, 4, 13, 4, 0, 4, 1, 4, 6, 1, 5 ], "type_text": [ "Sports and Outdoors", "Toys and Games", "Cell Phones and Accessories", "Books", "Electronics", "Cell Phones and Accessories", "Other", "Office Products", "Automotive", "Electronics", "Other", "Tools and Home Improvement", "Electronics", "Tools and Home Improvement", "Industrial and Scientific", "Patio Lawn and Garden", "Automotive", "Home and Kitchen", "Cell Phones and Accessories", "Pet Supplies", "Sports and Outdoors", "Electronics", "Toys and Games", "Tools and Home Improvement", "Electronics", "Electronics", "Other", "Electronics", "Electronics", "Electronics", "Electronics", "Tools and Home Improvement", "Electronics", "Toys and Games", "Cell Phones and Accessories", "Electronics", "Patio Lawn and Garden", "Electronics", "Other", "Electronics", "Tools and Home Improvement", "Electronics", "Industrial and Scientific", "Tools and Home Improvement", "Automotive" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Sports and Outdoors, Toys and Games, and Cell Phones and Accessories, all submitted within the first two weeks. Following this initial period, there is a notable clustering of reviews around Electronics and Tools and Home Improvement between weeks 4 and 12, indicating a shift towards these categories. As time progresses, Electronics remains a dominant category, with multiple reviews occurring in close succession, particularly between weeks 6 and 15. Towards the end of the sequence, there is a resurgence of Tools and Home Improvement reviews, alongside continued activity in Electronics and Automotive categories." }, { "dim_process": 18, "seq_idx": 326, "seq_len": 44, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.2857142857142856, 4.285714285714286, 5.0, 5.142857142857143, 5.285714285714286, 5.714285714285714, 5.857142857142857, 7.857142857142857, 8.857142857142858, 9.285714285714286, 9.428571428571429, 10.0, 10.285714285714286, 12.428571428571429, 12.428571428571429, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 15.285714285714286, 15.571428571428571, 16.285714285714285, 17.142857142857142, 18.142857142857142, 18.285714285714285, 18.428571428571427, 19.428571428571427, 20.0, 21.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 2.0, 1.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 2.142857142857143, 0.0, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.0, 0.14285714285714285, 0.14285714285714285, 1.0, 0.5714285714285714, 1.7142857142857142 ], "type_event": [ 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 14, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Movies and TV", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with multiple entries occurring in the initial weeks. \"Kindle Store\" reviews are introduced early but remain less frequent compared to \"Books.\" Over time, there is a consistent pattern of \"Books\" reviews dominating the timeline, with a few instances of \"Movies and TV\" and \"Kindle Store\" reviews appearing intermittently. The frequency of reviews generally increases in the later weeks, particularly for \"Books,\" while \"Kindle Store\" reviews cluster towards the end of the sequence." }, { "dim_process": 18, "seq_idx": 327, "seq_len": 62, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 5.142857142857143, 5.285714285714286, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.714285714285714, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.571428571428571, 7.714285714285714, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.142857142857142, 9.714285714285714, 10.142857142857142, 10.285714285714286, 10.714285714285714, 11.142857142857142, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.142857142857142, 13.285714285714286, 14.142857142857142, 14.285714285714286, 14.571428571428571, 15.857142857142858, 16.0, 16.142857142857142, 16.142857142857142, 18.0, 18.0, 19.285714285714285, 21.0, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.0, 1.8571428571428572, 0.0, 1.2857142857142858, 1.7142857142857142, 3.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 15, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over an extended period. The reviews for \"Books\" cluster heavily in the early weeks, particularly within the first 15 weeks, before a noticeable decline in frequency. The \"Clothing Shoes and Jewelry\" category appears sporadically, primarily in the later weeks, while reviews for the \"Kindle Store\" are interspersed throughout the timeline, with a slight increase in frequency towards the end of the sequence. Overall, the majority of reviews are concentrated in the \"Books\" category, with other categories appearing less frequently and primarily in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 328, "seq_len": 57, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.285714285714286, 5.428571428571429, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.714285714285714, 7.0, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.285714285714286, 8.571428571428571, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.571428571428571, 11.714285714285714, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.285714285714286, 13.714285714285714, 14.857142857142858, 15.142857142857142, 15.714285714285714, 17.571428571428573, 18.0, 20.0, 20.428571428571427, 20.428571428571427, 21.285714285714285, 21.428571428571427, 21.428571428571427, 21.571428571428573, 23.571428571428573, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.5714285714285714, 1.8571428571428572, 0.42857142857142855, 2.0, 0.42857142857142855, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 2.0, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. As time progresses, the \"Kindle Store\" category begins to appear intermittently, particularly clustered around the 1.5 to 3-week mark and again at various points later in the timeline. Overall, the majority of reviews remain concentrated in the \"Books\" category, which continues to dominate throughout the sequence, particularly in the later weeks. The \"Kindle Store\" reviews tend to occur less frequently and are interspersed among the reviews for \"Books.\"" }, { "dim_process": 18, "seq_idx": 329, "seq_len": 51, "time_since_start": [ 0.0, 2.5714285714285716, 5.142857142857143, 7.857142857142857, 8.571428571428571, 9.571428571428571, 9.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 10.0, 10.285714285714286, 14.142857142857142, 14.285714285714286, 14.285714285714286, 14.285714285714286, 14.285714285714286, 14.285714285714286, 14.285714285714286, 14.285714285714286, 14.285714285714286, 14.285714285714286, 14.428571428571429, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.285714285714286, 20.857142857142858, 21.0, 21.571428571428573, 21.571428571428573, 21.571428571428573, 22.857142857142858, 22.857142857142858, 22.857142857142858, 22.857142857142858, 23.142857142857142, 23.142857142857142, 23.142857142857142, 23.142857142857142, 23.142857142857142, 23.857142857142858, 23.857142857142858 ], "time_since_last_event": [ 0.0, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 0.7142857142857143, 1.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 3.857142857142857, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.571428571428571, 0.14285714285714285, 0.5714285714285714, 0.0, 0.0, 1.2857142857142858, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0 ], "type_event": [ 2, 7, 4, 0, 7, 1, 1, 15, 7, 4, 4, 4, 2, 6, 7, 5, 0, 4, 11, 2, 1, 9, 1, 10, 0, 11, 13, 15, 7, 1, 2, 6, 17, 5, 4, 7, 2, 4, 6, 13, 6, 4, 2, 0, 2, 17, 6, 12, 4, 7, 4 ], "type_text": [ "Pet Supplies", "Grocery and Gourmet Food", "Electronics", "Other", "Grocery and Gourmet Food", "Tools and Home Improvement", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Electronics", "Electronics", "Electronics", "Pet Supplies", "Industrial and Scientific", "Grocery and Gourmet Food", "Automotive", "Other", "Electronics", "Home and Kitchen", "Pet Supplies", "Tools and Home Improvement", "Office Products", "Tools and Home Improvement", "Books", "Other", "Home and Kitchen", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Tools and Home Improvement", "Pet Supplies", "Industrial and Scientific", "Cell Phones and Accessories", "Automotive", "Electronics", "Grocery and Gourmet Food", "Pet Supplies", "Electronics", "Industrial and Scientific", "Patio Lawn and Garden", "Industrial and Scientific", "Electronics", "Pet Supplies", "Other", "Pet Supplies", "Cell Phones and Accessories", "Industrial and Scientific", "Sports and Outdoors", "Electronics", "Grocery and Gourmet Food", "Electronics" ], "description": "The sequence of product reviews shows a variety of categories being reviewed over time, with a noticeable clustering of reviews around the 15-week mark. Initially, reviews for Pet Supplies and Grocery and Gourmet Food appear relatively early, while Electronics and Tools and Home Improvement reviews start to emerge shortly thereafter. A significant concentration of reviews occurs around the 14 to 15-week period, where multiple categories, including Electronics and Pet Supplies, are reviewed in close succession. Following this peak, there is a continuation of reviews across various categories, with a gradual return to Grocery and Gourmet Food and Electronics towards the later weeks." }, { "dim_process": 18, "seq_idx": 330, "seq_len": 69, "time_since_start": [ 0.0, 0.0, 0.0, 0.14285714285714285, 2.7142857142857144, 4.285714285714286, 4.285714285714286, 7.285714285714286, 7.285714285714286, 7.428571428571429, 7.428571428571429, 7.428571428571429, 7.428571428571429, 7.428571428571429, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.714285714285714, 8.0, 8.285714285714286, 8.285714285714286, 8.857142857142858, 10.0, 10.0, 10.142857142857142, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.714285714285714, 12.0, 12.0, 12.571428571428571, 12.571428571428571, 12.571428571428571, 12.857142857142858, 13.0, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.571428571428571, 14.857142857142858, 15.0, 15.428571428571429, 16.285714285714285, 16.285714285714285, 16.428571428571427, 17.0, 17.142857142857142, 17.428571428571427, 17.714285714285715, 18.0, 18.0, 18.0, 18.285714285714285, 18.428571428571427, 18.428571428571427, 18.428571428571427, 18.428571428571427, 18.428571428571427, 18.428571428571427, 18.428571428571427, 18.428571428571427, 19.428571428571427, 22.571428571428573, 24.428571428571427, 24.857142857142858, 25.428571428571427, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.14285714285714285, 2.5714285714285716, 1.5714285714285714, 0.0, 3.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 1.1428571428571428, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 3.142857142857143, 1.8571428571428572, 0.42857142857142855, 0.5714285714285714, 0.0 ], "type_event": [ 13, 6, 2, 11, 1, 11, 8, 8, 17, 11, 1, 2, 10, 4, 13, 11, 2, 6, 10, 7, 11, 9, 1, 2, 13, 4, 13, 13, 2, 11, 11, 1, 2, 13, 11, 7, 13, 5, 13, 11, 10, 3, 11, 2, 7, 11, 11, 10, 13, 15, 1, 2, 8, 12, 13, 7, 3, 13, 6, 2, 12, 11, 9, 15, 2, 12, 11, 4, 2 ], "type_text": [ "Patio Lawn and Garden", "Industrial and Scientific", "Pet Supplies", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Toys and Games", "Toys and Games", "Cell Phones and Accessories", "Home and Kitchen", "Tools and Home Improvement", "Pet Supplies", "Books", "Electronics", "Patio Lawn and Garden", "Home and Kitchen", "Pet Supplies", "Industrial and Scientific", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Office Products", "Tools and Home Improvement", "Pet Supplies", "Patio Lawn and Garden", "Electronics", "Patio Lawn and Garden", "Patio Lawn and Garden", "Pet Supplies", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Pet Supplies", "Patio Lawn and Garden", "Home and Kitchen", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Automotive", "Patio Lawn and Garden", "Home and Kitchen", "Books", "Arts Crafts and Sewing", "Home and Kitchen", "Pet Supplies", "Grocery and Gourmet Food", "Home and Kitchen", "Home and Kitchen", "Books", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Pet Supplies", "Toys and Games", "Sports and Outdoors", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Patio Lawn and Garden", "Industrial and Scientific", "Pet Supplies", "Sports and Outdoors", "Home and Kitchen", "Office Products", "Clothing Shoes and Jewelry", "Pet Supplies", "Sports and Outdoors", "Home and Kitchen", "Electronics", "Pet Supplies" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed, with a notable clustering of reviews for \"Home and Kitchen,\" \"Pet Supplies,\" and \"Patio Lawn and Garden\" appearing frequently throughout the timeline. Initial reviews are concentrated in a variety of categories, but by the 7-week mark, there is a significant increase in reviews across multiple categories, particularly in the \"Home and Kitchen\" and \"Toys and Games\" sectors. As the timeline progresses, there is a consistent return to \"Patio Lawn and Garden\" and \"Pet Supplies,\" especially around the 10 to 18-week range, indicating a sustained interest in these categories. Towards the end of the sequence, reviews for \"Sports and Outdoors\" and \"Clothing Shoes and Jewelry\" emerge, suggesting a broadening of interests as time progresses." }, { "dim_process": 18, "seq_idx": 331, "seq_len": 47, "time_since_start": [ 0.0, 4.571428571428571, 4.571428571428571, 7.285714285714286, 7.714285714285714, 7.714285714285714, 8.142857142857142, 8.571428571428571, 8.571428571428571, 9.0, 9.428571428571429, 9.857142857142858, 9.857142857142858, 10.0, 10.0, 10.0, 10.142857142857142, 10.142857142857142, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.428571428571429, 10.428571428571429, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.142857142857142, 11.285714285714286, 11.285714285714286, 11.428571428571429, 11.428571428571429, 11.571428571428571, 11.571428571428571, 11.571428571428571, 11.857142857142858, 12.0, 12.0, 12.285714285714286, 12.571428571428571, 12.571428571428571, 12.857142857142858, 13.285714285714286, 13.714285714285714, 16.714285714285715 ], "time_since_last_event": [ 0.0, 4.571428571428571, 0.0, 2.7142857142857144, 0.42857142857142855, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 3.0 ], "type_event": [ 0, 15, 0, 10, 0, 10, 14, 0, 10, 0, 10, 14, 0, 0, 10, 14, 14, 0, 14, 0, 10, 10, 0, 14, 10, 0, 10, 0, 0, 14, 10, 0, 10, 14, 0, 10, 0, 0, 14, 0, 10, 0, 0, 0, 0, 14, 14 ], "type_text": [ "Other", "Clothing Shoes and Jewelry", "Other", "Books", "Other", "Books", "Movies and TV", "Other", "Books", "Other", "Books", "Movies and TV", "Other", "Other", "Books", "Movies and TV", "Movies and TV", "Other", "Movies and TV", "Other", "Books", "Books", "Other", "Movies and TV", "Books", "Other", "Books", "Other", "Other", "Movies and TV", "Books", "Other", "Books", "Movies and TV", "Other", "Books", "Other", "Other", "Movies and TV", "Other", "Books", "Other", "Other", "Other", "Other", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews begins with an \"Other\" category review, followed by a focus on \"Clothing Shoes and Jewelry,\" which occurs early on. As time progresses, there is a noticeable increase in reviews for \"Books\" and \"Movies and TV,\" with these categories appearing more frequently in the latter part of the sequence. The reviews are clustered around the 10 to 12-week mark, with multiple entries for \"Movies and TV\" and \"Books\" during this period, while \"Other\" reviews are consistently interspersed throughout the timeline. Overall, the trend shows a shift towards more specific categories, particularly \"Books\" and \"Movies and TV,\" as the sequence unfolds." }, { "dim_process": 18, "seq_idx": 332, "seq_len": 62, "time_since_start": [ 0.0, 0.0, 0.5714285714285714, 0.8571428571428571, 1.0, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.2857142857142856, 2.2857142857142856, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.0, 3.5714285714285716, 3.5714285714285716, 4.0, 4.142857142857143, 4.142857142857143, 5.0, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.571428571428571, 6.857142857142857, 7.285714285714286, 7.428571428571429, 7.428571428571429, 7.714285714285714, 8.0, 8.571428571428571, 9.0, 9.857142857142858, 10.428571428571429, 10.714285714285714, 11.0, 12.571428571428571, 12.571428571428571, 13.428571428571429, 13.857142857142858, 14.0, 14.0, 14.142857142857142, 14.428571428571429, 14.571428571428571, 15.0, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.428571428571429, 16.0, 17.571428571428573, 18.0, 19.714285714285715, 20.285714285714285, 21.285714285714285, 22.142857142857142, 23.857142857142858, 25.142857142857142, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 0.0, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 1.5714285714285714, 0.42857142857142855, 1.7142857142857142, 0.5714285714285714, 1.0, 0.8571428571428571, 1.7142857142857142, 1.2857142857142858, 0.2857142857142857 ], "type_event": [ 15, 12, 4, 7, 17, 17, 2, 11, 12, 12, 1, 10, 9, 1, 4, 0, 0, 12, 17, 9, 10, 10, 12, 17, 8, 10, 7, 10, 1, 8, 17, 2, 10, 7, 10, 7, 10, 2, 17, 10, 17, 15, 17, 10, 12, 7, 17, 15, 6, 9, 4, 8, 10, 7, 0, 17, 7, 4, 7, 11, 2, 13 ], "type_text": [ "Clothing Shoes and Jewelry", "Sports and Outdoors", "Electronics", "Grocery and Gourmet Food", "Cell Phones and Accessories", "Cell Phones and Accessories", "Pet Supplies", "Home and Kitchen", "Sports and Outdoors", "Sports and Outdoors", "Tools and Home Improvement", "Books", "Office Products", "Tools and Home Improvement", "Electronics", "Other", "Other", "Sports and Outdoors", "Cell Phones and Accessories", "Office Products", "Books", "Books", "Sports and Outdoors", "Cell Phones and Accessories", "Toys and Games", "Books", "Grocery and Gourmet Food", "Books", "Tools and Home Improvement", "Toys and Games", "Cell Phones and Accessories", "Pet Supplies", "Books", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Books", "Pet Supplies", "Cell Phones and Accessories", "Books", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Books", "Sports and Outdoors", "Grocery and Gourmet Food", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Office Products", "Electronics", "Toys and Games", "Books", "Grocery and Gourmet Food", "Other", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Electronics", "Grocery and Gourmet Food", "Home and Kitchen", "Pet Supplies", "Patio Lawn and Garden" ], "description": "The sequence of product reviews begins with categories like Clothing, Shoes and Jewelry, and Sports and Outdoors, submitted early in the timeline. Electronics and Grocery categories appear shortly after, with a notable clustering of Sports and Outdoors reviews occurring around the 1.5 to 5-week mark. As time progresses, there is an increasing frequency of reviews in the Books and Grocery categories, particularly between weeks 6 and 14. The latter part of the sequence shows a mix of categories, including a resurgence in Cell Phones and Accessories, with several reviews submitted in close succession, indicating a pattern of concentrated activity in specific product types over time." }, { "dim_process": 18, "seq_idx": 333, "seq_len": 61, "time_since_start": [ 0.0, 0.8571428571428571, 1.2857142857142858, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.0, 3.0, 3.4285714285714284, 4.0, 4.285714285714286, 4.571428571428571, 5.0, 6.0, 6.142857142857143, 6.285714285714286, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 8.0, 8.285714285714286, 8.571428571428571, 9.857142857142858, 10.0, 10.857142857142858, 11.0, 11.0, 11.714285714285714, 11.857142857142858, 12.0, 12.857142857142858, 12.857142857142858, 13.0, 13.285714285714286, 13.857142857142858, 13.857142857142858, 14.0, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.0, 15.0, 17.142857142857142, 17.428571428571427, 17.571428571428573, 18.142857142857142, 18.142857142857142, 18.857142857142858, 19.0, 19.285714285714285, 19.428571428571427, 20.0, 21.0, 21.142857142857142, 24.0, 25.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 1.0, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 2.142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.0, 0.14285714285714285, 2.857142857142857, 1.0 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which consistently appears throughout the timeline, particularly in the early weeks. Reviews for the \"Kindle Store\" category begin to emerge shortly after the initial reviews and continue to appear intermittently alongside the \"Books\" reviews. There are clusters of reviews within the \"Books\" category, especially between weeks 1 and 14, with a noticeable increase in frequency. The reviews for both categories appear to be more concentrated in the earlier weeks, with fewer reviews submitted in the later weeks, particularly after week 21." }, { "dim_process": 18, "seq_idx": 334, "seq_len": 60, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.0, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 2.0, 2.5714285714285716, 2.7142857142857144, 3.4285714285714284, 3.7142857142857144, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.714285714285714, 6.428571428571429, 6.714285714285714, 7.571428571428571, 7.714285714285714, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 8.0, 8.142857142857142, 8.714285714285714, 8.857142857142858, 9.0, 9.571428571428571, 9.714285714285714, 9.714285714285714, 9.857142857142858, 10.0, 10.285714285714286, 11.0, 11.571428571428571, 11.714285714285714, 12.0, 12.857142857142858, 13.428571428571429, 13.571428571428571, 14.142857142857142, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.714285714285714, 16.714285714285715, 17.428571428571427, 17.571428571428573, 18.714285714285715, 19.714285714285715, 19.714285714285715, 20.857142857142858, 22.571428571428573, 22.857142857142858, 23.142857142857142, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.0, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 1.0, 0.0, 1.1428571428571428, 1.7142857142857142, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 12, 8, 16, 10, 10, 15, 10, 10, 10, 10, 10, 4, 10, 10, 10, 10, 10, 8, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 8, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Toys and Games", "Kindle Store", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with the majority of reviews submitted consistently over time, particularly in the early weeks. There is a notable cluster of reviews for \"Books\" in the first 11 weeks, with several reviews submitted in quick succession. Other categories such as \"Kindle Store,\" \"Sports and Outdoors,\" \"Toys and Games,\" and \"Clothing Shoes and Jewelry\" appear later in the timeline, primarily around the 7 to 12-week mark. After the initial surge, reviews for \"Books\" continue to dominate, with sporadic entries in other categories occurring less frequently as time progresses." }, { "dim_process": 18, "seq_idx": 335, "seq_len": 44, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 1.8571428571428572, 2.0, 2.2857142857142856, 2.7142857142857144, 3.0, 3.7142857142857144, 4.142857142857143, 4.285714285714286, 4.714285714285714, 5.714285714285714, 6.142857142857143, 6.571428571428571, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 9.428571428571429, 10.142857142857142, 10.428571428571429, 11.0, 11.714285714285714, 12.0, 12.857142857142858, 13.142857142857142, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.285714285714286, 14.428571428571429, 14.857142857142858, 16.0, 16.571428571428573, 17.714285714285715, 18.428571428571427, 18.857142857142858, 19.285714285714285, 19.857142857142858, 21.0, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.5714285714285714, 1.1428571428571428, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews for books, with a consistent pattern of submissions occurring over time. The reviews are clustered closely together in the early weeks, with a notable number submitted within the first 14 weeks. After this initial period, there is a gradual increase in the time between submissions, indicating a shift to less frequent reviews. A single review for the Kindle Store appears around week 14, but the focus remains predominantly on books throughout the entire sequence." }, { "dim_process": 18, "seq_idx": 336, "seq_len": 54, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 2.0, 2.0, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.0, 3.0, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.285714285714286, 5.857142857142857, 7.428571428571429, 7.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.285714285714286, 10.857142857142858, 12.142857142857142, 12.571428571428571, 13.428571428571429, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.571428571428571, 15.142857142857142, 15.428571428571429, 15.714285714285714, 16.285714285714285, 16.857142857142858, 17.0, 17.571428571428573, 18.428571428571427, 20.142857142857142, 20.428571428571427, 20.714285714285715, 21.857142857142858, 22.857142857142858, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.7142857142857142, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 1.0, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted over time. The reviews begin predominantly with books and continue to cluster within the first few weeks, with a notable presence of \"Kindle Store\" reviews appearing intermittently. As time progresses, while \"Books\" remain the primary category, \"Kindle Store\" reviews occur at specific intervals, particularly around the 2-week, 3-week, and 22-week marks. Overall, the pattern indicates a sustained interest in books, with occasional reviews of the Kindle Store interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 337, "seq_len": 73, "time_since_start": [ 0.0, 0.0, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 1.0, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.5714285714285716, 2.5714285714285716, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.0, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.285714285714286, 6.285714285714286, 7.0, 7.142857142857143, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.0, 9.0, 9.142857142857142, 9.714285714285714, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.142857142857142, 12.571428571428571, 12.571428571428571, 13.142857142857142, 13.142857142857142, 13.428571428571429, 13.428571428571429, 13.714285714285714, 14.285714285714286, 14.571428571428571, 14.571428571428571, 14.857142857142858, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.571428571428571, 16.0, 16.857142857142858, 17.142857142857142, 18.571428571428573, 19.285714285714285, 21.142857142857142, 21.285714285714285, 21.857142857142858, 23.285714285714285, 23.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.0, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.0, 0.5714285714285714, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 1.4285714285714286, 0.7142857142857143, 1.8571428571428572, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 0.0, 2.0 ], "type_event": [ 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 16, 16, 16, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on the \"Books\" category, which occurs frequently throughout the timeline. Reviews for the \"Kindle Store\" category appear less frequently but tend to cluster around specific periods, particularly in the earlier weeks and again towards the end of the sequence. Initially, both categories see submissions within the first week, but as time progresses, \"Books\" reviews dominate the timeline, with notable spikes in activity around weeks 7 and 12. The later weeks show a gradual increase in \"Kindle Store\" reviews, suggesting a potential shift in focus as the sequence unfolds." }, { "dim_process": 18, "seq_idx": 338, "seq_len": 99, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.0, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 2.857142857142857, 2.857142857142857, 2.857142857142857, 2.857142857142857, 3.0, 3.0, 3.0, 3.0, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 4.0, 4.285714285714286, 4.857142857142857, 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0.7142857142857143, 0.5714285714285714, 0.0, 1.5714285714285714, 0.0, 1.5714285714285714, 0.2857142857142857 ], "type_event": [ 11, 9, 15, 8, 2, 13, 4, 13, 11, 11, 4, 13, 7, 2, 8, 1, 11, 9, 6, 11, 7, 9, 11, 13, 14, 15, 9, 11, 1, 7, 3, 11, 1, 14, 15, 11, 4, 11, 3, 1, 7, 10, 13, 11, 13, 11, 1, 13, 13, 1, 11, 4, 1, 4, 13, 15, 15, 14, 12, 12, 15, 12, 11, 12, 11, 9, 12, 15, 15, 12, 15, 7, 13, 12, 15, 11, 7, 14, 4, 9, 14, 13, 11, 11, 0, 12, 14, 11, 15, 12, 14, 12, 12, 3, 15, 9, 15, 17, 12 ], "type_text": [ "Home and Kitchen", "Office Products", "Clothing Shoes and Jewelry", "Toys and Games", "Pet Supplies", "Patio Lawn and Garden", "Electronics", "Patio Lawn and Garden", "Home and Kitchen", "Home and Kitchen", "Electronics", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Pet Supplies", "Toys and Games", "Tools and Home Improvement", "Home and Kitchen", "Office Products", "Industrial and Scientific", "Home and Kitchen", "Grocery and Gourmet Food", "Office Products", "Home and Kitchen", "Patio Lawn and Garden", "Movies and TV", "Clothing Shoes and Jewelry", "Office Products", "Home and Kitchen", "Tools and Home Improvement", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Home and Kitchen", "Tools and Home Improvement", "Movies and TV", "Clothing Shoes and Jewelry", "Home and Kitchen", "Electronics", "Home and Kitchen", "Arts Crafts and Sewing", "Tools and Home Improvement", "Grocery and Gourmet Food", "Books", "Patio Lawn and Garden", "Home and Kitchen", "Patio Lawn and Garden", "Home and Kitchen", "Tools and Home Improvement", "Patio Lawn and Garden", "Patio Lawn and Garden", "Tools and Home Improvement", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Electronics", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Movies and TV", "Sports and Outdoors", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Office Products", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Movies and TV", "Electronics", "Office Products", "Movies and TV", "Patio Lawn and Garden", "Home and Kitchen", "Home and Kitchen", "Other", "Sports and Outdoors", "Movies and TV", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Movies and TV", "Sports and Outdoors", "Sports and Outdoors", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Office Products", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the initial weeks, predominantly in Home and Kitchen, Office Products, and Clothing Shoes and Jewelry. As time progresses, there is a noticeable clustering of reviews around specific categories such as Electronics, Patio Lawn and Garden, and Sports and Outdoors, particularly in the later weeks. The frequency of reviews generally increases over time, with a significant number of submissions occurring between weeks 2 and 15, highlighting a trend towards a broader variety of categories as the user continues to engage with different product types. Additionally, there is a recurring focus on Home and Kitchen items throughout the sequence, indicating consistent interest in this category." }, { "dim_process": 18, "seq_idx": 339, "seq_len": 80, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 3.0, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.0, 5.857142857142857, 6.0, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.0, 8.0, 8.142857142857142, 8.285714285714286, 9.0, 9.142857142857142, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.857142857142858, 14.0, 14.285714285714286, 14.714285714285714, 14.857142857142858, 15.0, 15.428571428571429, 15.857142857142858, 16.0, 16.285714285714285, 16.857142857142858, 17.0, 17.428571428571427, 17.857142857142858, 18.0, 18.285714285714285, 19.0, 19.142857142857142, 19.285714285714285, 20.0, 20.142857142857142, 20.428571428571427, 21.142857142857142, 22.0, 22.285714285714285, 23.0, 23.857142857142858, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category throughout the entire timeline. Reviews are submitted at regular intervals, particularly clustered in the early weeks, with a noticeable continuation of submissions over a prolonged period. There are no significant shifts in category, as all entries remain within the same type, indicating a sustained engagement with books over time. The frequency of reviews appears to gradually decrease in the later weeks, suggesting a trend of diminishing submission rates as time progresses." }, { "dim_process": 18, "seq_idx": 340, "seq_len": 51, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.0, 1.2857142857142858, 1.5714285714285714, 2.2857142857142856, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 5.142857142857143, 6.142857142857143, 6.857142857142857, 7.0, 7.428571428571429, 7.571428571428571, 8.0, 8.142857142857142, 8.428571428571429, 8.428571428571429, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.0, 10.571428571428571, 11.857142857142858, 12.0, 12.285714285714286, 12.428571428571429, 12.714285714285714, 13.857142857142858, 14.285714285714286, 14.714285714285714, 15.0, 15.142857142857142, 16.285714285714285, 16.714285714285715, 17.285714285714285, 18.428571428571427, 20.714285714285715, 21.571428571428573, 21.857142857142858, 22.142857142857142, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 2.2857142857142856, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 2.142857142857143 ], "type_event": [ 10, 10, 15, 8, 9, 12, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 4, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Clothing Shoes and Jewelry", "Toys and Games", "Office Products", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a strong initial focus on the \"Books\" category, with multiple reviews submitted in the first few weeks. After this period, reviews for \"Kindle Store\" and other categories such as \"Clothing Shoes and Jewelry,\" \"Toys and Games,\" and \"Electronics\" appear, but they are less frequent. The \"Books\" category continues to dominate throughout the sequence, with clusters of reviews occurring at various intervals. Notably, reviews for the \"Kindle Store\" increase in frequency around the 3-week mark and again later, indicating a pattern of sustained interest in both books and Kindle-related products over time." }, { "dim_process": 18, "seq_idx": 341, "seq_len": 49, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 2.857142857142857, 3.2857142857142856, 4.428571428571429, 4.571428571428571, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.714285714285714, 7.0, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.0, 9.714285714285714, 10.428571428571429, 10.857142857142858, 11.0, 11.714285714285714, 11.857142857142858, 12.714285714285714, 12.857142857142858, 13.0, 13.428571428571429, 13.714285714285714, 13.714285714285714, 13.714285714285714, 14.714285714285714, 14.857142857142858, 15.428571428571429, 15.857142857142858, 16.0, 16.285714285714285, 16.714285714285715, 16.857142857142858, 18.571428571428573, 19.571428571428573, 19.857142857142858, 20.857142857142858, 21.0, 22.714285714285715, 22.857142857142858, 23.428571428571427, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 1.5714285714285714, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.0, 1.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.7142857142857142, 1.0, 0.2857142857142857, 1.0, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 13, 2, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Pet Supplies", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a consistent pattern of submissions occurring predominantly in the early weeks. The reviews for \"Books\" are clustered together, particularly within the first 24 weeks, with only a few reviews for other categories appearing around the 13-week mark. Notably, the user begins to explore other categories such as \"Patio Lawn and Garden,\" \"Pet Supplies,\" and \"Kindle Store\" at week 13, but returns to reviewing \"Books\" shortly after, indicating a sustained interest in that category throughout the sequence. The frequency of reviews for \"Books\" remains high, with only occasional diversions to other categories later in the timeline." }, { "dim_process": 18, "seq_idx": 342, "seq_len": 48, "time_since_start": [ 0.0, 0.7142857142857143, 1.0, 1.1428571428571428, 1.4285714285714286, 2.2857142857142856, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.857142857142857, 6.428571428571429, 6.571428571428571, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.714285714285714, 9.428571428571429, 9.571428571428571, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.0, 11.571428571428571, 12.285714285714286, 12.714285714285714, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.0, 14.428571428571429, 15.0, 15.571428571428571, 16.285714285714285, 16.428571428571427, 17.142857142857142, 17.571428571428573, 18.0, 18.285714285714285, 18.428571428571427, 20.857142857142858, 21.571428571428573, 22.0, 22.285714285714285, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 2.4285714285714284, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 3.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over the initial weeks. The first review of the \"Kindle Store\" category occurs after several weeks of exclusively reviewing books, indicating a shift in focus. There are clusters of reviews for both categories, with \"Books\" continuing to be the primary category throughout the timeline, while \"Kindle Store\" reviews appear less frequently and are interspersed among the book reviews. Overall, the trend shows a sustained engagement with books, with occasional reviews of the Kindle Store emerging after an extended period of book reviews." }, { "dim_process": 18, "seq_idx": 343, "seq_len": 67, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 2.7142857142857144, 2.857142857142857, 3.0, 3.0, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.857142857142857, 4.0, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.571428571428571, 5.428571428571429, 6.0, 6.571428571428571, 6.714285714285714, 6.714285714285714, 6.714285714285714, 6.714285714285714, 6.714285714285714, 7.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.857142857142858, 8.857142857142858, 8.857142857142858, 9.428571428571429, 9.571428571428571, 9.571428571428571, 15.142857142857142, 15.142857142857142, 15.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 1.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 5.571428571428571, 0.0, 0.0 ], "type_event": [ 12, 0, 10, 9, 15, 8, 5, 14, 2, 1, 3, 17, 0, 14, 12, 6, 4, 0, 12, 12, 10, 12, 0, 0, 4, 12, 12, 1, 8, 15, 15, 12, 15, 0, 17, 1, 12, 4, 15, 4, 12, 11, 12, 0, 12, 12, 12, 12, 15, 0, 11, 12, 13, 15, 12, 4, 15, 10, 5, 8, 12, 12, 12, 17, 15, 12, 17 ], "type_text": [ "Sports and Outdoors", "Other", "Books", "Office Products", "Clothing Shoes and Jewelry", "Toys and Games", "Automotive", "Movies and TV", "Pet Supplies", "Tools and Home Improvement", "Arts Crafts and Sewing", "Cell Phones and Accessories", "Other", "Movies and TV", "Sports and Outdoors", "Industrial and Scientific", "Electronics", "Other", "Sports and Outdoors", "Sports and Outdoors", "Books", "Sports and Outdoors", "Other", "Other", "Electronics", "Sports and Outdoors", "Sports and Outdoors", "Tools and Home Improvement", "Toys and Games", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Other", "Cell Phones and Accessories", "Tools and Home Improvement", "Sports and Outdoors", "Electronics", "Clothing Shoes and Jewelry", "Electronics", "Sports and Outdoors", "Home and Kitchen", "Sports and Outdoors", "Other", "Sports and Outdoors", "Sports and Outdoors", "Sports and Outdoors", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Sports and Outdoors", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Electronics", "Clothing Shoes and Jewelry", "Books", "Automotive", "Toys and Games", "Sports and Outdoors", "Sports and Outdoors", "Sports and Outdoors", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Cell Phones and Accessories" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first week, predominantly featuring Sports and Outdoors, Other, and Books. As time progresses, there is a noticeable clustering of Sports and Outdoors reviews, particularly around the 0.57 to 6.71 week mark, with multiple entries in this category. Clothing Shoes and Jewelry also shows a significant presence, particularly in the later weeks, with several reviews concentrated around weeks 2.86 to 15.14. Electronics and Other categories appear intermittently throughout the sequence, while Toys and Games and Automotive reviews are more sporadic. Overall, the trend indicates a strong and consistent focus on Sports and Outdoors, with Clothing Shoes and Jewelry gaining prominence in the later stages." }, { "dim_process": 18, "seq_idx": 344, "seq_len": 43, "time_since_start": [ 0.0, 0.2857142857142857, 2.0, 2.857142857142857, 3.2857142857142856, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.0, 6.0, 6.857142857142857, 7.571428571428571, 8.142857142857142, 8.857142857142858, 8.857142857142858, 9.285714285714286, 9.571428571428571, 9.571428571428571, 9.857142857142858, 11.428571428571429, 11.714285714285714, 12.285714285714286, 12.285714285714286, 12.714285714285714, 13.428571428571429, 13.714285714285714, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.571428571428571, 16.285714285714285, 16.571428571428573, 16.857142857142858, 18.571428571428573, 20.0, 20.428571428571427, 21.285714285714285, 22.0, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 1.7142857142857142, 0.8571428571428571, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.8571428571428571, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 1.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.0, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 1.4285714285714286, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over time, particularly in the earlier weeks. The \"Kindle Store\" category appears intermittently, primarily clustered around the 2-week, 6-week, 8-week, 9-week, 12-week, and 22-week marks. Overall, the reviews trend towards a higher frequency of submissions in the first half of the timeline, with a gradual tapering off as time progresses, while the \"Kindle Store\" reviews are more sporadic and occur later in the sequence." }, { "dim_process": 18, "seq_idx": 345, "seq_len": 53, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 3.7142857142857144, 4.857142857142857, 5.0, 5.857142857142857, 6.857142857142857, 7.142857142857143, 7.571428571428571, 7.714285714285714, 8.0, 8.285714285714286, 8.571428571428571, 9.428571428571429, 9.857142857142858, 10.0, 10.285714285714286, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.571428571428571, 12.285714285714286, 12.428571428571429, 12.714285714285714, 13.0, 13.714285714285714, 14.857142857142858, 15.142857142857142, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.428571428571427, 16.571428571428573, 17.857142857142858, 19.857142857142858, 20.714285714285715, 21.142857142857142, 21.714285714285715, 22.857142857142858, 23.857142857142858, 24.0, 24.142857142857142, 24.285714285714285, 24.571428571428573, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 3.0, 1.1428571428571428, 0.14285714285714285, 0.8571428571428571, 1.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 2.0, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571 ], "type_event": [ 10, 10, 16, 16, 16, 16, 10, 16, 16, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. There is a notable cluster of reviews for the \"Kindle Store\" category occurring primarily between weeks 0.29 and 8.57, after which there is a shift back to a predominance of \"Books\" reviews. The reviews for \"Books\" continue to dominate the sequence, especially from weeks 10 to 25, with only a few reviews for the \"Kindle Store\" appearing intermittently. Overall, the trend indicates an early emphasis on both categories, followed by a sustained focus on \"Books\" as time progresses." }, { "dim_process": 18, "seq_idx": 346, "seq_len": 52, "time_since_start": [ 0.0, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.1428571428571428, 2.4285714285714284, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 4.142857142857143, 4.142857142857143, 4.428571428571429, 4.428571428571429, 5.142857142857143, 6.142857142857143, 6.857142857142857, 6.857142857142857, 7.0, 7.142857142857143, 7.571428571428571, 7.571428571428571, 8.428571428571429, 8.714285714285714, 9.0, 9.857142857142858, 10.571428571428571, 10.571428571428571, 10.714285714285714, 10.714285714285714, 10.857142857142858, 12.857142857142858, 13.714285714285714, 13.714285714285714, 15.0, 15.285714285714286, 15.285714285714286, 15.857142857142858, 16.0, 16.142857142857142, 16.428571428571427, 16.428571428571427, 16.571428571428573, 17.285714285714285, 18.142857142857142, 18.142857142857142, 18.714285714285715, 19.428571428571427, 19.428571428571427, 20.571428571428573, 23.571428571428573, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 1.2857142857142858, 0.8571428571428571, 0.14285714285714285, 0.0, 0.7142857142857143, 0.0, 0.2857142857142857, 0.0, 0.7142857142857143, 1.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 2.0, 0.8571428571428571, 0.0, 1.2857142857142858, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.0, 0.5714285714285714, 0.7142857142857143, 0.0, 1.1428571428571428, 3.0, 1.0 ], "type_event": [ 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 3, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 16, 10, 10, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing books, with a notable frequency of Kindle Store reviews interspersed throughout. The reviews for books dominate the earlier weeks, with a gradual introduction of Kindle Store reviews starting around the first week. As time progresses, there are clusters of Kindle Store reviews appearing more frequently, particularly in the later weeks. The user also diversifies with a review in the Arts Crafts and Sewing category around the ninth week, but the focus remains predominantly on books and Kindle Store reviews throughout the timeline." }, { "dim_process": 18, "seq_idx": 347, "seq_len": 44, "time_since_start": [ 0.0, 0.8571428571428571, 2.142857142857143, 2.142857142857143, 3.4285714285714284, 3.5714285714285716, 4.0, 4.571428571428571, 5.142857142857143, 5.428571428571429, 5.428571428571429, 6.857142857142857, 7.0, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.857142857142858, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.285714285714286, 12.0, 12.428571428571429, 12.714285714285714, 12.714285714285714, 12.714285714285714, 13.142857142857142, 14.142857142857142, 14.857142857142858, 15.0, 15.714285714285714, 16.142857142857142, 16.285714285714285, 17.0, 17.285714285714285, 19.142857142857142, 19.285714285714285, 20.0, 21.428571428571427, 22.0, 24.0, 24.285714285714285, 25.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 1.2857142857142858, 0.0, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.0, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142, 0.42857142857142855, 0.2857142857142857, 0.0, 0.0, 0.42857142857142855, 1.0, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.8571428571428572, 0.14285714285714285, 0.7142857142857143, 1.4285714285714286, 0.5714285714285714, 2.0, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 10, 10, 14, 10, 10, 10, 10, 10, 11, 11, 10, 10, 10, 10, 7, 10, 7, 2, 10, 10, 10, 10, 14, 10, 11, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 10, 4, 10, 16, 2, 10 ], "type_text": [ "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Home and Kitchen", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Pet Supplies", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Home and Kitchen", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Electronics", "Books", "Kindle Store", "Pet Supplies", "Books" ], "description": "The sequence of product reviews shows a consistent focus on books, with the majority of reviews falling within the early to mid-period of the timeline. Reviews for movies and TV appear early in the sequence, while home and kitchen products are reviewed shortly after. Grocery and gourmet food reviews cluster around the mid-point, and pet supplies appear later in the sequence. The user continues to submit reviews predominantly for books throughout the entire timeline, with a notable increase in frequency towards the end." }, { "dim_process": 18, "seq_idx": 348, "seq_len": 44, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.0, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.7142857142857144, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.428571428571429, 5.571428571428571, 6.285714285714286, 7.285714285714286, 8.142857142857142, 8.571428571428571, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.857142857142858, 11.571428571428571, 11.714285714285714, 12.571428571428571, 12.714285714285714, 13.142857142857142, 14.142857142857142, 14.571428571428571, 15.571428571428571, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.714285714285715, 18.571428571428573, 18.857142857142858, 19.428571428571427, 21.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 1.0, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 1.0, 0.42857142857142855, 1.0, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The reviews begin with a cluster of \"Books\" reviews in the initial weeks, continuing steadily for several weeks before a single review for the \"Kindle Store\" appears. Following this, the user resumes submitting reviews primarily for \"Books,\" with no significant variation in category throughout the timeline. The reviews maintain a regular frequency, with clusters of reviews occurring primarily in the earlier weeks and continuing at a slower pace into the later weeks." }, { "dim_process": 18, "seq_idx": 349, "seq_len": 53, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 3.0, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.285714285714286, 5.571428571428571, 5.571428571428571, 5.857142857142857, 5.857142857142857, 6.0, 6.714285714285714, 6.714285714285714, 7.714285714285714, 7.714285714285714, 8.0, 8.571428571428571, 9.714285714285714, 9.714285714285714, 10.285714285714286, 11.0, 11.142857142857142, 11.428571428571429, 12.0, 12.714285714285714, 12.857142857142858, 13.0, 13.857142857142858, 14.0, 14.285714285714286, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.571428571428571, 16.857142857142858, 17.428571428571427, 17.857142857142858, 18.857142857142858, 23.0, 24.428571428571427, 24.428571428571427, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 1.0, 0.0, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.0, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 0.5714285714285714, 0.42857142857142855, 1.0, 4.142857142857143, 1.4285714285714286, 0.0, 0.42857142857142855 ], "type_event": [ 11, 10, 10, 10, 10, 11, 2, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2, 10, 15, 6, 10, 10, 2, 2, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 2, 10, 7, 10 ], "type_text": [ "Home and Kitchen", "Books", "Books", "Books", "Books", "Home and Kitchen", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Books", "Books", "Pet Supplies", "Pet Supplies", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Grocery and Gourmet Food", "Books" ], "description": "The sequence of product reviews begins with a mix of categories, including Home and Kitchen and Books, but quickly shows a strong preference for Books, which dominate the early timeline. Over the first few weeks, there is a notable concentration of Book reviews, with several clusters occurring in rapid succession. Pet Supplies reviews emerge intermittently, primarily after the initial surge of Book reviews, and there are also occasional entries for other categories such as Clothing and Industrial products. As time progresses, the frequency of Book reviews remains high, with additional reviews for Kindle Store and Grocery and Gourmet Food appearing later in the timeline, indicating a sustained interest in Books throughout the review period." }, { "dim_process": 18, "seq_idx": 350, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 1.1428571428571428, 1.7142857142857142, 3.7142857142857144, 3.857142857142857, 5.857142857142857, 6.428571428571429, 6.714285714285714, 6.714285714285714, 6.857142857142857, 8.571428571428571, 8.571428571428571, 13.285714285714286, 13.857142857142858, 13.857142857142858, 15.0, 15.142857142857142, 15.142857142857142, 15.857142857142858, 15.857142857142858, 17.428571428571427, 17.714285714285715, 17.714285714285715, 18.285714285714285, 18.571428571428573, 19.857142857142858, 20.285714285714285, 20.714285714285715, 20.714285714285715, 21.142857142857142, 21.571428571428573, 22.714285714285715, 22.714285714285715, 22.857142857142858, 23.0, 23.285714285714285, 23.428571428571427, 24.142857142857142, 24.142857142857142, 24.285714285714285, 24.285714285714285, 24.571428571428573, 25.285714285714285, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.5714285714285714, 2.0, 0.14285714285714285, 2.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 1.7142857142857142, 0.0, 4.714285714285714, 0.5714285714285714, 0.0, 1.1428571428571428, 0.14285714285714285, 0.0, 0.7142857142857143, 0.0, 1.5714285714285714, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 1.2857142857142858, 0.42857142857142855, 0.42857142857142855, 0.0, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857 ], "type_event": [ 0, 15, 10, 14, 10, 14, 14, 14, 14, 15, 10, 14, 14, 7, 14, 14, 10, 14, 16, 10, 16, 10, 14, 10, 10, 16, 10, 10, 16, 10, 4, 14, 13, 10, 10, 14, 10, 14, 10, 10, 14, 16, 10, 16, 16, 14, 16 ], "type_text": [ "Other", "Clothing Shoes and Jewelry", "Books", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Clothing Shoes and Jewelry", "Books", "Movies and TV", "Movies and TV", "Grocery and Gourmet Food", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Kindle Store", "Books", "Kindle Store", "Books", "Movies and TV", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Electronics", "Movies and TV", "Patio Lawn and Garden", "Books", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Books", "Movies and TV", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Movies and TV", "Kindle Store" ], "description": "The sequence of product reviews shows a varied pattern of engagement with different categories over time. Initially, the user reviews a mix of categories, including \"Other\" and \"Clothing Shoes and Jewelry,\" but then shows a strong focus on \"Movies and TV\" starting from around the first week, which continues to dominate the reviews for several weeks. The user also exhibits a consistent interest in \"Books,\" with multiple reviews clustered around the 6 to 24-week mark, indicating a sustained engagement with this category. Additionally, there are notable entries for the \"Kindle Store,\" which appear later in the sequence, suggesting an increasing interest in digital reading materials. Overall, the reviews reflect a trend of clustering around specific categories, particularly \"Movies and TV\" and \"Books,\" with a gradual introduction of other categories as time progresses." }, { "dim_process": 18, "seq_idx": 351, "seq_len": 51, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.5714285714285714, 1.7142857142857142, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 3.0, 3.2857142857142856, 4.0, 4.571428571428571, 4.857142857142857, 5.714285714285714, 6.0, 6.285714285714286, 7.0, 7.142857142857143, 7.714285714285714, 7.857142857142857, 8.0, 8.428571428571429, 8.571428571428571, 9.0, 9.428571428571429, 9.714285714285714, 10.0, 10.142857142857142, 11.0, 11.571428571428571, 11.714285714285714, 12.0, 12.428571428571429, 12.857142857142858, 13.0, 13.428571428571429, 13.857142857142858, 14.0, 14.285714285714286, 14.428571428571429, 15.0, 16.0, 16.428571428571427, 16.571428571428573, 17.0, 19.0, 20.142857142857142, 21.0, 22.571428571428573, 25.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 2.0, 1.1428571428571428, 0.8571428571428571, 1.5714285714285714, 2.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user consists exclusively of reviews for books, with no variation in category. The reviews are consistently submitted over a span of time, beginning at week zero and continuing through to week twenty-five. The frequency of reviews appears to be relatively high in the initial weeks, with several reviews clustered closely together, and then gradually tapering off as the timeline progresses. Overall, the trend indicates a sustained interest in reviewing books, predominantly concentrated in the earlier weeks of the sequence." }, { "dim_process": 18, "seq_idx": 352, "seq_len": 43, "time_since_start": [ 0.0, 1.1428571428571428, 1.4285714285714286, 2.2857142857142856, 2.857142857142857, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.285714285714286, 5.142857142857143, 5.571428571428571, 6.142857142857143, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.714285714285714, 8.142857142857142, 8.857142857142858, 9.0, 9.142857142857142, 10.714285714285714, 11.0, 11.142857142857142, 11.857142857142858, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 14.142857142857142, 14.714285714285714, 14.857142857142858, 15.571428571428571, 15.857142857142858, 16.142857142857142, 17.142857142857142, 19.142857142857142, 20.571428571428573, 21.571428571428573, 22.142857142857142, 23.285714285714285, 24.0 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 1.0, 2.0, 1.4285714285714286, 1.0, 0.5714285714285714, 1.1428571428571428, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user shows a consistent pattern of reviewing books over time, with all entries categorized under the same type. The reviews begin at the start of the timeline and continue steadily, with a notable cluster of reviews occurring in the early weeks, particularly within the first 16 weeks. As the timeline progresses, the frequency of reviews remains relatively stable, with some intervals of increased activity noted towards the later weeks. Overall, the user demonstrates a sustained engagement with the book category throughout the entire period." }, { "dim_process": 18, "seq_idx": 353, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 1.2857142857142858, 2.0, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 3.0, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.428571428571429, 4.428571428571429, 4.571428571428571, 5.571428571428571, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.714285714285714, 9.857142857142858, 11.714285714285714, 12.571428571428571, 12.571428571428571, 13.0, 13.428571428571429, 13.857142857142858, 14.142857142857142, 14.428571428571429, 15.571428571428571, 15.714285714285714, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.142857142857142, 17.571428571428573, 18.0, 18.0, 20.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 1.0, 1.8571428571428572, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.8571428571428572, 0.8571428571428571, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.0, 2.7142857142857144 ], "type_event": [ 16, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10, 16 ], "type_text": [ "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a mix of Kindle Store and Books reviews, with a slight increase in frequency of Books reviews as time progresses. Early on, there is a noticeable cluster of Kindle Store reviews, but as time continues, the majority of reviews shift towards Books, particularly between the 3rd and 14th weeks. Towards the later stages, there is a resurgence of Kindle Store reviews, particularly in the last few weeks, indicating a pattern where Books reviews dominate initially, followed by a later increase in Kindle Store reviews. Overall, the trend shows a clear transition from a balanced start to a predominance of Books reviews, with intermittent Kindle Store reviews throughout the sequence." }, { "dim_process": 18, "seq_idx": 354, "seq_len": 61, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.0, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.428571428571429, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.0, 9.0, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.428571428571429, 11.714285714285714, 12.0, 12.285714285714286, 12.428571428571429, 12.428571428571429, 13.0, 13.571428571428571, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 17.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 3.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16, 16, 16, 10, 16, 16, 16, 10, 10, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. As time progresses, there is a gradual introduction of reviews for the \"Kindle Store\" category, which starts appearing around the 5-week mark and becomes more frequent in the latter part of the sequence. The reviews for \"Books\" continue to be submitted consistently throughout the entire period, with a notable clustering of reviews occurring in the earlier weeks, while reviews for the \"Kindle Store\" tend to appear more prominently in the later weeks. Overall, the pattern indicates a sustained interest in \"Books,\" with an increasing engagement with the \"Kindle Store\" as time goes on." }, { "dim_process": 18, "seq_idx": 355, "seq_len": 51, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 4.0, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.0, 5.285714285714286, 5.714285714285714, 6.285714285714286, 6.571428571428571, 7.142857142857143, 7.714285714285714, 7.857142857142857, 9.428571428571429, 10.0, 10.285714285714286, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.714285714285714, 11.857142857142858, 13.285714285714286, 13.571428571428571, 14.0, 14.142857142857142, 14.857142857142858, 15.0, 16.428571428571427, 16.714285714285715, 18.0, 18.714285714285715, 19.142857142857142, 19.428571428571427, 22.142857142857142, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 1.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 1.2857142857142858, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 2.7142857142857144, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a significant number of reviews submitted over a prolonged period. The first review is submitted shortly after the start, with a few early reviews in the \"Kindle Store\" category appearing around the 1.14-week mark. The majority of reviews cluster closely together in the initial weeks, with a gradual continuation of reviews over time, particularly in the \"Books\" category, which remains the dominant focus throughout the entire sequence. There are no significant gaps in the pattern, indicating a steady engagement with the product category across the timeline." }, { "dim_process": 18, "seq_idx": 356, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.4285714285714286, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 6.714285714285714, 6.714285714285714, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.714285714285714, 9.428571428571429, 9.857142857142858, 10.857142857142858, 11.571428571428571, 11.571428571428571, 12.0, 12.571428571428571, 12.571428571428571, 12.857142857142858, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.428571428571429, 14.857142857142858, 14.857142857142858, 15.285714285714286, 15.571428571428571, 16.714285714285715, 16.714285714285715, 16.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.0, 2.2857142857142856, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 1.0, 0.7142857142857143, 0.0, 0.42857142857142855, 0.5714285714285714, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.0, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.0, 0.14285714285714285 ], "type_event": [ 10, 16, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16, 10, 16, 4, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Electronics", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable number of reviews submitted shortly after the initial entries. The \"Kindle Store\" reviews appear intermittently, often following clusters of \"Books\" reviews. Over time, there is a gradual increase in the frequency of reviews, particularly in the \"Books\" category, with a few reviews for \"Electronics\" emerging later in the sequence. Overall, reviews for \"Books\" dominate the early and middle periods, while \"Kindle Store\" reviews are more sporadic but still present throughout." }, { "dim_process": 18, "seq_idx": 357, "seq_len": 61, "time_since_start": [ 0.0, 0.14285714285714285, 3.142857142857143, 4.142857142857143, 4.428571428571429, 4.428571428571429, 4.571428571428571, 4.571428571428571, 5.0, 7.714285714285714, 8.142857142857142, 9.0, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.142857142857142, 10.571428571428571, 11.428571428571429, 11.428571428571429, 12.0, 12.142857142857142, 12.142857142857142, 12.285714285714286, 12.285714285714286, 12.428571428571429, 12.428571428571429, 12.571428571428571, 12.571428571428571, 12.714285714285714, 12.714285714285714, 12.857142857142858, 12.857142857142858, 13.0, 13.0, 13.142857142857142, 13.142857142857142, 13.285714285714286, 13.285714285714286, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.571428571428571, 15.285714285714286, 15.285714285714286, 15.428571428571429, 15.428571428571429, 15.571428571428571, 15.571428571428571, 16.142857142857142, 16.571428571428573, 17.285714285714285, 19.428571428571427, 19.428571428571427, 19.571428571428573, 21.428571428571427, 22.428571428571427, 23.142857142857142, 23.428571428571427, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 3.0, 1.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 2.7142857142857144, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 2.142857142857143, 0.0, 0.14285714285714285, 1.8571428571428572, 1.0, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855 ], "type_event": [ 16, 10, 10, 16, 10, 16, 16, 10, 16, 10, 10, 16, 16, 10, 10, 16, 16, 10, 16, 10, 16, 10, 10, 16, 16, 10, 16, 10, 16, 10, 10, 16, 16, 10, 10, 16, 10, 16, 10, 16, 16, 10, 10, 16, 10, 16, 16, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of alternating between the Kindle Store and Books categories, with a notable clustering of events in the early weeks. Initially, reviews for Books appear more frequently, but as time progresses, the reviews for the Kindle Store increase in frequency, particularly around the 12-week mark. The later weeks also show a trend of sustained activity in both categories, with a slight increase in Kindle Store reviews towards the end of the sequence. Overall, there is a balanced distribution of reviews across both categories, with a gradual shift towards more Kindle Store reviews as the timeline advances." }, { "dim_process": 18, "seq_idx": 358, "seq_len": 55, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.0, 1.2857142857142858, 1.7142857142857142, 2.0, 2.4285714285714284, 2.857142857142857, 3.0, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 5.0, 5.571428571428571, 6.0, 6.714285714285714, 7.0, 8.0, 8.857142857142858, 9.714285714285714, 9.857142857142858, 10.0, 10.857142857142858, 11.0, 11.571428571428571, 11.571428571428571, 11.857142857142858, 12.0, 12.0, 12.857142857142858, 13.0, 13.714285714285714, 14.0, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.0, 16.142857142857142, 17.0, 17.857142857142858, 17.857142857142858, 18.142857142857142, 19.0, 20.285714285714285, 21.0, 21.857142857142858, 22.0, 22.0, 23.0, 23.142857142857142, 23.857142857142858, 24.0, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 1.0, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.0, 0.2857142857142857, 0.8571428571428571, 1.2857142857142858, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.0, 1.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 17, 10, 10, 10, 10, 10, 4, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 1, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Cell Phones and Accessories", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted consistently over the first several weeks. There is a notable introduction of reviews in the \"Kindle Store\" and \"Cell Phones and Accessories\" categories around week 11 and 12, but the majority of reviews continue to be for \"Books.\" After week 22, there is a brief appearance of \"Tools and Home Improvement\" before returning to \"Books.\" Overall, the reviews primarily cluster around the \"Books\" category throughout the timeline, with only a few instances of other categories interspersed." }, { "dim_process": 18, "seq_idx": 359, "seq_len": 82, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 1.0, 1.0, 1.0, 1.0, 1.0, 1.1428571428571428, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 2.857142857142857, 3.0, 3.0, 3.0, 4.714285714285714, 4.714285714285714, 5.428571428571429, 5.714285714285714, 5.714285714285714, 6.285714285714286, 6.285714285714286, 6.714285714285714, 8.142857142857142, 8.285714285714286, 8.285714285714286, 8.571428571428571, 8.571428571428571, 8.714285714285714, 9.0, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.571428571428571, 15.428571428571429, 15.428571428571429, 15.571428571428571, 15.571428571428571, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.0, 16.0, 16.285714285714285, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.571428571428573, 17.571428571428573, 17.714285714285715, 18.0, 18.0, 18.285714285714285, 18.285714285714285, 18.285714285714285, 18.714285714285715, 18.857142857142858, 18.857142857142858, 19.142857142857142, 19.428571428571427, 19.428571428571427, 19.714285714285715, 19.857142857142858, 20.857142857142858, 21.857142857142858, 21.857142857142858, 24.142857142857142, 24.285714285714285, 24.285714285714285, 24.428571428571427, 24.571428571428573, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 1.7142857142857142, 0.0, 0.7142857142857143, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855, 5.857142857142857, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 1.0, 1.0, 0.0, 2.2857142857142856, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 15, 12, 15, 11, 15, 12, 10, 6, 1, 12, 0, 15, 12, 10, 15, 10, 11, 10, 0, 15, 11, 0, 4, 15, 10, 10, 12, 7, 10, 10, 15, 15, 9, 10, 10, 12, 10, 7, 9, 12, 2, 10, 10, 0, 12, 11, 10, 12, 15, 10, 3, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 0, 11, 3, 10, 12, 12, 10, 5, 12, 4, 12, 10, 1, 13, 11, 11, 12, 1, 15, 4, 12 ], "type_text": [ "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Industrial and Scientific", "Tools and Home Improvement", "Sports and Outdoors", "Other", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Books", "Other", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Electronics", "Clothing Shoes and Jewelry", "Books", "Books", "Sports and Outdoors", "Grocery and Gourmet Food", "Books", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Office Products", "Books", "Books", "Sports and Outdoors", "Books", "Grocery and Gourmet Food", "Office Products", "Sports and Outdoors", "Pet Supplies", "Books", "Books", "Other", "Sports and Outdoors", "Home and Kitchen", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Other", "Home and Kitchen", "Arts Crafts and Sewing", "Books", "Sports and Outdoors", "Sports and Outdoors", "Books", "Automotive", "Sports and Outdoors", "Electronics", "Sports and Outdoors", "Books", "Tools and Home Improvement", "Patio Lawn and Garden", "Home and Kitchen", "Home and Kitchen", "Sports and Outdoors", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Electronics", "Sports and Outdoors" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with particular clusters of activity. Initially, reviews for Clothing, Shoes and Jewelry, and Sports and Outdoors are prominent in the first week, followed by a gradual introduction of other categories such as Books and Home and Kitchen within the first few weeks. As time progresses, there is a noticeable increase in the frequency of Book reviews, particularly around the 15 to 20-week mark, while other categories like Sports and Outdoors and Home and Kitchen also see consistent engagement. Towards the later weeks, there is a mix of reviews across various categories, including Electronics and Tools and Home Improvement, indicating a broadening of interests over the review period." }, { "dim_process": 18, "seq_idx": 360, "seq_len": 45, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.857142857142857, 6.857142857142857, 7.0, 7.0, 7.857142857142857, 7.857142857142857, 9.857142857142858, 9.857142857142858, 10.857142857142858, 13.857142857142858, 13.857142857142858, 14.0, 14.285714285714286, 14.857142857142858, 17.857142857142858, 18.714285714285715, 19.142857142857142, 19.142857142857142, 19.142857142857142, 21.142857142857142, 21.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 5.428571428571429, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.8571428571428571, 0.0, 2.0, 0.0, 1.0, 3.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 3.0, 0.8571428571428571, 0.42857142857142855, 0.0, 0.0, 2.0, 0.0 ], "type_event": [ 3, 15, 11, 10, 7, 5, 15, 5, 3, 11, 7, 15, 15, 12, 4, 9, 11, 6, 4, 0, 15, 14, 7, 12, 7, 12, 12, 13, 7, 10, 15, 4, 12, 11, 10, 7, 10, 10, 15, 13, 7, 11, 5, 5, 12 ], "type_text": [ "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Automotive", "Clothing Shoes and Jewelry", "Automotive", "Arts Crafts and Sewing", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Electronics", "Office Products", "Home and Kitchen", "Industrial and Scientific", "Electronics", "Other", "Clothing Shoes and Jewelry", "Movies and TV", "Grocery and Gourmet Food", "Sports and Outdoors", "Grocery and Gourmet Food", "Sports and Outdoors", "Sports and Outdoors", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Books", "Clothing Shoes and Jewelry", "Electronics", "Sports and Outdoors", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Books", "Books", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Home and Kitchen", "Automotive", "Automotive", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with a cluster of reviews across various categories, all submitted within the first week. After this initial period, there is a significant gap before a series of reviews is submitted around the 5.5-week mark, where multiple categories are addressed simultaneously. Following this, reviews become more frequent and diverse, with notable clusters around the 5.8-week and 6.4-week marks, indicating a pattern of increased activity. As time progresses, reviews continue to be submitted across various categories, with a noticeable increase in reviews for Clothing, Sports and Outdoors, and Grocery categories in the later weeks, particularly around the 19-week mark. Overall, there is a trend of increasing review frequency and category diversity as time advances." }, { "dim_process": 18, "seq_idx": 361, "seq_len": 48, "time_since_start": [ 0.0, 1.4285714285714286, 1.8571428571428572, 1.8571428571428572, 2.857142857142857, 3.0, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 5.0, 5.142857142857143, 6.428571428571429, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.0, 9.285714285714286, 9.857142857142858, 11.142857142857142, 11.571428571428571, 11.714285714285714, 12.0, 12.142857142857142, 13.0, 13.142857142857142, 13.857142857142858, 14.142857142857142, 14.714285714285714, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 16.0, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.0, 17.285714285714285, 17.428571428571427, 19.857142857142858, 20.714285714285715, 20.857142857142858, 23.142857142857142 ], "time_since_last_event": [ 0.0, 1.4285714285714286, 0.42857142857142855, 0.0, 1.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 1.2857142857142858, 0.5714285714285714, 1.2857142857142858, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 2.4285714285714284, 0.8571428571428571, 0.14285714285714285, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing books, with a few instances of reviews for the Kindle Store. Reviews for books dominate the early weeks, with a gradual increase in frequency over time, particularly between weeks 1 and 17. Reviews for the Kindle Store appear sporadically, primarily clustered around weeks 2, 4, 7, and 20. Overall, the trend indicates a strong preference for reviewing books, with the Kindle Store reviews occurring less frequently and mostly interspersed among the book reviews." }, { "dim_process": 18, "seq_idx": 362, "seq_len": 44, "time_since_start": [ 0.0, 1.0, 1.1428571428571428, 1.5714285714285714, 2.0, 3.0, 3.142857142857143, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 5.0, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.428571428571429, 8.714285714285714, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 10.142857142857142, 10.428571428571429, 11.0, 11.142857142857142, 11.428571428571429, 11.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 13.571428571428571, 14.142857142857142, 15.0, 15.142857142857142, 16.142857142857142, 16.285714285714285, 16.428571428571427, 18.142857142857142, 18.428571428571427, 18.714285714285715, 19.142857142857142, 20.142857142857142, 23.428571428571427, 24.142857142857142, 24.428571428571427 ], "time_since_last_event": [ 0.0, 1.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 2.2857142857142856, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.0, 3.2857142857142856, 0.7142857142857143, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with all entries categorized under the same type. The reviews are submitted consistently over time, with a notable clustering occurring within the first 20 weeks, where the majority of reviews are concentrated. After week 20, there is a noticeable decrease in the frequency of submissions, with reviews becoming more spaced out in the following weeks. Overall, the trend indicates a high initial engagement with book reviews that gradually tapers off as time progresses." }, { "dim_process": 18, "seq_idx": 363, "seq_len": 48, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.2857142857142858, 2.4285714285714284, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.571428571428571, 5.714285714285714, 6.0, 6.428571428571429, 6.428571428571429, 7.0, 9.0, 9.142857142857142, 9.714285714285714, 9.857142857142858, 10.714285714285714, 10.857142857142858, 10.857142857142858, 11.285714285714286, 11.857142857142858, 12.142857142857142, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.571428571428573, 18.142857142857142, 18.428571428571427, 21.857142857142858, 22.714285714285715, 24.428571428571427, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 1.7142857142857142, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.5714285714285714, 2.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 3.4285714285714284, 0.8571428571428571, 1.7142857142857142, 0.2857142857142857 ], "type_event": [ 16, 16, 16, 16, 10, 10, 16, 10, 10, 16, 10, 16, 16, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 16, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 10, 16, 16, 10, 10, 10, 16, 16, 16, 16 ], "type_text": [ "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews for the Kindle Store, particularly in the earlier weeks, where multiple reviews are clustered closely together. As time progresses, there is a noticeable increase in the frequency of reviews for Books, especially around the 4 to 11-week mark, where both categories are represented but Books start to gain prominence. In the later weeks, reviews for the Kindle Store continue to appear frequently, indicating sustained engagement with that category, while Books also maintain a consistent presence, particularly towards the end of the sequence. Overall, there is a pattern of alternating focus between the two categories, with Kindle Store reviews being more frequent overall." }, { "dim_process": 18, "seq_idx": 364, "seq_len": 52, "time_since_start": [ 0.0, 0.2857142857142857, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.7142857142857144, 3.142857142857143, 4.857142857142857, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.285714285714286, 6.714285714285714, 9.142857142857142, 10.714285714285714, 10.714285714285714, 10.714285714285714, 11.142857142857142, 11.428571428571429, 11.714285714285714, 11.714285714285714, 12.0, 12.285714285714286, 12.285714285714286, 12.285714285714286, 12.285714285714286, 12.285714285714286, 12.714285714285714, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.571428571428571, 15.0, 15.0, 15.0, 15.285714285714286, 17.142857142857142, 17.857142857142858, 17.857142857142858, 18.0, 21.0, 21.714285714285715, 23.857142857142858, 24.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.8571428571428571, 0.42857142857142855, 1.7142857142857142, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 2.4285714285714284, 1.5714285714285714, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 1.8571428571428572, 0.7142857142857143, 0.0, 0.14285714285714285, 3.0, 0.7142857142857143, 2.142857142857143, 0.14285714285714285 ], "type_event": [ 17, 10, 10, 10, 11, 8, 7, 10, 10, 10, 0, 7, 0, 0, 10, 10, 10, 14, 0, 14, 10, 13, 10, 10, 10, 9, 10, 3, 9, 11, 10, 1, 10, 10, 15, 10, 10, 10, 10, 10, 10, 9, 15, 10, 10, 10, 1, 10, 15, 14, 16, 16 ], "type_text": [ "Cell Phones and Accessories", "Books", "Books", "Books", "Home and Kitchen", "Toys and Games", "Grocery and Gourmet Food", "Books", "Books", "Books", "Other", "Grocery and Gourmet Food", "Other", "Other", "Books", "Books", "Books", "Movies and TV", "Other", "Movies and TV", "Books", "Patio Lawn and Garden", "Books", "Books", "Books", "Office Products", "Books", "Arts Crafts and Sewing", "Office Products", "Home and Kitchen", "Books", "Tools and Home Improvement", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Clothing Shoes and Jewelry", "Movies and TV", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on cell phones and accessories, followed by a significant cluster of reviews in the books category within the first few weeks. Over time, there is a notable concentration of reviews in the books category, particularly between weeks 1 and 18, with several other categories such as grocery, office products, and clothing appearing intermittently. Reviews for movies and TV emerge later in the sequence, around weeks 6 and 21, while reviews for the Kindle Store appear towards the end of the timeline. Overall, the user shows a strong preference for books early on, with other categories appearing more sporadically throughout the sequence." }, { "dim_process": 18, "seq_idx": 365, "seq_len": 44, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.4285714285714286, 2.4285714285714284, 2.857142857142857, 3.0, 3.142857142857143, 3.7142857142857144, 4.0, 4.0, 4.142857142857143, 4.285714285714286, 5.0, 5.142857142857143, 5.571428571428571, 5.571428571428571, 5.714285714285714, 9.0, 9.571428571428571, 10.571428571428571, 11.142857142857142, 12.0, 12.0, 12.428571428571429, 12.714285714285714, 13.285714285714286, 13.714285714285714, 14.428571428571429, 15.428571428571429, 16.714285714285715, 17.0, 17.142857142857142, 17.571428571428573, 18.0, 18.285714285714285, 19.0, 19.714285714285715, 20.142857142857142, 20.857142857142858, 21.714285714285715, 23.571428571428573, 24.0, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 3.2857142857142856, 0.5714285714285714, 1.0, 0.5714285714285714, 0.8571428571428571, 0.0, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 1.0, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.8571428571428572, 0.42857142857142855, 0.5714285714285714 ], "type_event": [ 15, 15, 15, 0, 11, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 11, 10, 8, 10, 10, 10, 10, 10, 7, 10, 10, 10, 0, 9, 11, 10, 15, 15, 3, 10, 11, 3, 11, 15, 11, 7, 10, 0, 0 ], "type_text": [ "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Other", "Office Products", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Books", "Home and Kitchen", "Arts Crafts and Sewing", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Other", "Other" ], "description": "The sequence of product reviews shows a clear pattern of clustering around specific categories over time. Initially, reviews for Clothing, Shoes, and Jewelry dominate the early weeks, followed by a significant increase in Books reviews starting around the third week, which continues to be a prominent category throughout the sequence. Home and Kitchen reviews appear intermittently, with some clustering around the second and later weeks. Other categories, such as Toys and Games, Arts, Crafts and Sewing, and Grocery and Gourmet Food, emerge sporadically, mostly in the later weeks of the sequence. Overall, Books is the most frequently reviewed category, particularly in the middle to later stages of the timeline." }, { "dim_process": 18, "seq_idx": 366, "seq_len": 40, "time_since_start": [ 0.0, 0.5714285714285714, 1.2857142857142858, 1.8571428571428572, 2.4285714285714284, 2.7142857142857144, 3.4285714285714284, 4.142857142857143, 4.857142857142857, 5.0, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.571428571428571, 6.0, 6.428571428571429, 6.857142857142857, 7.428571428571429, 7.714285714285714, 8.142857142857142, 8.857142857142858, 9.428571428571429, 9.857142857142858, 10.0, 10.714285714285714, 11.857142857142858, 12.285714285714286, 12.428571428571429, 13.571428571428571, 14.428571428571429, 14.857142857142858, 15.714285714285714, 16.285714285714285, 16.285714285714285, 18.0, 18.714285714285715, 19.714285714285715, 20.428571428571427, 24.571428571428573, 25.0 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.8571428571428571, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.0, 1.7142857142857142, 0.7142857142857143, 1.0, 0.7142857142857143, 4.142857142857143, 0.42857142857142855 ], "type_event": [ 10, 10, 11, 9, 10, 10, 10, 10, 10, 9, 3, 10, 3, 9, 10, 11, 10, 10, 3, 10, 10, 10, 10, 10, 10, 13, 16, 0, 16, 10, 10, 16, 13, 10, 10, 10, 10, 13, 16, 16 ], "type_text": [ "Books", "Books", "Home and Kitchen", "Office Products", "Books", "Books", "Books", "Books", "Books", "Office Products", "Arts Crafts and Sewing", "Books", "Arts Crafts and Sewing", "Office Products", "Books", "Home and Kitchen", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Kindle Store", "Other", "Kindle Store", "Books", "Books", "Kindle Store", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple reviews clustered throughout the timeline, particularly in the early weeks and again later in the sequence. Other categories, such as \"Office Products,\" \"Arts Crafts and Sewing,\" and \"Home and Kitchen,\" appear sporadically, primarily in the first half of the timeline. The reviews for \"Patio Lawn and Garden\" and \"Kindle Store\" emerge later in the sequence, indicating a shift in the user's focus. Overall, the review activity is concentrated in the initial weeks, with a gradual tapering off and occasional spikes in specific categories as time progresses." }, { "dim_process": 18, "seq_idx": 367, "seq_len": 46, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.4285714285714286, 2.0, 2.0, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.571428571428571, 4.571428571428571, 5.571428571428571, 6.285714285714286, 6.714285714285714, 7.0, 7.0, 7.714285714285714, 8.0, 8.857142857142858, 9.0, 9.0, 9.285714285714286, 10.571428571428571, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.571428571428571, 12.0, 12.0, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.857142857142858, 14.428571428571429, 15.428571428571429, 16.0, 16.285714285714285, 19.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 1.0, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.0, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.0, 0.2857142857142857, 1.2857142857142858, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 1.0, 0.5714285714285714, 0.2857142857142857, 3.0 ], "type_event": [ 0, 0, 0, 0, 0, 0, 0, 10, 0, 0, 10, 0, 10, 0, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10, 0, 0, 0, 0, 0, 10, 10, 10, 10, 10, 10, 0 ], "type_text": [ "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Books", "Other", "Other", "Books", "Other", "Books", "Other", "Books", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Books", "Other", "Other", "Other", "Other", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Other" ], "description": "The sequence of product reviews begins with a series of reviews categorized as \"Other\" in the initial weeks, indicating a focus on non-book items. As time progresses, reviews for \"Books\" start to appear around the second week and continue to increase in frequency, particularly noticeable between weeks 3 and 16. The reviews show a clustering of \"Books\" around weeks 3, 12, and 14, while \"Other\" reviews are consistently present throughout the entire timeline, especially in the earlier and later weeks. Overall, there is a clear trend of increasing engagement with book reviews as the sequence unfolds." }, { "dim_process": 18, "seq_idx": 368, "seq_len": 68, "time_since_start": [ 0.0, 1.0, 1.1428571428571428, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.285714285714286, 4.857142857142857, 5.0, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.0, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.0, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.714285714285714, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.714285714285714 ], "time_since_last_event": [ 0.0, 1.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 14, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a significant number of reviews submitted over a prolonged period. The first review appears shortly after the start of the timeline, and the majority of reviews continue to be concentrated in the \"Books\" category, particularly during the initial weeks. A brief mention of the \"Kindle Store\" occurs around the third week, but this is followed by a return to reviewing books. A single review in the \"Movies and TV\" category appears around the fifth week, yet the pattern quickly reverts back to books. Overall, the trend indicates a strong preference for books throughout the entire sequence, with minimal diversification into other categories." }, { "dim_process": 18, "seq_idx": 369, "seq_len": 73, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.0, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.142857142857143, 5.857142857142857, 6.0, 6.142857142857143, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.857142857142858, 9.0, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.0, 10.142857142857142, 10.857142857142858, 11.142857142857142, 11.285714285714286, 12.0, 12.142857142857142, 12.285714285714286, 12.857142857142858, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.857142857142858, 14.0, 14.285714285714286, 14.857142857142858, 15.0, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.0, 16.285714285714285, 16.857142857142858, 17.285714285714285, 17.428571428571427, 17.857142857142858, 19.142857142857142, 21.0, 22.0, 23.428571428571427, 24.857142857142858, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 1.8571428571428572, 1.0, 1.4285714285714286, 1.4285714285714286, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted over a prolonged period. Reviews for \"Books\" dominate the early weeks, with a gradual introduction of \"Kindle Store\" reviews occurring intermittently. Notably, there are clusters of \"Kindle Store\" reviews appearing at specific intervals, particularly around the 3-week, 7-week, 12-week, and 19-week marks, suggesting occasional shifts in focus. Overall, the trend indicates a sustained engagement with books, punctuated by periodic reviews of Kindle Store products." }, { "dim_process": 18, "seq_idx": 370, "seq_len": 64, "time_since_start": [ 0.0, 0.2857142857142857, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.142857142857143, 6.428571428571429, 7.0, 7.571428571428571, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.714285714285714, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.0, 10.285714285714286, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.714285714285714, 12.0, 12.285714285714286, 13.857142857142858, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.571428571428571, 15.714285714285714, 16.0, 16.285714285714285, 16.428571428571427, 16.428571428571427, 16.571428571428573, 17.0, 17.714285714285715, 18.428571428571427, 19.0, 20.142857142857142, 20.285714285714285, 20.428571428571427, 21.428571428571427, 21.857142857142858, 22.0, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.14285714285714285, 2.2857142857142856 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time, particularly in the early weeks. The \"Kindle Store\" reviews appear less frequently and are interspersed among the reviews for \"Books,\" primarily occurring at specific intervals. There is a noticeable clustering of \"Books\" reviews in the initial weeks, with a gradual tapering off in frequency as the timeline progresses, while \"Kindle Store\" reviews tend to occur at distinct points rather than clustering. Overall, the pattern indicates a strong and sustained interest in \"Books\" throughout the sequence, with occasional reviews for \"Kindle Store\" appearing at intervals." }, { "dim_process": 18, "seq_idx": 371, "seq_len": 75, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.571428571428571, 7.714285714285714, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.142857142857142, 11.428571428571429, 11.571428571428571, 12.0, 12.142857142857142, 12.285714285714286, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.285714285714286, 14.428571428571429, 14.714285714285714, 15.142857142857142, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.714285714285715, 17.142857142857142, 17.714285714285715, 18.857142857142858, 20.142857142857142, 21.142857142857142, 21.571428571428573, 22.857142857142858, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 1.0, 0.42857142857142855, 1.2857142857142858, 2.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of reviews primarily focused on the \"Books\" category, with a notable concentration of reviews occurring in the initial weeks. The user submitted reviews almost exclusively for books during the first 22 weeks, with only two instances of reviews for the \"Kindle Store\" category appearing at weeks 8.86 and 22.86. After week 22, the user returns to submitting reviews for books, maintaining this focus for the remainder of the timeline. Overall, the reviews are heavily clustered in the early part of the sequence, with a gradual tapering off in frequency as time progresses." }, { "dim_process": 18, "seq_idx": 372, "seq_len": 48, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 3.2857142857142856, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.285714285714286, 6.285714285714286, 6.285714285714286, 6.285714285714286, 7.0, 9.714285714285714, 10.857142857142858, 11.0, 11.0, 11.142857142857142, 12.428571428571429, 12.428571428571429, 12.428571428571429, 13.571428571428571, 13.571428571428571, 13.571428571428571, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.428571428571429, 15.428571428571429, 16.285714285714285, 16.285714285714285, 16.571428571428573, 18.714285714285715, 19.0, 19.0, 19.0, 19.0, 19.0, 19.285714285714285, 19.285714285714285, 20.571428571428573, 21.428571428571427, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 1.1428571428571428, 0.0, 0.2857142857142857, 0.0, 0.0, 1.5714285714285714, 0.8571428571428571, 0.0, 0.14285714285714285, 0.0, 2.0, 0.0, 0.0, 0.7142857142857143, 2.7142857142857144, 1.1428571428571428, 0.14285714285714285, 0.0, 0.14285714285714285, 1.2857142857142858, 0.0, 0.0, 1.1428571428571428, 0.0, 0.0, 1.7142857142857142, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.8571428571428571, 0.0, 0.2857142857142857, 2.142857142857143, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 1.2857142857142858, 0.8571428571428571, 0.42857142857142855 ], "type_event": [ 15, 0, 1, 1, 11, 11, 4, 6, 9, 0, 7, 5, 7, 17, 5, 4, 9, 1, 4, 6, 11, 5, 0, 7, 11, 0, 1, 4, 0, 1, 11, 6, 5, 4, 7, 1, 5, 7, 12, 7, 13, 11, 1, 11, 13, 11, 11, 1 ], "type_text": [ "Clothing Shoes and Jewelry", "Other", "Tools and Home Improvement", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Electronics", "Industrial and Scientific", "Office Products", "Other", "Grocery and Gourmet Food", "Automotive", "Grocery and Gourmet Food", "Cell Phones and Accessories", "Automotive", "Electronics", "Office Products", "Tools and Home Improvement", "Electronics", "Industrial and Scientific", "Home and Kitchen", "Automotive", "Other", "Grocery and Gourmet Food", "Home and Kitchen", "Other", "Tools and Home Improvement", "Electronics", "Other", "Tools and Home Improvement", "Home and Kitchen", "Industrial and Scientific", "Automotive", "Electronics", "Grocery and Gourmet Food", "Tools and Home Improvement", "Automotive", "Grocery and Gourmet Food", "Sports and Outdoors", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Patio Lawn and Garden", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement" ], "description": "The sequence of product reviews begins with categories such as Clothing, Other, and Tools within the first week. Over time, there is a notable increase in reviews related to Tools and Home Improvement, which appear frequently in the early weeks and continue to be a prominent category throughout the sequence. Home and Kitchen reviews also cluster around the early weeks and reappear consistently. As the timeline progresses, there is a diversification into categories like Automotive, Electronics, and Grocery, with some reviews appearing in clusters during specific weeks. Towards the later part of the sequence, there is a significant concentration of reviews in the Home and Kitchen category, indicating a trend of returning to this category after exploring others." }, { "dim_process": 18, "seq_idx": 373, "seq_len": 50, "time_since_start": [ 0.0, 0.42857142857142855, 2.0, 2.857142857142857, 4.142857142857143, 5.142857142857143, 6.0, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.714285714285714, 9.142857142857142, 9.285714285714286, 12.285714285714286, 15.0, 15.428571428571429, 15.428571428571429, 15.571428571428571, 15.571428571428571, 15.857142857142858, 15.857142857142858, 16.0, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.857142857142858, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 17.285714285714285, 17.428571428571427, 17.571428571428573, 19.142857142857142, 19.571428571428573, 23.0, 23.142857142857142, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 1.5714285714285714, 0.8571428571428571, 1.2857142857142858, 1.0, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 3.0, 2.7142857142857144, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.42857142857142855, 3.4285714285714284, 0.14285714285714285, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable concentration of reviews occurring in the initial weeks. The first review appears at the start of the timeline, with subsequent reviews primarily clustered within the first 8 weeks. The reviews for the \"Kindle Store\" category are less frequent and appear intermittently, primarily after the 6-week mark. Over time, while the frequency of \"Books\" reviews continues, there are moments where \"Kindle Store\" reviews are interspersed, particularly around the 15-week mark and again at 17 weeks. Overall, the trend indicates a strong preference for reviewing books early on, with occasional reviews for the Kindle Store appearing later in the sequence." }, { "dim_process": 18, "seq_idx": 374, "seq_len": 42, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.0, 3.2857142857142856, 3.7142857142857144, 4.0, 4.857142857142857, 5.0, 5.285714285714286, 6.0, 6.285714285714286, 6.857142857142857, 7.714285714285714, 8.0, 8.142857142857142, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.714285714285714, 10.714285714285714, 12.142857142857142, 12.571428571428571, 12.857142857142858, 14.142857142857142, 14.714285714285714, 15.857142857142858, 17.142857142857142, 17.714285714285715, 23.285714285714285, 23.428571428571427, 23.428571428571427, 24.0, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0, 1.4285714285714286, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 0.5714285714285714, 5.571428571428571, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the first few weeks. After a notable period of predominantly \"Books\" reviews, there is a shift towards the \"Kindle Store\" category, which clusters around the 8-week mark and continues intermittently through the sequence. The reviews for \"Books\" re-emerge frequently, maintaining a long-lasting presence throughout the timeline, with occasional reviews for the \"Kindle Store\" interspersed. Overall, the trend shows a sustained interest in \"Books\" with periodic engagement with the \"Kindle Store\" primarily occurring in the latter half of the sequence." }, { "dim_process": 18, "seq_idx": 375, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 2.5714285714285716, 4.0, 4.285714285714286, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.857142857142857, 7.0, 7.571428571428571, 8.571428571428571, 8.857142857142858, 9.0, 9.428571428571429, 9.714285714285714, 10.571428571428571, 11.0, 11.142857142857142, 11.428571428571429, 12.428571428571429, 12.428571428571429, 12.571428571428571, 12.857142857142858, 14.285714285714286, 15.142857142857142, 15.571428571428571, 15.714285714285714, 16.857142857142858, 17.0, 19.285714285714285, 20.0, 20.285714285714285, 20.428571428571427, 20.571428571428573, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.4285714285714286, 1.4285714285714286, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.5714285714285714, 1.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.0, 0.0, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 2.2857142857142856, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 3.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted over a prolonged period. Reviews predominantly occur in the earlier weeks, with a notable concentration in the first 12 weeks. The user also begins to include reviews for the \"Kindle Store\" around the 12-week mark, but these are less frequent compared to the \"Books\" reviews. After a brief hiatus, the user resumes reviewing \"Books\" again around the 20-week mark, indicating a long-term engagement with this category. Overall, the trend indicates a sustained interest in \"Books,\" with occasional reviews for the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 376, "seq_len": 51, "time_since_start": [ 0.0, 0.0, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 4.0, 4.0, 4.0, 4.857142857142857, 4.857142857142857, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 6.285714285714286, 6.285714285714286, 6.428571428571429, 6.428571428571429, 7.571428571428571, 8.571428571428571, 9.0, 9.857142857142858, 10.285714285714286, 10.857142857142858, 11.428571428571429, 11.714285714285714, 12.0, 12.0, 12.0, 12.0, 12.714285714285714, 13.142857142857142, 13.285714285714286, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.0, 15.142857142857142, 15.142857142857142, 16.0, 16.285714285714285, 21.285714285714285, 23.428571428571427, 23.857142857142858, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.5714285714285714, 0.0, 0.0, 0.8571428571428571, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 1.1428571428571428, 1.0, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.0, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.8571428571428571, 0.2857142857142857, 5.0, 2.142857142857143, 0.42857142857142855, 0.0 ], "type_event": [ 10, 16, 11, 15, 4, 10, 9, 0, 7, 16, 0, 4, 11, 10, 16, 0, 8, 10, 1, 9, 11, 1, 10, 0, 10, 16, 10, 10, 10, 10, 10, 10, 13, 11, 1, 0, 10, 13, 10, 10, 10, 10, 10, 13, 0, 15, 10, 10, 10, 11, 15 ], "type_text": [ "Books", "Kindle Store", "Home and Kitchen", "Clothing Shoes and Jewelry", "Electronics", "Books", "Office Products", "Other", "Grocery and Gourmet Food", "Kindle Store", "Other", "Electronics", "Home and Kitchen", "Books", "Kindle Store", "Other", "Toys and Games", "Books", "Tools and Home Improvement", "Office Products", "Home and Kitchen", "Tools and Home Improvement", "Books", "Other", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Home and Kitchen", "Tools and Home Improvement", "Other", "Books", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Other", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with entries in the Books and Kindle Store categories at the start. Over the next few weeks, there is a diverse range of categories reviewed, including Home and Kitchen, Clothing, Electronics, and Others, all clustered within the first two weeks. As time progresses, there is a noticeable increase in the frequency of Books reviews, particularly around the 5 to 15-week mark, where multiple entries in this category are recorded. Later in the sequence, reviews for Patio Lawn and Garden and additional entries in Home and Kitchen and Clothing categories emerge, indicating a shift in focus towards these areas in the latter part of the timeline. Overall, Books consistently appear throughout the sequence, with other categories emerging more sporadically." }, { "dim_process": 18, "seq_idx": 377, "seq_len": 54, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.7142857142857142, 2.142857142857143, 2.5714285714285716, 3.0, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 4.0, 4.857142857142857, 5.285714285714286, 6.0, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.0, 8.142857142857142, 8.285714285714286, 8.714285714285714, 9.142857142857142, 10.142857142857142, 10.142857142857142, 10.571428571428571, 11.0, 11.428571428571429, 11.714285714285714, 12.0, 12.714285714285714, 13.428571428571429, 13.714285714285714, 14.285714285714286, 14.857142857142858, 15.285714285714286, 15.571428571428571, 15.714285714285714, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.142857142857142, 18.0, 22.285714285714285, 24.142857142857142, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 4.285714285714286, 1.8571428571428572, 1.1428571428571428 ], "type_event": [ 10, 4, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline. The user initially reviews \"Electronics\" shortly after the first book review, but this category does not recur. There are a few instances of reviews for the \"Kindle Store,\" which appear intermittently after the user has established a pattern of reviewing books. The only other category mentioned is \"Clothing Shoes and Jewelry,\" which occurs later in the sequence. Overall, the reviews cluster heavily around books, particularly in the earlier weeks, with other categories appearing sporadically." }, { "dim_process": 18, "seq_idx": 378, "seq_len": 49, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.428571428571429, 5.428571428571429, 7.428571428571429 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.14285714285714285, 1.0, 2.0 ], "type_event": [ 1, 10, 0, 11, 5, 0, 4, 12, 15, 9, 12, 13, 0, 6, 1, 10, 8, 0, 12, 11, 15, 13, 10, 9, 1, 0, 3, 4, 0, 0, 5, 7, 5, 1, 15, 0, 0, 13, 9, 4, 7, 12, 12, 15, 1, 3, 12, 15, 12 ], "type_text": [ "Tools and Home Improvement", "Books", "Other", "Home and Kitchen", "Automotive", "Other", "Electronics", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Office Products", "Sports and Outdoors", "Patio Lawn and Garden", "Other", "Industrial and Scientific", "Tools and Home Improvement", "Books", "Toys and Games", "Other", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Books", "Office Products", "Tools and Home Improvement", "Other", "Arts Crafts and Sewing", "Electronics", "Other", "Other", "Automotive", "Grocery and Gourmet Food", "Automotive", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Other", "Other", "Patio Lawn and Garden", "Office Products", "Electronics", "Grocery and Gourmet Food", "Sports and Outdoors", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Arts Crafts and Sewing", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Sports and Outdoors" ], "description": "The sequence of product reviews shows that the user submitted reviews across a wide variety of categories, with a notable concentration of activity occurring in the early weeks. Initially, multiple reviews were submitted simultaneously across different categories. As time progressed, there is a noticeable pattern of clustering, particularly in the Sports and Outdoors and Clothing Shoes and Jewelry categories, which appear frequently in the later weeks. The review submissions also indicate a consistent engagement with Tools and Home Improvement throughout the timeline, while other categories like Automotive and Electronics show sporadic activity. Overall, the sequence reflects a diverse engagement with product categories, with certain types becoming more prominent as time advances." }, { "dim_process": 18, "seq_idx": 379, "seq_len": 114, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.857142857142857, 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"Office Products", "Movies and TV", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Books", "Grocery and Gourmet Food", "Toys and Games", "Tools and Home Improvement", "Industrial and Scientific", "Home and Kitchen", "Other", "Patio Lawn and Garden", "Movies and TV", "Books", "Automotive", "Office Products", "Electronics", "Arts Crafts and Sewing", "Books", "Other", "Office Products", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Other", "Patio Lawn and Garden", "Patio Lawn and Garden", "Toys and Games", "Electronics", "Home and Kitchen", "Sports and Outdoors", "Industrial and Scientific", "Tools and Home Improvement", "Books", "Other", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Office Products", "Electronics", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Other", "Office Products", "Electronics", "Automotive", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Grocery and Gourmet Food", "Electronics", "Other", "Clothing Shoes and Jewelry", "Other", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Home and Kitchen", "Electronics", "Home and Kitchen", "Other", "Tools and Home Improvement", "Sports and Outdoors", "Movies and TV", "Electronics", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Patio Lawn and Garden", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Electronics", "Patio Lawn and Garden", "Pet Supplies", "Home and Kitchen", "Industrial and Scientific", "Tools and Home Improvement", "Sports and Outdoors", "Cell Phones and Accessories", "Patio Lawn and Garden", "Electronics", "Home and Kitchen", "Sports and Outdoors", "Tools and Home Improvement", "Books", "Patio Lawn and Garden", "Electronics", "Other", "Movies and TV", "Toys and Games", "Automotive", "Tools and Home Improvement", "Tools and Home Improvement", "Industrial and Scientific", "Tools and Home Improvement", "Tools and Home Improvement", "Industrial and Scientific", "Other", "Grocery and Gourmet Food", "Sports and Outdoors", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed, with a notable clustering of reviews occurring within the first two weeks. Initially, categories such as Tools and Home Improvement, Movies and TV, and Clothing Shoes and Jewelry appear frequently. As time progresses, there is a shift towards more varied categories, including Electronics and Home and Kitchen, particularly around the 5 to 10-week mark. Towards the later weeks, there is a resurgence in Grocery and Gourmet Food reviews, indicating a potential trend towards specific categories as time advances. Overall, the reviews display a pattern of early clustering followed by a gradual diversification of categories over time." }, { "dim_process": 18, "seq_idx": 380, "seq_len": 64, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.0, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.714285714285714, 12.428571428571429, 12.571428571428571, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.0, 14.142857142857142, 14.428571428571429, 14.571428571428571, 15.285714285714286, 15.857142857142858, 16.142857142857142, 18.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 16, 16, 16, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. As time progresses, there are intermittent reviews in the \"Kindle Store\" category, primarily clustered around the 6-week mark and again between the 10 to 15-week range. After a period dominated by \"Books\" reviews, there is a noticeable resurgence of \"Kindle Store\" reviews towards the later weeks, indicating a pattern where \"Books\" reviews are predominant early on, while \"Kindle Store\" reviews appear more sporadically but cluster at certain intervals. Overall, the timeline shows a consistent preference for \"Books\" with occasional shifts to \"Kindle Store\" reviews." }, { "dim_process": 18, "seq_idx": 381, "seq_len": 75, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 2.142857142857143, 2.142857142857143, 2.5714285714285716, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.571428571428571, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.285714285714286, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.571428571428571, 7.714285714285714, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.428571428571429, 8.714285714285714, 9.0, 9.0, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.285714285714286, 11.714285714285714, 12.142857142857142, 12.857142857142858, 13.428571428571429, 13.428571428571429, 13.857142857142858, 14.142857142857142, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.428571428571429, 14.714285714285714, 15.0, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.285714285714285, 16.571428571428573, 16.714285714285715, 17.0, 17.0, 17.142857142857142, 17.142857142857142, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.571428571428573, 19.142857142857142, 21.0, 21.428571428571427, 22.0, 22.285714285714285, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 1.4285714285714286, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.8571428571428572, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428 ], "type_event": [ 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted in this category occurring throughout the timeline. The \"Kindle Store\" reviews appear more sporadically, with clusters emerging at various points, particularly around the 0.57 to 3.57 week range and again from 7.29 to 14.71 weeks. There is a noticeable trend of increased activity in both categories during the earlier weeks, with a gradual tapering off in the later weeks, although \"Books\" continues to receive reviews consistently up to the end of the sequence. Overall, the reviews are predominantly concentrated in the \"Books\" category, with \"Kindle Store\" reviews interspersed at intervals." }, { "dim_process": 18, "seq_idx": 382, "seq_len": 50, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.4285714285714286, 2.142857142857143, 2.4285714285714284, 3.0, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 4.142857142857143, 4.714285714285714, 4.714285714285714, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.0, 6.857142857142857, 7.285714285714286, 7.428571428571429, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.428571428571429, 9.714285714285714, 10.0, 10.142857142857142, 11.142857142857142, 11.428571428571429, 12.285714285714286, 13.142857142857142, 13.714285714285714, 13.714285714285714, 14.285714285714286, 14.571428571428571, 14.857142857142858, 16.142857142857142, 17.285714285714285, 17.428571428571427, 18.0, 18.428571428571427, 18.857142857142858, 19.142857142857142, 19.142857142857142, 19.285714285714285, 19.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.5714285714285714, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.5714285714285714, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The user primarily reviews books in the early weeks, with a notable cluster of reviews occurring between weeks 0 and 6. Reviews of the \"Kindle Store\" category begin to appear intermittently around week 3 and continue to occur alongside book reviews throughout the sequence. There is a slight increase in the frequency of \"Kindle Store\" reviews towards the later weeks, particularly around weeks 13 and 19, while the majority of reviews remain centered on books. Overall, the trend indicates a sustained interest in books, with occasional engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 383, "seq_len": 40, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.8571428571428572, 3.2857142857142856, 3.857142857142857, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.0, 6.142857142857143, 7.571428571428571, 9.0, 9.571428571428571, 11.0, 11.571428571428571, 12.142857142857142, 13.0, 14.0, 14.285714285714286, 14.857142857142858, 15.142857142857142, 15.428571428571429, 16.0, 16.857142857142858, 17.0, 17.142857142857142, 18.714285714285715, 19.0, 19.0, 19.0, 21.0, 21.0, 21.0, 21.857142857142858, 21.857142857142858, 22.0, 25.0, 25.0, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 1.4285714285714286, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 1.4285714285714286, 1.4285714285714286, 0.5714285714285714, 1.4285714285714286, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 1.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.0, 0.0, 2.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.14285714285714285, 3.0, 0.0, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 11, 8, 15, 11, 15, 8, 11, 2, 10, 10, 15, 8 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Toys and Games", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Toys and Games", "Home and Kitchen", "Pet Supplies", "Books", "Books", "Clothing Shoes and Jewelry", "Toys and Games" ], "description": "The sequence of product reviews begins with a consistent focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. After a sustained period of reviewing books, there is a noticeable shift around the 18-week mark, when reviews for other categories, such as \"Grocery and Gourmet Food,\" \"Home and Kitchen,\" \"Toys and Games,\" and \"Clothing Shoes and Jewelry,\" begin to appear. These additional categories cluster around the 19 to 22-week timeframe, indicating a diversification of review topics. Following this, there are a few more reviews for \"Books\" and a couple of reviews for \"Clothing Shoes and Jewelry\" and \"Toys and Games\" towards the end of the sequence, suggesting a return to reviewing books while still engaging with other categories." }, { "dim_process": 18, "seq_idx": 384, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 1.2857142857142858, 1.8571428571428572, 2.0, 2.2857142857142856, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.857142857142857, 7.0, 8.857142857142858, 9.428571428571429, 10.285714285714286, 10.571428571428571, 11.0, 13.285714285714286, 13.428571428571429, 15.0, 15.142857142857142, 17.0, 17.142857142857142, 17.285714285714285, 18.0, 18.142857142857142, 23.142857142857142, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.8571428571428572, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 2.2857142857142856, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 5.0, 2.4285714285714284 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 8, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline, particularly clustered in the early weeks. The user also engages with the \"Kindle Store\" and \"Toys and Games\" categories, but these occurrences are less frequent and appear later in the sequence. Notably, there is a significant concentration of reviews in the first 18 weeks, after which the frequency decreases, with a few reviews continuing into the later weeks. Overall, the pattern indicates a strong and sustained interest in books, with occasional diversions into other categories." }, { "dim_process": 18, "seq_idx": 385, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 1.4285714285714286, 1.7142857142857142, 3.4285714285714284, 4.0, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.285714285714286, 5.428571428571429, 6.285714285714286, 6.428571428571429, 7.0, 7.285714285714286, 7.714285714285714, 8.714285714285714, 9.142857142857142, 9.571428571428571, 10.428571428571429, 10.428571428571429, 12.142857142857142, 13.428571428571429, 14.142857142857142, 15.0, 15.428571428571429, 15.571428571428571, 16.0, 16.571428571428573, 17.857142857142858, 18.0, 18.142857142857142, 18.857142857142858, 19.285714285714285, 19.571428571428573, 20.142857142857142, 20.285714285714285, 20.428571428571427, 21.571428571428573, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 1.7142857142857142, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 1.0, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.0, 1.7142857142857142, 1.2857142857142858, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 1.8571428571428572 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs frequently and consistently throughout the timeline, particularly in the early weeks. The reviews for \"Kindle Store\" are less frequent and tend to cluster at specific intervals, primarily appearing after several weeks of book reviews. Notably, the user transitions to reviewing \"Kindle Store\" products more prominently after the initial weeks, indicating a shift in review focus while maintaining a steady stream of book-related reviews throughout the entire period." }, { "dim_process": 18, "seq_idx": 386, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.4285714285714286, 1.8571428571428572, 3.0, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.714285714285714, 5.142857142857143, 5.571428571428571, 5.714285714285714, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.857142857142858, 9.142857142857142, 10.0, 10.142857142857142, 10.714285714285714, 10.857142857142858, 10.857142857142858, 11.285714285714286, 11.571428571428571, 11.571428571428571, 11.714285714285714, 11.857142857142858, 15.142857142857142, 15.571428571428571, 16.571428571428573, 17.857142857142858, 18.571428571428573, 22.285714285714285, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 1.1428571428571428, 1.4285714285714286, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 3.2857142857142856, 0.42857142857142855, 1.0, 1.2857142857142858, 0.7142857142857143, 3.7142857142857144, 3.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 18 weeks. The reviews for the \"Kindle Store\" category appear less frequently, primarily clustered around weeks 4 to 12. There is a notable pattern of increased review activity in the early weeks, followed by a gradual decline, with a few isolated reviews occurring later in the timeline, particularly around weeks 15 to 25. Overall, the reviews are predominantly concentrated in the initial weeks, with a significant gap before the last entries." }, { "dim_process": 18, "seq_idx": 387, "seq_len": 68, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.4285714285714284, 2.4285714285714284, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 4.0, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.714285714285714, 7.857142857142857, 8.0, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.428571428571429, 12.714285714285714, 12.714285714285714, 12.857142857142858, 13.0, 13.428571428571429, 13.571428571428571, 13.571428571428571, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.285714285714286, 14.571428571428571, 15.0, 15.714285714285714, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.285714285714285, 18.571428571428573, 18.714285714285715, 18.857142857142858, 19.0, 19.0, 21.857142857142858, 21.857142857142858, 22.0, 22.285714285714285, 22.285714285714285, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 3.2857142857142856, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.0, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 2.857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285 ], "type_event": [ 10, 11, 10, 12, 15, 15, 10, 15, 12, 10, 10, 0, 7, 1, 12, 10, 9, 10, 10, 10, 9, 15, 10, 10, 12, 5, 1, 10, 10, 10, 12, 10, 10, 12, 4, 10, 10, 11, 5, 12, 10, 12, 2, 1, 10, 10, 10, 10, 10, 10, 10, 0, 10, 13, 10, 10, 10, 11, 7, 15, 12, 15, 15, 8, 11, 10, 11, 10 ], "type_text": [ "Books", "Home and Kitchen", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Books", "Other", "Grocery and Gourmet Food", "Tools and Home Improvement", "Sports and Outdoors", "Books", "Office Products", "Books", "Books", "Books", "Office Products", "Clothing Shoes and Jewelry", "Books", "Books", "Sports and Outdoors", "Automotive", "Tools and Home Improvement", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Sports and Outdoors", "Electronics", "Books", "Books", "Home and Kitchen", "Automotive", "Sports and Outdoors", "Books", "Sports and Outdoors", "Pet Supplies", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Patio Lawn and Garden", "Books", "Books", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Toys and Games", "Home and Kitchen", "Books", "Home and Kitchen", "Books" ], "description": "The sequence of product reviews begins with a focus on Books and gradually expands to include various categories such as Clothing, Sports, and Home and Kitchen. Initially, there is a notable clustering of reviews in the Books category, particularly within the first few weeks, followed by a diversification into other categories. As time progresses, the frequency of reviews in Books remains high, with several clusters appearing at different intervals, while categories like Sports and Outdoors and Clothing Shoes and Jewelry also see multiple reviews concentrated in specific periods. Towards the latter part of the sequence, there is a resurgence in Home and Kitchen reviews, indicating a varied but consistent engagement with different product categories over time." }, { "dim_process": 18, "seq_idx": 388, "seq_len": 56, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 2.0, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 5.0, 5.285714285714286, 5.857142857142857, 5.857142857142857, 6.0, 7.0, 7.714285714285714, 8.142857142857142, 9.571428571428571, 10.142857142857142, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.714285714285714, 12.285714285714286, 12.428571428571429, 13.571428571428571, 13.714285714285714, 14.0, 14.142857142857142, 15.0, 15.142857142857142, 15.285714285714286, 15.571428571428571, 15.714285714285714, 16.0, 16.285714285714285, 16.857142857142858, 16.857142857142858, 17.0, 17.285714285714285, 17.571428571428573, 18.285714285714285, 18.428571428571427, 18.857142857142858, 19.428571428571427, 20.285714285714285, 20.714285714285715, 21.285714285714285, 21.571428571428573, 21.857142857142858, 21.857142857142858, 22.428571428571427, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 1.0, 0.7142857142857143, 0.42857142857142855, 1.4285714285714286, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The reviews for \"Books\" occur frequently, especially in the earlier weeks, with several clusters around the 0 to 6-week mark and again from 10 to 22 weeks. The \"Kindle Store\" reviews appear less frequently and tend to cluster in specific periods, notably around the 3.71-week mark and again from 16 to 21 weeks. Overall, there is a clear trend of more frequent reviews for \"Books,\" with \"Kindle Store\" reviews interspersed at intervals throughout the timeline." }, { "dim_process": 18, "seq_idx": 389, "seq_len": 63, "time_since_start": [ 0.0, 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 1.1428571428571428, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 2.0, 2.2857142857142856, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 2.857142857142857, 2.857142857142857, 3.0, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 4.0, 4.428571428571429, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.714285714285714, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.857142857142857, 5.857142857142857, 6.0, 6.857142857142857, 7.0, 7.0, 7.0, 7.714285714285714, 8.0, 8.714285714285714, 8.714285714285714, 8.857142857142858, 8.857142857142858, 8.857142857142858, 9.0, 9.571428571428571 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.0, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714 ], "type_event": [ 5, 17, 15, 15, 4, 12, 12, 5, 12, 17, 5, 7, 10, 14, 14, 15, 4, 11, 14, 7, 4, 11, 12, 8, 12, 0, 10, 8, 14, 3, 8, 9, 12, 8, 15, 15, 11, 17, 15, 3, 0, 14, 11, 15, 14, 12, 0, 12, 11, 15, 15, 8, 15, 0, 0, 4, 4, 3, 8, 12, 4, 4, 14 ], "type_text": [ "Automotive", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Electronics", "Sports and Outdoors", "Sports and Outdoors", "Automotive", "Sports and Outdoors", "Cell Phones and Accessories", "Automotive", "Grocery and Gourmet Food", "Books", "Movies and TV", "Movies and TV", "Clothing Shoes and Jewelry", "Electronics", "Home and Kitchen", "Movies and TV", "Grocery and Gourmet Food", "Electronics", "Home and Kitchen", "Sports and Outdoors", "Toys and Games", "Sports and Outdoors", "Other", "Books", "Toys and Games", "Movies and TV", "Arts Crafts and Sewing", "Toys and Games", "Office Products", "Sports and Outdoors", "Toys and Games", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Other", "Movies and TV", "Home and Kitchen", "Clothing Shoes and Jewelry", "Movies and TV", "Sports and Outdoors", "Other", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Toys and Games", "Clothing Shoes and Jewelry", "Other", "Other", "Electronics", "Electronics", "Arts Crafts and Sewing", "Toys and Games", "Sports and Outdoors", "Electronics", "Electronics", "Movies and TV" ], "description": "The sequence of product reviews begins with a focus on Automotive, Cell Phones and Accessories, and Clothing Shoes and Jewelry, all submitted in the initial week. As time progresses, there is a noticeable increase in reviews related to Sports and Outdoors, Electronics, and Movies and TV, particularly between the first and third weeks. A clustering of reviews occurs around the fourth week, with a mix of categories including Toys and Games, Clothing Shoes and Jewelry, and Home and Kitchen. The latter part of the sequence shows a sustained interest in Clothing Shoes and Jewelry, along with a consistent presence of Electronics and Movies and TV reviews, indicating a diverse range of interests over time." }, { "dim_process": 18, "seq_idx": 390, "seq_len": 46, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.5714285714285714, 1.5714285714285714, 2.2857142857142856, 2.5714285714285716, 3.0, 3.5714285714285716, 3.7142857142857144, 4.0, 4.285714285714286, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.714285714285714, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.0, 9.857142857142858, 9.857142857142858, 10.142857142857142, 10.571428571428571, 10.714285714285714, 11.0, 11.714285714285714, 12.285714285714286, 12.571428571428571, 13.285714285714286, 14.571428571428571, 16.714285714285715, 18.428571428571427, 21.428571428571427, 21.857142857142858, 21.857142857142858, 23.428571428571427, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.0, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 2.142857142857143, 1.7142857142857142, 3.0, 0.42857142857142855, 0.0, 1.5714285714285714, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. The first review in the \"Kindle Store\" category appears shortly after the initial surge of book reviews, indicating a slight diversification in review topics. As time progresses, the frequency of book reviews continues, with a few isolated entries in other categories, such as \"Home and Kitchen.\" Overall, the majority of reviews cluster around the \"Books\" category, particularly in the earlier weeks, while other categories appear sporadically later in the timeline." }, { "dim_process": 18, "seq_idx": 391, "seq_len": 51, "time_since_start": [ 0.0, 1.4285714285714286, 2.142857142857143, 2.2857142857142856, 4.285714285714286, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.571428571428571, 9.428571428571429, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 11.142857142857142, 11.428571428571429, 12.0, 12.142857142857142, 12.428571428571429, 13.0, 13.142857142857142, 13.428571428571429, 13.857142857142858, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.142857142857142, 17.142857142857142, 17.285714285714285, 17.428571428571427, 18.285714285714285, 18.428571428571427, 18.571428571428573, 19.571428571428573, 20.0, 20.285714285714285, 20.428571428571427, 22.428571428571427, 22.857142857142858 ], "time_since_last_event": [ 0.0, 1.4285714285714286, 0.7142857142857143, 0.14285714285714285, 2.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 2.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 2.0, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable concentration of reviews occurring in the early weeks. The first review appears at the start of the timeline, with subsequent reviews primarily clustered within the first 15 weeks. The \"Kindle Store\" reviews are interspersed among the \"Books\" reviews, appearing at specific intervals but remaining less frequent overall. After week 15, the frequency of reviews continues with a predominance of \"Books,\" suggesting a sustained interest in this category throughout the timeline." }, { "dim_process": 18, "seq_idx": 392, "seq_len": 46, "time_since_start": [ 0.0, 2.857142857142857, 3.7142857142857144, 6.857142857142857, 6.857142857142857, 6.857142857142857, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 8.0, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.857142857142858, 9.857142857142858, 9.857142857142858, 10.857142857142858, 10.857142857142858, 11.714285714285714, 11.714285714285714, 13.0, 13.0, 14.142857142857142, 14.857142857142858, 14.857142857142858, 15.857142857142858, 15.857142857142858, 15.857142857142858, 15.857142857142858, 22.857142857142858 ], "time_since_last_event": [ 0.0, 2.857142857142857, 0.8571428571428571, 3.142857142857143, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 1.1428571428571428, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 1.0, 0.0, 0.8571428571428571, 0.0, 1.2857142857142858, 0.0, 1.1428571428571428, 0.7142857142857143, 0.0, 1.0, 0.0, 0.0, 0.0, 7.0 ], "type_event": [ 10, 10, 15, 11, 10, 1, 15, 10, 9, 11, 5, 1, 2, 6, 15, 8, 10, 9, 1, 11, 0, 15, 11, 15, 10, 1, 17, 9, 0, 2, 4, 8, 7, 9, 11, 10, 13, 11, 14, 7, 1, 11, 3, 2, 10, 11 ], "type_text": [ "Books", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Books", "Office Products", "Home and Kitchen", "Automotive", "Tools and Home Improvement", "Pet Supplies", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Toys and Games", "Books", "Office Products", "Tools and Home Improvement", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Tools and Home Improvement", "Cell Phones and Accessories", "Office Products", "Other", "Pet Supplies", "Electronics", "Toys and Games", "Grocery and Gourmet Food", "Office Products", "Home and Kitchen", "Books", "Patio Lawn and Garden", "Home and Kitchen", "Movies and TV", "Grocery and Gourmet Food", "Tools and Home Improvement", "Home and Kitchen", "Arts Crafts and Sewing", "Pet Supplies", "Books", "Home and Kitchen" ], "description": "The sequence of product reviews shows a pattern where the user predominantly reviews books and home-related items, particularly in the early and mid-stages of the timeline. Initially, reviews for books appear at the start, followed by a mix of categories such as clothing and home goods around the 7-week mark. There is a noticeable clustering of reviews for various categories, including clothing and home and kitchen items, around the 7 to 10-week period. As time progresses, the user continues to engage with a diverse range of categories, with a significant concentration of reviews occurring between weeks 9 and 15, before tapering off with a final review for home and kitchen at week 22." }, { "dim_process": 18, "seq_idx": 393, "seq_len": 49, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 1.0, 1.8571428571428572, 2.142857142857143, 3.4285714285714284, 3.857142857142857, 4.714285714285714, 5.0, 5.142857142857143, 5.285714285714286, 5.857142857142857, 6.0, 6.142857142857143, 6.428571428571429, 7.0, 7.0, 7.285714285714286, 8.142857142857142, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.857142857142858, 11.142857142857142, 11.285714285714286, 14.0, 14.142857142857142, 14.285714285714286, 14.714285714285714, 15.0, 15.857142857142858, 15.857142857142858, 16.0, 16.142857142857142, 16.714285714285715, 16.857142857142858, 17.285714285714285, 17.857142857142858, 19.857142857142858, 19.857142857142858, 21.714285714285715, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 1.2857142857142858, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 2.7142857142857144, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 2.0, 0.0, 1.8571428571428572, 2.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features a consistent focus on the \"Books\" category, with a notable concentration of reviews occurring in the initial weeks. Reviews for \"Books\" are submitted frequently, particularly in the first 17 weeks, with a few instances of reviews for the \"Kindle Store\" appearing intermittently. The \"Kindle Store\" reviews are clustered around weeks 7 and 19, while the majority of reviews remain centered on \"Books\" throughout the timeline. Overall, the trend shows a sustained engagement with books, with a slight diversification into the Kindle Store at specific points." }, { "dim_process": 18, "seq_idx": 394, "seq_len": 54, "time_since_start": [ 0.0, 0.5714285714285714, 1.0, 1.4285714285714286, 1.7142857142857142, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.4285714285714284, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.0, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.857142857142857, 7.428571428571429, 7.857142857142857, 8.0, 8.428571428571429, 8.857142857142858, 9.285714285714286, 9.714285714285714, 10.571428571428571, 11.428571428571429, 11.714285714285714, 12.428571428571429, 13.428571428571429, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.714285714285714, 14.857142857142858, 15.0, 15.428571428571429, 15.714285714285714, 17.0, 17.285714285714285, 17.428571428571427, 17.571428571428573, 18.857142857142858, 19.0, 19.142857142857142, 20.428571428571427, 21.428571428571427, 23.428571428571427, 23.857142857142858, 24.285714285714285, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 1.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 1.0, 2.0, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently throughout the timeline, with a notable concentration in the earlier weeks. Reviews for the Kindle Store appear intermittently, primarily clustered around the 5-week mark and again around the 14-week mark. The frequency of book reviews remains high, with several clusters of reviews occurring in the later weeks as well, indicating a sustained interest in books over time. Overall, the pattern shows a strong emphasis on book reviews with occasional mentions of the Kindle Store." }, { "dim_process": 18, "seq_idx": 395, "seq_len": 78, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.0, 1.0, 1.1428571428571428, 1.1428571428571428, 1.5714285714285714, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 2.857142857142857, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.428571428571429, 4.857142857142857, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.285714285714286, 8.142857142857142, 9.0, 9.285714285714286, 9.857142857142858, 10.428571428571429, 11.142857142857142, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.428571428571429, 13.285714285714286, 14.0, 14.142857142857142, 14.142857142857142, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.857142857142858, 15.857142857142858, 16.142857142857142, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.142857142857142, 17.285714285714285, 17.714285714285715, 17.857142857142858, 18.714285714285715, 18.857142857142858, 19.0, 19.571428571428573, 20.571428571428573, 20.571428571428573, 20.857142857142858, 21.714285714285715, 22.0, 22.571428571428573, 23.142857142857142, 23.857142857142858, 25.428571428571427, 25.714285714285715, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 0.0, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.5714285714285714, 0.2857142857142857, 0.0 ], "type_event": [ 10, 10, 10, 0, 7, 10, 7, 11, 10, 0, 7, 10, 7, 14, 10, 14, 14, 14, 10, 10, 11, 10, 10, 10, 8, 0, 10, 10, 14, 10, 10, 14, 10, 13, 14, 14, 14, 10, 10, 15, 14, 10, 10, 7, 10, 0, 15, 11, 10, 10, 10, 11, 14, 10, 0, 14, 10, 0, 0, 11, 10, 0, 14, 14, 15, 11, 0, 10, 2, 10, 14, 14, 10, 14, 10, 10, 11, 10 ], "type_text": [ "Books", "Books", "Books", "Other", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Other", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Toys and Games", "Other", "Books", "Books", "Movies and TV", "Books", "Books", "Movies and TV", "Books", "Patio Lawn and Garden", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Books", "Clothing Shoes and Jewelry", "Movies and TV", "Books", "Books", "Grocery and Gourmet Food", "Books", "Other", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Books", "Books", "Home and Kitchen", "Movies and TV", "Books", "Other", "Movies and TV", "Books", "Other", "Other", "Home and Kitchen", "Books", "Other", "Movies and TV", "Movies and TV", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Books", "Pet Supplies", "Books", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Books", "Books", "Home and Kitchen", "Books" ], "description": "The sequence of product reviews shows a clear initial focus on the \"Books\" category, with multiple reviews submitted in quick succession during the early weeks. As time progresses, there is a diversification into other categories, particularly \"Grocery and Gourmet Food,\" \"Movies and TV,\" and \"Home and Kitchen,\" which appear alongside ongoing reviews of books. Notably, reviews for \"Movies and TV\" cluster around the mid to late stages of the timeline, while the frequency of \"Books\" reviews remains relatively consistent throughout the sequence. Additionally, there are sporadic entries in categories like \"Clothing Shoes and Jewelry\" and \"Other,\" indicating occasional shifts in focus. Overall, the pattern reveals a primary interest in books, with a gradual exploration of other product categories over time." }, { "dim_process": 18, "seq_idx": 396, "seq_len": 40, "time_since_start": [ 0.0, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 1.7142857142857142, 3.0, 3.142857142857143, 3.2857142857142856, 4.0, 5.285714285714286, 6.0, 6.714285714285714, 7.0, 7.428571428571429, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 9.142857142857142, 9.714285714285714, 9.857142857142858, 10.0, 10.285714285714286, 11.0, 11.571428571428571, 11.857142857142858, 12.0, 14.0, 14.285714285714286, 15.571428571428571, 15.714285714285714, 17.0, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.857142857142858, 18.0, 20.0, 21.0, 25.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.0, 0.7142857142857143, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.2857142857142858, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 2.0, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 2.0, 1.0, 4.0 ], "type_event": [ 10, 8, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Toys and Games", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong and consistent focus on the \"Books\" category, with the majority of reviews submitted over time falling within this category. Initial reviews include \"Toys and Games\" and \"Clothing Shoes and Jewelry,\" but these are quickly overshadowed by a significant increase in book reviews starting from the first week and continuing through the following weeks. The reviews for books cluster heavily in the early to mid-period of the timeline, with only a few instances of reviews for the \"Kindle Store\" appearing later in the sequence. Overall, the trend indicates a sustained interest in books, with minimal diversification into other categories." }, { "dim_process": 18, "seq_idx": 397, "seq_len": 58, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.285714285714286, 11.142857142857142, 11.285714285714286, 12.142857142857142, 12.285714285714286, 12.285714285714286, 12.428571428571429, 12.714285714285714, 13.0, 13.0, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.0, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.714285714285714, 15.714285714285714, 16.0, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.0, 17.142857142857142, 18.0, 18.285714285714285, 18.857142857142858, 19.142857142857142, 19.714285714285715, 20.142857142857142, 21.0, 22.428571428571427, 23.0, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 6.857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 1.4285714285714286, 0.5714285714285714, 0.42857142857142855 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 16, 16, 16, 16, 4, 16, 16, 16, 10, 10, 10, 10, 16, 10, 16, 16, 16, 10, 16, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Electronics", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category in the initial weeks, with multiple reviews clustered closely together. As time progresses, there is a noticeable shift towards the \"Kindle Store\" category, which sees a significant increase in reviews, especially in the later weeks. The reviews for \"Books\" continue to appear but at a reduced frequency compared to the earlier period, while \"Electronics\" is briefly introduced. Overall, the trend indicates an early concentration on books that transitions to a predominant focus on the Kindle Store over time." }, { "dim_process": 18, "seq_idx": 398, "seq_len": 41, "time_since_start": [ 0.0, 0.0, 1.2857142857142858, 2.142857142857143, 2.142857142857143, 4.428571428571429, 4.428571428571429, 7.0, 7.0, 7.0, 7.0, 7.0, 7.285714285714286, 7.428571428571429, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.571428571428571, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 9.142857142857142, 11.285714285714286, 11.285714285714286, 11.285714285714286, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 15.714285714285714, 15.714285714285714, 15.714285714285714, 18.285714285714285, 18.285714285714285, 18.285714285714285, 18.428571428571427, 18.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 1.2857142857142858, 0.8571428571428571, 0.0, 2.2857142857142856, 0.0, 2.5714285714285716, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 2.142857142857143, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 3.5714285714285716, 0.0, 0.0, 2.5714285714285716, 0.0, 0.0, 0.14285714285714285, 0.0 ], "type_event": [ 14, 10, 11, 15, 2, 10, 14, 15, 10, 11, 0, 4, 10, 10, 10, 11, 14, 11, 2, 10, 10, 4, 0, 11, 9, 0, 0, 10, 14, 11, 12, 2, 10, 9, 15, 2, 10, 2, 15, 2, 3 ], "type_text": [ "Movies and TV", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Pet Supplies", "Books", "Movies and TV", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Other", "Electronics", "Books", "Books", "Books", "Home and Kitchen", "Movies and TV", "Home and Kitchen", "Pet Supplies", "Books", "Books", "Electronics", "Other", "Home and Kitchen", "Office Products", "Other", "Other", "Books", "Movies and TV", "Home and Kitchen", "Sports and Outdoors", "Pet Supplies", "Books", "Office Products", "Clothing Shoes and Jewelry", "Pet Supplies", "Books", "Pet Supplies", "Clothing Shoes and Jewelry", "Pet Supplies", "Arts Crafts and Sewing" ], "description": "The sequence of product reviews begins with entries in the Movies and TV and Books categories, both submitted at the start. Over the following weeks, there is a gradual introduction of various categories, including Home and Kitchen and Clothing Shoes and Jewelry, with some clustering of reviews around the 7-week mark. A notable increase in review submissions occurs around the 8 to 12-week period, particularly for Books and Home and Kitchen. Towards the later weeks, there is a consistent focus on Books and Pet Supplies, with additional entries in Clothing Shoes and Jewelry and other categories, indicating a diverse range of interests over time." }, { "dim_process": 18, "seq_idx": 399, "seq_len": 67, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.714285714285714, 7.0, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.571428571428571, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.571428571428571, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.142857142857142, 11.285714285714286, 11.714285714285714, 12.142857142857142, 12.714285714285714, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.0, 14.714285714285714, 15.428571428571429, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 8.142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, with a majority of reviews submitted consistently over time. The reviews for \"Kindle Store\" appear intermittently, primarily clustered around the 2.57 to 5.57 week range and again at the 7.0 to 11.14 week range. There is a noticeable concentration of reviews in the early weeks, with a gradual tapering off as time progresses, though reviews for \"Books\" continue to be submitted sporadically up to the 23.57 week mark. Overall, the pattern indicates a sustained interest in \"Books\" with occasional engagement with the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 400, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 1.5714285714285714, 1.8571428571428572, 1.8571428571428572, 2.4285714285714284, 2.7142857142857144, 4.571428571428571, 4.857142857142857, 5.0, 5.142857142857143, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.428571428571429, 8.571428571428571, 9.857142857142858, 10.857142857142858, 11.0, 12.571428571428571, 13.142857142857142, 13.571428571428571, 14.285714285714286, 16.571428571428573, 17.428571428571427, 17.714285714285715, 18.142857142857142, 22.428571428571427, 22.714285714285715, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.7142857142857143, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 1.8571428571428572, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 1.0, 0.14285714285714285, 1.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 2.2857142857142856, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 4.285714285714286, 0.2857142857142857, 1.0 ], "type_event": [ 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs frequently throughout the timeline, especially in the early weeks. The \"Kindle Store\" reviews appear less often and are clustered around specific points, notably at the 0.71, 1.57, and 22-week marks. The reviews for \"Books\" are consistently submitted with increasing frequency, particularly between weeks 1 and 18, while \"Kindle Store\" reviews are more sporadic and occur primarily in the earlier and later parts of the timeline. Overall, the trend indicates a sustained interest in \"Books\" with intermittent reviews for the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 401, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.4285714285714284, 3.857142857142857, 4.142857142857143, 5.0, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.428571428571429, 6.857142857142857, 7.428571428571429, 7.857142857142857, 8.142857142857142, 9.142857142857142, 10.142857142857142, 10.857142857142858, 11.142857142857142, 11.857142857142858, 12.142857142857142, 12.428571428571429, 13.142857142857142, 13.857142857142858, 14.857142857142858, 15.428571428571429, 15.857142857142858, 16.428571428571427, 16.857142857142858, 17.142857142857142, 17.857142857142858, 18.142857142857142, 18.428571428571427, 19.142857142857142, 20.857142857142858, 21.428571428571427, 23.142857142857142, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 1.0, 1.0, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 1.0, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.7142857142857142, 0.5714285714285714, 1.7142857142857142, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted in the initial weeks. The reviews for \"Kindle Store\" appear less frequently and are interspersed among the \"Books\" reviews, typically occurring after several weeks of consistent book reviews. There is a noticeable clustering of \"Books\" reviews, particularly in the early to mid-period of the sequence, while \"Kindle Store\" reviews tend to emerge more prominently in the later stages. Overall, the pattern indicates a strong initial engagement with books, followed by occasional reviews of the Kindle Store." }, { "dim_process": 18, "seq_idx": 402, "seq_len": 40, "time_since_start": [ 0.0, 0.5714285714285714, 1.4285714285714286, 2.0, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.4285714285714284, 4.285714285714286, 5.0, 5.571428571428571, 5.571428571428571, 6.0, 6.571428571428571, 7.0, 7.571428571428571, 8.285714285714286, 9.0, 9.571428571428571, 10.0, 10.142857142857142, 10.714285714285714, 11.714285714285714, 12.0, 12.571428571428571, 13.714285714285714, 14.0, 14.142857142857142, 14.285714285714286, 15.0, 16.0, 16.0, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.0, 17.142857142857142, 18.285714285714285, 18.857142857142858, 21.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.7142857142857143, 0.5714285714285714, 0.0, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 1.0, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 2.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which is consistently reviewed throughout the timeline, especially in the early weeks. The first review of the \"Kindle Store\" category occurs around week 5, but reviews for \"Books\" continue to dominate the sequence. There is a noticeable clustering of reviews within the first 18 weeks, with a gradual increase in frequency before a slight decrease in activity towards the end of the sequence. Overall, the reviews show a strong preference for \"Books,\" with the \"Kindle Store\" category appearing infrequently." }, { "dim_process": 18, "seq_idx": 403, "seq_len": 44, "time_since_start": [ 0.0, 0.5714285714285714, 3.0, 3.4285714285714284, 4.142857142857143, 4.428571428571429, 4.571428571428571, 5.142857142857143, 5.428571428571429, 5.428571428571429, 6.428571428571429, 7.571428571428571, 7.714285714285714, 8.714285714285714, 9.142857142857142, 10.142857142857142, 10.714285714285714, 10.857142857142858, 11.142857142857142, 12.142857142857142, 12.571428571428571, 13.571428571428571, 13.714285714285714, 14.285714285714286, 14.428571428571429, 14.428571428571429, 14.714285714285714, 15.0, 15.0, 15.285714285714286, 16.0, 16.714285714285715, 17.0, 17.714285714285715, 18.0, 18.857142857142858, 19.0, 19.285714285714285, 19.857142857142858, 20.714285714285715, 21.0, 23.428571428571427, 23.571428571428573, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 2.4285714285714284, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 1.0, 1.1428571428571428, 0.14285714285714285, 1.0, 0.42857142857142855, 1.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.0, 0.42857142857142855, 1.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 2.4285714285714284, 0.14285714285714285, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted over time. Initial reviews are concentrated within the first few weeks, primarily in the \"Books\" category, with some early entries in the \"Kindle Store.\" As time progresses, reviews continue to cluster around the \"Books\" category, with occasional entries in the \"Kindle Store\" interspersed. The frequency of reviews appears to maintain a steady pace, with a notable increase in the number of reviews submitted in the later weeks, particularly in the \"Books\" category." }, { "dim_process": 18, "seq_idx": 404, "seq_len": 61, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.0, 2.0, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.0, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.142857142857143, 6.428571428571429, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.714285714285714, 8.714285714285714, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.571428571428571, 10.714285714285714, 11.142857142857142, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.285714285714286, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.285714285714286, 14.428571428571429, 15.142857142857142, 15.285714285714286, 15.714285714285714, 15.857142857142858, 16.0, 16.285714285714285, 17.0, 17.142857142857142, 17.428571428571427, 17.571428571428573, 17.714285714285715, 18.142857142857142, 18.714285714285715, 18.857142857142858, 19.428571428571427, 21.285714285714285, 21.571428571428573, 21.857142857142858, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 1.8571428571428572, 0.2857142857142857, 0.2857142857142857, 1.0 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a series of reviews primarily focused on books, with the first few weeks showing a high frequency of book-related reviews. As time progresses, there are occasional reviews for the Kindle Store interspersed among the book reviews, particularly around the 1-week and 6-week marks. The majority of reviews continue to center on books, with a noticeable clustering of book reviews occurring consistently throughout the timeline. Towards the end of the sequence, the trend remains predominantly focused on books, with only a few instances of Kindle Store reviews appearing intermittently. Overall, the pattern indicates a sustained interest in books, with Kindle Store reviews appearing less frequently." }, { "dim_process": 18, "seq_idx": 405, "seq_len": 40, "time_since_start": [ 0.0, 1.0, 1.5714285714285714, 2.0, 3.0, 3.857142857142857, 4.0, 4.571428571428571, 5.142857142857143, 5.857142857142857, 7.0, 7.714285714285714, 8.0, 8.428571428571429, 8.714285714285714, 9.0, 9.142857142857142, 9.285714285714286, 9.571428571428571, 10.0, 10.0, 10.142857142857142, 10.428571428571429, 10.571428571428571, 11.142857142857142, 12.0, 12.142857142857142, 12.857142857142858, 12.857142857142858, 13.0, 13.571428571428571, 14.714285714285714, 15.428571428571429, 15.714285714285714, 17.142857142857142, 18.142857142857142, 20.714285714285715, 21.285714285714285, 21.428571428571427, 23.571428571428573 ], "time_since_last_event": [ 0.0, 1.0, 0.5714285714285714, 0.42857142857142855, 1.0, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 1.4285714285714286, 1.0, 2.5714285714285716, 0.5714285714285714, 0.14285714285714285, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 15, 15, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a consistent focus on books, with multiple reviews submitted in the initial weeks. After a sustained period of book reviews, there is a notable shift at around 10 weeks, where a review for pet supplies is introduced alongside continued book reviews. Following this, there is a gradual introduction of clothing, shoes, and jewelry reviews around the 12-week mark. The sequence then returns to a predominance of book reviews, which continue to be submitted intermittently until the later weeks, with the final reviews shifting to the Kindle Store. Overall, the trend shows a strong initial emphasis on books, with occasional diversification into other categories before returning to books." }, { "dim_process": 18, "seq_idx": 406, "seq_len": 49, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 2.5714285714285716, 3.7142857142857144, 4.0, 4.285714285714286, 4.714285714285714, 5.0, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.428571428571429, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 10.142857142857142, 10.142857142857142, 10.428571428571429, 11.714285714285714, 12.0, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.428571428571429, 15.857142857142858, 16.142857142857142, 16.428571428571427, 16.857142857142858, 17.285714285714285, 20.857142857142858, 21.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 3.5714285714285716, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. As time progresses, there are intermittent reviews for the \"Kindle Store,\" which appear primarily after several weeks of consistent \"Books\" reviews. The reviews for \"Books\" continue to dominate the sequence, with clusters of reviews occurring at various intervals, while \"Kindle Store\" reviews tend to appear less frequently and often follow periods of \"Books\" reviews. Overall, the pattern shows a sustained interest in \"Books,\" with \"Kindle Store\" reviews interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 407, "seq_len": 45, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 2.0, 2.857142857142857, 3.7142857142857144, 3.857142857142857, 4.571428571428571, 5.285714285714286, 5.285714285714286, 5.857142857142857, 6.0, 7.0, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.857142857142857, 8.142857142857142, 8.285714285714286, 9.0, 9.428571428571429, 10.285714285714286, 10.857142857142858, 11.0, 11.857142857142858, 12.428571428571429, 13.0, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.0, 14.285714285714286, 15.428571428571429, 15.428571428571429, 16.0, 16.428571428571427, 16.571428571428573, 17.0, 17.857142857142858, 21.0, 22.0, 25.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.0, 0.5714285714285714, 0.14285714285714285, 1.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 3.142857142857143, 1.0, 3.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 3, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews being submitted consistently over time, particularly in the early weeks. The \"Kindle Store\" category appears intermittently, primarily clustered around the 3 to 8-week mark and again at the 15-week mark. The reviews for \"Arts Crafts and Sewing\" occur once, around the 13.86-week mark, indicating a brief diversion from the primary focus on books. Overall, the trend reflects a sustained interest in books throughout the entire timeline, with occasional reviews for the Kindle Store." }, { "dim_process": 18, "seq_idx": 408, "seq_len": 42, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 1.7142857142857142, 1.8571428571428572, 3.7142857142857144, 3.857142857142857, 4.0, 5.714285714285714, 7.0, 7.571428571428571, 7.857142857142857, 8.0, 8.571428571428571, 8.714285714285714, 9.714285714285714, 9.714285714285714, 10.0, 10.714285714285714, 10.857142857142858, 12.0, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.714285714285714, 13.857142857142858, 13.857142857142858, 14.428571428571429, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.571428571428573, 16.714285714285715, 17.857142857142858, 18.857142857142858, 19.857142857142858, 20.571428571428573, 24.714285714285715, 25.0 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.8571428571428571, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 1.2857142857142858, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.5714285714285714, 1.2857142857142858, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 1.0, 1.0, 0.7142857142857143, 4.142857142857143, 0.2857142857142857 ], "type_event": [ 10, 15, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16 ], "type_text": [ "Books", "Clothing Shoes and Jewelry", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a clear pattern of clustering around the \"Books\" category, which is consistently reviewed throughout the timeline, particularly in the earlier weeks. The \"Kindle Store\" reviews appear less frequently and are primarily concentrated in the later part of the sequence, with some notable occurrences interspersed among the \"Books\" reviews. Overall, the user exhibits a strong preference for reviewing \"Books\" early and often, while \"Kindle Store\" reviews tend to emerge more sporadically and later in the timeline." }, { "dim_process": 18, "seq_idx": 409, "seq_len": 54, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.1428571428571428, 1.7142857142857142, 1.7142857142857142, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.4285714285714284, 4.285714285714286, 5.142857142857143, 5.428571428571429, 6.142857142857143, 6.857142857142857, 7.571428571428571, 7.571428571428571, 8.571428571428571, 8.714285714285714, 9.142857142857142, 10.0, 10.142857142857142, 10.571428571428571, 10.571428571428571, 10.714285714285714, 11.285714285714286, 12.0, 12.0, 12.714285714285714, 12.714285714285714, 13.428571428571429, 13.428571428571429, 13.714285714285714, 13.714285714285714, 14.571428571428571, 14.571428571428571, 14.857142857142858, 15.571428571428571, 15.714285714285714, 15.714285714285714, 16.0, 17.857142857142858, 18.142857142857142, 18.142857142857142, 18.428571428571427, 18.428571428571427, 19.285714285714285, 19.285714285714285, 20.571428571428573, 20.714285714285715, 20.714285714285715, 22.571428571428573, 22.714285714285715, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.0, 1.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.0, 0.7142857142857143, 0.0, 0.7142857142857143, 0.0, 0.2857142857142857, 0.0, 0.8571428571428571, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2857142857142857, 1.8571428571428572, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.8571428571428571, 0.0, 1.2857142857142858, 0.14285714285714285, 0.0, 1.8571428571428572, 0.14285714285714285, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 2, 16, 10, 10, 10, 10, 16, 10, 16, 10, 16, 16, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 16, 16, 10, 16, 10, 16, 16, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins predominantly with the \"Books\" category, with multiple entries clustered in the initial weeks. As time progresses, there is a noticeable increase in reviews for the \"Kindle Store,\" particularly around the 1.71 to 3.43-week mark, where both categories appear frequently. The reviews for \"Books\" continue to be submitted consistently throughout the timeline, with some entries for \"Kindle Store\" also appearing. Towards the later weeks, there is a mix of reviews for both categories, but \"Kindle Store\" reviews become more prominent, indicating a trend of increasing engagement with that category over time. The \"Pet Supplies\" category appears once, indicating a brief diversification in review topics." }, { "dim_process": 18, "seq_idx": 410, "seq_len": 83, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 2.0, 2.0, 2.0, 2.2857142857142856, 3.0, 3.0, 3.0, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 4.571428571428571, 5.571428571428571, 6.571428571428571, 6.571428571428571, 6.714285714285714, 7.285714285714286, 7.428571428571429, 7.428571428571429, 7.571428571428571, 7.571428571428571, 7.571428571428571, 8.428571428571429, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.571428571428571, 9.571428571428571, 9.571428571428571, 10.571428571428571, 10.571428571428571, 10.571428571428571, 11.571428571428571, 12.428571428571429, 12.428571428571429, 12.571428571428571, 13.428571428571429, 13.571428571428571, 13.571428571428571, 13.571428571428571, 14.0, 14.285714285714286, 14.428571428571429, 14.428571428571429, 15.428571428571429, 16.142857142857142, 16.142857142857142, 16.142857142857142, 16.285714285714285, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.571428571428573, 17.571428571428573, 17.571428571428573, 18.142857142857142, 18.428571428571427, 18.428571428571427, 18.428571428571427, 18.428571428571427, 18.428571428571427, 18.428571428571427, 18.428571428571427, 20.285714285714285, 20.285714285714285, 21.428571428571427, 21.571428571428573, 22.0, 22.0, 22.0, 22.142857142857142, 22.571428571428573, 23.142857142857142, 23.285714285714285, 23.285714285714285, 23.428571428571427, 23.857142857142858, 24.0, 25.428571428571427, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 0.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 1.2857142857142858, 1.0, 1.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.8571428571428571, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 1.0, 0.7142857142857143, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.0, 1.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.8571428571428572, 0.0, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.0 ], "type_event": [ 4, 10, 4, 15, 12, 9, 0, 10, 1, 11, 10, 10, 6, 10, 11, 8, 10, 14, 12, 11, 10, 9, 10, 12, 10, 0, 12, 10, 7, 8, 10, 0, 7, 12, 10, 10, 10, 12, 10, 10, 7, 0, 10, 10, 10, 15, 10, 10, 8, 10, 9, 11, 4, 9, 8, 0, 8, 10, 10, 15, 1, 11, 3, 17, 4, 0, 4, 10, 8, 7, 15, 12, 4, 4, 11, 3, 9, 11, 9, 10, 11, 4, 11 ], "type_text": [ "Electronics", "Books", "Electronics", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Office Products", "Other", "Books", "Tools and Home Improvement", "Home and Kitchen", "Books", "Books", "Industrial and Scientific", "Books", "Home and Kitchen", "Toys and Games", "Books", "Movies and TV", "Sports and Outdoors", "Home and Kitchen", "Books", "Office Products", "Books", "Sports and Outdoors", "Books", "Other", "Sports and Outdoors", "Books", "Grocery and Gourmet Food", "Toys and Games", "Books", "Other", "Grocery and Gourmet Food", "Sports and Outdoors", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Grocery and Gourmet Food", "Other", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Toys and Games", "Books", "Office Products", "Home and Kitchen", "Electronics", "Office Products", "Toys and Games", "Other", "Toys and Games", "Books", "Books", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Arts Crafts and Sewing", "Cell Phones and Accessories", "Electronics", "Other", "Electronics", "Books", "Toys and Games", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Electronics", "Electronics", "Home and Kitchen", "Arts Crafts and Sewing", "Office Products", "Home and Kitchen", "Office Products", "Books", "Home and Kitchen", "Electronics", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a focus on Electronics and Books in the early weeks, followed by a diverse range of categories introduced around the two-week mark. Reviews for Books appear frequently, with notable clusters around the three-week mark and again later in the sequence. As time progresses, there is an increase in reviews for Clothing, Sports and Outdoors, and Home and Kitchen, particularly between weeks 7 and 24. The sequence shows a consistent presence of Books throughout, with Electronics and Toys and Games also appearing multiple times, especially towards the later weeks." }, { "dim_process": 18, "seq_idx": 411, "seq_len": 61, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.0, 1.1428571428571428, 1.4285714285714286, 2.142857142857143, 2.5714285714285716, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.714285714285714, 4.857142857142857, 6.714285714285714, 6.857142857142857, 7.428571428571429, 7.857142857142857, 8.0, 8.0, 8.142857142857142, 8.571428571428571, 9.285714285714286, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.571428571428571, 10.857142857142858, 11.285714285714286, 11.428571428571429, 11.714285714285714, 11.714285714285714, 12.0, 12.0, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.0, 15.285714285714286, 15.571428571428571, 16.142857142857142, 16.571428571428573, 16.714285714285715, 17.714285714285715, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 18.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the earlier weeks. The \"Kindle Store\" reviews appear less frequently but are interspersed among the \"Books\" reviews, often clustered around specific weeks. Notably, there is a trend of increased \"Kindle Store\" reviews appearing after several weeks of \"Books\" reviews, suggesting a pattern where the user primarily engages with \"Books\" before occasionally reviewing \"Kindle Store\" products. Overall, the reviews are concentrated in the first half of the timeline, with a gradual decrease in frequency as time progresses." }, { "dim_process": 18, "seq_idx": 412, "seq_len": 55, "time_since_start": [ 0.0, 0.8571428571428571, 0.8571428571428571, 1.8571428571428572, 2.142857142857143, 2.142857142857143, 2.5714285714285716, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.571428571428571, 4.714285714285714, 6.142857142857143, 6.857142857142857, 8.142857142857142, 8.428571428571429, 9.142857142857142, 9.142857142857142, 10.142857142857142, 10.571428571428571, 11.142857142857142, 11.142857142857142, 11.571428571428571, 11.571428571428571, 12.571428571428571, 13.0, 13.714285714285714, 13.857142857142858, 13.857142857142858, 14.0, 14.714285714285714, 15.142857142857142, 15.285714285714286, 17.0, 17.0, 17.714285714285715, 19.0, 19.0, 19.142857142857142, 19.142857142857142, 19.285714285714285, 19.714285714285715, 19.857142857142858, 19.857142857142858, 20.285714285714285, 20.428571428571427, 20.428571428571427, 20.714285714285715, 21.0, 23.142857142857142, 23.142857142857142, 23.714285714285715, 24.0, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.0, 1.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.8571428571428571, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.4285714285714286, 0.7142857142857143, 1.2857142857142858, 0.2857142857142857, 0.7142857142857143, 0.0, 1.0, 0.42857142857142855, 0.5714285714285714, 0.0, 0.42857142857142855, 0.0, 1.0, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 1.7142857142857142, 0.0, 0.7142857142857143, 1.2857142857142858, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 2.142857142857143, 0.0, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 10, 10, 7, 10, 7, 10, 7, 10, 9, 10, 10, 9, 10, 10, 7, 11, 2, 7, 0, 11, 10, 7, 11, 10, 0, 10, 10, 7, 0, 7, 12, 10, 15, 10, 10, 7, 7, 11, 0, 2, 7, 7, 2, 7, 0, 7, 15, 7, 10, 7, 11, 10, 10, 2, 7 ], "type_text": [ "Books", "Books", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Books", "Office Products", "Books", "Books", "Office Products", "Books", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Pet Supplies", "Grocery and Gourmet Food", "Other", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Other", "Books", "Books", "Grocery and Gourmet Food", "Other", "Grocery and Gourmet Food", "Sports and Outdoors", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Home and Kitchen", "Other", "Pet Supplies", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Pet Supplies", "Grocery and Gourmet Food", "Other", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Books", "Pet Supplies", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily in the categories of Books and Grocery and Gourmet Food, which occur frequently throughout the timeline. Reviews for Books appear early and continue to be submitted at regular intervals, while Grocery and Gourmet Food reviews also cluster in the earlier weeks but show a notable presence in later weeks as well. Other categories, such as Home and Kitchen, Pet Supplies, and Office Products, appear less frequently and tend to emerge in the middle to later stages of the timeline. Overall, the user demonstrates a strong preference for Books and Grocery and Gourmet Food, with a gradual diversification into other categories as time progresses." }, { "dim_process": 18, "seq_idx": 413, "seq_len": 50, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.4285714285714286, 1.7142857142857142, 2.0, 3.0, 3.2857142857142856, 4.0, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.0, 5.428571428571429, 6.0, 6.428571428571429, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.285714285714286, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.857142857142858, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.714285714285714, 14.0, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.571428571428571, 16.142857142857142, 16.285714285714285, 16.714285714285715, 16.857142857142858, 19.0, 19.571428571428573, 21.142857142857142, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 1.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 2.142857142857143, 0.5714285714285714, 1.5714285714285714, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The reviews for \"Books\" are clustered primarily in the initial weeks, with a gradual increase in frequency until around week 19. A single review for \"Clothing Shoes and Jewelry\" appears at week 6. Additionally, there is a review for \"Home and Kitchen\" at week 12, but the overall trend remains heavily skewed towards \"Books.\" The review activity appears to be concentrated in the earlier weeks, with fewer reviews submitted in the later weeks of the sequence." }, { "dim_process": 18, "seq_idx": 414, "seq_len": 93, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.428571428571429, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.142857142857142, 8.714285714285714, 8.857142857142858, 9.0, 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22.142857142857142, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 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10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 16, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a notable number of reviews submitted consistently over time. Reviews for \"Kindle Store\" appear less frequently and are primarily clustered in the earlier and later portions of the timeline, suggesting some periods of increased engagement with that category. There are several stretches where multiple \"Books\" reviews are submitted in close succession, indicating sustained interest, while \"Kindle Store\" reviews tend to occur at intervals, often following clusters of \"Books\" reviews. Overall, the trend indicates a strong preference for \"Books,\" with \"Kindle Store\" reviews serving as occasional diversions throughout the sequence." }, { "dim_process": 18, "seq_idx": 415, "seq_len": 83, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.714285714285714, 4.714285714285714, 4.857142857142857, 5.0, 5.0, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 5.857142857142857, 6.0, 6.142857142857143, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 7.714285714285714, 8.0, 8.142857142857142, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.571428571428571, 9.857142857142858, 10.285714285714286, 11.0, 11.142857142857142, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.285714285714286, 13.0, 13.428571428571429, 13.428571428571429, 13.714285714285714, 13.714285714285714, 14.0, 14.285714285714286, 14.285714285714286, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.0, 15.142857142857142, 15.428571428571429, 16.0, 16.571428571428573, 16.857142857142858, 17.0, 17.857142857142858, 18.857142857142858, 19.571428571428573, 20.142857142857142, 20.571428571428573, 21.0, 22.142857142857142, 22.285714285714285, 23.142857142857142, 23.428571428571427, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 1.0, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 1.0 ], "type_event": [ 10, 16, 16, 10, 16, 10, 16, 16, 16, 16, 16, 10, 10, 16, 10, 10, 16, 16, 10, 10, 16, 10, 16, 10, 10, 10, 16, 16, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 16, 16, 10, 16, 10, 16, 16, 10, 10, 10, 10, 0, 16, 10, 10, 16, 10, 16, 16, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Other", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a pattern where the user initially engages with both the \"Books\" and \"Kindle Store\" categories, with a slight preference for \"Kindle Store\" in the earlier weeks. As time progresses, the frequency of reviews in both categories remains relatively consistent, with some clustering of \"Books\" reviews occurring around the 5 to 9-week mark and again between 11 to 15 weeks. The \"Kindle Store\" reviews tend to occur more frequently in the later weeks, particularly from weeks 17 to 24, indicating a gradual increase in activity in that category over time. Overall, both categories are reviewed throughout the sequence, but the timing suggests a fluctuating focus between them." }, { "dim_process": 18, "seq_idx": 416, "seq_len": 55, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.8571428571428572, 2.0, 2.142857142857143, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 5.0, 5.428571428571429, 6.0, 6.428571428571429, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.0, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.428571428571429, 10.142857142857142, 10.285714285714286, 10.714285714285714, 11.0, 11.428571428571429, 11.857142857142858, 12.0, 12.714285714285714, 12.857142857142858, 13.142857142857142, 14.142857142857142, 14.428571428571429, 14.714285714285714, 15.0, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.714285714285715, 17.142857142857142, 17.714285714285715, 18.142857142857142, 18.571428571428573, 18.714285714285715, 18.857142857142858, 19.285714285714285, 21.428571428571427, 22.142857142857142, 23.142857142857142, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 2.142857142857143, 0.7142857142857143, 1.0, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline. There are three notable instances of reviews in the \"Kindle Store,\" which are clustered at the beginning, around the 2-week mark, and later at approximately the 11-week and 19-week marks. The reviews for \"Books\" are frequent and tend to cluster closely together, particularly in the early and middle parts of the timeline, with a gradual tapering off towards the end. Overall, the pattern indicates a sustained interest in books with occasional reviews for the Kindle Store interspersed." }, { "dim_process": 18, "seq_idx": 417, "seq_len": 44, "time_since_start": [ 0.0, 5.428571428571429, 6.285714285714286, 6.285714285714286, 6.285714285714286, 6.285714285714286, 6.714285714285714, 8.142857142857142, 8.142857142857142, 8.142857142857142, 8.142857142857142, 10.714285714285714, 10.714285714285714, 13.714285714285714, 13.714285714285714, 13.714285714285714, 13.714285714285714, 13.857142857142858, 13.857142857142858, 14.0, 14.428571428571429, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.857142857142858, 18.142857142857142, 18.142857142857142, 19.714285714285715, 19.714285714285715, 19.714285714285715, 19.714285714285715, 20.428571428571427, 22.714285714285715, 22.714285714285715, 23.0, 23.142857142857142, 24.714285714285715, 24.714285714285715, 24.714285714285715 ], "time_since_last_event": [ 0.0, 5.428571428571429, 0.8571428571428571, 0.0, 0.0, 0.0, 0.42857142857142855, 1.4285714285714286, 0.0, 0.0, 0.0, 2.5714285714285716, 0.0, 3.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 2.142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 1.2857142857142858, 0.0, 1.5714285714285714, 0.0, 0.0, 0.0, 0.7142857142857143, 2.2857142857142856, 0.0, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 0.0, 0.0 ], "type_event": [ 0, 0, 4, 5, 0, 11, 1, 0, 13, 12, 0, 5, 6, 15, 12, 11, 1, 12, 5, 12, 15, 10, 0, 15, 12, 2, 0, 5, 9, 15, 12, 9, 13, 12, 1, 9, 15, 12, 15, 12, 12, 6, 11, 12 ], "type_text": [ "Other", "Other", "Electronics", "Automotive", "Other", "Home and Kitchen", "Tools and Home Improvement", "Other", "Patio Lawn and Garden", "Sports and Outdoors", "Other", "Automotive", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Tools and Home Improvement", "Sports and Outdoors", "Automotive", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Other", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Pet Supplies", "Other", "Automotive", "Office Products", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Office Products", "Patio Lawn and Garden", "Sports and Outdoors", "Tools and Home Improvement", "Office Products", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Sports and Outdoors", "Industrial and Scientific", "Home and Kitchen", "Sports and Outdoors" ], "description": "The sequence of product reviews shows an initial focus on various categories, with \"Other\" reviews occurring early on. As time progresses, there is a notable increase in reviews related to \"Automotive,\" \"Sports and Outdoors,\" and \"Clothing Shoes and Jewelry,\" particularly around the 13 to 24-week mark, indicating a clustering of these categories. Reviews for \"Home and Kitchen\" and \"Tools and Home Improvement\" also appear but are more sporadic. The pattern suggests that certain categories, especially \"Sports and Outdoors,\" become more prominent in the later stages of the timeline." }, { "dim_process": 18, "seq_idx": 418, "seq_len": 70, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.857142857142857, 6.285714285714286, 6.857142857142857, 7.142857142857143, 7.428571428571429, 8.0, 8.142857142857142, 8.285714285714286, 9.0, 9.142857142857142, 9.428571428571429, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.857142857142858, 15.857142857142858, 15.857142857142858, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.0, 17.428571428571427, 17.571428571428573, 18.0, 18.142857142857142, 18.285714285714285, 19.0, 20.714285714285715, 21.714285714285715, 22.0, 24.0, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.7142857142857142, 1.0, 0.2857142857142857, 2.0, 0.5714285714285714 ], "type_event": [ 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 13, 2, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Pet Supplies", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a few entries in the Kindle Store, followed closely by a significant cluster of book reviews in the initial weeks. The majority of reviews are concentrated in the Books category, particularly between the first and third weeks, with continued activity in this category throughout the sequence. There are intermittent reviews in the Kindle Store, with notable entries occurring at the beginning, mid-point, and end of the timeline. Additionally, there are brief mentions of reviews in other categories, such as Patio Lawn and Garden and Pet Supplies, which appear later in the sequence, indicating a slight diversification in the user's review behavior after a prolonged focus on books." }, { "dim_process": 18, "seq_idx": 419, "seq_len": 48, "time_since_start": [ 0.0, 1.5714285714285714, 2.142857142857143, 2.857142857142857, 2.857142857142857, 2.857142857142857, 2.857142857142857, 2.857142857142857, 2.857142857142857, 2.857142857142857, 4.285714285714286, 5.714285714285714, 6.0, 6.428571428571429, 8.0, 8.142857142857142, 8.571428571428571, 8.714285714285714, 9.857142857142858, 10.0, 10.571428571428571, 10.857142857142858, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.428571428571429, 14.285714285714286, 14.428571428571429, 15.571428571428571, 15.714285714285714, 16.142857142857142, 16.285714285714285, 16.714285714285715, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.428571428571427, 20.142857142857142, 20.571428571428573, 20.714285714285715, 21.0, 21.142857142857142, 22.285714285714285, 22.428571428571427, 23.0 ], "time_since_last_event": [ 0.0, 1.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.4285714285714286, 1.4285714285714286, 0.2857142857142857, 0.42857142857142855, 1.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.7142857142857142, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714 ], "type_event": [ 14, 14, 14, 8, 15, 17, 0, 9, 11, 10, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 16, 14, 14 ], "type_text": [ "Movies and TV", "Movies and TV", "Movies and TV", "Toys and Games", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Other", "Office Products", "Home and Kitchen", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Kindle Store", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews shows a predominant focus on the \"Movies and TV\" category, with a significant number of reviews clustered in this category throughout the timeline. Initial reviews primarily feature \"Movies and TV,\" followed by a brief introduction of various other categories around the 2.86-week mark. After this diversification, the reviews return to \"Movies and TV,\" which continues to dominate the sequence, with consistent entries appearing at regular intervals. The timeline indicates a sustained interest in \"Movies and TV,\" with only a few reviews in other categories appearing sporadically." }, { "dim_process": 18, "seq_idx": 420, "seq_len": 44, "time_since_start": [ 0.0, 0.5714285714285714, 1.2857142857142858, 1.2857142857142858, 1.8571428571428572, 1.8571428571428572, 2.142857142857143, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.857142857142858, 10.142857142857142, 10.714285714285714, 10.714285714285714, 13.571428571428571, 14.0, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.857142857142858, 14.857142857142858, 15.857142857142858 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.0, 0.5714285714285714, 0.0, 0.2857142857142857, 2.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.0, 2.857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 1.0 ], "type_event": [ 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline. The \"Kindle Store\" reviews appear less frequently and are clustered primarily in the earlier and later parts of the sequence. Initially, there is a mix of \"Books\" and \"Kindle Store\" reviews, but as time progresses, the frequency of \"Books\" reviews increases, particularly in the middle period, while \"Kindle Store\" reviews tend to occur in more spaced intervals. Overall, the trend indicates a strong preference for reviewing \"Books\" over time, with \"Kindle Store\" reviews appearing at strategic points." }, { "dim_process": 18, "seq_idx": 421, "seq_len": 43, "time_since_start": [ 0.0, 0.7142857142857143, 2.4285714285714284, 2.857142857142857, 3.7142857142857144, 4.857142857142857, 5.0, 5.0, 5.142857142857143, 5.142857142857143, 6.571428571428571, 6.571428571428571, 9.0, 9.142857142857142, 10.285714285714286, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.857142857142858, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.285714285714286, 13.857142857142858, 14.857142857142858, 14.857142857142858, 15.428571428571429, 15.571428571428571, 16.285714285714285, 17.0, 17.142857142857142, 17.857142857142858, 18.428571428571427, 19.0, 19.142857142857142, 19.285714285714285, 19.285714285714285, 20.857142857142858, 21.428571428571427, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 1.7142857142857142, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 1.4285714285714286, 0.0, 2.4285714285714284, 0.14285714285714285, 1.1428571428571428, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 1.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 1.5714285714285714, 0.5714285714285714, 2.7142857142857144 ], "type_event": [ 10, 10, 12, 10, 10, 10, 11, 10, 10, 17, 15, 9, 10, 10, 2, 11, 10, 10, 12, 10, 7, 15, 10, 10, 10, 15, 8, 10, 0, 11, 10, 10, 0, 10, 10, 10, 10, 10, 12, 13, 10, 7, 2 ], "type_text": [ "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Office Products", "Books", "Books", "Pet Supplies", "Home and Kitchen", "Books", "Books", "Sports and Outdoors", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Toys and Games", "Books", "Other", "Home and Kitchen", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Patio Lawn and Garden", "Books", "Grocery and Gourmet Food", "Pet Supplies" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, which appears multiple times in the initial weeks. As time progresses, reviews diversify into other categories such as \"Sports and Outdoors,\" \"Home and Kitchen,\" and \"Clothing Shoes and Jewelry,\" with some clustering of reviews around the 12 to 14-week mark. The frequency of \"Books\" remains high throughout the sequence, with notable reviews continuing to appear even in later weeks. Towards the end of the timeline, there is a slight increase in reviews for \"Grocery and Gourmet Food\" and \"Pet Supplies,\" indicating a gradual expansion into these categories. Overall, the trend shows an initial concentration on \"Books,\" followed by a broader exploration of various product categories over time." }, { "dim_process": 18, "seq_idx": 422, "seq_len": 106, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.0, 1.0, 1.2857142857142858, 1.8571428571428572, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.857142857142857, 4.142857142857143, 4.142857142857143, 5.0, 5.0, 5.142857142857143, 5.142857142857143, 5.428571428571429, 5.428571428571429, 5.857142857142857, 5.857142857142857, 6.142857142857143, 6.142857142857143, 6.714285714285714, 6.714285714285714, 7.0, 7.0, 7.428571428571429, 8.0, 8.0, 8.142857142857142, 8.142857142857142, 9.0, 9.0, 9.285714285714286, 9.857142857142858, 10.0, 10.0, 10.0, 10.857142857142858, 10.857142857142858, 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"Electronics", "Electronics", "Sports and Outdoors", "Books", "Automotive", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Electronics", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Electronics", "Home and Kitchen", "Automotive", "Tools and Home Improvement", "Electronics", "Tools and Home Improvement", "Grocery and Gourmet Food", "Electronics", "Sports and Outdoors", "Automotive", "Home and Kitchen", "Electronics", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Electronics", "Tools and Home Improvement", "Electronics", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Sports and Outdoors", "Office Products", "Sports and Outdoors", "Patio Lawn and Garden", "Sports and Outdoors" ], "description": "The sequence of product reviews shows a diverse range of categories reviewed over time, with a notable clustering of reviews in the early weeks. Initially, reviews are concentrated in categories such as Tools and Home Improvement, Automotive, and Clothing Shoes and Jewelry. As time progresses, Electronics and Sports and Outdoors reviews become more frequent, particularly around the 2 to 6-week mark. The later weeks see a sustained interest in Sports and Outdoors, as well as a continued presence of Electronics and Home and Kitchen reviews, indicating a gradual diversification of categories over the entire period." }, { "dim_process": 18, "seq_idx": 423, "seq_len": 44, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 2.2857142857142856, 2.4285714285714284, 3.0, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.285714285714286, 5.571428571428571, 5.857142857142857, 5.857142857142857, 6.285714285714286, 7.285714285714286, 7.428571428571429, 8.0, 8.285714285714286, 8.857142857142858, 9.571428571428571, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.428571428571429, 11.857142857142858, 12.285714285714286, 12.857142857142858, 13.142857142857142, 13.571428571428571, 14.0, 14.285714285714286, 14.714285714285714, 15.0, 15.142857142857142, 15.714285714285714, 16.142857142857142, 16.714285714285715, 17.0, 17.285714285714285, 17.857142857142858, 22.285714285714285, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 1.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.0, 0.42857142857142855, 1.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 4.428571428571429, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 12, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Most reviews occur within the first 17 weeks, with a notable cluster of reviews for books in the early weeks, particularly between weeks 0 and 17. After week 17, there is a significant gap before additional reviews are submitted, with a few reviews for books appearing again at weeks 22 and 24. The only other categories reviewed are \"Clothing Shoes and Jewelry\" and \"Sports and Outdoors,\" both of which occur later in the sequence, indicating a shift in the user's review focus." }, { "dim_process": 18, "seq_idx": 424, "seq_len": 108, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.0, 3.0, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.0, 5.142857142857143, 5.857142857142857, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 7.0, 7.285714285714286, 7.714285714285714, 8.0, 8.714285714285714, 8.857142857142858, 9.0, 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0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 1.0, 0.2857142857142857, 0.2857142857142857, 1.8571428571428572, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, with numerous entries clustered in the early weeks and continuing steadily over time. The \"Kindle Store\" category appears less frequently but is interspersed among the book reviews, particularly in the earlier and later parts of the sequence. There are noticeable clusters of reviews for both categories, with \"Books\" being the more frequent type, especially in the first half of the timeline. As the sequence progresses, the frequency of \"Kindle Store\" reviews increases slightly, indicating a potential trend towards more engagement with that category later on." }, { "dim_process": 18, "seq_idx": 425, "seq_len": 45, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 2.0, 2.0, 2.0, 2.142857142857143, 4.714285714285714, 11.142857142857142, 11.142857142857142, 11.142857142857142, 11.142857142857142, 12.714285714285714, 12.714285714285714, 12.857142857142858, 12.857142857142858, 12.857142857142858, 12.857142857142858, 14.0, 14.0, 14.0, 14.857142857142858, 15.857142857142858, 15.857142857142858, 15.857142857142858, 15.857142857142858, 15.857142857142858, 15.857142857142858, 15.857142857142858, 15.857142857142858, 15.857142857142858, 15.857142857142858, 15.857142857142858, 18.571428571428573, 18.571428571428573, 22.714285714285715, 22.714285714285715, 22.714285714285715, 22.714285714285715, 22.714285714285715, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.14285714285714285, 2.5714285714285716, 6.428571428571429, 0.0, 0.0, 0.0, 1.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 1.1428571428571428, 0.0, 0.0, 0.8571428571428571, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.7142857142857144, 0.0, 4.142857142857143, 0.0, 0.0, 0.0, 0.0, 2.142857142857143 ], "type_event": [ 11, 1, 7, 15, 4, 14, 11, 14, 15, 4, 17, 10, 9, 11, 6, 1, 6, 9, 6, 1, 2, 12, 1, 5, 2, 4, 13, 15, 12, 0, 9, 17, 7, 4, 1, 11, 0, 7, 15, 9, 12, 6, 1, 15, 1 ], "type_text": [ "Home and Kitchen", "Tools and Home Improvement", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Electronics", "Movies and TV", "Home and Kitchen", "Movies and TV", "Clothing Shoes and Jewelry", "Electronics", "Cell Phones and Accessories", "Books", "Office Products", "Home and Kitchen", "Industrial and Scientific", "Tools and Home Improvement", "Industrial and Scientific", "Office Products", "Industrial and Scientific", "Tools and Home Improvement", "Pet Supplies", "Sports and Outdoors", "Tools and Home Improvement", "Automotive", "Pet Supplies", "Electronics", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Other", "Office Products", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Electronics", "Tools and Home Improvement", "Home and Kitchen", "Other", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Office Products", "Sports and Outdoors", "Industrial and Scientific", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Tools and Home Improvement" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the initial week, including Home and Kitchen, Tools and Home Improvement, and Electronics. After a two-week interval, there is a cluster of reviews across multiple categories, particularly in Home and Kitchen and Movies and TV. A notable gap follows, with reviews resuming after approximately 11 weeks, where multiple categories are revisited, including Industrial and Scientific and Office Products. The trend continues with a significant concentration of reviews around the 15-week mark, featuring a variety of categories, before a gradual decline in frequency is observed, with reviews becoming less clustered and more spaced out in the following weeks." }, { "dim_process": 18, "seq_idx": 426, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.7142857142857144, 3.4285714285714284, 3.7142857142857144, 4.285714285714286, 4.571428571428571, 5.285714285714286, 5.714285714285714, 6.285714285714286, 6.857142857142857, 7.0, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.571428571428571, 9.714285714285714, 10.142857142857142, 10.428571428571429, 11.285714285714286, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.428571428571429, 13.0, 13.571428571428571, 13.857142857142858, 14.857142857142858, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.428571428571427, 16.714285714285715, 17.142857142857142, 17.714285714285715, 18.571428571428573, 21.285714285714285, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 1.0, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 2.7142857142857144, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The user submitted a series of product reviews predominantly categorized as \"Books,\" with all reviews occurring within a continuous timeframe. The reviews began at the start of the sequence and were submitted consistently over a span of several weeks, with a noticeable clustering of reviews occurring in the earlier weeks. The frequency of reviews appears to gradually decrease as time progresses, with fewer submissions noted in the later weeks of the sequence. Overall, the trend indicates a sustained interest in reviewing books, primarily concentrated in the initial phases of the timeline." }, { "dim_process": 18, "seq_idx": 427, "seq_len": 61, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.7142857142857142, 1.7142857142857142, 2.0, 2.4285714285714284, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.0, 4.714285714285714, 5.0, 5.0, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.857142857142857, 7.0, 7.714285714285714, 7.857142857142857, 9.428571428571429, 10.285714285714286, 10.714285714285714, 11.571428571428571, 11.857142857142858, 12.285714285714286, 12.714285714285714, 12.857142857142858, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.714285714285714, 14.142857142857142, 14.142857142857142, 14.428571428571429, 14.571428571428571, 15.285714285714286, 15.857142857142858, 16.142857142857142, 16.714285714285715, 16.857142857142858, 17.571428571428573, 17.571428571428573, 18.0, 18.142857142857142, 19.0, 19.142857142857142, 19.285714285714285, 20.142857142857142, 20.428571428571427, 22.285714285714285, 22.714285714285715, 22.857142857142858, 24.571428571428573, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 1.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 1.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.0, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 1.8571428571428572, 0.42857142857142855, 0.14285714285714285, 1.7142857142857142, 0.7142857142857143 ], "type_event": [ 16, 10, 16, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 3, 16, 10, 9, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 3, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Arts Crafts and Sewing", "Kindle Store", "Books", "Office Products", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a few entries in the Kindle Store, followed by a mix of reviews for Books and other categories such as Home and Kitchen and Arts Crafts and Sewing. A significant clustering of reviews occurs around Books, particularly between the 1.71 and 19-week marks, where multiple reviews are submitted in close succession. The user shows a tendency to review the Kindle Store more frequently in the latter part of the timeline, especially after the 15-week mark, while the frequency of Book reviews remains consistently high throughout the entire period. Overall, the pattern indicates a strong focus on Books with intermittent reviews for other categories, particularly in the earlier weeks." }, { "dim_process": 18, "seq_idx": 428, "seq_len": 47, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.5714285714285714, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.7142857142857144, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.7142857142857144, 4.285714285714286, 4.285714285714286, 5.285714285714286, 5.285714285714286, 5.428571428571429, 5.428571428571429, 7.428571428571429, 7.428571428571429, 8.142857142857142, 9.857142857142858, 10.0, 10.0, 10.0, 10.142857142857142, 10.428571428571429, 10.428571428571429, 11.428571428571429, 11.714285714285714, 11.857142857142858, 11.857142857142858, 12.285714285714286 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.0, 1.0, 0.0, 0.14285714285714285, 0.0, 2.0, 0.0, 0.7142857142857143, 1.7142857142857142, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 1.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855 ], "type_event": [ 11, 7, 0, 15, 15, 12, 17, 12, 8, 11, 12, 7, 15, 0, 15, 11, 15, 4, 15, 1, 12, 11, 9, 0, 4, 7, 4, 11, 11, 0, 1, 11, 7, 15, 2, 1, 9, 7, 2, 2, 11, 3, 2, 2, 2, 0, 2 ], "type_text": [ "Home and Kitchen", "Grocery and Gourmet Food", "Other", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Cell Phones and Accessories", "Sports and Outdoors", "Toys and Games", "Home and Kitchen", "Sports and Outdoors", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Other", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Electronics", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Sports and Outdoors", "Home and Kitchen", "Office Products", "Other", "Electronics", "Grocery and Gourmet Food", "Electronics", "Home and Kitchen", "Home and Kitchen", "Other", "Tools and Home Improvement", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Pet Supplies", "Tools and Home Improvement", "Office Products", "Grocery and Gourmet Food", "Pet Supplies", "Pet Supplies", "Home and Kitchen", "Arts Crafts and Sewing", "Pet Supplies", "Pet Supplies", "Pet Supplies", "Other", "Pet Supplies" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first week, including Home and Kitchen, Grocery and Gourmet Food, and Clothing Shoes and Jewelry. As time progresses, there is a notable increase in reviews for Clothing Shoes and Jewelry and Sports and Outdoors during the second week, followed by a shift towards more Home and Kitchen and Electronics reviews in the subsequent weeks. By the fifth week, there is a clustering of reviews in the Home and Kitchen category, which continues to be prominent in later weeks alongside a growing focus on Pet Supplies in the latter part of the timeline. Overall, the reviews show a pattern of initial diversity that gradually narrows into specific categories, particularly Home and Kitchen and Pet Supplies, as time advances." }, { "dim_process": 18, "seq_idx": 429, "seq_len": 60, "time_since_start": [ 0.0, 0.0, 0.0, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 2.0, 2.0, 2.0, 2.0, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 5.428571428571429, 5.428571428571429, 5.857142857142857, 5.857142857142857, 5.857142857142857, 7.428571428571429, 7.428571428571429, 7.428571428571429, 7.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 11.857142857142858, 12.714285714285714, 12.714285714285714, 13.0, 13.0, 13.0, 13.0, 13.0, 13.0, 13.0, 13.0, 13.857142857142858, 13.857142857142858, 13.857142857142858, 15.571428571428571, 15.571428571428571, 15.571428571428571, 15.714285714285714, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 19.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 1.1428571428571428, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 2.4285714285714284, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.42857142857142855, 0.0, 0.0, 1.5714285714285714, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.4285714285714284, 0.8571428571428571, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 1.7142857142857142, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 3.4285714285714284 ], "type_event": [ 4, 0, 10, 9, 12, 10, 1, 15, 14, 11, 10, 15, 7, 11, 12, 14, 1, 5, 0, 11, 0, 9, 1, 0, 4, 10, 13, 9, 11, 10, 6, 12, 7, 1, 0, 15, 10, 7, 2, 4, 14, 11, 9, 0, 0, 7, 11, 7, 5, 11, 10, 4, 12, 3, 4, 11, 0, 9, 5, 9 ], "type_text": [ "Electronics", "Other", "Books", "Office Products", "Sports and Outdoors", "Books", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Movies and TV", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Home and Kitchen", "Sports and Outdoors", "Movies and TV", "Tools and Home Improvement", "Automotive", "Other", "Home and Kitchen", "Other", "Office Products", "Tools and Home Improvement", "Other", "Electronics", "Books", "Patio Lawn and Garden", "Office Products", "Home and Kitchen", "Books", "Industrial and Scientific", "Sports and Outdoors", "Grocery and Gourmet Food", "Tools and Home Improvement", "Other", "Clothing Shoes and Jewelry", "Books", "Grocery and Gourmet Food", "Pet Supplies", "Electronics", "Movies and TV", "Home and Kitchen", "Office Products", "Other", "Other", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Automotive", "Home and Kitchen", "Books", "Electronics", "Sports and Outdoors", "Arts Crafts and Sewing", "Electronics", "Home and Kitchen", "Other", "Office Products", "Automotive", "Office Products" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the first week, including Electronics, Other, and Books. As time progresses, there is a notable clustering of reviews around the 4 to 5-week mark, with multiple categories being reviewed simultaneously, particularly in Home and Kitchen, Books, and Clothing Shoes and Jewelry. Reviews continue to be submitted consistently, with a gradual increase in the variety of categories, peaking around the 13-week mark where several categories are reviewed at once. In the later weeks, there is a return to reviewing Office Products, indicating a potential trend of revisiting certain categories over time. Overall, the review pattern shows an initial burst of activity followed by clustered submissions and a gradual expansion in category diversity." }, { "dim_process": 18, "seq_idx": 430, "seq_len": 63, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.8571428571428572, 2.0, 2.2857142857142856, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.0, 4.142857142857143, 4.571428571428571, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.428571428571429, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.0, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.0, 10.142857142857142, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.428571428571429, 12.857142857142858, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.0, 14.285714285714286, 14.571428571428571, 15.0, 16.142857142857142, 16.857142857142858, 17.0, 17.428571428571427, 17.714285714285715, 18.0, 18.0, 18.714285714285715, 18.857142857142858, 19.857142857142858, 21.428571428571427, 22.857142857142858, 23.285714285714285, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.7142857142857143, 0.14285714285714285, 1.0, 1.5714285714285714, 1.4285714285714286, 0.42857142857142855, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 14, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a high frequency of reviews submitted over a span of several weeks. Reviews primarily cluster in the early weeks, with a notable concentration of submissions occurring between the 0 and 18-week marks. After this period, there is a brief shift to the \"Movies and TV\" category, followed by a return to \"Books\" before some reviews in the \"Kindle Store\" category appear later in the timeline. Overall, the pattern indicates a strong initial engagement with books, followed by a minor diversification before returning to the original focus." }, { "dim_process": 18, "seq_idx": 431, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.0, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.7142857142857144, 4.285714285714286, 5.0, 5.571428571428571, 5.857142857142857, 6.142857142857143, 7.0, 7.428571428571429, 8.142857142857142, 8.571428571428571, 8.714285714285714, 9.0, 9.428571428571429, 9.857142857142858, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.285714285714286, 12.428571428571429, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.857142857142858, 17.714285714285715, 18.0, 18.285714285714285, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.0, 1.8571428571428572, 0.2857142857142857, 0.2857142857142857, 4.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews in the \"Books\" category. The reviews are submitted consistently over time, with a notable concentration of submissions occurring in the early weeks, particularly within the first 14 weeks. After this initial period, the frequency of reviews appears to decrease, with fewer submissions noted in the later weeks, particularly after the 15-week mark. Overall, the trend indicates a strong focus on books early in the timeline, followed by a gradual tapering off of review activity." }, { "dim_process": 18, "seq_idx": 432, "seq_len": 101, "time_since_start": [ 0.0, 0.5714285714285714, 1.0, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.0, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.714285714285714, 7.0, 7.0, 7.142857142857143, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.0, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 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10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which is consistently reviewed throughout the timeline, especially in the initial weeks. The reviews for \"Kindle Store\" begin to appear around the 7-week mark and continue to occur intermittently, with a noticeable clustering of these reviews in the later weeks. As time progresses, the frequency of \"Kindle Store\" reviews increases, particularly in the latter part of the sequence, while \"Books\" remains the primary focus throughout. Overall, the reviews show a trend of sustained engagement with books, with the introduction and gradual increase of reviews for the Kindle Store occurring later in the sequence." }, { "dim_process": 18, "seq_idx": 433, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.8571428571428572, 2.0, 2.4285714285714284, 2.857142857142857, 3.0, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 4.0, 4.714285714285714, 5.0, 6.0, 6.0, 6.142857142857143, 6.857142857142857, 7.0, 7.285714285714286, 7.857142857142857, 8.142857142857142, 8.571428571428571, 8.714285714285714, 9.0, 9.571428571428571, 10.0, 10.571428571428571, 10.714285714285714, 11.0, 11.857142857142858, 12.571428571428571, 12.857142857142858, 13.0, 13.142857142857142, 15.0, 15.142857142857142, 15.571428571428571, 16.571428571428573, 16.714285714285715, 17.714285714285715, 17.857142857142858, 18.714285714285715, 21.714285714285715, 22.0, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 1.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.42857142857142855, 1.0, 0.14285714285714285, 1.0, 0.14285714285714285, 0.8571428571428571, 3.0, 0.2857142857142857, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of entries in the \"Books\" category, with a notable single entry in the \"Kindle Store.\" The reviews begin with a concentrated cluster of \"Books\" reviews in the initial weeks, showing a consistent pattern of submissions. After a brief period, the frequency of reviews remains steady, with occasional gaps, before continuing to show a strong preference for \"Books\" throughout the timeline. The reviews maintain a regular cadence, with no significant shifts in the type of products reviewed, indicating a sustained interest in books over time." }, { "dim_process": 18, "seq_idx": 434, "seq_len": 59, "time_since_start": [ 0.0, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 3.2857142857142856, 3.857142857142857, 4.285714285714286, 4.714285714285714, 5.0, 6.428571428571429, 6.714285714285714, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.714285714285714, 9.857142857142858, 10.0, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.571428571428571, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.285714285714286, 15.714285714285714, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.428571428571427, 18.142857142857142, 18.285714285714285, 18.857142857142858, 19.0, 19.428571428571427, 19.857142857142858, 20.571428571428573, 20.714285714285715, 21.0, 21.428571428571427, 23.428571428571427, 23.857142857142858, 24.285714285714285 ], "time_since_last_event": [ 0.0, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 1.4285714285714286, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 2.0, 0.42857142857142855, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with all reviews submitted within a continuous timeframe. The reviews are clustered closely together, particularly in the early weeks, with a notable increase in frequency during the first few months. As time progresses, the reviews continue at a steady pace, with some periods of increased activity occurring intermittently. Overall, there is a consistent trend of submitting reviews over time without any indication of a shift in product category." }, { "dim_process": 18, "seq_idx": 435, "seq_len": 49, "time_since_start": [ 0.0, 0.14285714285714285, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.285714285714286, 6.571428571428571, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 9.142857142857142, 14.857142857142858, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.0, 16.714285714285715, 16.857142857142858, 19.571428571428573, 19.857142857142858, 20.0, 20.857142857142858, 21.428571428571427, 21.571428571428573, 23.285714285714285, 23.571428571428573, 23.857142857142858, 24.0, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 2.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 5.714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 2.7142857142857144, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 1.7142857142857142, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a consistent focus on the \"Books\" category, with numerous reviews submitted in the initial weeks. There is a notable transition to the \"Kindle Store\" category around the 6-week mark, followed by a return to reviewing \"Books\" for an extended period. The majority of reviews cluster within the first 24 weeks, with a significant concentration occurring in the earlier part of the timeline, indicating a sustained engagement with the \"Books\" category throughout. The reviews maintain a steady pace, with only a few gaps in the timeline, particularly after the initial surge." }, { "dim_process": 18, "seq_idx": 436, "seq_len": 50, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 2.0, 2.2857142857142856, 2.857142857142857, 3.142857142857143, 4.285714285714286, 4.285714285714286, 4.857142857142857, 4.857142857142857, 5.428571428571429, 5.714285714285714, 6.142857142857143, 6.857142857142857, 7.571428571428571, 8.0, 8.571428571428571, 9.0, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.0, 10.571428571428571, 10.714285714285714, 11.0, 11.285714285714286, 11.714285714285714, 12.428571428571429, 13.142857142857142, 13.714285714285714, 13.857142857142858, 13.857142857142858, 14.0, 14.285714285714286, 15.0, 15.571428571428571, 16.285714285714285, 17.0, 18.142857142857142, 18.285714285714285, 21.714285714285715, 23.142857142857142, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.0, 0.5714285714285714, 0.0, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 3.4285714285714284, 1.4285714285714286, 1.2857142857142858 ], "type_event": [ 10, 12, 15, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 12, 15, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 8, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 12, 16 ], "type_text": [ "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Sports and Outdoors", "Kindle Store" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, which dominates the early and later parts of the timeline, with multiple reviews clustered closely together. The \"Kindle Store\" category appears intermittently, primarily in the initial and later weeks, while \"Sports and Outdoors\" and \"Clothing Shoes and Jewelry\" reviews are concentrated around the 4-week mark. Overall, the reviews trend heavily towards books throughout the timeline, with other categories appearing less frequently and primarily in specific periods." }, { "dim_process": 18, "seq_idx": 437, "seq_len": 48, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.0, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.285714285714286, 8.142857142857142, 8.571428571428571, 8.857142857142858, 11.142857142857142, 13.142857142857142, 13.428571428571429, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.0, 15.857142857142858, 16.0, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.0, 17.285714285714285, 17.571428571428573, 17.857142857142858, 18.142857142857142, 18.428571428571427, 18.714285714285715, 18.857142857142858, 20.142857142857142, 24.0, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 2.2857142857142856, 2.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 3.857142857142857, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews in the \"Books\" category, with a consistent pattern of submissions over time. The reviews are clustered closely together in the initial weeks, with a notable number occurring within the first 18 weeks. After this period, there is a gradual decrease in the frequency of reviews, with longer intervals between submissions observed in the later weeks. Overall, the trend shows a high concentration of reviews early on, followed by a tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 438, "seq_len": 56, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.8571428571428572, 2.7142857142857144, 3.0, 3.857142857142857, 4.0, 4.857142857142857, 5.857142857142857, 6.0, 7.142857142857143, 7.857142857142857, 8.0, 9.0, 9.142857142857142, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.714285714285714, 12.0, 12.285714285714286, 12.857142857142858, 13.142857142857142, 13.714285714285714, 14.0, 14.714285714285714, 14.857142857142858, 15.0, 16.0, 16.142857142857142, 16.428571428571427, 16.857142857142858, 17.0, 17.285714285714285, 17.714285714285715, 17.857142857142858, 18.0, 18.142857142857142, 18.857142857142858, 19.0, 19.285714285714285, 19.428571428571427, 20.0, 20.571428571428573, 21.0, 22.142857142857142, 23.0, 23.428571428571427, 23.571428571428573, 24.0, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 1.0, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 1.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 1.1428571428571428, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with no variation in category throughout the timeline. Reviews are submitted consistently over a span of time, with a notable increase in frequency during the earlier weeks, particularly in the first few weeks. The pattern shows a steady continuation of reviews, with some clustering occurring in the later weeks, particularly around the 20-week mark. Overall, the reviews reflect a sustained engagement with the book category over the entire period." }, { "dim_process": 18, "seq_idx": 439, "seq_len": 48, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.5714285714285714, 2.142857142857143, 3.857142857142857, 4.142857142857143, 4.571428571428571, 4.857142857142857, 5.0, 5.428571428571429, 5.571428571428571, 5.714285714285714, 7.428571428571429, 7.571428571428571, 8.0, 8.0, 8.142857142857142, 8.571428571428571, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.0, 11.285714285714286, 11.571428571428571, 12.0, 13.142857142857142, 13.571428571428571, 13.571428571428571, 13.857142857142858, 14.285714285714286, 14.714285714285714, 14.714285714285714, 15.142857142857142, 15.285714285714286, 15.571428571428571, 16.0, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.285714285714285, 17.571428571428573, 18.714285714285715, 19.571428571428573, 19.857142857142858, 21.428571428571427, 24.714285714285715, 25.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 1.7142857142857142, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 1.7142857142857142, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855, 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.8571428571428571, 0.2857142857142857, 1.5714285714285714, 3.2857142857142856, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple entries submitted in the initial weeks. As time progresses, reviews for \"Kindle Store\" start to appear, particularly around the 2-week mark and then intermittently throughout the sequence. The reviews predominantly cluster around the \"Books\" category, which continues to dominate the later weeks, while \"Kindle Store\" reviews become more frequent in the latter part of the timeline. Overall, the pattern shows a consistent preference for \"Books,\" with \"Kindle Store\" reviews appearing as a secondary focus at various intervals." }, { "dim_process": 18, "seq_idx": 440, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 1.4285714285714286, 2.0, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 4.0, 4.571428571428571, 4.857142857142857, 5.285714285714286, 5.714285714285714, 6.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.857142857142858, 10.0, 10.285714285714286, 11.428571428571429, 12.142857142857142, 13.285714285714286, 13.714285714285714, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.428571428571429, 16.0, 16.285714285714285, 17.0, 17.142857142857142, 18.0, 19.714285714285715, 22.142857142857142, 22.428571428571427, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 1.1428571428571428, 0.42857142857142855, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 1.7142857142857142, 2.4285714285714284, 0.2857142857142857, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a notable concentration occurring in the initial weeks. The reviews begin with a steady stream of book reviews, with a slight increase in frequency around the 2-week mark. After a period of consistent book reviews, there is a brief introduction of Kindle Store reviews around the 8-week mark, followed by a return to book reviews that continue to be submitted over the following weeks. Overall, the reviews are heavily clustered in the early weeks, with a gradual tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 441, "seq_len": 60, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 3.4285714285714284, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 5.714285714285714, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.285714285714286, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.571428571428571, 12.0, 12.0, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.285714285714286, 12.285714285714286, 12.714285714285714, 14.0, 15.285714285714286, 15.285714285714286, 15.285714285714286, 17.0, 17.0, 17.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.8571428571428572, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.5714285714285714, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.7142857142857142, 2.2857142857142856, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.0, 3.4285714285714284, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 1.2857142857142858, 1.2857142857142858, 0.0, 0.0, 1.7142857142857142, 0.0, 0.0 ], "type_event": [ 12, 10, 1, 0, 5, 13, 4, 9, 3, 9, 8, 0, 6, 12, 4, 3, 1, 1, 2, 1, 8, 15, 14, 11, 10, 5, 12, 1, 11, 3, 0, 12, 15, 1, 5, 6, 1, 15, 17, 1, 10, 12, 4, 4, 1, 12, 6, 11, 5, 9, 4, 1, 5, 1, 12, 8, 1, 8, 1, 9 ], "type_text": [ "Sports and Outdoors", "Books", "Tools and Home Improvement", "Other", "Automotive", "Patio Lawn and Garden", "Electronics", "Office Products", "Arts Crafts and Sewing", "Office Products", "Toys and Games", "Other", "Industrial and Scientific", "Sports and Outdoors", "Electronics", "Arts Crafts and Sewing", "Tools and Home Improvement", "Tools and Home Improvement", "Pet Supplies", "Tools and Home Improvement", "Toys and Games", "Clothing Shoes and Jewelry", "Movies and TV", "Home and Kitchen", "Books", "Automotive", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Arts Crafts and Sewing", "Other", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Automotive", "Industrial and Scientific", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Tools and Home Improvement", "Books", "Sports and Outdoors", "Electronics", "Electronics", "Tools and Home Improvement", "Sports and Outdoors", "Industrial and Scientific", "Home and Kitchen", "Automotive", "Office Products", "Electronics", "Tools and Home Improvement", "Automotive", "Tools and Home Improvement", "Sports and Outdoors", "Toys and Games", "Tools and Home Improvement", "Toys and Games", "Tools and Home Improvement", "Office Products" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the first week, with a notable clustering of reviews in the Tools and Home Improvement category. As time progresses, there is a significant increase in reviews around the 4-week mark, particularly in categories like Toys and Games, Clothing Shoes and Jewelry, and Home and Kitchen. The reviews continue to cluster around the 8-week and 12-week marks, with a consistent presence of Tools and Home Improvement, Electronics, and Sports and Outdoors. Towards the later weeks, there is a resurgence of reviews in the Toys and Games category, along with a sustained focus on Tools and Home Improvement and Office Products." }, { "dim_process": 18, "seq_idx": 442, "seq_len": 48, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 1.1428571428571428, 1.7142857142857142, 1.7142857142857142, 2.7142857142857144, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 5.0, 5.0, 5.142857142857143, 5.571428571428571, 6.714285714285714, 6.857142857142857, 8.714285714285714, 9.428571428571429, 9.428571428571429, 12.571428571428571, 12.571428571428571, 14.428571428571429, 14.428571428571429, 14.428571428571429, 14.428571428571429, 14.857142857142858, 14.857142857142858, 14.857142857142858, 14.857142857142858, 14.857142857142858, 15.285714285714286, 15.571428571428571, 15.714285714285714, 15.714285714285714, 16.714285714285715, 19.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.7142857142857143, 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 1.0, 0.5714285714285714, 0.0, 0.0, 0.14285714285714285, 1.2857142857142858, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 1.8571428571428572, 0.7142857142857143, 0.0, 3.142857142857143, 0.0, 1.8571428571428572, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 1.0, 2.7142857142857144 ], "type_event": [ 2, 0, 7, 9, 2, 6, 2, 10, 7, 17, 11, 11, 3, 7, 4, 2, 1, 7, 0, 15, 7, 4, 15, 9, 2, 0, 8, 7, 2, 2, 12, 15, 4, 4, 2, 11, 10, 0, 9, 4, 7, 10, 9, 2, 0, 2, 9, 11 ], "type_text": [ "Pet Supplies", "Other", "Grocery and Gourmet Food", "Office Products", "Pet Supplies", "Industrial and Scientific", "Pet Supplies", "Books", "Grocery and Gourmet Food", "Cell Phones and Accessories", "Home and Kitchen", "Home and Kitchen", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Electronics", "Pet Supplies", "Tools and Home Improvement", "Grocery and Gourmet Food", "Other", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Electronics", "Clothing Shoes and Jewelry", "Office Products", "Pet Supplies", "Other", "Toys and Games", "Grocery and Gourmet Food", "Pet Supplies", "Pet Supplies", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Electronics", "Electronics", "Pet Supplies", "Home and Kitchen", "Books", "Other", "Office Products", "Electronics", "Grocery and Gourmet Food", "Books", "Office Products", "Pet Supplies", "Other", "Pet Supplies", "Office Products", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Pet Supplies and Other, occurring within the first two weeks. As time progresses, there is a noticeable clustering of reviews in the Grocery and Gourmet Food category around the three to five-week mark. Pet Supplies also appears frequently throughout the sequence, particularly in the early and later weeks, suggesting sustained interest. The review activity shows a pattern of increasing frequency and variety in categories, especially in Electronics and Office Products, which are concentrated in the later weeks. Overall, the review timeline exhibits a mix of consistent engagement with certain categories and a gradual expansion into new product types over time." }, { "dim_process": 18, "seq_idx": 443, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 2.5714285714285716, 3.142857142857143, 3.4285714285714284, 3.857142857142857, 5.571428571428571, 6.0, 6.285714285714286, 6.714285714285714, 8.142857142857142, 9.571428571428571, 9.714285714285714, 10.285714285714286, 10.428571428571429, 11.0, 11.285714285714286, 11.571428571428571, 12.0, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.571428571428571, 13.857142857142858, 14.285714285714286, 14.571428571428571, 14.571428571428571, 15.0, 15.142857142857142, 15.857142857142858, 16.142857142857142, 16.428571428571427, 16.857142857142858, 17.714285714285715, 18.285714285714285, 20.142857142857142, 20.428571428571427, 20.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 1.7142857142857142, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.4285714285714286, 1.4285714285714286, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 1.8571428571428572, 0.2857142857142857, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 16, 10, 16, 16, 10, 16, 10, 10, 10, 16, 16, 16, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews primarily consists of entries in the \"Books\" category, which dominate the early part of the timeline, with a significant cluster of reviews occurring in the first several weeks. As time progresses, there is a gradual introduction of reviews in the \"Kindle Store\" category, which begins to appear more frequently around the 11-week mark. The reviews in the \"Kindle Store\" category increase in frequency and become more prominent in the latter part of the timeline, indicating a shift in focus from physical books to digital formats. Overall, the trend shows an initial concentration of reviews for books, followed by a notable increase in reviews for the Kindle Store as time advances." }, { "dim_process": 18, "seq_idx": 444, "seq_len": 56, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 2.0, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.4285714285714284, 3.5714285714285716, 4.0, 4.714285714285714, 5.428571428571429, 6.0, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.0, 7.285714285714286, 8.0, 8.142857142857142, 8.714285714285714, 9.0, 9.285714285714286, 10.142857142857142, 10.285714285714286, 10.714285714285714, 11.0, 11.142857142857142, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.428571428571429, 13.142857142857142, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.285714285714286, 14.714285714285714, 14.714285714285714, 15.0, 15.142857142857142, 15.428571428571429, 16.0, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.428571428571427, 18.0, 18.428571428571427, 19.142857142857142, 20.0, 21.0, 21.142857142857142, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.0, 0.14285714285714285, 2.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted over a span of several weeks. Most reviews occur in the early weeks, with a notable cluster of submissions between the 0 and 14-week marks. There is a single review for the \"Kindle Store\" category at the 14.71-week mark, but the trend returns to \"Books\" shortly thereafter. The frequency of reviews appears to decrease slightly as time progresses, with a few reviews submitted in the later weeks, particularly around the 20 to 24-week range." }, { "dim_process": 18, "seq_idx": 445, "seq_len": 61, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 2.0, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.4285714285714284, 4.0, 4.142857142857143, 4.857142857142857, 5.0, 5.285714285714286, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 7.857142857142857, 8.0, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.571428571428571, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.0, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 13.0, 13.571428571428571, 13.714285714285714, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.857142857142858, 16.285714285714285, 16.428571428571427, 16.714285714285715, 17.142857142857142, 18.0, 18.0, 18.285714285714285, 18.714285714285715, 19.0, 19.142857142857142, 22.142857142857142, 23.714285714285715, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 3.0, 1.5714285714285714, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a few entries for the \"Kindle Store\" interspersed throughout. Most reviews are clustered in the initial weeks, particularly between weeks 0 and 18, where the majority of entries are for books. The reviews for the \"Kindle Store\" occur sporadically, primarily at the beginning and around week 18, suggesting a slight increase in interest in that category later in the sequence. Overall, the user consistently reviews books, with a notable concentration of activity in the earlier weeks." }, { "dim_process": 18, "seq_idx": 446, "seq_len": 47, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 2.142857142857143, 2.142857142857143, 2.4285714285714284, 3.4285714285714284, 4.714285714285714, 6.0, 6.0, 6.0, 6.0, 6.142857142857143, 7.714285714285714, 7.714285714285714, 8.0, 8.285714285714286, 9.428571428571429, 11.428571428571429, 11.428571428571429, 11.571428571428571, 11.714285714285714, 13.0, 13.857142857142858, 15.0, 15.0, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.285714285714286, 15.285714285714286, 16.0, 16.0, 16.0, 16.428571428571427, 17.142857142857142, 17.857142857142858, 18.857142857142858, 18.857142857142858, 18.857142857142858, 21.142857142857142, 23.0, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.0, 0.0, 0.8571428571428571, 1.0, 0.0, 0.2857142857142857, 1.0, 1.2857142857142858, 1.2857142857142858, 0.0, 0.0, 0.0, 0.14285714285714285, 1.5714285714285714, 0.0, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 2.0, 0.0, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.8571428571428571, 1.1428571428571428, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.7142857142857143, 0.0, 0.0, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 1.0, 0.0, 0.0, 2.2857142857142856, 1.8571428571428572, 0.7142857142857143 ], "type_event": [ 14, 3, 10, 14, 14, 14, 10, 10, 14, 14, 10, 4, 0, 14, 14, 10, 14, 14, 0, 14, 14, 9, 14, 14, 14, 14, 12, 15, 14, 2, 12, 4, 10, 14, 10, 14, 9, 0, 14, 14, 14, 15, 14, 3, 15, 14, 14 ], "type_text": [ "Movies and TV", "Arts Crafts and Sewing", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Books", "Movies and TV", "Movies and TV", "Books", "Electronics", "Other", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Other", "Movies and TV", "Movies and TV", "Office Products", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Movies and TV", "Pet Supplies", "Sports and Outdoors", "Electronics", "Books", "Movies and TV", "Books", "Movies and TV", "Office Products", "Other", "Movies and TV", "Movies and TV", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews shows a consistent focus on the \"Movies and TV\" category, which appears frequently throughout the timeline, particularly in the early weeks and continuing at regular intervals. Other categories such as \"Books,\" \"Clothing Shoes and Jewelry,\" and \"Arts Crafts and Sewing\" are introduced alongside \"Movies and TV,\" but tend to appear less frequently and often cluster in specific weeks. The reviews for \"Electronics\" and \"Other\" categories are concentrated around the 6-week mark, while \"Sports and Outdoors\" and \"Office Products\" emerge later in the sequence. Overall, a clear trend indicates that the user predominantly reviews \"Movies and TV\" early and consistently, with other categories appearing more sporadically." }, { "dim_process": 18, "seq_idx": 447, "seq_len": 57, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 3.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.857142857142858, 10.0, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.0, 14.0, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.714285714285714, 16.142857142857142, 16.571428571428573, 16.857142857142858, 17.571428571428573, 17.857142857142858, 18.142857142857142, 20.428571428571427, 20.571428571428573, 20.714285714285715, 20.857142857142858, 21.428571428571427, 21.571428571428573, 21.857142857142858, 22.0, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 2.142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 3.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 2.2857142857142856, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user shows a consistent pattern of reviews focused solely on books, with no other categories represented. The reviews are submitted frequently in the initial weeks, with a notable cluster of submissions occurring within the first two weeks. As time progresses, the frequency of reviews remains steady, with several clusters of reviews appearing at intervals throughout the timeline, particularly around the 15-week mark and again towards the end of the sequence. Overall, the reviews are predominantly concentrated in the earlier weeks, with a gradual tapering off in frequency as time advances." }, { "dim_process": 18, "seq_idx": 448, "seq_len": 45, "time_since_start": [ 0.0, 0.5714285714285714, 1.5714285714285714, 2.0, 2.5714285714285716, 3.142857142857143, 3.5714285714285716, 4.571428571428571, 5.142857142857143, 5.428571428571429, 5.571428571428571, 6.142857142857143, 6.571428571428571, 6.714285714285714, 7.0, 7.142857142857143, 7.428571428571429, 8.142857142857142, 8.285714285714286, 8.857142857142858, 9.428571428571429, 9.571428571428571, 10.0, 10.857142857142858, 11.714285714285714, 12.428571428571429, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.571428571428571, 15.142857142857142, 15.857142857142858, 16.285714285714285, 16.428571428571427, 17.142857142857142, 17.428571428571427, 17.571428571428573, 17.857142857142858, 23.0, 23.142857142857142, 24.428571428571427, 25.142857142857142, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 1.0, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 1.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 5.142857142857143, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 0.14285714285714285 ], "type_event": [ 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 13, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Patio Lawn and Garden", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the Kindle Store, followed by a significant cluster of reviews in the Books category within the first few weeks. As time progresses, the user continues to review Books, with intermittent reviews in the Kindle Store, particularly noticeable around the 6-week mark and again later. There is a notable shift towards a predominance of Kindle Store reviews in the later weeks, especially after the 23-week point, indicating a change in review focus. Overall, the pattern shows an early emphasis on Books, transitioning to a later concentration on the Kindle Store." }, { "dim_process": 18, "seq_idx": 449, "seq_len": 40, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.1428571428571428, 1.4285714285714286, 2.142857142857143, 2.5714285714285716, 3.857142857142857, 5.0, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.714285714285714, 7.571428571428571, 9.428571428571429, 9.571428571428571, 10.0, 10.142857142857142, 10.714285714285714, 11.428571428571429, 11.714285714285714, 13.0, 13.714285714285714, 13.857142857142858, 15.285714285714286, 15.857142857142858, 16.0, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.285714285714285, 17.571428571428573, 18.142857142857142, 19.857142857142858, 20.0, 20.285714285714285, 20.428571428571427, 20.428571428571427, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 1.2857142857142858, 1.1428571428571428, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.8571428571428572, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 1.2857142857142858, 0.7142857142857143, 0.14285714285714285, 1.4285714285714286, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 1.7142857142857142, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over the initial weeks. The reviews for \"Books\" occur frequently in the first 21 weeks, with a noticeable clustering of submissions occurring in the early weeks, particularly within the first 10 weeks. The \"Kindle Store\" reviews appear less frequently and are interspersed among the \"Books\" reviews, primarily surfacing at specific intervals, particularly after the first 9 weeks. Overall, the pattern indicates a strong initial engagement with \"Books,\" followed by periodic reviews of the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 450, "seq_len": 51, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 2.142857142857143, 2.2857142857142856, 3.0, 3.0, 4.142857142857143, 4.142857142857143, 7.142857142857143, 7.714285714285714, 8.0, 8.0, 8.285714285714286, 8.285714285714286, 10.0, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.428571428571429, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.857142857142858, 12.857142857142858, 13.0, 13.0, 13.142857142857142, 13.714285714285714, 13.857142857142858, 14.0, 14.285714285714286, 14.714285714285714, 14.857142857142858, 15.857142857142858, 16.142857142857142, 16.285714285714285, 17.0, 17.428571428571427, 17.857142857142858, 20.857142857142858, 20.857142857142858, 20.857142857142858, 21.857142857142858, 21.857142857142858, 23.428571428571427, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 1.4285714285714286, 0.14285714285714285, 0.7142857142857143, 0.0, 1.1428571428571428, 0.0, 3.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 1.7142857142857142, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 3.0, 0.0, 0.0, 1.0, 0.0, 1.5714285714285714, 0.0 ], "type_event": [ 16, 10, 10, 15, 10, 10, 10, 10, 15, 16, 10, 16, 10, 16, 10, 16, 10, 10, 10, 9, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 11, 15, 10, 16, 11, 9 ], "type_text": [ "Kindle Store", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Office Products", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Home and Kitchen", "Office Products" ], "description": "The sequence of product reviews begins with a focus on the Kindle Store and Books, with several reviews submitted in the initial weeks. As time progresses, there is a notable increase in the frequency of Books reviews, particularly around the 2 to 15-week mark, indicating a sustained interest in this category. Reviews for Clothing Shoes and Jewelry, as well as Office Products, appear intermittently but cluster around specific weeks. Towards the later part of the sequence, there is a diversification into Electronics and Home and Kitchen categories, while Books and Kindle Store reviews continue to be prominent. Overall, there is a clear trend of consistent engagement with Books throughout the timeline, with other categories emerging at various points." }, { "dim_process": 18, "seq_idx": 451, "seq_len": 60, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.5714285714285714, 1.8571428571428572, 2.7142857142857144, 2.857142857142857, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.571428571428571, 5.714285714285714, 6.428571428571429, 6.428571428571429, 6.714285714285714, 7.0, 7.285714285714286, 7.857142857142857, 8.0, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.571428571428571, 9.714285714285714, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.571428571428571, 11.714285714285714, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.714285714285714, 16.0, 16.142857142857142, 16.285714285714285, 17.571428571428573, 17.714285714285715, 18.428571428571427, 18.714285714285715, 19.0, 20.714285714285715, 21.571428571428573, 21.714285714285715, 22.714285714285715, 23.571428571428573, 24.571428571428573, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 2.4285714285714284, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 0.8571428571428571, 0.14285714285714285, 1.0, 0.8571428571428571, 1.0, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which is consistently reviewed throughout the timeline, with a notable concentration of reviews occurring in the earlier weeks. The reviews for the \"Kindle Store\" category appear sporadically, primarily clustered around the 5 to 7-week mark. Overall, the user maintains a steady pattern of reviewing books over an extended period, with occasional reviews for Kindle Store products interspersed within the broader trend of book reviews." }, { "dim_process": 18, "seq_idx": 452, "seq_len": 65, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.0, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.285714285714286, 5.857142857142857, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.285714285714286, 6.571428571428571, 6.714285714285714, 6.714285714285714, 7.0, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 10.0, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.142857142857142, 11.714285714285714, 13.142857142857142, 13.285714285714286, 14.142857142857142, 14.428571428571429, 14.428571428571429, 15.571428571428571, 16.285714285714285, 16.857142857142858, 17.428571428571427, 17.714285714285715, 18.0, 19.142857142857142, 19.428571428571427, 19.857142857142858, 21.857142857142858, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.4285714285714286, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.0, 1.1428571428571428, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 2.0, 0.2857142857142857 ], "type_event": [ 16, 10, 10, 16, 16, 10, 16, 16, 10, 16, 10, 16, 16, 16, 10, 16, 10, 16, 16, 10, 10, 16, 10, 16, 16, 10, 5, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 16, 16, 16, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Automotive", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews for Kindle Store and Books categories, with Kindle Store reviews occurring frequently throughout the timeline. In the initial weeks, there is a mix of both categories, but as time progresses, reviews for Books become more concentrated, particularly after the first few weeks. The reviews for Automotive appear only once, indicating a less frequent engagement with that category. Overall, there is a noticeable clustering of reviews for Books in the later weeks, while Kindle Store reviews maintain a steady presence throughout the entire sequence." }, { "dim_process": 18, "seq_idx": 453, "seq_len": 48, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.0, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.0, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 4.714285714285714, 5.285714285714286, 6.0, 7.0, 7.285714285714286, 7.571428571428571, 7.571428571428571, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.0, 9.571428571428571, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.0, 11.428571428571429, 11.571428571428571, 11.714285714285714, 13.571428571428571, 13.714285714285714, 14.142857142857142, 14.571428571428571, 15.571428571428571, 15.571428571428571, 16.0, 16.285714285714285, 16.285714285714285, 16.714285714285715, 18.714285714285715, 19.857142857142858, 20.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 2.0, 1.1428571428571428, 0.5714285714285714 ], "type_event": [ 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 16, 10, 16, 16, 16, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted shortly after the initial review period. The reviews for \"Kindle Store\" appear less frequently, primarily clustered at the beginning, around the 1-week mark, and then again in later weeks, particularly between the 14- and 20-week marks. Overall, the majority of reviews occur within the first 11 weeks, with a noticeable decline in frequency after that, except for sporadic \"Kindle Store\" reviews." }, { "dim_process": 18, "seq_idx": 454, "seq_len": 50, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.0, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.285714285714286, 7.0, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.571428571428571, 9.857142857142858, 10.428571428571429, 10.714285714285714, 11.0, 11.857142857142858, 12.0, 12.285714285714286, 12.428571428571429, 12.714285714285714, 19.142857142857142, 23.285714285714285, 23.571428571428573, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 6.428571428571429, 4.142857142857143, 0.2857142857142857, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of reviews primarily focused on books, with a notable concentration of reviews occurring in the first 12 weeks. After this initial period, there is a single review for the Kindle Store at week 4. Following this, the user continues to submit reviews for books, with a significant gap before reviews re-emerge around week 19 and continuing through week 24. Overall, the reviews are predominantly clustered within the first 12 weeks, with fewer entries in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 455, "seq_len": 44, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.1428571428571428, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.857142857142857, 3.857142857142857, 4.0, 4.285714285714286, 4.857142857142857, 5.0, 5.285714285714286, 5.857142857142857, 6.857142857142857, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 9.0, 9.142857142857142, 9.285714285714286, 9.857142857142858, 10.142857142857142, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.0, 13.857142857142858, 14.0, 14.285714285714286, 14.428571428571429, 15.0, 15.571428571428571, 17.857142857142858, 18.142857142857142, 18.285714285714285, 19.285714285714285, 20.857142857142858, 20.857142857142858, 23.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 2.2857142857142856, 0.2857142857142857, 0.14285714285714285, 1.0, 1.5714285714285714, 0.0, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing books over an extended period, with reviews occurring in close succession throughout the first several weeks. There is a notable concentration of reviews within the initial 15 weeks, after which the frequency of reviews begins to decrease. Towards the end of the sequence, there is a shift with the user also reviewing items in the Kindle Store, indicating a diversification in review categories, though this occurs much later compared to the earlier focus on books. Overall, the reviews are predominantly clustered in the earlier part of the timeline, with a gradual tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 456, "seq_len": 43, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 1.0, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 2.0, 2.4285714285714284, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 4.0, 4.0, 4.857142857142857, 5.428571428571429, 6.428571428571429, 6.428571428571429, 8.0, 8.142857142857142, 8.857142857142858, 10.0, 10.142857142857142, 10.857142857142858, 11.0, 11.714285714285714, 11.857142857142858, 12.0, 12.285714285714286, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.428571428571429, 15.285714285714286, 17.0, 17.857142857142858, 19.142857142857142, 19.714285714285715, 21.142857142857142, 21.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.8571428571428571, 0.5714285714285714, 1.0, 0.0, 1.5714285714285714, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.8571428571428572, 1.7142857142857142, 0.8571428571428571, 1.2857142857142858, 0.5714285714285714, 1.4285714285714286, 0.2857142857142857 ], "type_event": [ 14, 10, 10, 10, 10, 14, 14, 10, 10, 14, 14, 14, 16, 14, 10, 14, 10, 14, 10, 14, 10, 1, 16, 16, 10, 16, 14, 16, 10, 16, 10, 14, 10, 10, 10, 10, 10, 10, 14, 14, 10, 14, 10 ], "type_text": [ "Movies and TV", "Books", "Books", "Books", "Books", "Movies and TV", "Movies and TV", "Books", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Kindle Store", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Tools and Home Improvement", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Movies and TV", "Kindle Store", "Books", "Kindle Store", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Books" ], "description": "The sequence of product reviews begins with a focus on Movies and TV and Books, with the earliest reviews predominantly in these categories. Over time, there is a noticeable clustering of reviews in the Books category, particularly between the first and third weeks. As the sequence progresses, reviews for Movies and TV appear more frequently, especially in the later weeks, while the Kindle Store also sees a rise in reviews around the eight-week mark. The sequence shows a consistent pattern of alternating between Books and Movies and TV, with a gradual increase in the variety of categories reviewed as time goes on." }, { "dim_process": 18, "seq_idx": 457, "seq_len": 42, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 2.857142857142857, 3.142857142857143, 4.142857142857143, 4.571428571428571, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.714285714285714, 7.0, 7.0, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.0, 9.428571428571429, 9.571428571428571, 10.428571428571429, 11.142857142857142, 12.0, 12.571428571428571, 14.857142857142858, 20.285714285714285, 20.571428571428573, 21.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 2.2857142857142856, 0.2857142857142857, 1.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.8571428571428571, 0.5714285714285714, 2.2857142857142856, 5.428571428571429, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 10, 12, 8, 1, 2, 4, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Sports and Outdoors", "Toys and Games", "Tools and Home Improvement", "Pet Supplies", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Sports and Outdoors, Toys and Games, Tools and Home Improvement, Pet Supplies, and Electronics, all submitted within the first week. Following this initial variety, there is a significant shift towards a predominant focus on Books, which starts around the third week and continues consistently, with multiple entries throughout the following weeks. Kindle Store reviews appear sporadically, primarily clustered around the fifth, tenth, and later weeks, while the frequency of Book reviews remains high, particularly in the weeks following the initial submissions. Overall, the trend shows an early diversity in review categories that quickly transitions to a sustained emphasis on Books over time." }, { "dim_process": 18, "seq_idx": 458, "seq_len": 75, "time_since_start": [ 0.0, 0.0, 0.7142857142857143, 0.7142857142857143, 3.0, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 4.0, 4.142857142857143, 4.142857142857143, 4.857142857142857, 4.857142857142857, 5.0, 5.428571428571429, 5.714285714285714, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.857142857142857, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.428571428571429, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.285714285714286, 8.428571428571429, 9.0, 9.428571428571429, 9.571428571428571, 9.571428571428571, 10.285714285714286, 10.857142857142858, 12.285714285714286, 12.714285714285714, 13.0, 13.571428571428571, 13.714285714285714, 13.714285714285714, 13.857142857142858, 13.857142857142858, 13.857142857142858, 14.0, 14.0, 14.142857142857142, 14.142857142857142, 14.571428571428571, 14.571428571428571, 14.571428571428571, 15.142857142857142, 15.285714285714286, 15.285714285714286, 16.428571428571427, 16.428571428571427, 16.714285714285715, 16.714285714285715, 16.857142857142858, 16.857142857142858, 17.285714285714285, 17.428571428571427, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.428571428571427, 19.285714285714285, 19.571428571428573, 21.714285714285715, 22.0, 24.0, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.7142857142857143, 0.0, 2.2857142857142856, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.0, 0.7142857142857143, 0.5714285714285714, 1.4285714285714286, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 1.1428571428571428, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 2.142857142857143, 0.2857142857142857, 2.0, 0.8571428571428571 ], "type_event": [ 16, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 0, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 15, 11, 4, 0, 10, 16, 10, 10, 0, 16, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16, 16, 10 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Other", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Electronics", "Other", "Books", "Kindle Store", "Books", "Books", "Other", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which appears consistently throughout the timeline, particularly in the earlier weeks. The \"Kindle Store\" category also features prominently, often appearing alongside \"Books\" in clusters. Other categories such as \"Other,\" \"Clothing Shoes and Jewelry,\" \"Home and Kitchen,\" and \"Electronics\" are introduced later in the sequence, indicating a shift in review topics as time progresses. Overall, the reviews are concentrated in the first half of the timeline, with a gradual diversification of categories occurring in the latter weeks." }, { "dim_process": 18, "seq_idx": 459, "seq_len": 57, "time_since_start": [ 0.0, 0.5714285714285714, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 3.0, 4.0, 4.0, 5.428571428571429, 6.857142857142857, 7.285714285714286, 8.142857142857142, 8.428571428571429, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 9.571428571428571, 9.571428571428571, 9.714285714285714, 9.714285714285714, 9.714285714285714, 11.714285714285714, 11.714285714285714, 11.714285714285714, 14.857142857142858, 14.857142857142858, 14.857142857142858, 14.857142857142858, 14.857142857142858, 14.857142857142858, 14.857142857142858, 16.142857142857142, 16.142857142857142, 16.142857142857142, 16.142857142857142, 16.142857142857142, 23.285714285714285, 23.285714285714285, 23.285714285714285, 23.285714285714285, 23.571428571428573, 23.571428571428573, 23.571428571428573, 23.571428571428573, 23.571428571428573, 24.285714285714285, 24.285714285714285, 24.285714285714285, 24.285714285714285, 25.571428571428573, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.8571428571428571, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.0, 0.7142857142857143, 1.0, 0.0, 1.4285714285714286, 1.4285714285714286, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.14285714285714285, 0.0, 0.0, 2.0, 0.0, 0.0, 3.142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858, 0.0, 0.0, 0.0, 0.0, 7.142857142857143, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 1.2857142857142858, 0.0 ], "type_event": [ 4, 3, 3, 8, 0, 11, 3, 11, 1, 3, 10, 3, 3, 1, 15, 9, 1, 0, 3, 1, 11, 8, 1, 3, 1, 3, 8, 3, 17, 1, 9, 6, 11, 2, 1, 12, 3, 0, 16, 17, 5, 11, 5, 0, 3, 2, 0, 2, 12, 4, 15, 0, 17, 15, 12, 0, 15 ], "type_text": [ "Electronics", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Toys and Games", "Other", "Home and Kitchen", "Arts Crafts and Sewing", "Home and Kitchen", "Tools and Home Improvement", "Arts Crafts and Sewing", "Books", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Office Products", "Tools and Home Improvement", "Other", "Arts Crafts and Sewing", "Tools and Home Improvement", "Home and Kitchen", "Toys and Games", "Tools and Home Improvement", "Arts Crafts and Sewing", "Tools and Home Improvement", "Arts Crafts and Sewing", "Toys and Games", "Arts Crafts and Sewing", "Cell Phones and Accessories", "Tools and Home Improvement", "Office Products", "Industrial and Scientific", "Home and Kitchen", "Pet Supplies", "Tools and Home Improvement", "Sports and Outdoors", "Arts Crafts and Sewing", "Other", "Kindle Store", "Cell Phones and Accessories", "Automotive", "Home and Kitchen", "Automotive", "Other", "Arts Crafts and Sewing", "Pet Supplies", "Other", "Pet Supplies", "Sports and Outdoors", "Electronics", "Clothing Shoes and Jewelry", "Other", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Other", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows an initial focus on Electronics and Arts Crafts and Sewing within the first two weeks, followed by a gradual increase in reviews across various categories. Arts Crafts and Sewing remains a consistent category throughout the timeline, with notable clusters of reviews occurring around weeks 1 to 3 and again around weeks 11 to 14. As time progresses, there is a diversification of review categories, including a significant number of reviews for Tools and Home Improvement, which appears frequently from weeks 6 to 14. Towards the end of the timeline, there is a noticeable increase in reviews for Clothing Shoes and Jewelry, particularly in the last few weeks, alongside continued activity in Other and Pet Supplies." }, { "dim_process": 18, "seq_idx": 460, "seq_len": 81, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.1428571428571428, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.0, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.571428571428571, 5.857142857142857, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.0, 7.142857142857143, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.0, 10.142857142857142, 10.571428571428571, 10.571428571428571, 10.714285714285714, 10.714285714285714, 10.857142857142858, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.428571428571429, 12.0, 12.142857142857142, 12.142857142857142, 12.285714285714286, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.285714285714286, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 16.0, 16.142857142857142, 16.428571428571427, 17.0, 17.285714285714285, 18.142857142857142, 18.714285714285715, 18.714285714285715, 18.857142857142858, 19.0, 19.285714285714285, 19.285714285714285, 20.0, 20.142857142857142, 20.285714285714285, 21.0, 22.0, 23.0, 24.142857142857142, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 1.0, 1.1428571428571428, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time, particularly in the early weeks. The reviews for \"Books\" cluster heavily in the initial weeks and continue throughout the sequence, indicating a sustained interest. The \"Kindle Store\" reviews appear less frequently and are interspersed among the \"Books\" reviews, primarily emerging after the initial weeks and continuing intermittently. Overall, the trend indicates a strong preference for \"Books\" with occasional engagement with the \"Kindle Store\" at various points in the timeline." }, { "dim_process": 18, "seq_idx": 461, "seq_len": 40, "time_since_start": [ 0.0, 1.7142857142857142, 2.857142857142857, 3.0, 3.2857142857142856, 4.0, 5.0, 6.714285714285714, 6.714285714285714, 7.142857142857143, 8.285714285714286, 10.857142857142858, 11.0, 11.0, 11.285714285714286, 11.428571428571429, 11.714285714285714, 12.142857142857142, 13.0, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.857142857142858, 13.857142857142858, 13.857142857142858, 14.571428571428571, 14.714285714285714, 15.285714285714286, 15.857142857142858, 16.428571428571427, 16.428571428571427, 16.857142857142858, 18.0, 19.0, 19.571428571428573, 19.857142857142858, 20.142857142857142, 20.285714285714285, 20.428571428571427, 22.428571428571427 ], "time_since_last_event": [ 0.0, 1.7142857142857142, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 1.7142857142857142, 0.0, 0.42857142857142855, 1.1428571428571428, 2.5714285714285716, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.0, 0.42857142857142855, 1.1428571428571428, 1.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 2.0 ], "type_event": [ 11, 14, 14, 11, 14, 2, 17, 1, 11, 11, 14, 2, 1, 4, 15, 1, 2, 9, 10, 11, 0, 13, 13, 15, 11, 15, 14, 9, 3, 11, 2, 2, 11, 13, 6, 1, 1, 7, 2, 1 ], "type_text": [ "Home and Kitchen", "Movies and TV", "Movies and TV", "Home and Kitchen", "Movies and TV", "Pet Supplies", "Cell Phones and Accessories", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Movies and TV", "Pet Supplies", "Tools and Home Improvement", "Electronics", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Pet Supplies", "Office Products", "Books", "Home and Kitchen", "Other", "Patio Lawn and Garden", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Movies and TV", "Office Products", "Arts Crafts and Sewing", "Home and Kitchen", "Pet Supplies", "Pet Supplies", "Home and Kitchen", "Patio Lawn and Garden", "Industrial and Scientific", "Tools and Home Improvement", "Tools and Home Improvement", "Grocery and Gourmet Food", "Pet Supplies", "Tools and Home Improvement" ], "description": "The sequence of product reviews begins with a focus on Home and Kitchen items, followed by a notable interest in Movies and TV early on. As time progresses, there is a diversification into various categories, including Pet Supplies and Tools and Home Improvement, with several clusters of reviews occurring around the 11 to 14-week mark. Towards the latter part of the timeline, there is a resurgence of reviews in Home and Kitchen, along with a consistent engagement with Tools and Home Improvement. Overall, the reviews show a pattern of shifting interests, with certain categories being revisited periodically." }, { "dim_process": 18, "seq_idx": 462, "seq_len": 57, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.428571428571429, 7.142857142857143, 7.142857142857143, 7.571428571428571, 7.571428571428571, 7.571428571428571, 7.571428571428571, 7.571428571428571, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.571428571428571, 9.571428571428571, 12.285714285714286, 12.285714285714286, 12.285714285714286, 15.714285714285714, 15.714285714285714, 15.714285714285714, 15.714285714285714, 15.714285714285714, 15.714285714285714, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 18.285714285714285, 18.285714285714285, 18.285714285714285, 20.714285714285715, 20.714285714285715, 20.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.2857142857142856, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 2.7142857142857144, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 1.7142857142857142, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 2.7142857142857144, 0.0, 0.0, 3.4285714285714284, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 2.4285714285714284, 0.0, 0.0 ], "type_event": [ 11, 10, 8, 14, 7, 15, 4, 10, 0, 7, 11, 11, 4, 15, 7, 15, 10, 11, 16, 4, 7, 7, 0, 7, 7, 15, 14, 10, 11, 15, 12, 11, 10, 10, 15, 12, 15, 7, 10, 15, 3, 11, 1, 7, 14, 15, 12, 8, 11, 0, 7, 16, 15, 14, 15, 4, 12 ], "type_text": [ "Home and Kitchen", "Books", "Toys and Games", "Movies and TV", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Electronics", "Books", "Other", "Grocery and Gourmet Food", "Home and Kitchen", "Home and Kitchen", "Electronics", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Kindle Store", "Electronics", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Other", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Movies and TV", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Books", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Books", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Home and Kitchen", "Tools and Home Improvement", "Grocery and Gourmet Food", "Movies and TV", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Toys and Games", "Home and Kitchen", "Other", "Grocery and Gourmet Food", "Kindle Store", "Clothing Shoes and Jewelry", "Movies and TV", "Clothing Shoes and Jewelry", "Electronics", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted at the initial timestamp, with all reviews occurring simultaneously. As time progresses, there is a noticeable clustering of reviews around the 2 to 4-week mark, particularly in the Home and Kitchen, Grocery and Gourmet Food, and Clothing Shoes and Jewelry categories. Subsequently, reviews continue to appear at regular intervals, with a significant focus on Clothing Shoes and Jewelry and Grocery and Gourmet Food, particularly around the 7 to 16-week period. Towards the end of the sequence, reviews for Clothing Shoes and Jewelry and Sports and Outdoors emerge again, indicating a sustained interest in these categories. Overall, the pattern shows an early burst of diverse categories followed by a concentration on specific categories over time." }, { "dim_process": 18, "seq_idx": 463, "seq_len": 58, "time_since_start": [ 0.0, 0.42857142857142855, 1.5714285714285714, 1.7142857142857142, 2.857142857142857, 2.857142857142857, 3.5714285714285716, 3.7142857142857144, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.857142857142857, 4.857142857142857, 5.142857142857143, 5.571428571428571, 5.571428571428571, 5.714285714285714, 5.857142857142857, 5.857142857142857, 6.285714285714286, 6.714285714285714, 6.857142857142857, 8.571428571428571, 8.571428571428571, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.857142857142858, 8.857142857142858, 8.857142857142858, 9.0, 9.0, 9.0, 9.0, 9.0, 9.142857142857142, 9.142857142857142, 10.142857142857142, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.571428571428571, 11.142857142857142, 11.428571428571429, 12.571428571428571, 12.571428571428571, 14.285714285714286, 15.428571428571429, 16.285714285714285, 17.571428571428573, 17.571428571428573, 18.857142857142858, 18.857142857142858, 18.857142857142858, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 1.1428571428571428, 0.0, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.7142857142857142, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 1.0, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.0, 1.7142857142857142, 1.1428571428571428, 0.8571428571428571, 1.2857142857142858, 0.0, 1.2857142857142858, 0.0, 0.0, 3.2857142857142856 ], "type_event": [ 14, 9, 7, 1, 14, 9, 11, 14, 14, 11, 14, 9, 14, 14, 4, 10, 11, 7, 10, 7, 10, 14, 15, 9, 12, 9, 4, 15, 11, 10, 0, 16, 10, 10, 3, 9, 4, 15, 9, 7, 9, 4, 8, 9, 11, 11, 11, 11, 7, 9, 1, 4, 14, 11, 11, 9, 15, 15 ], "type_text": [ "Movies and TV", "Office Products", "Grocery and Gourmet Food", "Tools and Home Improvement", "Movies and TV", "Office Products", "Home and Kitchen", "Movies and TV", "Movies and TV", "Home and Kitchen", "Movies and TV", "Office Products", "Movies and TV", "Movies and TV", "Electronics", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Books", "Movies and TV", "Clothing Shoes and Jewelry", "Office Products", "Sports and Outdoors", "Office Products", "Electronics", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Other", "Kindle Store", "Books", "Books", "Arts Crafts and Sewing", "Office Products", "Electronics", "Clothing Shoes and Jewelry", "Office Products", "Grocery and Gourmet Food", "Office Products", "Electronics", "Toys and Games", "Office Products", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food", "Office Products", "Tools and Home Improvement", "Electronics", "Movies and TV", "Home and Kitchen", "Home and Kitchen", "Office Products", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a variety of categories being reviewed over time, with an initial focus on Movies and TV, which appears frequently in the early weeks. Office Products also receive multiple reviews, particularly clustered around the 8 to 10-week mark. Grocery and Gourmet Food reviews are present but appear more sporadically, with some clustering in the later weeks. Home and Kitchen reviews increase in frequency as the sequence progresses, particularly from weeks 5 to 12, while Electronics and Clothing Shoes and Jewelry reviews appear more prominently in the later stages of the timeline. Overall, the review pattern indicates a diverse range of categories being explored, with certain categories like Movies and TV and Office Products being reviewed earlier and others like Clothing Shoes and Jewelry and Electronics appearing later in the sequence." }, { "dim_process": 18, "seq_idx": 464, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.1428571428571428, 1.7142857142857142, 2.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.0, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.571428571428571, 7.285714285714286, 7.285714285714286, 7.285714285714286, 7.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 9.142857142857142, 9.142857142857142, 10.0, 10.0, 10.0, 10.142857142857142, 10.142857142857142, 10.714285714285714, 10.714285714285714, 11.428571428571429, 11.428571428571429, 11.714285714285714, 19.714285714285715, 19.714285714285715, 19.714285714285715, 19.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.1428571428571428, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.7142857142857142, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.8571428571428571, 0.0, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.7142857142857143, 0.0, 0.2857142857142857, 8.0, 0.0, 0.0, 0.0 ], "type_event": [ 17, 2, 0, 3, 8, 10, 11, 2, 11, 11, 11, 11, 11, 11, 11, 11, 15, 15, 12, 8, 9, 8, 15, 2, 11, 10, 15, 10, 16, 15, 10, 10, 15, 10, 8, 10, 11, 10, 15, 5, 0, 11 ], "type_text": [ "Cell Phones and Accessories", "Pet Supplies", "Other", "Arts Crafts and Sewing", "Toys and Games", "Books", "Home and Kitchen", "Pet Supplies", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Toys and Games", "Office Products", "Toys and Games", "Clothing Shoes and Jewelry", "Pet Supplies", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Clothing Shoes and Jewelry", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Books", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Automotive", "Other", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted simultaneously in the first week, including Cell Phones and Accessories, Pet Supplies, and Arts Crafts and Sewing. Over the following weeks, there is a notable concentration of reviews in the Home and Kitchen category, particularly between weeks 1 and 5. After this period, reviews for Clothing Shoes and Jewelry, along with other categories, begin to emerge, clustering around weeks 7 to 10. In the later stages of the timeline, particularly around week 19, there is a resurgence of reviews primarily focused on Clothing Shoes and Jewelry, Automotive, and Home and Kitchen, indicating a shift back to these categories after a more varied selection earlier on." }, { "dim_process": 18, "seq_idx": 465, "seq_len": 57, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.4285714285714286, 2.142857142857143, 2.7142857142857144, 4.142857142857143, 4.571428571428571, 5.714285714285714, 6.0, 6.714285714285714, 6.857142857142857, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 11.285714285714286, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 13.285714285714286, 13.571428571428571, 13.571428571428571, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.0, 16.142857142857142, 16.142857142857142, 16.285714285714285, 16.428571428571427, 17.142857142857142, 17.285714285714285, 18.571428571428573, 19.0, 19.285714285714285, 19.428571428571427, 19.428571428571427, 20.428571428571427, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.7142857142857143, 0.5714285714285714, 1.4285714285714286, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 1.0, 2.0 ], "type_event": [ 10, 10, 10, 8, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16, 10, 16, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 16, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Toys and Games", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, which dominates the early weeks. After a few weeks, there is a shift to \"Kindle Store\" reviews, which start to cluster around the 6-week mark and continue to appear frequently. Throughout the sequence, \"Books\" reviews remain prevalent, particularly in the later weeks, indicating a sustained interest in this category alongside the recurring \"Kindle Store\" reviews. Overall, the pattern shows an initial concentration on \"Books,\" followed by a notable increase in \"Kindle Store\" reviews, with both categories continuing to be reviewed throughout the timeline." }, { "dim_process": 18, "seq_idx": 466, "seq_len": 65, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 2.0, 2.7142857142857144, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 5.0, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.142857142857143, 6.428571428571429, 6.571428571428571, 7.0, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 9.714285714285714, 9.857142857142858, 10.714285714285714, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.714285714285714, 12.571428571428571, 12.714285714285714, 13.0, 13.0, 13.285714285714286, 13.714285714285714, 14.0, 14.142857142857142, 14.857142857142858, 15.142857142857142, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.285714285714285, 17.571428571428573, 18.142857142857142, 18.428571428571427, 18.714285714285715, 18.857142857142858, 19.285714285714285, 21.285714285714285, 21.571428571428573, 21.857142857142858, 24.857142857142858, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 2.0, 0.2857142857142857, 0.2857142857142857, 3.0, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with multiple entries occurring in close succession over the initial weeks. Reviews for \"Books\" dominate the early part of the timeline, with a noticeable cluster of entries within the first 18 weeks. The \"Kindle Store\" reviews appear sporadically, primarily after the 10-week mark, indicating a shift in the review types but still maintaining a strong emphasis on \"Books.\" Overall, the trend reflects a sustained interest in \"Books\" throughout the sequence, with \"Kindle Store\" reviews interspersed at intervals." }, { "dim_process": 18, "seq_idx": 467, "seq_len": 47, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.8571428571428572, 2.2857142857142856, 2.7142857142857144, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.857142857142857, 7.0, 7.285714285714286, 7.571428571428571, 8.0, 8.285714285714286, 8.571428571428571, 8.571428571428571, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.285714285714286, 11.714285714285714, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.142857142857142, 14.0, 14.285714285714286, 14.571428571428571, 15.571428571428571, 16.142857142857142, 16.857142857142858, 17.142857142857142, 17.428571428571427, 17.428571428571427, 18.0, 21.0, 24.0, 25.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 1.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 1.0, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 3.0, 3.0, 1.0 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 5, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 12, 4, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Automotive", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Electronics", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a focus on Books, with several reviews clustered in the initial weeks. After a consistent pattern of Book reviews, there is a brief introduction of Kindle Store reviews around the 0.43-week mark, followed by a few more Kindle Store entries later in the timeline. Notably, there is a single review in the Automotive category at the 8.57-week mark, which is the only non-Book review amidst a predominance of Book reviews that continue throughout the sequence. Towards the end, there are additional reviews in Sports and Outdoors and Electronics, but the majority of reviews remain concentrated in the Books category, particularly in the earlier weeks." }, { "dim_process": 18, "seq_idx": 468, "seq_len": 121, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.0, 1.1428571428571428, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.0, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.0, 5.142857142857143, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.571428571428571, 7.714285714285714, 8.0, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 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10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The first review occurs within the first week, and the majority of reviews are clustered in the early weeks, gradually extending over a longer period. The \"Kindle Store\" reviews appear intermittently, often following clusters of \"Books\" reviews, indicating that while the user primarily reviews books, they also engage with the Kindle Store at various points throughout the timeline. Overall, the reviews are heavily weighted towards the \"Books\" category, with \"Kindle Store\" reviews appearing less frequently and primarily in conjunction with the \"Books\" reviews." }, { "dim_process": 18, "seq_idx": 469, "seq_len": 65, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 3.0, 3.142857142857143, 3.5714285714285716, 4.0, 4.428571428571429, 6.285714285714286, 7.142857142857143, 7.428571428571429, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.714285714285714, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.428571428571429, 16.142857142857142, 16.142857142857142, 16.571428571428573, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.714285714285715, 18.571428571428573, 19.0, 19.428571428571427, 19.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.8571428571428572, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, reviews for the \"Kindle Store\" category start to appear, particularly clustered around the 3-week mark and again at the 6-week mark. After a period dominated by \"Books\" reviews, there is a noticeable increase in \"Kindle Store\" reviews in the later weeks, especially around the 18-week mark, indicating a potential shift in review focus. Overall, the trend shows a predominance of \"Books\" reviews early on, with \"Kindle Store\" reviews becoming more frequent in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 470, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.8571428571428572, 2.0, 2.142857142857143, 3.7142857142857144, 3.7142857142857144, 5.0, 5.428571428571429, 5.571428571428571, 6.142857142857143, 7.571428571428571, 8.142857142857142, 8.428571428571429, 9.0, 10.0, 10.285714285714286, 11.0, 11.285714285714286, 11.428571428571429, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 12.571428571428571, 12.714285714285714, 13.0, 14.0, 14.142857142857142, 15.0, 15.142857142857142, 15.285714285714286, 15.857142857142858, 16.0, 16.428571428571427, 17.142857142857142, 17.142857142857142, 17.285714285714285, 17.428571428571427, 18.142857142857142, 19.0, 21.428571428571427, 22.285714285714285, 23.142857142857142, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.0, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.0, 1.2857142857142858, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 1.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 2.4285714285714284, 0.8571428571428571, 0.8571428571428571, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 7, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 3, 10, 10, 10, 10, 10, 10, 10, 11 ], "type_text": [ "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple entries clustered in the initial weeks. After a notable period of reviewing books, there is a brief introduction of reviews in \"Grocery and Gourmet Food\" and \"Other\" categories around the 1.86 to 3.71-week mark. Following this, the user returns to reviewing books predominantly, with a few entries in the \"Kindle Store\" and \"Arts Crafts and Sewing\" categories appearing later in the timeline. The sequence shows a sustained interest in books throughout, with occasional diversification into other categories, particularly in the earlier weeks and a slight increase in variety towards the end." }, { "dim_process": 18, "seq_idx": 471, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 2.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 7.571428571428571, 7.714285714285714, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.714285714285714, 10.142857142857142, 10.428571428571429, 10.714285714285714, 11.285714285714286, 11.857142857142858, 12.857142857142858, 13.0, 13.285714285714286, 13.285714285714286, 14.285714285714286, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.571428571428571, 16.428571428571427, 22.285714285714285, 23.285714285714285, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.8571428571428572, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 1.0, 0.14285714285714285, 0.2857142857142857, 0.0, 1.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 5.857142857142857, 1.0, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 3, 16, 10, 10, 10, 10, 10, 11, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Arts Crafts and Sewing", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which appears consistently throughout the timeline, especially in the early weeks. There are several clusters of reviews for books occurring in the initial weeks, with a notable increase in frequency around the 5-week mark. The \"Kindle Store\" category is introduced around the 4-week mark and appears intermittently, while a single review in \"Arts Crafts and Sewing\" occurs around the 13-week mark. Additionally, a review in the \"Home and Kitchen\" category appears later in the sequence, indicating a slight diversification in review categories as time progresses. Overall, the majority of reviews are concentrated in the \"Books\" category, with other categories emerging at specific intervals." }, { "dim_process": 18, "seq_idx": 472, "seq_len": 42, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.0, 2.5714285714285716, 2.857142857142857, 3.0, 3.2857142857142856, 3.7142857142857144, 4.857142857142857, 5.714285714285714, 6.142857142857143, 6.857142857142857, 8.0, 8.285714285714286, 9.0, 9.571428571428571, 10.0, 10.571428571428571, 10.714285714285714, 11.0, 11.285714285714286, 12.0, 12.571428571428571, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.285714285714286, 15.0, 16.857142857142858, 17.571428571428573, 18.0, 18.285714285714285, 18.571428571428573, 18.714285714285715, 18.857142857142858, 19.142857142857142, 20.571428571428573, 22.714285714285715, 22.857142857142858, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.8571428571428572, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 2.142857142857143, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a focus on Books, with several reviews submitted in the initial weeks. The user also reviews the Kindle Store early on, but the majority of reviews predominantly center around Books, which continue to be submitted consistently over time. There are a few instances of Kindle Store reviews interspersed within the sequence, but they occur less frequently compared to the Books category. Overall, the trend shows a strong and sustained emphasis on Books throughout the entire timeline, with Kindle Store reviews appearing at specific intervals." }, { "dim_process": 18, "seq_idx": 473, "seq_len": 61, "time_since_start": [ 0.0, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.2857142857142856, 2.857142857142857, 3.0, 3.142857142857143, 3.5714285714285716, 3.857142857142857, 4.0, 4.285714285714286, 4.857142857142857, 5.0, 5.285714285714286, 5.428571428571429, 5.428571428571429, 5.714285714285714, 6.142857142857143, 7.0, 7.857142857142857, 8.0, 8.285714285714286, 9.0, 9.142857142857142, 9.428571428571429, 9.714285714285714, 9.857142857142858, 9.857142857142858, 9.857142857142858, 10.857142857142858, 11.142857142857142, 12.0, 12.571428571428571, 13.0, 13.285714285714286, 13.857142857142858, 14.0, 14.714285714285714, 14.857142857142858, 15.0, 15.142857142857142, 16.0, 16.571428571428573, 16.714285714285715, 17.142857142857142, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.0, 18.142857142857142, 18.428571428571427, 19.0, 19.285714285714285, 21.142857142857142, 21.428571428571427, 22.0, 23.857142857142858, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 1.0, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.8571428571428572, 0.2857142857142857, 0.5714285714285714, 1.8571428571428572, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The majority of reviews occur within the first 18 weeks, predominantly clustered in the early weeks, with a notable increase in frequency before tapering off slightly. After 5 weeks, there are brief instances of reviews in the \"Pet Supplies\" and \"Home and Kitchen\" categories, but these are infrequent compared to the continuous reviews of \"Books.\" The trend indicates that the user primarily engages with book reviews, with only a few diversions into other categories occurring later in the sequence." }, { "dim_process": 18, "seq_idx": 474, "seq_len": 58, "time_since_start": [ 0.0, 0.0, 0.8571428571428571, 1.1428571428571428, 1.1428571428571428, 1.5714285714285714, 2.0, 2.2857142857142856, 3.2857142857142856, 4.142857142857143, 4.142857142857143, 4.571428571428571, 5.0, 5.0, 6.857142857142857, 8.0, 8.0, 8.428571428571429, 8.714285714285714, 9.857142857142858, 10.571428571428571, 10.571428571428571, 10.571428571428571, 11.142857142857142, 11.857142857142858, 11.857142857142858, 12.714285714285714, 13.142857142857142, 13.285714285714286, 14.714285714285714, 14.714285714285714, 14.857142857142858, 15.714285714285714, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.714285714285715, 16.714285714285715, 17.428571428571427, 17.428571428571427, 17.571428571428573, 17.571428571428573, 18.0, 18.0, 18.714285714285715, 19.571428571428573, 19.571428571428573, 20.142857142857142, 20.285714285714285, 20.428571428571427, 20.857142857142858, 21.428571428571427, 21.714285714285715, 23.142857142857142, 23.714285714285715, 24.142857142857142, 24.857142857142858, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.8571428571428571, 0.2857142857142857, 0.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 1.0, 0.8571428571428571, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 1.8571428571428572, 1.1428571428571428, 0.0, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 0.0, 0.0, 0.5714285714285714, 0.7142857142857143, 0.0, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.7142857142857143, 0.8571428571428571, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 1.4285714285714286, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857 ], "type_event": [ 3, 4, 7, 7, 0, 3, 3, 3, 3, 17, 3, 3, 7, 3, 0, 15, 7, 13, 13, 9, 6, 11, 10, 3, 12, 1, 3, 3, 3, 6, 1, 4, 13, 1, 4, 9, 13, 15, 11, 4, 12, 11, 11, 3, 11, 11, 12, 3, 15, 12, 11, 15, 15, 11, 13, 3, 15, 15 ], "type_text": [ "Arts Crafts and Sewing", "Electronics", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Other", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Cell Phones and Accessories", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Other", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Patio Lawn and Garden", "Office Products", "Industrial and Scientific", "Home and Kitchen", "Books", "Arts Crafts and Sewing", "Sports and Outdoors", "Tools and Home Improvement", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Industrial and Scientific", "Tools and Home Improvement", "Electronics", "Patio Lawn and Garden", "Tools and Home Improvement", "Electronics", "Office Products", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Home and Kitchen", "Electronics", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Arts Crafts and Sewing", "Home and Kitchen", "Home and Kitchen", "Sports and Outdoors", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Patio Lawn and Garden", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Arts Crafts and Sewing, Electronics, and Grocery and Gourmet Food, primarily in the initial weeks. Over time, there is a noticeable clustering of reviews in the Arts Crafts and Sewing category, particularly in the early to mid-period of the timeline. As the sequence progresses, reviews for Home and Kitchen, Clothing Shoes and Jewelry, and Patio Lawn and Garden emerge more prominently in the later weeks. Additionally, Electronics and Sports and Outdoors reviews appear intermittently throughout the timeline, but the majority of reviews are concentrated in specific periods rather than evenly distributed." }, { "dim_process": 18, "seq_idx": 475, "seq_len": 51, "time_since_start": [ 0.0, 0.42857142857142855, 1.4285714285714286, 2.0, 2.7142857142857144, 3.142857142857143, 4.428571428571429, 4.857142857142857, 5.571428571428571, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.857142857142857, 7.142857142857143, 7.857142857142857, 7.857142857142857, 8.428571428571429, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.0, 11.285714285714286, 11.428571428571429, 11.714285714285714, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.142857142857142, 13.428571428571429, 13.571428571428571, 14.0, 14.714285714285714, 14.857142857142858, 16.571428571428573, 16.714285714285715, 17.0, 17.285714285714285, 17.571428571428573, 17.857142857142858, 18.0, 18.142857142857142, 19.857142857142858, 19.857142857142858, 22.857142857142858, 23.0, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 1.0, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 1.2857142857142858, 0.42857142857142855, 0.7142857142857143, 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.0, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.0, 3.0, 0.14285714285714285, 0.7142857142857143 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on books, with the majority of reviews submitted in this category throughout the timeline. Reviews for the Kindle Store appear intermittently, often following clusters of book reviews. The initial weeks feature a high frequency of book reviews, with a gradual introduction of Kindle Store reviews, particularly noticeable at several intervals. As time progresses, the pattern of review submissions continues with a consistent emphasis on books, while Kindle Store reviews tend to cluster at specific points, particularly towards the later weeks of the sequence." }, { "dim_process": 18, "seq_idx": 476, "seq_len": 47, "time_since_start": [ 0.0, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 2.4285714285714284, 4.714285714285714, 4.714285714285714, 4.857142857142857, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.142857142857143, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.0, 8.0, 8.285714285714286, 8.428571428571429, 9.142857142857142, 9.857142857142858, 10.0, 10.0, 10.285714285714286, 10.285714285714286, 10.857142857142858, 10.857142857142858, 11.428571428571429, 12.142857142857142, 12.142857142857142, 13.0, 13.714285714285714, 14.142857142857142, 14.714285714285714, 14.714285714285714, 15.0, 15.428571428571429, 15.428571428571429, 16.0, 16.142857142857142, 17.714285714285715, 20.285714285714285, 20.285714285714285, 22.428571428571427, 24.285714285714285, 24.857142857142858 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 2.2857142857142856, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 0.5714285714285714, 0.7142857142857143, 0.0, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.5714285714285714, 0.14285714285714285, 1.5714285714285714, 2.5714285714285716, 0.0, 2.142857142857143, 1.8571428571428572, 0.5714285714285714 ], "type_event": [ 11, 15, 11, 13, 13, 11, 1, 10, 13, 10, 5, 4, 4, 7, 10, 10, 10, 13, 7, 10, 10, 15, 12, 10, 10, 13, 2, 13, 1, 11, 13, 4, 4, 15, 15, 11, 15, 10, 11, 15, 10, 15, 10, 1, 7, 12, 1 ], "type_text": [ "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Patio Lawn and Garden", "Patio Lawn and Garden", "Home and Kitchen", "Tools and Home Improvement", "Books", "Patio Lawn and Garden", "Books", "Automotive", "Electronics", "Electronics", "Grocery and Gourmet Food", "Books", "Books", "Books", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Books", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Books", "Patio Lawn and Garden", "Pet Supplies", "Patio Lawn and Garden", "Tools and Home Improvement", "Home and Kitchen", "Patio Lawn and Garden", "Electronics", "Electronics", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Books", "Tools and Home Improvement", "Grocery and Gourmet Food", "Sports and Outdoors", "Tools and Home Improvement" ], "description": "The sequence of product reviews shows a diverse range of categories reviewed over time, with a notable clustering of reviews in the Home and Kitchen, Books, and Clothing Shoes and Jewelry categories. The initial reviews primarily consist of Home and Kitchen and Clothing Shoes and Jewelry, occurring within the first few weeks. As time progresses, there is a significant increase in the frequency of Books reviews, particularly around the 8 to 10-week mark. Additionally, reviews for Patio Lawn and Garden and Tools and Home Improvement appear intermittently, with a noticeable concentration in the later weeks. The Electronics category also emerges in the middle of the timeline, while Grocery and Gourmet Food reviews cluster towards the end of the sequence." }, { "dim_process": 18, "seq_idx": 477, "seq_len": 49, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.0, 1.2857142857142858, 2.0, 3.2857142857142856, 3.7142857142857144, 4.714285714285714, 5.142857142857143, 5.285714285714286, 6.285714285714286, 6.714285714285714, 7.0, 7.285714285714286, 7.714285714285714, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.285714285714286, 9.428571428571429, 10.0, 10.571428571428571, 11.0, 11.142857142857142, 11.571428571428571, 13.0, 13.714285714285714, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.0, 15.142857142857142, 15.571428571428571, 15.714285714285714, 16.285714285714285, 16.714285714285715, 17.285714285714285, 17.428571428571427, 17.571428571428573, 18.285714285714285, 18.571428571428573, 18.714285714285715, 19.285714285714285, 20.0, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 0.42857142857142855, 1.0, 0.42857142857142855, 0.14285714285714285, 1.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 3.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which appears consistently throughout the timeline, especially in the earlier weeks. The reviews for the \"Kindle Store\" category emerge intermittently, primarily clustered around weeks 6, 8, 10, 15, and 18. Overall, the reviews trend heavily towards \"Books\" in the initial stages, with \"Kindle Store\" reviews occurring less frequently and primarily later in the sequence. This pattern indicates a sustained focus on \"Books\" with occasional engagement with the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 478, "seq_len": 44, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.2857142857142858, 1.5714285714285714, 1.5714285714285714, 1.8571428571428572, 2.0, 2.2857142857142856, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 4.142857142857143, 4.428571428571429, 7.428571428571429, 9.857142857142858, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.285714285714286, 12.428571428571429, 12.857142857142858, 13.0, 13.428571428571429, 15.571428571428571, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.0, 17.571428571428573, 17.857142857142858, 18.428571428571427, 18.571428571428573, 18.714285714285715, 19.142857142857142, 19.285714285714285, 19.428571428571427, 19.428571428571427, 19.571428571428573, 19.714285714285715, 19.857142857142858, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 3.0, 2.4285714285714284, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 2.142857142857143, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 4.571428571428571 ], "type_event": [ 16, 10, 16, 16, 10, 16, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 16, 16, 10, 16, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows an initial focus on both the Kindle Store and Books, with the first few weeks featuring a mix of reviews for both categories. Over time, there is a noticeable trend towards a predominance of Book reviews, particularly between weeks 4 and 17, where the majority of reviews are for Books. In the latter part of the sequence, there is a resurgence of reviews for the Kindle Store, occurring frequently in the last few weeks, indicating a shift back to that category after a prolonged focus on Books. Overall, the events tend to cluster around Books early on, with a gradual increase in Kindle Store reviews towards the end." }, { "dim_process": 18, "seq_idx": 479, "seq_len": 45, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.1428571428571428, 1.4285714285714286, 2.0, 2.857142857142857, 3.0, 3.7142857142857144, 4.0, 4.285714285714286, 5.857142857142857, 6.857142857142857, 7.0, 7.857142857142857, 8.142857142857142, 8.857142857142858, 9.0, 9.285714285714286, 9.714285714285714, 10.0, 10.285714285714286, 10.428571428571429, 11.285714285714286, 11.714285714285714, 12.0, 12.142857142857142, 12.428571428571429, 13.714285714285714, 15.0, 15.0, 15.142857142857142, 15.857142857142858, 17.0, 17.142857142857142, 17.857142857142858, 18.0, 18.285714285714285, 18.857142857142858, 19.0, 19.857142857142858, 20.0, 21.142857142857142, 23.857142857142858, 25.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 1.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 1.2857142857142858, 0.0, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.1428571428571428, 2.7142857142857144, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted in this category throughout the entire timeline. The reviews begin at week zero and continue steadily, with a noticeable increase in frequency during the initial weeks. There is a single instance of a review in the \"Kindle Store\" category, which occurs at week 15, but the user quickly returns to reviewing books. Overall, the majority of reviews cluster closely together in the earlier weeks, with a gradual tapering off as time progresses, indicating a sustained interest in books over a lengthy period." }, { "dim_process": 18, "seq_idx": 480, "seq_len": 55, "time_since_start": [ 0.0, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142, 2.4285714285714284, 2.4285714285714284, 2.7142857142857144, 3.2857142857142856, 4.285714285714286, 4.285714285714286, 4.857142857142857, 5.142857142857143, 6.571428571428571, 7.285714285714286, 8.285714285714286, 8.285714285714286, 8.857142857142858, 9.571428571428571, 9.857142857142858, 9.857142857142858, 10.571428571428571, 11.428571428571429, 11.428571428571429, 12.285714285714286, 13.428571428571429, 13.428571428571429, 13.428571428571429, 13.428571428571429, 13.714285714285714, 14.0, 14.714285714285714, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.571428571428573, 17.571428571428573, 18.142857142857142, 18.142857142857142, 18.142857142857142, 18.571428571428573, 19.0, 19.285714285714285, 19.285714285714285, 19.428571428571427, 19.428571428571427, 20.0, 20.857142857142858, 20.857142857142858, 21.0, 23.428571428571427, 23.714285714285715, 23.714285714285715, 23.714285714285715, 24.285714285714285, 25.428571428571427 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.5714285714285714, 1.0, 0.0, 0.5714285714285714, 0.2857142857142857, 1.4285714285714286, 0.7142857142857143, 1.0, 0.0, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.0, 0.7142857142857143, 0.8571428571428571, 0.0, 0.8571428571428571, 1.1428571428571428, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.5714285714285714, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.8571428571428571, 0.0, 0.14285714285714285, 2.4285714285714284, 0.2857142857142857, 0.0, 0.0, 0.5714285714285714, 1.1428571428571428 ], "type_event": [ 13, 1, 3, 1, 15, 11, 1, 11, 10, 0, 15, 1, 10, 14, 1, 10, 14, 14, 14, 9, 5, 0, 11, 6, 5, 1, 6, 14, 14, 14, 10, 9, 1, 14, 9, 17, 9, 14, 11, 0, 9, 11, 9, 13, 0, 11, 1, 4, 11, 1, 14, 0, 1, 17, 15 ], "type_text": [ "Patio Lawn and Garden", "Tools and Home Improvement", "Arts Crafts and Sewing", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Books", "Other", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Books", "Movies and TV", "Tools and Home Improvement", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Office Products", "Automotive", "Other", "Home and Kitchen", "Industrial and Scientific", "Automotive", "Tools and Home Improvement", "Industrial and Scientific", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Office Products", "Tools and Home Improvement", "Movies and TV", "Office Products", "Cell Phones and Accessories", "Office Products", "Movies and TV", "Home and Kitchen", "Other", "Office Products", "Home and Kitchen", "Office Products", "Patio Lawn and Garden", "Other", "Home and Kitchen", "Tools and Home Improvement", "Electronics", "Home and Kitchen", "Tools and Home Improvement", "Movies and TV", "Other", "Tools and Home Improvement", "Cell Phones and Accessories", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a focus on categories such as Patio Lawn and Garden and Tools and Home Improvement within the first few weeks. As time progresses, there is a noticeable shift towards a wider variety of categories, including Clothing Shoes and Jewelry, Home and Kitchen, and Books, particularly around the 4 to 8-week mark. Movies and TV reviews start to cluster around the 7 to 14-week period, while Office Products reviews emerge prominently in the later weeks, particularly between weeks 16 and 19. The sequence concludes with a return to Tools and Home Improvement and Clothing Shoes and Jewelry, indicating a diverse range of interests throughout the timeline." }, { "dim_process": 18, "seq_idx": 481, "seq_len": 96, "time_since_start": [ 0.0, 0.0, 0.5714285714285714, 1.0, 1.1428571428571428, 2.0, 2.142857142857143, 2.5714285714285716, 3.2857142857142856, 5.142857142857143, 5.428571428571429, 5.428571428571429, 5.857142857142857, 6.0, 6.142857142857143, 6.142857142857143, 6.857142857142857, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 8.428571428571429, 8.571428571428571, 9.0, 9.428571428571429, 9.714285714285714, 10.285714285714286, 10.857142857142858, 11.428571428571429, 11.857142857142858, 12.428571428571429, 12.428571428571429, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.285714285714286, 13.428571428571429, 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0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 1.5714285714285714 ], "type_event": [ 14, 10, 14, 10, 10, 14, 5, 10, 10, 10, 16, 10, 10, 10, 14, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 7, 10, 10, 10, 11, 7, 10, 14, 10, 10, 10, 10, 14, 14, 10, 10, 0, 10, 16, 14, 10, 0, 14, 14, 10, 14, 14, 2, 14, 14, 14, 1, 14, 0, 10, 14, 10, 10, 14, 14, 10, 10, 14, 14, 14, 10, 14, 14, 11, 14, 14, 16, 10, 14, 2, 14, 14, 14, 14, 14, 0, 0, 0, 14, 10 ], "type_text": [ "Movies and TV", "Books", "Movies and TV", "Books", "Books", "Movies and TV", "Automotive", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Movies and TV", "Movies and TV", "Books", "Books", "Other", "Books", "Kindle Store", "Movies and TV", "Books", "Other", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Pet Supplies", "Movies and TV", "Movies and TV", "Movies and TV", "Tools and Home Improvement", "Movies and TV", "Other", "Books", "Movies and TV", "Books", "Books", "Movies and TV", "Movies and TV", "Books", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Home and Kitchen", "Movies and TV", "Movies and TV", "Kindle Store", "Books", "Movies and TV", "Pet Supplies", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Other", "Other", "Other", "Movies and TV", "Books" ], "description": "The sequence of product reviews shows a clear emphasis on the \"Books\" category, which is consistently reviewed throughout the timeline, especially in the earlier weeks. \"Movies and TV\" reviews also occur frequently, with notable clusters appearing after the initial weeks and continuing to dominate the latter part of the sequence. Other categories, such as \"Kindle Store,\" \"Automotive,\" and \"Grocery and Gourmet Food,\" appear sporadically, while \"Other\" categories are noted towards the end. Overall, the trend indicates a strong and sustained interest in both \"Books\" and \"Movies and TV,\" with the latter becoming more prominent as time progresses." }, { "dim_process": 18, "seq_idx": 482, "seq_len": 47, "time_since_start": [ 0.0, 0.42857142857142855, 1.2857142857142858, 1.8571428571428572, 2.7142857142857144, 2.857142857142857, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.285714285714286, 6.0, 6.571428571428571, 7.428571428571429, 8.0, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.428571428571429, 10.714285714285714, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.0, 14.428571428571429, 14.714285714285714, 15.571428571428571, 15.714285714285714, 16.0, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.428571428571427, 17.571428571428573, 18.571428571428573, 21.0, 21.714285714285715, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.0, 2.4285714285714284, 0.7142857142857143, 2.7142857142857144 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists solely of reviews for books, with no variation in category. The reviews are submitted consistently over time, with a notable frequency in the early weeks, particularly within the first 12 weeks. There is a gradual decline in the frequency of reviews as time progresses, with clusters of reviews occurring primarily in the initial weeks and fewer reviews submitted in the later weeks. Overall, the trend indicates a strong initial engagement with the product category that tapers off over time." }, { "dim_process": 18, "seq_idx": 483, "seq_len": 67, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.2857142857142858, 1.5714285714285714, 2.7142857142857144, 2.857142857142857, 3.5714285714285716, 4.0, 4.571428571428571, 5.0, 5.428571428571429, 5.714285714285714, 6.285714285714286, 6.428571428571429, 6.571428571428571, 7.0, 7.714285714285714, 8.428571428571429, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.285714285714286, 11.571428571428571, 12.0, 12.428571428571429, 12.857142857142858, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.0, 15.142857142857142, 15.285714285714286, 15.714285714285714, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.571428571428573, 16.714285714285715, 17.142857142857142, 17.428571428571427, 18.285714285714285, 18.714285714285715, 19.428571428571427, 20.0, 20.142857142857142, 21.142857142857142, 21.285714285714285, 21.571428571428573, 22.428571428571427, 23.714285714285715, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.2857142857142858, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews in the \"Books\" category, which dominate the timeline, especially in the early weeks. There are occasional reviews in the \"Kindle Store\" category, which appear sporadically, particularly after the first nine weeks. The frequency of reviews in the \"Books\" category remains consistent throughout the timeline, with a noticeable cluster of reviews occurring in the later weeks. Overall, the reviews show a strong preference for \"Books\" over \"Kindle Store,\" with the latter appearing less frequently and primarily clustered around certain periods." }, { "dim_process": 18, "seq_idx": 484, "seq_len": 63, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 1.0, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.5714285714285716, 2.7142857142857144, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.0, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.571428571428571, 6.428571428571429, 6.857142857142857, 7.714285714285714, 8.714285714285714, 9.428571428571429, 9.857142857142858, 10.571428571428571, 10.714285714285714, 11.0, 11.285714285714286, 11.714285714285714, 12.0, 12.714285714285714, 13.0, 13.428571428571429, 13.714285714285714, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.428571428571429, 15.428571428571429, 15.714285714285714, 16.142857142857142, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.0, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.285714285714285, 19.571428571428573, 19.857142857142858, 20.857142857142858, 21.571428571428573, 22.0, 22.857142857142858, 23.714285714285715, 24.0, 24.571428571428573, 25.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.8571428571428571, 1.0, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 1.0, 0.7142857142857143, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on the \"Books\" category, with a notable single entry for the \"Kindle Store.\" The reviews are clustered closely together in the early weeks, with a high frequency of submissions occurring within the first 15 weeks. After this initial surge, the frequency of reviews gradually decreases, with fewer entries noted in the later weeks. The overall trend indicates a sustained interest in books over an extended period, with a slight diversification into the Kindle Store at the 15-week mark." }, { "dim_process": 18, "seq_idx": 485, "seq_len": 40, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 2.7142857142857144, 4.285714285714286, 4.857142857142857, 5.285714285714286, 6.285714285714286, 6.857142857142857, 7.428571428571429, 7.857142857142857, 8.428571428571429, 9.428571428571429, 9.857142857142858, 10.285714285714286, 10.714285714285714, 11.714285714285714, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.428571428571429, 13.428571428571429, 13.428571428571429, 14.0, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.571428571428571, 15.857142857142858, 16.0, 16.285714285714285, 16.857142857142858, 17.285714285714285, 18.571428571428573, 20.285714285714285, 24.142857142857142, 24.285714285714285, 24.571428571428573, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 1.5714285714285714, 0.5714285714285714, 0.42857142857142855, 1.0, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 1.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.2857142857142858, 1.7142857142857142, 3.857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 13, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with numerous reviews submitted consistently over a span of weeks, particularly in the early stages. After a sustained period of reviewing books, there is a notable introduction of reviews in other categories, such as \"Clothing Shoes and Jewelry\" and \"Patio Lawn and Garden,\" occurring simultaneously at a specific point. Following this, there is a shift back to reviewing books, which continues alongside reviews in the \"Kindle Store\" category that appear later in the timeline. Overall, the reviews are heavily concentrated in the \"Books\" category, with other categories emerging briefly before a return to books and subsequent engagement with Kindle Store products." }, { "dim_process": 18, "seq_idx": 486, "seq_len": 57, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.857142857142857, 4.0, 4.285714285714286, 4.857142857142857, 5.0, 5.285714285714286, 5.714285714285714, 6.428571428571429, 6.428571428571429, 6.714285714285714, 7.142857142857143, 7.142857142857143, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.142857142857142, 9.857142857142858, 10.285714285714286, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.571428571428571, 12.857142857142858, 13.0, 13.285714285714286, 13.714285714285714, 14.0, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 16.0, 16.714285714285715, 17.428571428571427, 18.285714285714285, 18.714285714285715, 18.857142857142858, 20.714285714285715, 21.714285714285715, 22.0, 22.428571428571427, 22.571428571428573, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 1.0, 1.1428571428571428, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 1.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 1.8571428571428572, 1.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143 ], "type_event": [ 10, 10, 1, 15, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 16, 15, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Clothing Shoes and Jewelry", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a focus on books, with multiple reviews submitted in the first few weeks. After the initial period, there is a brief diversification into categories like Tools and Home Improvement and Clothing Shoes and Jewelry, but books remain the dominant category throughout. Reviews for books are consistently submitted at regular intervals, with notable clustering around the 1 to 15-week mark, followed by a sustained presence of book reviews continuing into the later weeks. Kindle Store reviews appear intermittently, primarily clustered around the first half of the sequence, while reviews for Clothing Shoes and Jewelry occur less frequently. Overall, the trend shows a strong and persistent preference for books over time." }, { "dim_process": 18, "seq_idx": 487, "seq_len": 81, "time_since_start": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.0, 1.2857142857142858, 1.7142857142857142, 2.0, 2.142857142857143, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.571428571428571, 5.0, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.285714285714286, 6.714285714285714, 7.0, 7.285714285714286, 7.857142857142857, 8.142857142857142, 8.142857142857142, 8.285714285714286, 8.428571428571429, 9.285714285714286, 9.714285714285714, 9.714285714285714, 10.0, 10.428571428571429, 10.571428571428571, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.0, 12.142857142857142, 12.428571428571429, 12.571428571428571, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.285714285714286, 14.428571428571429, 14.714285714285714, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.714285714285714, 16.142857142857142, 16.428571428571427, 16.857142857142858, 17.0, 17.0, 17.142857142857142, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.571428571428573, 18.0, 18.142857142857142, 18.285714285714285, 19.0, 19.142857142857142, 19.428571428571427, 19.857142857142858, 20.714285714285715, 21.142857142857142, 21.428571428571427, 21.428571428571427, 21.571428571428573, 22.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 6, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Industrial and Scientific", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features entries in the \"Books\" category, which occur consistently throughout the timeline, especially in the earlier weeks. Reviews for the \"Kindle Store\" category appear less frequently and are mostly clustered towards the later part of the sequence, with several entries occurring around the 8-week mark and again around the 17-week mark. There is a notable concentration of reviews in the \"Books\" category, particularly between the 0 to 22-week range, with only sporadic entries for \"Kindle Store\" interspersed. Additionally, there is a brief appearance of a review in the \"Industrial and Scientific\" category at the 18-week mark, which is an outlier compared to the other categories." }, { "dim_process": 18, "seq_idx": 488, "seq_len": 40, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.5714285714285714, 2.2857142857142856, 4.285714285714286, 4.571428571428571, 5.285714285714286, 6.428571428571429, 7.0, 7.142857142857143, 8.571428571428571, 8.714285714285714, 9.714285714285714, 10.0, 10.142857142857142, 10.428571428571429, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.0, 13.428571428571429, 13.714285714285714, 15.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.571428571428573, 17.857142857142858, 18.571428571428573, 19.285714285714285, 19.571428571428573, 20.857142857142858, 24.0, 24.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 2.0, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.4285714285714286, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 1.2857142857142858, 3.142857142857143, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 11, 17 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Home and Kitchen", "Cell Phones and Accessories" ], "description": "The sequence of product reviews primarily consists of reviews for books, which are submitted consistently over a span of several weeks, with a notable concentration of reviews occurring in the initial weeks. The reviews for books dominate the early part of the timeline, with a gradual introduction of reviews for the Kindle Store around week 11. After week 19, there is a shift in focus, as reviews for other categories, such as Home and Kitchen and Cell Phones and Accessories, are introduced simultaneously at week 24. Overall, the trend shows a strong initial emphasis on books, followed by a diversification into other product categories later in the sequence." }, { "dim_process": 18, "seq_idx": 489, "seq_len": 42, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.0, 1.1428571428571428, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 6.0, 6.0, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 11.714285714285714, 11.857142857142858, 11.857142857142858, 12.428571428571429, 12.428571428571429, 13.142857142857142, 13.142857142857142, 13.142857142857142, 13.571428571428571, 13.571428571428571, 13.571428571428571, 15.428571428571429, 15.571428571428571, 15.714285714285714, 17.142857142857142, 17.142857142857142, 17.285714285714285, 17.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 4.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 3.857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.7142857142857143, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.0, 0.14285714285714285, 0.0 ], "type_event": [ 4, 6, 1, 4, 11, 4, 9, 0, 1, 6, 4, 0, 10, 0, 4, 9, 1, 3, 0, 9, 7, 0, 4, 1, 5, 4, 8, 0, 4, 7, 11, 4, 4, 8, 11, 4, 5, 1, 5, 1, 8, 12 ], "type_text": [ "Electronics", "Industrial and Scientific", "Tools and Home Improvement", "Electronics", "Home and Kitchen", "Electronics", "Office Products", "Other", "Tools and Home Improvement", "Industrial and Scientific", "Electronics", "Other", "Books", "Other", "Electronics", "Office Products", "Tools and Home Improvement", "Arts Crafts and Sewing", "Other", "Office Products", "Grocery and Gourmet Food", "Other", "Electronics", "Tools and Home Improvement", "Automotive", "Electronics", "Toys and Games", "Other", "Electronics", "Grocery and Gourmet Food", "Home and Kitchen", "Electronics", "Electronics", "Toys and Games", "Home and Kitchen", "Electronics", "Automotive", "Tools and Home Improvement", "Automotive", "Tools and Home Improvement", "Toys and Games", "Sports and Outdoors" ], "description": "The sequence of product reviews shows an initial focus on Electronics, Industrial and Scientific, and Tools and Home Improvement within the first week. As time progresses, there is a noticeable clustering of reviews around the 5 to 7-week mark, with a diverse range of categories including Office Products, Other, and Grocery and Gourmet Food. Reviews for Automotive and Toys and Games appear later in the timeline, particularly around the 11 to 17-week range, indicating a shift in the user's interests. Overall, Electronics remains a consistently reviewed category throughout the sequence, while other categories emerge and cluster at various points." }, { "dim_process": 18, "seq_idx": 490, "seq_len": 48, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.571428571428571, 6.0, 6.428571428571429, 7.142857142857143, 7.857142857142857, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.571428571428571, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.714285714285714, 14.571428571428571, 15.571428571428571, 16.142857142857142, 16.428571428571427, 17.0, 17.285714285714285, 17.714285714285715, 18.714285714285715, 21.571428571428573, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 1.2857142857142858, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 1.0, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 1.0, 2.857142857142857, 3.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features a consistent focus on the \"Books\" category, with reviews submitted at regular intervals over a span of several weeks. There is a notable cluster of reviews occurring within the first 18 weeks, followed by a more sparse distribution in the later weeks. A single review for the \"Kindle Store\" category appears around the 10.57-week mark, indicating a slight diversification in review topics, but the overwhelming majority remains centered on books throughout the timeline. Overall, the trend shows a sustained engagement with books, particularly in the initial weeks, tapering off towards the end of the sequence." }, { "dim_process": 18, "seq_idx": 491, "seq_len": 55, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.4285714285714286, 3.5714285714285716, 3.7142857142857144, 4.0, 4.714285714285714, 4.857142857142857, 5.142857142857143, 6.0, 6.285714285714286, 6.571428571428571, 7.0, 7.142857142857143, 7.285714285714286, 8.142857142857142, 8.285714285714286, 8.857142857142858, 9.142857142857142, 9.428571428571429, 10.0, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.0, 11.714285714285714, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.857142857142858, 13.857142857142858, 14.142857142857142, 14.571428571428571, 15.571428571428571, 16.0, 16.142857142857142, 16.571428571428573, 16.714285714285715, 17.142857142857142, 17.714285714285715, 17.714285714285715, 18.857142857142858, 19.142857142857142, 20.714285714285715, 21.428571428571427, 22.142857142857142, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 2.142857142857143, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 1.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.0, 1.1428571428571428, 0.2857142857142857, 1.5714285714285714, 0.7142857142857143, 0.7142857142857143, 3.0 ], "type_event": [ 16, 10, 10, 16, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a clear predominance of reviews categorized as \"Books,\" which are submitted consistently throughout the timeline, especially in the later weeks. Initial reviews are more mixed, with both \"Kindle Store\" and \"Books\" appearing early on. Over time, the frequency of \"Kindle Store\" reviews decreases, while \"Books\" reviews cluster heavily in the middle and later parts of the timeline, indicating a sustained focus on this category. There is also a single review for \"Electronics\" that appears among the predominantly \"Books\" reviews, suggesting a brief diversification in review focus." }, { "dim_process": 18, "seq_idx": 492, "seq_len": 49, "time_since_start": [ 0.0, 0.14285714285714285, 1.2857142857142858, 1.4285714285714286, 2.4285714285714284, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 6.571428571428571, 7.142857142857143, 8.0, 8.142857142857142, 9.0, 9.142857142857142, 9.285714285714286, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.0, 11.142857142857142, 11.285714285714286, 12.142857142857142, 12.285714285714286, 13.142857142857142, 13.285714285714286, 13.571428571428571, 14.142857142857142, 14.428571428571429, 15.0, 15.142857142857142, 15.142857142857142, 16.0, 16.285714285714285, 16.857142857142858, 17.857142857142858, 17.857142857142858, 19.142857142857142, 20.285714285714285, 22.142857142857142, 23.142857142857142, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 1.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 1.0, 0.0, 1.2857142857142858, 1.1428571428571428, 1.8571428571428572, 1.0, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a notable pattern of consistent submissions over time. The reviews begin at week 0 and continue steadily, with a slight increase in frequency observed in the early weeks. After a prolonged period of book reviews, there are a few instances of reviews for the Kindle Store, which occur intermittently but do not significantly disrupt the overall trend of book reviews. The reviews maintain a regular cadence, with the last entries continuing into week 25, indicating sustained engagement with the product category." }, { "dim_process": 18, "seq_idx": 493, "seq_len": 54, "time_since_start": [ 0.0, 0.5714285714285714, 1.0, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142, 2.0, 2.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.0, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 7.142857142857143, 8.142857142857142, 8.428571428571429, 8.714285714285714, 9.0, 9.285714285714286, 10.0, 10.142857142857142, 10.714285714285714, 11.285714285714286, 11.571428571428571, 12.142857142857142, 12.571428571428571, 13.428571428571429, 13.571428571428571, 14.0, 14.142857142857142, 14.857142857142858, 15.0, 15.142857142857142, 15.142857142857142, 15.285714285714286, 16.0, 16.571428571428573, 16.714285714285715, 17.0, 17.285714285714285, 19.142857142857142, 21.857142857142858, 22.857142857142858, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.8571428571428572, 2.7142857142857144, 1.0, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on books, with all reviews categorized under this type until a brief review in another category occurs around week 15. The reviews are submitted frequently in the initial weeks, with a notable clustering of submissions in the first 17 weeks. After week 17, the frequency of reviews appears to decrease, with more extended gaps between submissions observed in the later weeks. Overall, the trend indicates a strong and sustained interest in books throughout the sequence, with a slight diversification in review categories at one point." }, { "dim_process": 18, "seq_idx": 494, "seq_len": 51, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 1.5714285714285714, 1.5714285714285714, 2.0, 2.857142857142857, 3.0, 3.0, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 6.0, 6.714285714285714, 7.0, 7.0, 7.0, 7.0, 8.714285714285714, 10.0, 11.142857142857142, 11.142857142857142, 11.857142857142858, 11.857142857142858, 12.0, 12.714285714285714, 12.714285714285714, 12.714285714285714, 13.285714285714286, 13.285714285714286, 14.285714285714286, 14.285714285714286, 15.0, 15.0, 17.571428571428573, 17.571428571428573, 19.0, 19.0, 19.0, 19.0, 21.571428571428573, 21.571428571428573, 21.571428571428573, 22.571428571428573, 24.0, 24.0 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.0, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.0, 0.7142857142857143, 0.0, 0.0, 2.2857142857142856, 0.7142857142857143, 0.2857142857142857, 0.0, 0.0, 0.0, 1.7142857142857142, 1.2857142857142858, 1.1428571428571428, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.0, 0.5714285714285714, 0.0, 1.0, 0.0, 0.7142857142857143, 0.0, 2.5714285714285716, 0.0, 1.4285714285714286, 0.0, 0.0, 0.0, 2.5714285714285716, 0.0, 0.0, 1.0, 1.4285714285714286, 0.0 ], "type_event": [ 8, 11, 9, 7, 15, 14, 15, 13, 7, 11, 15, 7, 15, 7, 8, 2, 7, 2, 7, 8, 9, 1, 2, 7, 15, 13, 2, 5, 7, 11, 17, 10, 7, 8, 10, 11, 7, 7, 12, 15, 7, 2, 7, 15, 11, 11, 2, 7, 11, 6, 13 ], "type_text": [ "Toys and Games", "Home and Kitchen", "Office Products", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Movies and TV", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Toys and Games", "Pet Supplies", "Grocery and Gourmet Food", "Pet Supplies", "Grocery and Gourmet Food", "Toys and Games", "Office Products", "Tools and Home Improvement", "Pet Supplies", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Pet Supplies", "Automotive", "Grocery and Gourmet Food", "Home and Kitchen", "Cell Phones and Accessories", "Books", "Grocery and Gourmet Food", "Toys and Games", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Pet Supplies", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Pet Supplies", "Grocery and Gourmet Food", "Home and Kitchen", "Industrial and Scientific", "Patio Lawn and Garden" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Toys and Games, Home and Kitchen, and Office Products, all submitted within the first two weeks. As time progresses, there is a noticeable increase in reviews for Grocery and Gourmet Food, which clusters around the 1.57 to 15.0-week mark. Clothing Shoes and Jewelry also shows a pattern of recurring reviews, particularly in the early weeks and again around the 17.57-week mark. Towards the later weeks, there is a resurgence of reviews in Home and Kitchen and Pet Supplies, indicating a trend of revisiting these categories. Overall, the sequence reflects a mix of early diversity in categories followed by concentrated clusters of reviews in specific categories over time." }, { "dim_process": 18, "seq_idx": 495, "seq_len": 61, "time_since_start": [ 0.0, 0.7142857142857143, 0.7142857142857143, 1.0, 1.0, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.4285714285714284, 3.142857142857143, 4.142857142857143, 5.0, 5.285714285714286, 5.714285714285714, 6.0, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.714285714285714, 8.0, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.0, 9.714285714285714, 10.0, 10.428571428571429, 10.714285714285714, 11.0, 11.857142857142858, 12.0, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.285714285714286, 13.857142857142858, 14.142857142857142, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.0, 15.142857142857142, 15.142857142857142, 15.285714285714286, 16.142857142857142, 16.571428571428573, 16.714285714285715, 17.142857142857142, 17.285714285714285, 17.571428571428573, 20.142857142857142, 20.571428571428573, 20.571428571428573, 21.0, 21.142857142857142, 21.285714285714285, 21.428571428571427, 22.0, 22.285714285714285, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 1.0, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 2.5714285714285716, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 2.0 ], "type_event": [ 10, 10, 16, 16, 10, 10, 16, 10, 10, 16, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 16, 16, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews for the \"Books\" category, particularly in the earlier weeks, with a gradual increase in reviews for the \"Kindle Store\" category as time progresses. Initially, the user submits multiple reviews for \"Books\" in close succession, followed by a mix of both categories. Over time, there is a noticeable clustering of \"Kindle Store\" reviews, especially in the later weeks, indicating a shift in focus. The frequency of \"Books\" reviews remains relatively high throughout the sequence, with some periods of overlapping reviews for both categories." }, { "dim_process": 18, "seq_idx": 496, "seq_len": 63, "time_since_start": [ 0.0, 1.2857142857142858, 1.2857142857142858, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 5.0, 5.571428571428571, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.142857142857142, 8.428571428571429, 9.0, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.0, 10.571428571428571, 10.857142857142858, 11.285714285714286, 11.571428571428571, 12.142857142857142, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.0, 14.0, 14.142857142857142, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.714285714285714, 16.142857142857142, 16.285714285714285, 16.428571428571427, 17.0, 17.571428571428573, 21.0 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 3.4285714285714284 ], "type_event": [ 16, 10, 16, 10, 16, 10, 16, 16, 16, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 15, 16, 10, 16, 16, 10, 10, 16, 16, 10, 10, 2 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Clothing Shoes and Jewelry", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Pet Supplies" ], "description": "The sequence of product reviews shows a predominance of reviews for the Kindle Store and Books, with early reviews primarily focused on these two categories. Initially, reviews are more evenly distributed between the Kindle Store and Books, but as time progresses, there is a noticeable increase in the frequency of Book reviews, particularly around the 6 to 10-week mark. The reviews for the Kindle Store continue to appear consistently throughout the timeline, with a slight clustering in the later weeks. Additionally, a single review for Clothing Shoes and Jewelry appears at week 14, and a review for Pet Supplies is noted at week 21, indicating a diversification into other categories later in the sequence." }, { "dim_process": 18, "seq_idx": 497, "seq_len": 67, "time_since_start": [ 0.0, 0.7142857142857143, 1.0, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.4285714285714284, 2.4285714285714284, 3.0, 3.857142857142857, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.142857142857143, 5.571428571428571, 5.571428571428571, 5.714285714285714, 6.0, 6.285714285714286, 6.571428571428571, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.0, 8.0, 8.142857142857142, 8.857142857142858, 9.0, 9.428571428571429, 9.428571428571429, 10.428571428571429, 11.714285714285714, 12.142857142857142, 13.285714285714286, 13.428571428571429, 13.428571428571429, 14.142857142857142, 14.285714285714286, 14.571428571428571, 15.0, 15.0, 15.571428571428571, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.0, 17.0, 17.571428571428573, 18.428571428571427, 18.428571428571427, 18.571428571428573, 18.571428571428573, 19.428571428571427, 19.714285714285715, 20.857142857142858, 20.857142857142858, 22.857142857142858, 23.428571428571427, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.5714285714285714, 0.8571428571428571, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 1.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.0, 1.0, 1.2857142857142858, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 1.0, 0.5714285714285714, 0.8571428571428571, 0.0, 0.14285714285714285, 0.0, 0.8571428571428571, 0.2857142857142857, 1.1428571428571428, 0.0, 2.0, 0.5714285714285714, 1.0 ], "type_event": [ 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16, 16, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the early weeks. The \"Kindle Store\" reviews begin to appear shortly after the initial \"Books\" reviews and continue to intersperse with \"Books\" reviews as time progresses. Over the course of the sequence, there is a noticeable clustering of \"Kindle Store\" reviews around the middle to later weeks, suggesting an increasing engagement with that category. Overall, the reviews transition from a strong emphasis on \"Books\" to a more balanced presence of both \"Books\" and \"Kindle Store\" reviews as time advances." }, { "dim_process": 18, "seq_idx": 498, "seq_len": 69, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 5.142857142857143, 5.285714285714286, 5.857142857142857, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.857142857142858, 9.428571428571429, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 11.0, 11.142857142857142, 11.571428571428571, 11.714285714285714, 12.0, 12.285714285714286, 12.428571428571429, 12.428571428571429, 12.714285714285714, 13.0, 13.571428571428571, 13.571428571428571, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.714285714285714, 15.285714285714286, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.571428571428573, 17.142857142857142, 17.428571428571427, 18.142857142857142, 19.285714285714285, 19.428571428571427, 19.857142857142858, 20.142857142857142, 20.285714285714285, 21.428571428571427, 21.714285714285715, 22.0, 22.142857142857142, 23.285714285714285, 23.571428571428573, 24.142857142857142, 24.428571428571427, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features a consistent focus on the \"Books\" category, with reviews primarily clustered in the early weeks and continuing steadily over time. The first occurrence of the \"Kindle Store\" category appears shortly after a series of book reviews, and while it appears intermittently throughout the timeline, it remains less frequent compared to book reviews. Overall, the pattern shows a strong emphasis on books, with a few instances of Kindle Store reviews interspersed, particularly in the later weeks of the sequence." }, { "dim_process": 18, "seq_idx": 499, "seq_len": 74, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.0, 1.0, 1.2857142857142858, 1.7142857142857142, 2.0, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 6.0, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.857142857142857, 8.428571428571429, 8.857142857142858, 9.285714285714286, 9.428571428571429, 9.714285714285714, 9.857142857142858, 9.857142857142858, 10.142857142857142, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.714285714285714, 12.857142857142858, 12.857142857142858, 13.0, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.714285714285714, 15.857142857142858, 16.285714285714285, 16.857142857142858, 17.0, 17.142857142857142, 18.285714285714285, 18.571428571428573, 18.857142857142858, 23.714285714285715, 24.142857142857142, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 4.857142857142857, 0.42857142857142855, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Initial reviews primarily consist of \"Books,\" with a few early entries for the \"Kindle Store.\" As time progresses, reviews for \"Kindle Store\" begin to appear more frequently, particularly around the 9-week mark and continuing intermittently through the sequence. Overall, the majority of reviews cluster within the first 18 weeks, with a notable increase in \"Kindle Store\" reviews occurring later in the timeline, while \"Books\" remain the most frequently reviewed category throughout." }, { "dim_process": 18, "seq_idx": 500, "seq_len": 51, "time_since_start": [ 0.0, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 3.7142857142857144, 4.142857142857143, 4.857142857142857, 6.0, 6.0, 6.0, 6.714285714285714, 6.714285714285714, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.142857142857143, 8.428571428571429, 8.428571428571429, 9.714285714285714, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.857142857142858, 10.857142857142858, 16.0, 16.0, 16.0, 16.0, 17.714285714285715, 17.714285714285715, 17.857142857142858 ], "time_since_last_event": [ 0.0, 2.5714285714285716, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 0.0, 0.0, 0.7142857142857143, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858, 0.0, 1.2857142857142858, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 5.142857142857143, 0.0, 0.0, 0.0, 1.7142857142857142, 0.0, 0.14285714285714285 ], "type_event": [ 10, 11, 15, 10, 8, 0, 15, 12, 11, 7, 11, 4, 15, 9, 4, 8, 15, 10, 10, 1, 9, 15, 8, 7, 11, 14, 7, 14, 0, 7, 11, 14, 10, 8, 15, 0, 8, 11, 10, 7, 14, 0, 14, 9, 8, 11, 14, 7, 15, 8, 15 ], "type_text": [ "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Other", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Electronics", "Clothing Shoes and Jewelry", "Office Products", "Electronics", "Toys and Games", "Clothing Shoes and Jewelry", "Books", "Books", "Tools and Home Improvement", "Office Products", "Clothing Shoes and Jewelry", "Toys and Games", "Grocery and Gourmet Food", "Home and Kitchen", "Movies and TV", "Grocery and Gourmet Food", "Movies and TV", "Other", "Grocery and Gourmet Food", "Home and Kitchen", "Movies and TV", "Books", "Toys and Games", "Clothing Shoes and Jewelry", "Other", "Toys and Games", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Movies and TV", "Other", "Movies and TV", "Office Products", "Toys and Games", "Home and Kitchen", "Movies and TV", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Toys and Games", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows an initial focus on Books and Home and Kitchen items within the first few weeks, followed by a diversification into various categories such as Clothing Shoes and Jewelry, Toys and Games, and Electronics. As time progresses, there is a notable clustering of reviews around Movies and TV, particularly between the 8th and 11th weeks, alongside a consistent presence of Grocery and Gourmet Food reviews. Towards the later weeks, there is a resurgence in Toys and Games and Clothing Shoes and Jewelry, indicating a pattern of returning to certain categories after exploring others. Overall, the reviews exhibit a trend of periodic revisits to previously reviewed categories while also expanding into new ones over time." }, { "dim_process": 18, "seq_idx": 501, "seq_len": 43, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 1.8571428571428572, 2.0, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.714285714285714, 4.714285714285714, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 6.428571428571429, 6.428571428571429, 6.857142857142857, 7.0, 7.571428571428571, 7.571428571428571, 7.857142857142857, 7.857142857142857, 8.714285714285714, 11.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 13.571428571428571, 13.571428571428571, 14.714285714285714, 14.714285714285714, 14.714285714285714, 14.714285714285714, 14.714285714285714, 14.714285714285714, 18.714285714285715, 18.714285714285715, 18.714285714285715, 18.714285714285715, 22.571428571428573, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.0, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 2.4285714285714284, 0.0, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 1.5714285714285714, 0.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.0, 0.8571428571428571, 2.4285714285714284, 1.0, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 1.1428571428571428, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 0.0, 0.0, 0.0, 3.857142857142857, 0.0 ], "type_event": [ 11, 17, 11, 11, 11, 11, 11, 7, 10, 10, 11, 9, 1, 2, 11, 15, 11, 1, 1, 11, 1, 7, 1, 12, 1, 11, 15, 1, 9, 9, 1, 1, 17, 11, 7, 0, 2, 11, 10, 7, 12, 11, 2 ], "type_text": [ "Home and Kitchen", "Cell Phones and Accessories", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Books", "Home and Kitchen", "Office Products", "Tools and Home Improvement", "Pet Supplies", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Grocery and Gourmet Food", "Tools and Home Improvement", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Office Products", "Office Products", "Tools and Home Improvement", "Tools and Home Improvement", "Cell Phones and Accessories", "Home and Kitchen", "Grocery and Gourmet Food", "Other", "Pet Supplies", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Sports and Outdoors", "Home and Kitchen", "Pet Supplies" ], "description": "The sequence of product reviews begins with a focus on Home and Kitchen items, which are reviewed multiple times in the initial weeks. After a few weeks, the reviews expand to include categories such as Cell Phones and Accessories, Grocery and Gourmet Food, and Books, indicating a diversification of interests. There is a noticeable cluster of reviews around Tools and Home Improvement, particularly in the mid-range weeks, alongside continued reviews in Home and Kitchen. As time progresses, the user also revisits Grocery and Gourmet Food and introduces categories like Sports and Outdoors and Clothing Shoes and Jewelry, suggesting a gradual broadening of review categories over time. The final reviews maintain a strong emphasis on Home and Kitchen, alongside other categories like Pet Supplies and Books." }, { "dim_process": 18, "seq_idx": 502, "seq_len": 47, "time_since_start": [ 0.0, 0.5714285714285714, 1.1428571428571428, 1.8571428571428572, 2.142857142857143, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.428571428571429, 5.0, 5.142857142857143, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.571428571428571, 6.714285714285714, 7.428571428571429, 8.142857142857142, 8.428571428571429, 8.714285714285714, 9.285714285714286, 9.857142857142858, 10.285714285714286, 10.571428571428571, 11.142857142857142, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.142857142857142, 15.0, 15.428571428571429, 15.571428571428571, 16.142857142857142, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.571428571428573, 17.714285714285715, 20.428571428571427, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 1.0, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 1.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 2.7142857142857144, 3.857142857142857 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The reviews for \"Books\" occur frequently in the early weeks, with a notable clustering of reviews around the 0 to 14-week mark. The \"Kindle Store\" reviews appear less frequently and are primarily interspersed among the \"Books\" reviews, with some occurring at the 1.86-week mark and again at 15 weeks and beyond. Overall, the pattern indicates a strong initial interest in books, with occasional reviews for the Kindle Store appearing throughout the timeline." }, { "dim_process": 18, "seq_idx": 503, "seq_len": 46, "time_since_start": [ 0.0, 1.4285714285714286, 2.4285714285714284, 3.2857142857142856, 4.142857142857143, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.285714285714286, 8.714285714285714, 9.0, 9.285714285714286, 9.428571428571429, 10.857142857142858, 11.428571428571429, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.142857142857142, 13.571428571428571, 13.571428571428571, 13.571428571428571, 13.857142857142858, 13.857142857142858, 14.142857142857142, 14.285714285714286, 15.285714285714286, 15.714285714285714, 16.428571428571427, 16.428571428571427, 17.142857142857142, 17.428571428571427, 17.857142857142858, 18.142857142857142, 18.142857142857142, 18.285714285714285, 21.142857142857142, 25.714285714285715 ], "time_since_last_event": [ 0.0, 1.4285714285714286, 1.0, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 2.4285714285714284, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 1.0, 0.42857142857142855, 0.7142857142857143, 0.0, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 2.857142857142857, 4.571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 1, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 13, 10, 10, 10, 10, 10, 10, 10, 10, 10, 12, 11, 10, 11, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 11, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, there is a notable introduction of reviews in other categories, such as \"Tools and Home Improvement,\" \"Clothing Shoes and Jewelry,\" and \"Patio Lawn and Garden,\" primarily clustered around the fourth to eighth week. After this period, the user predominantly continues to review \"Books,\" with occasional reviews in \"Home and Kitchen\" and \"Sports and Outdoors\" appearing later in the timeline. Overall, the trend indicates a sustained interest in \"Books,\" with other categories being reviewed primarily in the early to mid-sequence." }, { "dim_process": 18, "seq_idx": 504, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.2857142857142858, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 4.0, 4.142857142857143, 4.285714285714286, 4.714285714285714, 4.857142857142857, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.857142857142858, 10.0, 11.0, 11.857142857142858, 12.0, 12.285714285714286, 13.857142857142858, 14.0, 16.0, 16.857142857142858, 17.0, 17.142857142857142, 17.714285714285715, 17.857142857142858, 18.428571428571427, 19.0, 22.142857142857142, 22.714285714285715, 23.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 2.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 1.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 2.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 3.142857142857143, 0.5714285714285714, 0.2857142857142857 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. After several weeks, there is a brief introduction of the \"Kindle Store\" category, which occurs alongside continued reviews of \"Books.\" As time progresses, the frequency of reviews remains high, predominantly in the \"Books\" category, with occasional reviews for the \"Kindle Store\" and a single review for \"Grocery and Gourmet Food.\" Overall, the reviews cluster heavily around the \"Books\" category, particularly in the earlier and middle parts of the timeline, with a gradual introduction of other categories later on." }, { "dim_process": 18, "seq_idx": 505, "seq_len": 54, "time_since_start": [ 0.0, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.7142857142857142, 1.7142857142857142, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 4.571428571428571, 5.0, 5.428571428571429, 5.714285714285714, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.285714285714286, 8.857142857142858, 9.285714285714286, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.285714285714286, 12.857142857142858, 13.428571428571429, 13.857142857142858, 14.142857142857142, 14.714285714285714, 15.0, 15.571428571428571, 16.857142857142858, 17.0, 17.285714285714285, 17.714285714285715, 18.0, 19.285714285714285, 20.142857142857142, 20.571428571428573, 20.571428571428573, 22.142857142857142, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.0, 0.0, 0.8571428571428571, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858, 0.8571428571428571, 0.42857142857142855, 0.0, 1.5714285714285714, 1.4285714285714286 ], "type_event": [ 10, 15, 10, 11, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 7, 16, 10, 16, 16, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 16, 16, 16 ], "type_text": [ "Books", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a strong predominance of the \"Books\" category, which appears consistently throughout the timeline, particularly in the earlier weeks. The reviews for \"Kindle Store\" begin to emerge shortly after the initial reviews and continue to cluster in the later weeks. Other categories, such as \"Clothing Shoes and Jewelry\" and \"Grocery and Gourmet Food,\" appear infrequently and are concentrated in the initial and mid-sequence periods, respectively. Overall, the pattern indicates a sustained interest in books, with a gradual increase in reviews for the Kindle Store as time progresses." }, { "dim_process": 18, "seq_idx": 506, "seq_len": 50, "time_since_start": [ 0.0, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.7142857142857144, 3.142857142857143, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.0, 6.285714285714286, 7.428571428571429, 8.142857142857142, 8.428571428571429, 8.571428571428571, 10.142857142857142, 10.714285714285714, 11.142857142857142, 12.0, 12.142857142857142, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.0, 13.285714285714286, 13.571428571428571, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.428571428571429, 16.142857142857142, 16.285714285714285, 16.571428571428573, 17.0, 17.857142857142858, 18.285714285714285, 19.571428571428573, 19.857142857142858, 20.428571428571427, 20.714285714285715, 21.0, 23.142857142857142, 23.571428571428573, 24.142857142857142, 24.285714285714285, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 2.142857142857143, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 15, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Clothing Shoes and Jewelry", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant concentration of reviews occurring within the first 18 weeks. After this initial period, there is a notable shift as reviews for \"Clothing Shoes and Jewelry\" and \"Kindle Store\" begin to appear, indicating a diversification in the user's review activities. The reviews for \"Books\" continue to be submitted consistently throughout the entire timeline, with some clustering around specific weeks, while the other categories appear less frequently and are interspersed among the book reviews. Overall, the trend indicates a sustained interest in books, with occasional reviews in other categories emerging later in the sequence." }, { "dim_process": 18, "seq_idx": 507, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.0, 3.7142857142857144, 3.7142857142857144, 8.285714285714286, 8.571428571428571, 8.571428571428571, 9.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 11.857142857142858, 14.428571428571429, 15.0, 15.0, 15.0, 15.0, 15.0, 15.0, 16.428571428571427, 16.428571428571427, 16.428571428571427, 16.428571428571427, 16.428571428571427, 17.571428571428573, 17.571428571428573, 17.571428571428573, 17.714285714285715, 18.0, 18.0, 18.0, 18.0, 19.714285714285715, 19.714285714285715, 23.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 2.5714285714285716, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 4.571428571428571, 0.2857142857142857, 0.0, 1.2857142857142858, 0.0, 0.0, 0.0, 0.0, 2.0, 2.5714285714285716, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.0, 0.0, 1.1428571428571428, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.0, 1.7142857142857142, 0.0, 3.2857142857142856 ], "type_event": [ 3, 15, 1, 9, 9, 4, 17, 5, 0, 11, 7, 1, 11, 0, 6, 9, 7, 9, 12, 12, 11, 0, 9, 4, 6, 7, 1, 4, 5, 0, 11, 4, 17, 4, 5, 4, 12, 9, 12, 7, 5 ], "type_text": [ "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Office Products", "Office Products", "Electronics", "Cell Phones and Accessories", "Automotive", "Other", "Home and Kitchen", "Grocery and Gourmet Food", "Tools and Home Improvement", "Home and Kitchen", "Other", "Industrial and Scientific", "Office Products", "Grocery and Gourmet Food", "Office Products", "Sports and Outdoors", "Sports and Outdoors", "Home and Kitchen", "Other", "Office Products", "Electronics", "Industrial and Scientific", "Grocery and Gourmet Food", "Tools and Home Improvement", "Electronics", "Automotive", "Other", "Home and Kitchen", "Electronics", "Cell Phones and Accessories", "Electronics", "Automotive", "Electronics", "Sports and Outdoors", "Office Products", "Sports and Outdoors", "Grocery and Gourmet Food", "Automotive" ], "description": "The sequence of product reviews begins with categories related to Arts, Crafts, and Clothing in the initial weeks, followed by a gradual introduction of various categories such as Tools, Office Products, and Electronics over the first three weeks. A notable clustering of reviews occurs around the 9 to 11-week mark, with multiple entries in Home and Kitchen, Other, and Grocery categories. As time progresses, reviews for Sports and Outdoors, along with Electronics and Automotive, appear more frequently, particularly between weeks 15 and 19. The sequence concludes with a review in the Automotive category at week 23, indicating a sustained interest in that area." }, { "dim_process": 18, "seq_idx": 508, "seq_len": 45, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 1.0, 1.1428571428571428, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.0, 4.285714285714286, 5.0, 6.0, 6.285714285714286, 6.571428571428571, 7.142857142857143, 7.428571428571429, 8.142857142857142, 8.285714285714286, 9.428571428571429, 9.857142857142858, 10.0, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.0, 11.142857142857142, 12.0, 12.142857142857142, 12.571428571428571, 12.857142857142858, 13.0, 13.428571428571429, 14.285714285714286, 15.0, 15.428571428571429, 16.0, 16.428571428571427, 16.857142857142858, 17.0, 17.285714285714285, 17.571428571428573, 17.857142857142858, 21.0, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 1.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 3.142857142857143, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews is characterized by a consistent focus on the \"Books\" category, with reviews submitted at regular intervals throughout the timeline. The reviews begin at week zero and continue steadily, with a notable increase in frequency observed in the initial weeks, followed by a more spaced-out pattern in later weeks. There are clusters of reviews occurring within the first 17 weeks, after which the submission frequency decreases, indicating a trend of higher activity early on and tapering off as time progresses. Overall, the user predominantly engages with the same category over the entire period, with no diversification into other categories." }, { "dim_process": 18, "seq_idx": 509, "seq_len": 60, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.0, 2.0, 2.2857142857142856, 2.857142857142857, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 4.285714285714286, 4.571428571428571, 5.142857142857143, 5.285714285714286, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.285714285714286, 6.857142857142857, 8.0, 8.428571428571429, 8.428571428571429, 8.857142857142858, 9.285714285714286, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.428571428571429, 12.571428571428571, 13.0, 13.571428571428571, 13.714285714285714, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.0, 15.142857142857142, 15.857142857142858, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.571428571428573, 18.142857142857142, 18.428571428571427, 18.714285714285715, 19.142857142857142, 20.142857142857142, 21.571428571428573, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 1.1428571428571428, 0.42857142857142855, 0.0, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.0, 1.4285714285714286, 3.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline. The \"Kindle Store\" reviews appear less frequently and cluster at specific intervals, primarily occurring after several weeks of \"Books\" reviews. The first \"Kindle Store\" review appears around two weeks in, with subsequent reviews occurring at intervals of approximately three to four weeks. Overall, the majority of reviews are concentrated in the earlier weeks, with a sustained interest in \"Books\" that continues throughout the timeline." }, { "dim_process": 18, "seq_idx": 510, "seq_len": 48, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.1428571428571428, 1.5714285714285714, 2.0, 2.142857142857143, 2.7142857142857144, 3.5714285714285716, 4.142857142857143, 5.285714285714286, 5.857142857142857, 6.428571428571429, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.571428571428571, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.571428571428571, 9.285714285714286, 9.714285714285714, 10.428571428571429, 10.428571428571429, 10.571428571428571, 11.142857142857142, 11.571428571428571, 12.0, 12.285714285714286, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.0, 13.714285714285714, 15.142857142857142, 16.0, 17.142857142857142, 17.428571428571427, 17.714285714285715, 18.285714285714285, 20.0, 21.428571428571427, 23.0, 24.571428571428573, 24.857142857142858, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 1.1428571428571428, 0.5714285714285714, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 1.4285714285714286, 0.8571428571428571, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.7142857142857142, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 0.2857142857142857, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 15, 10, 10, 16, 6, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Kindle Store", "Industrial and Scientific", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the first few weeks. As time progresses, there are occasional reviews for the \"Kindle Store,\" which appear intermittently but increase in frequency during the later weeks. The reviews for \"Books\" continue to dominate throughout the sequence, with a consistent pattern of submissions. The \"Clothing Shoes and Jewelry\" and \"Industrial and Scientific\" categories are reviewed only once, indicating a clear preference for books over other categories. Overall, the trend shows a sustained interest in books, with a gradual introduction and increase of reviews for the Kindle Store as time goes on." }, { "dim_process": 18, "seq_idx": 511, "seq_len": 40, "time_since_start": [ 0.0, 1.1428571428571428, 2.0, 3.7142857142857144, 4.428571428571429, 4.571428571428571, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.428571428571429, 7.428571428571429, 7.857142857142857, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.428571428571429, 9.714285714285714, 10.428571428571429, 10.571428571428571, 11.571428571428571, 11.857142857142858, 12.571428571428571, 12.714285714285714, 13.428571428571429, 13.428571428571429, 14.571428571428571, 14.857142857142858, 15.571428571428571, 15.714285714285714, 16.571428571428573, 16.714285714285715, 17.428571428571427, 17.571428571428573, 18.428571428571427, 20.571428571428573, 21.142857142857142, 23.428571428571427, 23.571428571428573, 25.0 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.8571428571428571, 1.7142857142857142, 0.7142857142857143, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.0, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 2.142857142857143, 0.5714285714285714, 2.2857142857142856, 0.14285714285714285, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which is consistently reviewed throughout the timeline, with a notable concentration of reviews occurring in the earlier weeks. The only instances of reviews in the \"Kindle Store\" category appear later in the sequence, specifically around the 6th and 13th weeks. Overall, the reviews exhibit a trend of clustering within the first half of the timeline, with fewer submissions occurring in the later weeks." }, { "dim_process": 18, "seq_idx": 512, "seq_len": 53, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.0, 1.2857142857142858, 1.5714285714285714, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 5.428571428571429, 5.714285714285714, 6.714285714285714, 6.857142857142857, 7.0, 7.571428571428571, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.142857142857142, 10.142857142857142, 10.857142857142858, 11.142857142857142, 11.857142857142858, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.0, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.142857142857142, 16.0, 16.142857142857142, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.428571428571427, 17.857142857142858, 18.0, 18.714285714285715, 19.0, 19.428571428571427, 20.571428571428573, 22.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.8571428571428572, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 8, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The initial reviews are concentrated in the first few weeks, with a notable transition to a review for \"Toys and Games\" at around three weeks. Following this, the user returns to submitting reviews primarily for \"Books,\" which continues to dominate the sequence, with occasional reviews for the \"Kindle Store\" appearing later on. Overall, the trend indicates a sustained interest in \"Books\" throughout the timeline, with a brief diversification in the early weeks." }, { "dim_process": 18, "seq_idx": 513, "seq_len": 40, "time_since_start": [ 0.0, 1.0, 2.2857142857142856, 2.2857142857142856, 3.2857142857142856, 3.857142857142857, 4.142857142857143, 5.285714285714286, 6.428571428571429, 6.857142857142857, 6.857142857142857, 7.0, 8.0, 8.142857142857142, 8.285714285714286, 8.714285714285714, 8.714285714285714, 8.857142857142858, 9.857142857142858, 9.857142857142858, 10.0, 10.714285714285714, 11.0, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.857142857142858, 13.428571428571429, 15.0, 15.142857142857142, 15.142857142857142, 16.0, 18.0, 19.428571428571427, 20.285714285714285, 20.857142857142858, 22.0, 23.0, 23.142857142857142, 23.714285714285715 ], "time_since_last_event": [ 0.0, 1.0, 1.2857142857142858, 0.0, 1.0, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 1.1428571428571428, 0.42857142857142855, 0.0, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 1.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.0, 0.5714285714285714, 1.5714285714285714, 0.14285714285714285, 0.0, 0.8571428571428571, 2.0, 1.4285714285714286, 0.8571428571428571, 0.5714285714285714, 1.1428571428571428, 1.0, 0.14285714285714285, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which dominates the timeline with a high frequency of entries. Reviews for the \"Kindle Store\" appear sporadically, primarily clustered around the 2 to 9-week mark and again at the 15-week mark. Overall, the reviews are concentrated in the earlier weeks, with a noticeable drop in frequency as time progresses, particularly after the 15-week point. The majority of reviews are submitted in the first half of the timeline, indicating a trend of initial engagement that tapers off later on." }, { "dim_process": 18, "seq_idx": 514, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.0, 1.2857142857142858, 2.142857142857143, 2.7142857142857144, 3.857142857142857, 4.285714285714286, 4.857142857142857, 5.285714285714286, 6.0, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.571428571428571, 8.142857142857142, 8.857142857142858, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.285714285714286, 14.0, 16.285714285714285, 17.0, 17.428571428571427, 18.285714285714285, 19.142857142857142, 19.428571428571427, 19.571428571428573, 19.714285714285715, 22.142857142857142, 22.285714285714285, 24.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 1.1428571428571428, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142, 2.2857142857142856, 0.7142857142857143, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 2.4285714285714284, 0.14285714285714285, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 12, 15, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted in this category over a span of several weeks. The reviews for books are clustered primarily in the initial 19 weeks, with a notable increase in frequency during the earlier weeks. After week 19, there is a shift with a few reviews in \"Sports and Outdoors\" and \"Clothing Shoes and Jewelry\" categories, followed by a return to the \"Books\" category at week 24. Overall, the trend indicates a strong preference for books, particularly in the early stages of the review period." }, { "dim_process": 18, "seq_idx": 515, "seq_len": 56, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.0, 1.4285714285714286, 1.7142857142857142, 4.142857142857143, 4.571428571428571, 4.571428571428571, 4.857142857142857, 5.0, 5.428571428571429, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.285714285714286, 6.285714285714286, 6.428571428571429, 6.571428571428571, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.571428571428571, 9.714285714285714, 10.0, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.428571428571429, 11.857142857142858, 12.0, 13.428571428571429, 13.714285714285714, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.428571428571429, 14.571428571428571, 15.0, 15.142857142857142, 15.428571428571429, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.0, 18.571428571428573, 18.857142857142858, 19.285714285714285, 19.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 2.4285714285714284, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted primarily in the early weeks. The reviews for \"Kindle Store\" appear less frequently and tend to cluster around specific intervals, particularly after several weeks of book reviews. Notably, there is a shift in the frequency of reviews, with a significant number occurring in the first few weeks and then a gradual increase in \"Kindle Store\" reviews as time progresses, indicating a potential diversification in review focus over the duration of the timeline." }, { "dim_process": 18, "seq_idx": 516, "seq_len": 54, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 2.142857142857143, 2.2857142857142856, 3.2857142857142856, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.571428571428571, 8.428571428571429, 9.0, 9.857142857142858, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.714285714285714, 13.0, 13.285714285714286, 13.428571428571429, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.0, 15.428571428571429, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.571428571428573, 16.714285714285715, 17.714285714285715, 18.0, 18.142857142857142, 18.428571428571427, 19.142857142857142, 19.285714285714285, 20.428571428571427, 20.571428571428573, 20.714285714285715, 23.0, 23.142857142857142, 23.571428571428573, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 1.0, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.8571428571428572, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 2.2857142857142856, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285 ], "type_event": [ 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a gradual increase in frequency over time. Initial reviews include a mix of \"Books\" and \"Kindle Store,\" but as time progresses, the \"Books\" reviews cluster more densely, particularly between the 5th and 16th weeks. The \"Kindle Store\" reviews appear less frequently, primarily concentrated in the earlier and later parts of the timeline, suggesting a pattern where \"Books\" reviews dominate the middle period while \"Kindle Store\" reviews are more sporadic. Overall, the trend indicates a sustained interest in \"Books\" throughout the sequence." }, { "dim_process": 18, "seq_idx": 517, "seq_len": 40, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 5.142857142857143, 5.285714285714286, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.428571428571429, 6.714285714285714, 6.857142857142857, 8.142857142857142, 8.142857142857142, 8.428571428571429, 8.714285714285714, 9.0, 10.142857142857142, 10.857142857142858, 11.0, 11.142857142857142, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.428571428571429, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.857142857142858, 16.285714285714285, 19.857142857142858, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 2.142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 3.5714285714285716, 5.285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 3, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 14 weeks. There are a few instances of reviews for the \"Kindle Store\" and \"Arts Crafts and Sewing\" categories, which occur later in the timeline, specifically around weeks 5 and 8, and again at weeks 10 and 11. Overall, the reviews are heavily clustered in the early weeks, with a notable decline in frequency as time progresses, although reviews for \"Books\" continue intermittently up to week 25." }, { "dim_process": 18, "seq_idx": 518, "seq_len": 87, "time_since_start": [ 0.0, 1.1428571428571428, 1.2857142857142858, 2.0, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.857142857142857, 3.0, 3.857142857142857, 4.0, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.0, 6.0, 6.142857142857143, 7.0, 7.142857142857143, 7.857142857142857, 8.0, 8.142857142857142, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.0, 10.142857142857142, 10.857142857142858, 10.857142857142858, 11.857142857142858, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.857142857142858, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.857142857142858, 15.857142857142858, 16.0, 16.142857142857142, 16.142857142857142, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.142857142857142, 17.142857142857142, 17.428571428571427, 17.857142857142858, 17.857142857142858, 18.0, 18.285714285714285, 18.285714285714285, 18.857142857142858, 19.0, 20.0, 21.0, 21.428571428571427, 21.857142857142858, 22.0, 22.142857142857142, 22.428571428571427, 23.0, 23.857142857142858, 24.285714285714285, 24.857142857142858, 25.142857142857142 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 1.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 1.0, 1.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 0, 10, 3, 10, 10, 10, 10, 12, 10, 10, 10, 10, 10, 10, 10, 8, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 3, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 11, 10, 0, 10, 10, 10, 0, 7, 10, 4, 0, 10, 3, 10, 10, 10, 8, 10, 10, 0, 10, 10, 0, 10, 10, 0, 10, 10, 10, 10, 0, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Home and Kitchen", "Books", "Other", "Books", "Books", "Books", "Other", "Grocery and Gourmet Food", "Books", "Electronics", "Other", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Other", "Books", "Books", "Other", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong and consistent focus on the \"Books\" category, which dominates the early and middle periods, with numerous entries clustered closely together. Other categories, such as \"Arts Crafts and Sewing,\" \"Toys and Games,\" and \"Grocery and Gourmet Food,\" appear sporadically and often alongside the main \"Books\" reviews. Notably, there are several instances of reviews for \"Other\" categories, which tend to occur at intervals rather than clustering. As the sequence progresses, the frequency of \"Books\" reviews remains high, with occasional diversification into other categories, particularly in the later weeks." }, { "dim_process": 18, "seq_idx": 519, "seq_len": 49, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.1428571428571428, 1.5714285714285714, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 6.0, 6.142857142857143, 6.714285714285714, 6.857142857142857, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.714285714285714, 8.142857142857142, 8.857142857142858, 9.428571428571429, 9.571428571428571, 10.0, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.714285714285714, 12.0, 12.142857142857142, 12.571428571428571, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.571428571428571, 14.714285714285714, 15.571428571428571, 15.714285714285714, 16.0, 16.857142857142858, 17.142857142857142, 20.571428571428573, 21.0, 22.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.8571428571428572, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 3.4285714285714284, 0.42857142857142855, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews primarily clustered within the first 17 weeks. The user begins with multiple reviews of books in the initial weeks, with a notable increase in frequency around the 7-week mark. The only deviation from this pattern occurs at the 7.71-week point, where a review for the \"Kindle Store\" is submitted, but this is quickly followed by more book reviews. After week 17, the frequency of reviews appears to taper off, with fewer submissions noted in the following weeks." }, { "dim_process": 18, "seq_idx": 520, "seq_len": 63, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.0, 1.1428571428571428, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.0, 3.857142857142857, 4.0, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.285714285714286, 5.714285714285714, 6.0, 6.285714285714286, 6.857142857142857, 7.714285714285714, 8.0, 8.142857142857142, 8.285714285714286, 9.0, 9.428571428571429, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.0, 11.142857142857142, 12.0, 12.142857142857142, 13.0, 13.857142857142858, 14.0, 14.285714285714286, 14.428571428571429, 15.0, 15.285714285714286, 15.571428571428571, 15.571428571428571, 16.0, 17.0, 17.285714285714285, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.285714285714285, 19.0, 20.142857142857142, 20.285714285714285, 21.0, 23.857142857142858, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 1.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 2.857142857142857, 1.0 ], "type_event": [ 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a majority of reviews consistently submitted over time. The reviews begin with a few entries in the \"Kindle Store\" category early in the sequence, but these are quickly overshadowed by a predominance of \"Books\" reviews. The reviews cluster heavily within the first 20 weeks, with a noticeable decline in frequency after week 24. Overall, the trend indicates a sustained interest in books, with minimal variation in category choice throughout the timeline." }, { "dim_process": 18, "seq_idx": 521, "seq_len": 40, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.142857142857143, 2.7142857142857144, 3.5714285714285716, 3.7142857142857144, 4.428571428571429, 4.857142857142857, 5.142857142857143, 6.0, 6.142857142857143, 7.0, 7.428571428571429, 8.142857142857142, 8.714285714285714, 9.0, 9.285714285714286, 9.857142857142858, 10.428571428571429, 10.571428571428571, 11.142857142857142, 12.285714285714286, 12.571428571428571, 12.714285714285714, 13.571428571428571, 14.0, 14.142857142857142, 14.285714285714286, 16.428571428571427, 17.857142857142858, 18.571428571428573, 20.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 2.142857142857143, 1.4285714285714286, 0.7142857142857143, 2.142857142857143 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a consistent pattern of reviews submitted over time, particularly in the initial weeks. The reviews predominantly cluster in the early weeks, with a notable number occurring in the first 14 weeks. There are two instances of reviews in the \"Kindle Store\" category, both appearing later in the sequence, specifically after the 14-week mark. Overall, the trend indicates a sustained interest in books, with a gradual decrease in review frequency as time progresses." }, { "dim_process": 18, "seq_idx": 522, "seq_len": 58, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.7142857142857144, 2.7142857142857144, 3.0, 3.5714285714285716, 4.285714285714286, 4.857142857142857, 6.142857142857143, 6.571428571428571, 8.142857142857142, 8.142857142857142, 8.285714285714286, 10.142857142857142, 10.571428571428571, 10.714285714285714, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.571428571428571, 12.0, 12.142857142857142, 12.142857142857142, 12.285714285714286, 12.714285714285714, 13.0, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.0, 14.285714285714286, 14.571428571428571, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 18.0, 18.428571428571427, 18.571428571428573, 19.0, 19.857142857142858, 20.0, 20.0, 20.142857142857142, 20.285714285714285, 21.857142857142858, 21.857142857142858, 22.0, 22.142857142857142, 23.714285714285715, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.0, 0.0, 0.5714285714285714, 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 1.2857142857142858, 0.42857142857142855, 1.5714285714285714, 0.0, 0.14285714285714285, 1.8571428571428572, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.8571428571428571 ], "type_event": [ 11, 11, 11, 7, 15, 13, 7, 11, 13, 11, 11, 11, 0, 11, 11, 11, 7, 11, 6, 11, 15, 11, 10, 10, 10, 11, 10, 17, 2, 7, 2, 15, 15, 11, 7, 13, 10, 11, 10, 15, 7, 11, 10, 11, 11, 0, 7, 0, 2, 7, 11, 0, 10, 0, 11, 13, 11, 1 ], "type_text": [ "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Home and Kitchen", "Patio Lawn and Garden", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Other", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Industrial and Scientific", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Books", "Books", "Home and Kitchen", "Books", "Cell Phones and Accessories", "Pet Supplies", "Grocery and Gourmet Food", "Pet Supplies", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Books", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Home and Kitchen", "Home and Kitchen", "Other", "Grocery and Gourmet Food", "Other", "Pet Supplies", "Grocery and Gourmet Food", "Home and Kitchen", "Other", "Books", "Other", "Home and Kitchen", "Patio Lawn and Garden", "Home and Kitchen", "Tools and Home Improvement" ], "description": "The sequence of product reviews shows a consistent focus on the \"Home and Kitchen\" category, with multiple reviews submitted throughout the timeline, particularly clustered in the early weeks and again in the later weeks. \"Grocery and Gourmet Food\" reviews appear at various points, often alongside reviews from other categories. The user also engages with \"Clothing Shoes and Jewelry\" and \"Books\" at different intervals, with notable clusters around the 10-week mark and again towards the end of the sequence. Other categories like \"Patio Lawn and Garden\" and \"Pet Supplies\" are less frequent but appear at specific intervals, indicating a varied but somewhat cyclical pattern in the types of products reviewed." }, { "dim_process": 18, "seq_idx": 523, "seq_len": 67, "time_since_start": [ 0.0, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.0, 4.0, 4.142857142857143, 4.285714285714286, 5.428571428571429, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.428571428571429, 8.571428571428571, 9.285714285714286, 9.428571428571429, 9.714285714285714, 9.857142857142858, 9.857142857142858, 10.0, 10.142857142857142, 10.142857142857142, 10.285714285714286, 10.285714285714286, 10.428571428571429, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 12.0, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.714285714285714, 14.0, 15.142857142857142, 15.857142857142858, 16.142857142857142, 16.571428571428573, 18.285714285714285, 19.0, 20.428571428571427, 21.428571428571427, 21.714285714285715, 24.714285714285715, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 1.7142857142857142, 0.7142857142857143, 1.4285714285714286, 1.0, 0.2857142857142857, 3.0, 0.7142857142857143 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over time, particularly in the early weeks. The \"Kindle Store\" reviews appear less frequently and are interspersed among the \"Books\" reviews, often occurring at intervals of several weeks. There is a notable clustering of reviews in the \"Books\" category, especially in the initial weeks, with a gradual increase in the diversity of reviews as time progresses. Overall, the trend indicates a sustained interest in \"Books\" throughout the timeline, while \"Kindle Store\" reviews are more sporadic." }, { "dim_process": 18, "seq_idx": 524, "seq_len": 55, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 2.142857142857143, 2.5714285714285716, 2.857142857142857, 3.4285714285714284, 3.7142857142857144, 4.0, 4.285714285714286, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.285714285714286, 6.714285714285714, 7.0, 7.285714285714286, 7.857142857142857, 8.0, 8.428571428571429, 8.857142857142858, 9.428571428571429, 10.0, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.0, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.285714285714286, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.428571428571429, 14.571428571428571, 15.285714285714286, 15.857142857142858, 16.142857142857142, 16.142857142857142, 16.857142857142858, 17.428571428571427, 17.857142857142858, 18.285714285714285, 18.857142857142858, 20.142857142857142, 22.428571428571427, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.0, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 2.2857142857142856, 0.2857142857142857 ], "type_event": [ 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline. The \"Kindle Store\" reviews appear less frequently and tend to cluster in specific periods, particularly in the earlier and later weeks of the sequence. Initially, there is a mix of both categories, but as time progresses, the frequency of \"Books\" reviews increases significantly, especially after the first few weeks, indicating a sustained interest in that category. The reviews for the \"Kindle Store\" are more sporadic, suggesting they are secondary to the user's primary engagement with \"Books.\"" }, { "dim_process": 18, "seq_idx": 525, "seq_len": 61, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.5714285714285716, 3.857142857142857, 4.0, 4.571428571428571, 4.857142857142857, 5.0, 5.571428571428571, 5.857142857142857, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.0, 9.142857142857142, 9.571428571428571, 9.857142857142858, 10.0, 10.428571428571429, 10.857142857142858, 11.142857142857142, 11.714285714285714, 12.0, 13.142857142857142, 13.714285714285714, 13.857142857142858, 14.428571428571429, 14.571428571428571, 15.428571428571429, 15.571428571428571, 16.0, 16.142857142857142, 16.285714285714285, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.285714285714285, 17.571428571428573, 18.285714285714285, 19.0, 21.0, 22.0, 23.0, 23.285714285714285, 23.714285714285715, 24.0 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 2.0, 1.0, 1.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly clustered in the initial weeks. The user submits a significant number of book reviews in the first 24 weeks, with only a few instances of reviews for \"Office Products\" and \"Kindle Store\" occurring later in the timeline. The reviews for \"Kindle Store\" appear towards the end of the sequence, indicating a potential shift in interest but still within the broader context of book-related products. Overall, the trend highlights a sustained engagement with books throughout the majority of the observed period." }, { "dim_process": 18, "seq_idx": 526, "seq_len": 57, "time_since_start": [ 0.0, 0.5714285714285714, 1.2857142857142858, 2.2857142857142856, 2.7142857142857144, 3.2857142857142856, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 9.0, 9.285714285714286, 9.571428571428571, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 12.285714285714286, 12.571428571428571, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.0, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.0, 17.285714285714285, 17.571428571428573, 17.857142857142858, 20.285714285714285, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.0, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 2.4285714285714284, 3.857142857142857 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over the first 17 weeks. The reviews primarily cluster in the early weeks, with a notable spike in frequency between weeks 0 and 17. The only other category, \"Kindle Store,\" appears twice, with the first instance occurring around week 0.5 and the second around week 20, indicating a shift in focus after a prolonged period of reviewing books. Overall, the trend reflects a sustained interest in books, with a brief interlude for Kindle Store reviews before returning to books again." }, { "dim_process": 18, "seq_idx": 527, "seq_len": 124, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.142857142857143, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.714285714285714, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 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10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews for books, which dominate the initial and ongoing periods of the timeline. Kindle Store reviews appear intermittently, with a noticeable increase in their frequency starting around the 1.71-week mark, and they continue to appear throughout the sequence, particularly clustered in the later weeks. Overall, the reviews for books are consistently submitted at a higher frequency, while the Kindle Store reviews are more sporadic, suggesting a trend of strong engagement with books over time." }, { "dim_process": 18, "seq_idx": 528, "seq_len": 61, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 4.0, 4.142857142857143, 4.714285714285714, 5.0, 5.428571428571429, 5.571428571428571, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.571428571428571, 7.857142857142857, 8.0, 8.571428571428571, 8.857142857142858, 9.285714285714286, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.428571428571429, 12.714285714285714, 12.714285714285714, 12.857142857142858, 13.0, 13.714285714285714, 14.142857142857142, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.571428571428571, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.857142857142858, 18.0, 19.714285714285715, 20.142857142857142, 20.285714285714285, 21.571428571428573, 22.142857142857142, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.7142857142857142, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with reviews consistently submitted at regular intervals over time. The user begins with a strong focus on books, with a notable cluster of reviews occurring in the early weeks. As time progresses, there is a gradual introduction of reviews in the \"Kindle Store\" category, which begins to appear intermittently alongside the continuing trend of book reviews. The presence of Kindle Store reviews becomes more pronounced in the later weeks, indicating a shift in review types while maintaining a steady flow of book reviews throughout the sequence." }, { "dim_process": 18, "seq_idx": 529, "seq_len": 55, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 4.0, 4.142857142857143, 4.571428571428571, 5.714285714285714, 6.428571428571429, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.428571428571429, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.857142857142858, 10.0, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.285714285714286, 12.0, 12.285714285714286, 12.285714285714286, 12.714285714285714, 13.0, 13.428571428571429, 13.571428571428571, 14.0, 14.714285714285714, 14.857142857142858, 15.428571428571429, 15.857142857142858, 16.142857142857142, 16.571428571428573, 16.571428571428573, 16.714285714285715, 17.0, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.0, 18.571428571428573, 19.0, 20.142857142857142, 21.857142857142858, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.7142857142857143, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.1428571428571428, 1.7142857142857142, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The reviews begin with a cluster of \"Books\" reviews in the initial weeks, followed by a few reviews in the \"Kindle Store\" category interspersed throughout the timeline. Notably, there are periods where \"Books\" reviews are submitted in clusters, particularly around the early and later weeks, while \"Kindle Store\" reviews appear less frequently and tend to occur in specific intervals. Overall, the trend indicates a strong preference for reviewing books, with occasional engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 530, "seq_len": 44, "time_since_start": [ 0.0, 0.0, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 1.4285714285714286, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 4.428571428571429, 5.0, 6.285714285714286, 6.571428571428571, 6.571428571428571, 6.571428571428571, 8.571428571428571, 8.571428571428571, 8.857142857142858, 9.857142857142858, 9.857142857142858, 10.428571428571429, 11.428571428571429, 11.428571428571429, 13.857142857142858, 14.714285714285714, 15.428571428571429, 15.428571428571429, 15.714285714285714, 15.714285714285714, 15.714285714285714, 16.571428571428573, 17.0, 19.571428571428573, 19.714285714285715, 19.714285714285715, 20.571428571428573, 22.0, 22.142857142857142, 22.571428571428573, 24.142857142857142, 24.142857142857142, 24.857142857142858, 25.142857142857142, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.0, 2.2857142857142856, 0.42857142857142855, 0.2857142857142857, 0.0, 0.5714285714285714, 1.2857142857142858, 0.2857142857142857, 0.0, 0.0, 2.0, 0.0, 0.2857142857142857, 1.0, 0.0, 0.5714285714285714, 1.0, 0.0, 2.4285714285714284, 0.8571428571428571, 0.7142857142857143, 0.0, 0.2857142857142857, 0.0, 0.0, 0.8571428571428571, 0.42857142857142855, 2.5714285714285716, 0.14285714285714285, 0.0, 0.8571428571428571, 1.4285714285714286, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285 ], "type_event": [ 15, 10, 12, 10, 0, 6, 15, 9, 12, 11, 10, 11, 0, 12, 8, 17, 15, 10, 7, 10, 3, 3, 10, 7, 11, 15, 12, 15, 11, 7, 15, 15, 15, 0, 4, 10, 15, 3, 11, 11, 7, 11, 11, 4 ], "type_text": [ "Clothing Shoes and Jewelry", "Books", "Sports and Outdoors", "Books", "Other", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Office Products", "Sports and Outdoors", "Home and Kitchen", "Books", "Home and Kitchen", "Other", "Sports and Outdoors", "Toys and Games", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Books", "Grocery and Gourmet Food", "Books", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Other", "Electronics", "Books", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Home and Kitchen", "Electronics" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with certain categories appearing more frequently at specific intervals. Initially, reviews for Clothing, Shoes and Jewelry, and Books are submitted, followed by a gradual introduction of other categories like Sports and Outdoors and Home and Kitchen. Notably, there is a cluster of reviews for Clothing, Shoes and Jewelry around weeks 15 to 20, while Home and Kitchen also sees multiple reviews concentrated around weeks 14 to 25. The sequence indicates a pattern of increasing variety in categories over time, with certain types recurring more prominently as the timeline progresses." }, { "dim_process": 18, "seq_idx": 531, "seq_len": 75, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.5714285714285714, 1.7142857142857142, 2.0, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.0, 4.142857142857143, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.428571428571429, 6.0, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.142857142857142, 8.285714285714286, 8.571428571428571, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 15.142857142857142, 15.857142857142858, 16.0, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.285714285714285, 18.0, 19.142857142857142, 19.714285714285715, 19.857142857142858, 20.571428571428573, 21.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions, with all reviews categorized under \"Books.\" The reviews begin at the start of the timeline and occur frequently in the initial weeks, with a notable cluster of activity concentrated in the first 20 weeks. As time progresses, the frequency of reviews remains steady, indicating a sustained engagement with the product category over an extended period without any diversification into other categories. There are no significant gaps in the timeline, suggesting a regular pattern of review submissions throughout." }, { "dim_process": 18, "seq_idx": 532, "seq_len": 48, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 2.0, 2.2857142857142856, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.0, 4.0, 4.857142857142857, 5.0, 5.857142857142857, 6.0, 6.714285714285714, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.0, 8.142857142857142, 9.285714285714286, 10.0, 11.0, 11.142857142857142, 12.0, 12.142857142857142, 12.285714285714286, 13.714285714285714, 14.428571428571429, 14.857142857142858, 15.571428571428571, 16.0, 16.571428571428573, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 18.857142857142858, 19.0, 20.0, 23.0, 23.428571428571427, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.0, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 1.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 1.0, 3.0, 0.42857142857142855, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 3, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 3, 10, 10, 10, 10, 10, 10, 10, 10, 8, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time, particularly in the first 18 weeks. Reviews for \"Books\" cluster heavily in the initial weeks, with only a few instances of reviews for other categories, such as \"Kindle Store\" and \"Arts Crafts and Sewing,\" occurring later in the timeline. The transition to reviewing \"Toys and Games\" appears at week 18, followed by a return to reviewing \"Books\" in the subsequent weeks, indicating a sustained interest in that category throughout the sequence. Overall, the trend indicates a strong and sustained engagement with \"Books,\" with only brief diversions into other categories." }, { "dim_process": 18, "seq_idx": 533, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 1.8571428571428572, 3.4285714285714284, 3.7142857142857144, 4.142857142857143, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.714285714285714, 6.571428571428571, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.571428571428571, 9.428571428571429, 9.857142857142858, 10.285714285714286, 10.714285714285714, 11.714285714285714, 12.285714285714286, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.714285714285714, 13.857142857142858, 15.142857142857142, 15.571428571428571, 16.857142857142858, 17.0, 17.714285714285715, 18.428571428571427, 19.0, 19.714285714285715, 20.142857142857142, 20.714285714285715, 21.142857142857142, 22.142857142857142, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.0, 0.42857142857142855, 1.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.0, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 1.0, 2.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, with all entries falling within this single category. The reviews begin shortly after the initial week and occur consistently over time, with a notable increase in frequency during the early weeks. There are periods of clustering, particularly evident in the first few weeks, followed by a gradual tapering off in frequency as time progresses. Overall, the reviews maintain a steady rhythm, with no significant shifts in category or timing throughout the sequence." }, { "dim_process": 18, "seq_idx": 534, "seq_len": 52, "time_since_start": [ 0.0, 0.42857142857142855, 1.1428571428571428, 1.5714285714285714, 2.5714285714285716, 3.0, 4.0, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.285714285714286, 5.285714285714286, 5.571428571428571, 6.0, 6.428571428571429, 7.142857142857143, 7.571428571428571, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.0, 9.285714285714286, 9.571428571428571, 10.142857142857142, 10.571428571428571, 10.714285714285714, 10.714285714285714, 10.857142857142858, 11.285714285714286, 13.0, 13.142857142857142, 13.428571428571429, 14.142857142857142, 14.428571428571429, 14.857142857142858, 15.0, 15.285714285714286, 16.0, 16.571428571428573, 16.714285714285715, 17.714285714285715, 18.0, 18.857142857142858, 19.142857142857142, 19.571428571428573, 20.428571428571427, 20.714285714285715, 22.0, 22.714285714285715, 23.285714285714285, 24.285714285714285, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 1.0, 0.42857142857142855, 1.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 1.7142857142857142, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 1.0, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 1.2857142857142858, 0.7142857142857143, 0.5714285714285714, 1.0, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent trend of submissions occurring at regular intervals over time. The reviews begin exclusively with books and continue to cluster heavily in this category throughout the first several weeks. The only notable deviations from this pattern are the occasional reviews for the Kindle Store, which appear sporadically at weeks 5.29, 10.14, and 10.71. Overall, the majority of reviews are concentrated in the books category, with a gradual increase in frequency as time progresses." }, { "dim_process": 18, "seq_idx": 535, "seq_len": 57, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.7142857142857142, 2.0, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 4.0, 4.285714285714286, 5.285714285714286, 5.857142857142857, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.857142857142857, 8.142857142857142, 9.0, 9.428571428571429, 10.285714285714286, 11.142857142857142, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.428571428571429, 12.571428571428571, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.0, 14.428571428571429, 14.714285714285714, 15.0, 15.285714285714286, 15.714285714285714, 15.714285714285714, 16.285714285714285, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 18.142857142857142, 18.428571428571427, 20.0, 20.0, 20.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.0, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 1.5714285714285714, 0.0, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 15, 10, 11, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 11, 4, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 11, 1, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Electronics", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Home and Kitchen", "Tools and Home Improvement", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline, particularly in the early weeks. Other categories such as \"Clothing Shoes and Jewelry,\" \"Office Products,\" \"Home and Kitchen,\" \"Electronics,\" and \"Tools and Home Improvement\" appear less frequently and are clustered around specific weeks. Notably, there is a slight diversification into other categories starting around the 2-week mark, but the majority of reviews remain centered on \"Books\" until the end of the sequence, indicating a sustained interest in that category. The reviews for \"Kindle Store\" also emerge intermittently, primarily in the later weeks." }, { "dim_process": 18, "seq_idx": 536, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 2.2857142857142856, 5.0, 5.571428571428571, 6.0, 7.142857142857143, 7.857142857142857, 8.0, 8.142857142857142, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.857142857142858, 11.0, 11.285714285714286, 12.428571428571429, 13.0, 13.142857142857142, 14.714285714285714, 15.142857142857142, 15.428571428571429, 15.571428571428571, 15.571428571428571, 16.571428571428573, 16.857142857142858, 17.0, 17.285714285714285, 17.285714285714285, 17.428571428571427, 19.428571428571427, 19.571428571428573, 20.428571428571427, 21.285714285714285, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 2.0, 2.7142857142857144, 0.5714285714285714, 0.42857142857142855, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 1.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 2.0, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 3.5714285714285716 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the early weeks. The reviews for the \"Kindle Store\" category appear less frequently, primarily clustered around the earlier and later parts of the sequence. Notably, there is a significant concentration of reviews submitted within the first 20 weeks, with a gradual tapering off as the sequence progresses, indicating a trend of increased activity in the initial phase followed by sporadic entries." }, { "dim_process": 18, "seq_idx": 537, "seq_len": 64, "time_since_start": [ 0.0, 1.0, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 2.142857142857143, 2.857142857142857, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.428571428571429, 5.571428571428571, 5.571428571428571, 6.571428571428571, 7.714285714285714, 7.714285714285714, 8.0, 8.0, 8.142857142857142, 8.714285714285714, 8.857142857142858, 9.0, 18.285714285714285, 18.285714285714285, 18.285714285714285, 18.285714285714285, 18.285714285714285, 18.285714285714285, 18.428571428571427, 18.428571428571427, 18.428571428571427, 18.571428571428573, 18.714285714285715, 18.714285714285715, 18.857142857142858, 18.857142857142858, 18.857142857142858, 18.857142857142858, 19.0, 19.0, 19.285714285714285, 19.285714285714285, 20.142857142857142, 20.428571428571427, 20.571428571428573, 20.714285714285715, 20.857142857142858, 20.857142857142858, 21.285714285714285, 21.714285714285715, 21.857142857142858, 22.0, 22.142857142857142, 22.857142857142858, 23.571428571428573, 24.142857142857142, 25.0, 25.142857142857142, 25.142857142857142 ], "time_since_last_event": [ 0.0, 1.0, 0.7142857142857143, 0.0, 0.0, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.0, 1.0, 1.1428571428571428, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 9.285714285714286, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.0 ], "type_event": [ 15, 1, 2, 9, 11, 10, 10, 1, 12, 1, 4, 8, 10, 15, 12, 1, 15, 10, 15, 2, 10, 5, 10, 10, 8, 10, 2, 7, 2, 15, 10, 8, 11, 15, 10, 13, 10, 15, 13, 11, 10, 8, 12, 11, 10, 1, 0, 10, 11, 10, 12, 13, 11, 10, 8, 11, 15, 11, 1, 10, 17, 2, 12, 11 ], "type_text": [ "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Pet Supplies", "Office Products", "Home and Kitchen", "Books", "Books", "Tools and Home Improvement", "Sports and Outdoors", "Tools and Home Improvement", "Electronics", "Toys and Games", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Pet Supplies", "Books", "Automotive", "Books", "Books", "Toys and Games", "Books", "Pet Supplies", "Grocery and Gourmet Food", "Pet Supplies", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Patio Lawn and Garden", "Books", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Home and Kitchen", "Books", "Toys and Games", "Sports and Outdoors", "Home and Kitchen", "Books", "Tools and Home Improvement", "Other", "Books", "Home and Kitchen", "Books", "Sports and Outdoors", "Patio Lawn and Garden", "Home and Kitchen", "Books", "Toys and Games", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Books", "Cell Phones and Accessories", "Pet Supplies", "Sports and Outdoors", "Home and Kitchen" ], "description": "The sequence of product reviews shows that the user initially reviews items from a variety of categories, including Clothing, Tools, and Pet Supplies, within the first few weeks. As time progresses, there is a noticeable clustering of reviews around Books, which appear frequently after the initial reviews, particularly between weeks 2 and 9. Later in the sequence, around week 18, there is a significant spike in reviews across multiple categories, including Clothing, Books, and Home and Kitchen, indicating a broader engagement with these categories. Towards the end of the timeline, reviews continue to be submitted across diverse categories, with a sustained interest in Books and Home and Kitchen items. Overall, the user demonstrates a pattern of reviewing certain categories more frequently over time, particularly Books and Home-related products." }, { "dim_process": 18, "seq_idx": 538, "seq_len": 98, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 2.5714285714285716, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.714285714285714, 5.714285714285714, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.285714285714286, 6.285714285714286, 6.285714285714286, 6.428571428571429, 8.0, 8.428571428571429, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 9.285714285714286, 9.285714285714286, 9.285714285714286, 10.428571428571429, 10.428571428571429, 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"Office Products", "Pet Supplies", "Arts Crafts and Sewing", "Toys and Games", "Industrial and Scientific", "Cell Phones and Accessories", "Books", "Sports and Outdoors", "Home and Kitchen", "Sports and Outdoors", "Toys and Games", "Cell Phones and Accessories", "Home and Kitchen", "Books", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Other", "Tools and Home Improvement", "Industrial and Scientific", "Books", "Sports and Outdoors", "Tools and Home Improvement", "Sports and Outdoors", "Pet Supplies", "Arts Crafts and Sewing", "Books", "Grocery and Gourmet Food", "Office Products", "Sports and Outdoors", "Home and Kitchen", "Toys and Games", "Pet Supplies", "Books", "Arts Crafts and Sewing", "Home and Kitchen", "Books", "Office Products", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Sports and Outdoors", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Office Products", "Home and Kitchen", "Home and Kitchen", "Books", "Other", "Clothing Shoes and Jewelry", "Other", "Books", "Sports and Outdoors", "Cell Phones and Accessories", "Industrial and Scientific", "Grocery and Gourmet Food", "Home and Kitchen", "Pet Supplies", "Sports and Outdoors", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Home and Kitchen", "Toys and Games", "Electronics", "Electronics", "Pet Supplies", "Home and Kitchen", "Toys and Games", "Books", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Sports and Outdoors", "Books", "Cell Phones and Accessories", "Arts Crafts and Sewing", "Home and Kitchen" ], "description": "The sequence of product reviews shows a varied engagement with different categories over time. Initially, the user submitted reviews for a range of categories, including Books and Grocery and Gourmet Food, within the first week. As time progressed, there was a noticeable clustering of reviews in the Books category, particularly around weeks 4, 8, and 10, while categories like Sports and Outdoors and Home and Kitchen also saw multiple reviews concentrated in the later weeks. The user frequently revisited certain categories, such as Office Products and Arts Crafts and Sewing, indicating a sustained interest over the review period. Overall, the review patterns suggest a mix of early engagement with diverse categories followed by a trend of revisiting specific categories at regular intervals." }, { "dim_process": 18, "seq_idx": 539, "seq_len": 129, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.0, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 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on the \"Books\" category, which dominate the timeline from the beginning to the end. A notable shift occurs around the sixth week, where a review in the \"Kindle Store\" category is introduced, but it is immediately followed by more reviews in the \"Books\" category. The reviews continue to be submitted at a steady pace, with no significant clustering of different categories, maintaining a focus on books throughout the entire sequence. The frequency of reviews remains high and consistent over the weeks, indicating a sustained engagement with the product category." }, { "dim_process": 18, "seq_idx": 540, "seq_len": 49, "time_since_start": [ 0.0, 0.14285714285714285, 1.4285714285714286, 2.142857142857143, 2.4285714285714284, 3.2857142857142856, 3.4285714285714284, 4.0, 4.571428571428571, 5.142857142857143, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.857142857142857, 7.428571428571429, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.0, 9.714285714285714, 10.714285714285714, 10.857142857142858, 11.285714285714286, 11.857142857142858, 12.0, 12.714285714285714, 13.142857142857142, 13.428571428571429, 13.714285714285714, 14.142857142857142, 14.857142857142858, 15.0, 15.142857142857142, 15.857142857142858, 16.142857142857142, 16.571428571428573, 17.0, 17.428571428571427, 17.714285714285715, 18.142857142857142, 18.428571428571427, 20.142857142857142, 21.714285714285715, 22.714285714285715, 25.142857142857142, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.7142857142857142, 1.5714285714285714, 1.0, 2.4285714285714284, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a majority of reviews submitted consistently over time, particularly in the early weeks. The reviews for \"Books\" cluster heavily in the first 18 weeks, with a notable shift occurring around week 8 when the user begins to include reviews for the \"Kindle Store.\" After week 18, there is a decrease in the frequency of reviews, but \"Books\" continues to be the primary category, with a few additional \"Kindle Store\" reviews appearing later in the sequence. Overall, the pattern indicates a sustained interest in books, with occasional engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 541, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 1.5714285714285714, 2.0, 2.142857142857143, 2.857142857142857, 3.4285714285714284, 3.7142857142857144, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.428571428571429, 5.857142857142857, 5.857142857142857, 6.428571428571429, 7.0, 9.142857142857142, 10.571428571428571, 10.857142857142858, 11.428571428571429, 12.0, 12.142857142857142, 12.428571428571429, 13.714285714285714, 14.0, 14.285714285714286, 14.428571428571429, 14.714285714285714, 14.714285714285714, 14.714285714285714, 15.0, 16.428571428571427, 16.857142857142858, 17.571428571428573, 18.0, 23.571428571428573, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.0, 0.5714285714285714, 0.5714285714285714, 2.142857142857143, 1.4285714285714286, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.2857142857142857, 1.4285714285714286, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 5.571428571428571, 1.7142857142857142 ], "type_event": [ 16, 10, 10, 16, 10, 10, 10, 10, 7, 10, 10, 16, 10, 16, 16, 16, 10, 10, 11, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 12, 11, 2, 16, 16, 16, 16, 10, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Home and Kitchen", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Home and Kitchen", "Pet Supplies", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a prominent focus on the \"Books\" category, with a significant number of reviews submitted in the early weeks, particularly between weeks 0 and 6. Reviews for the \"Kindle Store\" category appear frequently, often following or interspersed with \"Books\" reviews, particularly in the first half of the timeline. Other categories such as \"Grocery and Gourmet Food,\" \"Home and Kitchen,\" \"Sports and Outdoors,\" and \"Pet Supplies\" are reviewed less frequently and appear later in the sequence. Overall, there is a noticeable clustering of reviews in the first 15 weeks, with a gradual decrease in frequency as time progresses." }, { "dim_process": 18, "seq_idx": 542, "seq_len": 110, "time_since_start": [ 0.0, 0.7142857142857143, 1.2857142857142858, 1.4285714285714286, 2.0, 2.5714285714285716, 2.5714285714285716, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.4285714285714284, 3.4285714285714284, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 4.0, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.0, 5.0, 5.142857142857143, 5.571428571428571, 5.857142857142857, 5.857142857142857, 6.142857142857143, 6.571428571428571, 6.571428571428571, 7.0, 7.0, 7.0, 7.142857142857143, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 8.714285714285714, 9.0, 9.0, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.0, 10.0, 10.428571428571429, 10.857142857142858, 10.857142857142858, 10.857142857142858, 11.142857142857142, 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3, 7, 2, 10, 11, 10, 12, 15, 11, 10, 11, 10, 10, 7, 4, 10, 8, 7, 8, 10, 2, 11, 7, 8, 10, 11, 10, 7, 2, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Office Products", "Other", "Books", "Clothing Shoes and Jewelry", "Pet Supplies", "Kindle Store", "Office Products", "Books", "Pet Supplies", "Office Products", "Industrial and Scientific", "Books", "Books", "Pet Supplies", "Books", "Kindle Store", "Books", "Toys and Games", "Books", "Tools and Home Improvement", "Grocery and Gourmet Food", "Books", "Cell Phones and Accessories", "Books", "Pet Supplies", "Clothing Shoes and Jewelry", "Office Products", "Cell Phones and Accessories", "Books", "Kindle Store", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Pet Supplies", "Books", "Books", "Movies and TV", "Books", "Kindle Store", "Arts Crafts and Sewing", "Movies and TV", "Grocery and Gourmet Food", "Books", "Books", "Books", "Office Products", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Movies and TV", "Books", "Books", "Tools and Home Improvement", "Books", "Pet Supplies", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Home and Kitchen", "Industrial and Scientific", "Toys and Games", "Books", "Office Products", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Pet Supplies", "Books", "Home and Kitchen", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Books", "Grocery and Gourmet Food", "Electronics", "Books", "Toys and Games", "Grocery and Gourmet Food", "Toys and Games", "Books", "Pet Supplies", "Home and Kitchen", "Grocery and Gourmet Food", "Toys and Games", "Books", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Pet Supplies", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category in the initial weeks, with multiple reviews submitted in this category before other types emerge. As time progresses, there is a diversification of review categories, including \"Pet Supplies,\" \"Office Products,\" and \"Clothing Shoes and Jewelry,\" particularly around the third week. The reviews for \"Books\" remain consistently high throughout the sequence, often clustering around specific weeks, while other categories such as \"Grocery and Gourmet Food\" and \"Home and Kitchen\" begin to appear more frequently in the later weeks. Overall, the pattern shows a sustained interest in \"Books,\" with an increasing variety of categories being reviewed as time goes on." }, { "dim_process": 18, "seq_idx": 543, "seq_len": 46, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 2.0, 2.4285714285714284, 2.7142857142857144, 4.285714285714286, 4.857142857142857, 5.428571428571429, 5.428571428571429, 6.857142857142857, 7.0, 7.0, 7.714285714285714, 7.857142857142857, 8.571428571428571, 8.571428571428571, 8.714285714285714, 9.0, 9.428571428571429, 9.857142857142858, 10.857142857142858, 11.0, 11.714285714285714, 12.428571428571429, 13.285714285714286, 13.428571428571429, 14.714285714285714, 15.285714285714286, 15.285714285714286, 17.142857142857142, 17.857142857142858, 18.428571428571427, 18.571428571428573, 18.857142857142858, 19.0, 19.285714285714285, 20.285714285714285, 21.142857142857142, 22.285714285714285, 22.428571428571427, 22.714285714285715, 23.571428571428573, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.0, 1.4285714285714286, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.0, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 1.2857142857142858, 0.5714285714285714, 0.0, 1.8571428571428572, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0, 0.8571428571428571, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 2, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 10 weeks. Reviews for the \"Kindle Store\" category appear intermittently, often following clusters of book reviews. Notably, there is a slight increase in the variety of categories towards the end of the sequence, with a review for \"Pet Supplies\" occurring around week 15. Overall, the pattern indicates a strong preference for books, with Kindle Store reviews primarily occurring after clusters of book-related submissions." }, { "dim_process": 18, "seq_idx": 544, "seq_len": 122, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 1.0, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.5714285714285714, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.857142857142857, 4.285714285714286, 6.0, 6.0, 6.0, 6.142857142857143, 6.142857142857143, 6.857142857142857, 7.0, 7.714285714285714, 8.285714285714286, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.428571428571429, 9.714285714285714, 9.857142857142858, 9.857142857142858, 10.0, 10.428571428571429, 10.428571428571429, 10.571428571428571, 10.714285714285714, 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19.285714285714285, 19.428571428571427, 19.571428571428573, 19.571428571428573, 19.714285714285715, 19.857142857142858, 20.285714285714285, 20.428571428571427, 20.428571428571427, 20.428571428571427, 20.857142857142858, 21.571428571428573, 22.285714285714285, 22.714285714285715, 22.857142857142858, 23.714285714285715, 24.142857142857142, 24.285714285714285, 24.571428571428573, 24.571428571428573, 24.714285714285715, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 1.7142857142857142, 0.0, 0.0, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.8571428571428571, 0.0, 0.0, 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0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.8571428571428571 ], "type_event": [ 11, 10, 15, 8, 10, 12, 15, 10, 15, 0, 0, 10, 15, 0, 2, 3, 3, 10, 10, 12, 10, 15, 12, 11, 10, 15, 2, 10, 12, 10, 6, 10, 2, 17, 7, 11, 12, 11, 10, 2, 12, 15, 10, 12, 2, 2, 10, 10, 10, 15, 11, 10, 10, 12, 11, 7, 3, 12, 10, 10, 8, 10, 10, 10, 10, 10, 10, 15, 12, 10, 7, 15, 12, 0, 7, 10, 10, 10, 9, 10, 1, 10, 10, 15, 1, 12, 12, 15, 15, 12, 0, 7, 0, 8, 15, 11, 15, 0, 10, 1, 11, 12, 13, 12, 17, 0, 2, 1, 11, 8, 0, 15, 11, 7, 3, 3, 15, 12, 11, 0, 10, 7 ], "type_text": [ "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Toys and Games", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Other", "Other", "Books", "Clothing Shoes and Jewelry", "Other", "Pet Supplies", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Books", "Books", "Sports and Outdoors", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Pet Supplies", "Books", "Sports and Outdoors", "Books", "Industrial and Scientific", "Books", "Pet Supplies", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Books", "Pet Supplies", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Sports and Outdoors", "Pet Supplies", "Pet Supplies", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Books", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Sports and Outdoors", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Other", "Grocery and Gourmet Food", "Books", "Books", "Books", "Office Products", "Books", "Tools and Home Improvement", "Books", "Books", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Sports and Outdoors", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Other", "Grocery and Gourmet Food", "Other", "Toys and Games", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Books", "Tools and Home Improvement", "Home and Kitchen", "Sports and Outdoors", "Patio Lawn and Garden", "Sports and Outdoors", "Cell Phones and Accessories", "Other", "Pet Supplies", "Tools and Home Improvement", "Home and Kitchen", "Toys and Games", "Other", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Other", "Books", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews shows a diverse range of categories with notable clustering of certain types over time. Initially, the user reviews categories like Home and Kitchen, Books, and Clothing Shoes and Jewelry within the first few weeks. As time progresses, there is a significant increase in reviews for Books, particularly around the 11 to 14-week mark, indicating a peak in this category. Other categories, such as Sports and Outdoors and Grocery and Gourmet Food, also see multiple reviews clustered around the later weeks, particularly from weeks 11 to 25. Overall, while some categories are revisited frequently, Books consistently appear at various intervals throughout the timeline." }, { "dim_process": 18, "seq_idx": 545, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 3.0, 3.142857142857143, 3.4285714285714284, 4.0, 4.142857142857143, 4.285714285714286, 5.0, 6.0, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.142857142857143, 8.0, 8.142857142857142, 8.714285714285714, 9.285714285714286, 9.714285714285714, 11.0, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.714285714285714, 13.857142857142858, 14.285714285714286, 15.142857142857142, 15.428571428571429, 16.142857142857142, 16.714285714285715, 18.142857142857142, 18.285714285714285, 18.571428571428573, 20.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 1.2857142857142858, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with all entries occurring within a span of approximately 20 weeks. The reviews are submitted consistently, with a noticeable clustering of events in the earlier weeks, particularly between weeks 0 and 9, where the frequency of submissions is higher. After week 9, the review submissions continue but at a reduced rate, with fewer entries spread out over the following weeks, indicating a gradual decline in review frequency as time progresses." }, { "dim_process": 18, "seq_idx": 546, "seq_len": 90, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.0, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.571428571428571, 5.142857142857143, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.0, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.714285714285714, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.571428571428571, 10.714285714285714, 10.857142857142858, 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10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Automotive", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with nearly all reviews falling under this category throughout the timeline. The reviews for \"Books\" begin immediately and continue consistently, with a notable concentration of reviews occurring in the first few weeks. A single review for \"Toys and Games\" appears briefly at around two weeks, and a review for \"Automotive\" is noted at approximately eleven weeks, but these are isolated instances amid the extensive reviews for \"Books.\" Overall, the review activity remains heavily clustered around the \"Books\" category, with only sporadic mentions of other categories." }, { "dim_process": 18, "seq_idx": 547, "seq_len": 96, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 1.0, 1.0, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.0, 6.714285714285714, 7.0, 7.285714285714286, 7.285714285714286, 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22.0, 22.857142857142858, 23.142857142857142, 23.285714285714285, 23.714285714285715, 24.714285714285715, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 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0.5714285714285714 ], "type_event": [ 10, 16, 16, 10, 10, 10, 16, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 16, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10, 16, 16, 16, 16, 16, 16, 10, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, especially in the earlier weeks, with a gradual increase in reviews for the \"Kindle Store\" category over time. Initially, reviews for \"Books\" occur more frequently, but as the sequence progresses, there is a noticeable clustering of \"Kindle Store\" reviews, particularly in the later weeks. The timing indicates that while both categories are reviewed throughout the sequence, \"Books\" reviews are consistently submitted, whereas \"Kindle Store\" reviews tend to increase in frequency as time goes on, particularly after the first few weeks." }, { "dim_process": 18, "seq_idx": 548, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.5714285714285716, 3.7142857142857144, 5.142857142857143, 5.428571428571429, 5.571428571428571, 6.428571428571429, 7.285714285714286, 7.428571428571429, 8.142857142857142, 8.714285714285714, 9.0, 9.428571428571429, 9.571428571428571, 9.571428571428571, 10.142857142857142, 10.571428571428571, 10.714285714285714, 11.857142857142858, 12.0, 12.428571428571429, 13.142857142857142, 13.571428571428571, 14.0, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.0, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.714285714285715, 17.714285714285715, 18.0, 18.0, 19.285714285714285, 19.857142857142858, 20.142857142857142, 21.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 1.0, 0.2857142857142857, 0.0, 1.2857142857142858, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571 ], "type_event": [ 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16 ], "type_text": [ "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the Kindle Store, with several reviews submitted in the initial weeks. Following this, there is a significant cluster of reviews for Books, which dominate the timeline from the first week through to the 18th week, with only occasional Kindle Store reviews interspersed. The reviews for Books are consistently submitted over a prolonged period, indicating a sustained interest, while the Kindle Store reviews tend to occur in shorter bursts, primarily at the beginning and towards the end of the sequence. Overall, the pattern shows a clear preference for reviewing Books, particularly in the middle of the timeline, with Kindle Store reviews appearing more sporadically." }, { "dim_process": 18, "seq_idx": 549, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 1.8571428571428572, 2.2857142857142856, 2.7142857142857144, 3.2857142857142856, 4.0, 4.428571428571429, 5.0, 5.142857142857143, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.857142857142857, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.285714285714286, 9.571428571428571, 9.714285714285714, 11.285714285714286, 12.0, 12.142857142857142, 12.571428571428571, 12.714285714285714, 13.0, 13.285714285714286, 13.428571428571429, 13.714285714285714, 13.857142857142858, 15.285714285714286, 16.142857142857142, 16.857142857142858, 18.0, 21.714285714285715, 22.0, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.8571428571428571, 0.7142857142857143, 1.1428571428571428, 3.7142857142857144, 0.2857142857142857, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The initial reviews are concentrated within the first few weeks, with a notable cluster of \"Books\" reviews occurring before the user begins to submit reviews for the \"Kindle Store.\" The \"Kindle Store\" reviews appear intermittently, primarily after the first six weeks, but still maintain a lower frequency compared to \"Books.\" Overall, the trend indicates a sustained interest in \"Books,\" with occasional reviews for the \"Kindle Store\" interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 550, "seq_len": 45, "time_since_start": [ 0.0, 0.5714285714285714, 1.2857142857142858, 1.4285714285714286, 2.142857142857143, 2.4285714285714284, 2.4285714285714284, 3.142857142857143, 3.5714285714285716, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.428571428571429, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 8.285714285714286, 8.857142857142858, 9.857142857142858, 10.142857142857142, 11.285714285714286, 11.285714285714286, 11.428571428571429, 12.571428571428571, 12.857142857142858, 14.285714285714286, 16.142857142857142, 16.571428571428573, 16.571428571428573, 17.428571428571427, 17.714285714285715, 19.714285714285715, 19.857142857142858, 20.0, 20.428571428571427, 21.571428571428573, 23.0, 23.285714285714285, 23.714285714285715, 23.714285714285715, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 1.0, 0.2857142857142857, 1.1428571428571428, 0.0, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 1.4285714285714286, 1.8571428571428572, 0.42857142857142855, 0.0, 0.8571428571428571, 0.2857142857142857, 2.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 1.4285714285714286, 0.2857142857142857, 0.42857142857142855, 0.0, 1.5714285714285714 ], "type_event": [ 4, 15, 10, 10, 10, 10, 9, 10, 10, 10, 10, 15, 10, 10, 7, 2, 2, 2, 10, 2, 2, 10, 2, 10, 10, 15, 11, 7, 10, 10, 10, 11, 7, 2, 10, 15, 2, 2, 10, 0, 13, 10, 2, 7, 10 ], "type_text": [ "Electronics", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Grocery and Gourmet Food", "Pet Supplies", "Pet Supplies", "Pet Supplies", "Books", "Pet Supplies", "Pet Supplies", "Books", "Pet Supplies", "Books", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Books", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Pet Supplies", "Books", "Clothing Shoes and Jewelry", "Pet Supplies", "Pet Supplies", "Books", "Other", "Patio Lawn and Garden", "Books", "Pet Supplies", "Grocery and Gourmet Food", "Books" ], "description": "The sequence of product reviews begins with a focus on Electronics, followed by a shift to Clothing, Shoes, and Jewelry within the first week. A significant cluster of reviews for Books occurs between weeks 1 and 12, with multiple entries concentrated in this category. After week 6, there is a notable increase in reviews for Pet Supplies, which continue to appear intermittently throughout the sequence. Other categories, such as Grocery and Gourmet Food and Home and Kitchen, are reviewed less frequently and tend to appear alongside the more dominant categories, particularly Books and Pet Supplies, towards the later weeks. The sequence shows a general trend of clustering reviews for specific categories at different intervals, with Books being the most prominent early on and Pet Supplies gaining attention later." }, { "dim_process": 18, "seq_idx": 551, "seq_len": 89, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.0, 3.0, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.0, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.142857142857143, 6.571428571428571, 6.571428571428571, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.142857142857142, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.142857142857142, 11.714285714285714, 12.0, 12.428571428571429, 12.571428571428571, 13.0, 13.142857142857142, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.571428571428571, 14.857142857142858, 15.285714285714286, 16.0, 16.0, 16.285714285714285, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.285714285714285, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.714285714285715, 18.285714285714285, 18.714285714285715, 18.857142857142858, 19.142857142857142, 19.571428571428573, 19.857142857142858, 20.285714285714285, 21.0, 21.571428571428573, 21.714285714285715, 22.428571428571427, 23.285714285714285, 23.857142857142858, 24.0, 25.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 1.0, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. As time progresses, there are occasional reviews in the \"Kindle Store\" category, but these remain less frequent compared to the dominant \"Books\" reviews. The reviews continue to cluster around the \"Books\" category throughout the timeline, with a notable increase in frequency in the later weeks. The \"Kindle Store\" reviews tend to appear intermittently, often following periods of \"Books\" reviews, suggesting a consistent preference for books over Kindle products. Overall, the pattern indicates a sustained interest in books, with Kindle reviews appearing as secondary events." }, { "dim_process": 18, "seq_idx": 552, "seq_len": 52, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 3.5714285714285716, 3.7142857142857144, 4.0, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.857142857142857, 6.142857142857143, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.142857142857142, 8.285714285714286, 8.714285714285714, 9.0, 9.714285714285714, 10.428571428571429, 10.714285714285714, 11.0, 11.142857142857142, 11.428571428571429, 12.285714285714286, 13.142857142857142, 13.428571428571429, 14.142857142857142, 14.428571428571429, 15.714285714285714, 16.714285714285715, 18.142857142857142, 18.285714285714285, 18.428571428571427, 19.0, 19.142857142857142, 19.428571428571427, 20.714285714285715, 20.857142857142858, 21.428571428571427, 22.142857142857142, 25.142857142857142, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 1.2857142857142858, 1.0, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 3.0, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted over time. The first review occurs shortly after the start of the timeline, and reviews in this category continue to be submitted at regular intervals, particularly within the first 20 weeks. The \"Kindle Store\" reviews appear less frequently, with notable entries occurring around the 1.71-week mark, the 7.29-week mark, the 8.71-week mark, and the 25.71-week mark. Overall, the pattern indicates a strong preference for reviewing books, with Kindle Store reviews interspersed at specific intervals." }, { "dim_process": 18, "seq_idx": 553, "seq_len": 83, "time_since_start": [ 0.0, 0.0, 0.0, 1.0, 1.0, 1.1428571428571428, 1.1428571428571428, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.857142857142857, 4.857142857142857, 5.0, 5.0, 5.0, 5.714285714285714, 6.0, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.857142857142857, 6.857142857142857, 6.857142857142857, 8.0, 8.0, 8.0, 8.0, 8.142857142857142, 8.142857142857142, 9.142857142857142, 9.142857142857142, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.428571428571429, 11.0, 11.0, 11.428571428571429, 11.857142857142858, 11.857142857142858, 14.142857142857142, 14.571428571428571, 16.142857142857142, 16.428571428571427, 16.428571428571427, 17.142857142857142, 17.142857142857142, 17.142857142857142, 17.142857142857142, 17.714285714285715, 17.714285714285715, 17.857142857142858, 17.857142857142858, 18.0, 18.285714285714285, 18.285714285714285, 18.571428571428573, 18.571428571428573, 19.857142857142858, 20.0, 20.285714285714285, 20.285714285714285, 21.0, 21.0, 21.428571428571427, 21.428571428571427, 21.857142857142858, 21.857142857142858, 21.857142857142858, 21.857142857142858, 22.0, 22.428571428571427, 22.857142857142858, 23.142857142857142, 24.285714285714285, 24.571428571428573, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 1.0, 0.0, 0.14285714285714285, 0.0, 2.4285714285714284, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.0, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 1.1428571428571428, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 1.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 1.5714285714285714, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 2.2857142857142856, 0.42857142857142855, 1.5714285714285714, 0.2857142857142857, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.0, 0.7142857142857143, 0.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857 ], "type_event": [ 1, 15, 12, 0, 9, 15, 7, 1, 7, 12, 11, 0, 11, 12, 13, 7, 0, 11, 0, 7, 12, 11, 7, 9, 2, 0, 11, 0, 1, 11, 5, 7, 8, 7, 12, 6, 15, 11, 3, 10, 11, 1, 0, 15, 13, 7, 15, 11, 15, 8, 7, 9, 11, 7, 0, 11, 7, 15, 11, 12, 0, 13, 9, 3, 0, 11, 4, 2, 4, 13, 4, 12, 7, 12, 11, 15, 0, 0, 0, 11, 11, 12, 0 ], "type_text": [ "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Other", "Office Products", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Tools and Home Improvement", "Grocery and Gourmet Food", "Sports and Outdoors", "Home and Kitchen", "Other", "Home and Kitchen", "Sports and Outdoors", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Other", "Home and Kitchen", "Other", "Grocery and Gourmet Food", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Office Products", "Pet Supplies", "Other", "Home and Kitchen", "Other", "Tools and Home Improvement", "Home and Kitchen", "Automotive", "Grocery and Gourmet Food", "Toys and Games", "Grocery and Gourmet Food", "Sports and Outdoors", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Home and Kitchen", "Arts Crafts and Sewing", "Books", "Home and Kitchen", "Tools and Home Improvement", "Other", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Toys and Games", "Grocery and Gourmet Food", "Office Products", "Home and Kitchen", "Grocery and Gourmet Food", "Other", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Home and Kitchen", "Sports and Outdoors", "Other", "Patio Lawn and Garden", "Office Products", "Arts Crafts and Sewing", "Other", "Home and Kitchen", "Electronics", "Pet Supplies", "Electronics", "Patio Lawn and Garden", "Electronics", "Sports and Outdoors", "Grocery and Gourmet Food", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Other", "Other", "Home and Kitchen", "Home and Kitchen", "Sports and Outdoors", "Other" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the first week, including Tools and Home Improvement, Clothing Shoes and Jewelry, and Sports and Outdoors. As time progresses, there is a noticeable clustering of reviews around Home and Kitchen, Grocery and Gourmet Food, and Other categories, particularly between weeks three and six. The frequency of reviews generally increases over time, with a significant number of submissions occurring in the later weeks, particularly in the 17th week onward, where multiple categories are represented in close succession. Towards the end of the sequence, there is a continued emphasis on Home and Kitchen and Grocery and Gourmet Food, alongside a gradual introduction of Electronics and other categories." }, { "dim_process": 18, "seq_idx": 554, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 9.571428571428571, 9.571428571428571, 9.571428571428571, 9.571428571428571, 10.714285714285714, 10.857142857142858, 10.857142857142858, 10.857142857142858, 10.857142857142858, 10.857142857142858, 10.857142857142858, 10.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.7142857142857144, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0, 0.0, 0.0, 0.0, 1.1428571428571428, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 15, 1, 12, 4, 11, 5, 9, 6, 8, 7, 8, 13, 12, 10, 9, 15, 4, 3, 12, 11, 4, 0, 0, 1, 8, 15, 6, 5, 12, 10, 0, 5, 8, 0, 8, 7, 5, 9, 4, 1 ], "type_text": [ "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Sports and Outdoors", "Electronics", "Home and Kitchen", "Automotive", "Office Products", "Industrial and Scientific", "Toys and Games", "Grocery and Gourmet Food", "Toys and Games", "Patio Lawn and Garden", "Sports and Outdoors", "Books", "Office Products", "Clothing Shoes and Jewelry", "Electronics", "Arts Crafts and Sewing", "Sports and Outdoors", "Home and Kitchen", "Electronics", "Other", "Other", "Tools and Home Improvement", "Toys and Games", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Automotive", "Sports and Outdoors", "Books", "Other", "Automotive", "Toys and Games", "Other", "Toys and Games", "Grocery and Gourmet Food", "Automotive", "Office Products", "Electronics", "Tools and Home Improvement" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted at the same initial timestamp, indicating a broad interest in various products. After a period of three weeks, there is a cluster of reviews across multiple categories, particularly in Toys and Games, Patio Lawn and Garden, and Sports and Outdoors. Following this, a significant number of reviews are submitted around the four to five-week mark, with a continued focus on Sports and Outdoors, Electronics, and Clothing Shoes and Jewelry. Later, at the nine-week mark, there is a resurgence in Sports and Outdoors and Books, followed by a concentrated set of reviews around the ten-week mark, primarily involving Toys and Games and Automotive, along with other categories. Overall, the trend shows an initial broad interest that narrows into specific categories over time, with notable clusters of activity around the three, four, and ten-week intervals." }, { "dim_process": 18, "seq_idx": 555, "seq_len": 89, "time_since_start": [ 0.0, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.7142857142857144, 2.857142857142857, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.142857142857143, 7.571428571428571, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.714285714285714, 8.714285714285714, 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0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 3.142857142857143 ], "type_event": [ 12, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 12, 10, 11, 10, 11, 10, 15, 11, 0, 11, 10, 10, 12, 10, 1, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 1, 12, 10, 10, 2, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 7, 10, 10, 10, 9, 10, 7, 11, 10, 13, 10, 15, 7, 16 ], "type_text": [ "Sports and Outdoors", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Home and Kitchen", "Books", "Books", "Sports and Outdoors", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Sports and Outdoors", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Books", "Books", "Books", "Office Products", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Patio Lawn and Garden", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Kindle Store" ], "description": "The sequence of product reviews begins with a few categories, including Sports and Outdoors, Home and Kitchen, and Books, all submitted in the initial weeks. A significant clustering of reviews occurs primarily in the Books category, which dominates the early timeline and continues to be the most frequent category throughout the sequence. As time progresses, there is a gradual introduction of other categories such as Clothing Shoes and Jewelry, Grocery and Gourmet Food, and Tools and Home Improvement, with some appearing later in the timeline. Notably, reviews for the Kindle Store appear much later in the sequence, indicating a potential shift in focus or interest. Overall, the pattern shows a strong initial focus on Books, with other categories emerging intermittently over time." }, { "dim_process": 18, "seq_idx": 556, "seq_len": 47, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.5714285714285714, 2.142857142857143, 2.4285714285714284, 3.0, 3.4285714285714284, 3.857142857142857, 4.0, 4.571428571428571, 5.285714285714286, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.285714285714286, 7.285714285714286, 8.857142857142858, 8.857142857142858, 9.285714285714286, 9.571428571428571, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.571428571428571, 11.857142857142858, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.285714285714286, 15.285714285714286, 15.571428571428571, 16.142857142857142, 16.857142857142858, 17.285714285714285, 18.714285714285715, 19.714285714285715, 22.0, 22.0, 22.142857142857142, 22.285714285714285, 22.857142857142858, 23.571428571428573, 24.571428571428573, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 1.5714285714285714, 0.0, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 1.4285714285714286, 1.0, 2.2857142857142856, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 1.0, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, there are intermittent reviews in the \"Kindle Store\" category, particularly noticeable after the first few weeks. The reviews for \"Books\" continue to dominate the sequence, with clusters of reviews occurring at various intervals, while \"Kindle Store\" reviews become more frequent in the latter part of the timeline. Overall, the trend shows a consistent preference for \"Books\" early on, with \"Kindle Store\" reviews gradually increasing in frequency as time advances." }, { "dim_process": 18, "seq_idx": 557, "seq_len": 47, "time_since_start": [ 0.0, 0.0, 1.2857142857142858, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 6.0, 6.0, 6.0, 6.0, 6.0, 7.428571428571429, 7.428571428571429, 7.428571428571429, 8.428571428571429, 8.428571428571429, 8.428571428571429, 8.428571428571429, 8.428571428571429, 8.428571428571429, 9.0, 11.142857142857142, 11.142857142857142, 11.142857142857142, 11.571428571428571, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 12.0, 12.285714285714286, 14.0, 14.142857142857142, 18.142857142857142, 18.142857142857142, 22.428571428571427, 22.428571428571427, 22.428571428571427, 22.428571428571427, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 1.2857142857142858, 3.857142857142857, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 2.142857142857143, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 4.0, 0.0, 4.285714285714286, 0.0, 0.0, 0.0, 1.0 ], "type_event": [ 11, 3, 3, 3, 10, 9, 8, 15, 13, 11, 3, 9, 7, 15, 11, 10, 8, 3, 3, 11, 9, 13, 15, 0, 9, 10, 3, 3, 3, 7, 8, 3, 3, 7, 1, 10, 3, 3, 11, 13, 3, 13, 9, 11, 7, 3, 3 ], "type_text": [ "Home and Kitchen", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Books", "Office Products", "Toys and Games", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Home and Kitchen", "Arts Crafts and Sewing", "Office Products", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Toys and Games", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Home and Kitchen", "Office Products", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Other", "Office Products", "Books", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Toys and Games", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Tools and Home Improvement", "Books", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Home and Kitchen", "Patio Lawn and Garden", "Arts Crafts and Sewing", "Patio Lawn and Garden", "Office Products", "Home and Kitchen", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Arts Crafts and Sewing" ], "description": "The sequence of product reviews begins with a focus on Home and Kitchen and Arts Crafts and Sewing categories early on. As time progresses, there is a notable increase in reviews across a diverse range of categories around the 5 to 8-week mark, with multiple reviews clustered closely together. The frequency of reviews in the Arts Crafts and Sewing category remains consistently high throughout the sequence, peaking around the 11-week mark. Towards the later weeks, there is a resurgence of reviews in Home and Kitchen and Arts Crafts and Sewing, alongside a continued presence of other categories like Office Products and Grocery and Gourmet Food. Overall, the sequence shows a trend of increasing review activity over time, with certain categories consistently appearing throughout." }, { "dim_process": 18, "seq_idx": 558, "seq_len": 143, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 1.0, 1.2857142857142858, 1.2857142857142858, 1.7142857142857142, 2.0, 2.0, 2.0, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 2.857142857142857, 3.0, 3.0, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.0, 5.0, 5.428571428571429, 5.428571428571429, 5.714285714285714, 6.0, 6.142857142857143, 6.142857142857143, 7.0, 7.0, 7.285714285714286, 7.285714285714286, 7.285714285714286, 7.428571428571429, 7.428571428571429, 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10, 10, 10, 15, 10, 0, 10, 15, 10, 17, 0, 10, 9, 0, 8, 10, 11, 11, 17, 10, 15, 12, 10, 15, 2, 13, 11, 10, 2, 12, 17, 17, 11, 17, 15, 17, 11, 2, 17, 13, 17, 15, 11, 8, 10, 8, 11, 2, 11, 2, 11, 8, 7, 10, 7, 12, 7, 17, 17, 2, 2, 11, 4, 12, 17, 7, 1, 2, 12 ], "type_text": [ "Sports and Outdoors", "Cell Phones and Accessories", "Office Products", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Pet Supplies", "Books", "Home and Kitchen", "Pet Supplies", "Books", "Tools and Home Improvement", "Books", "Sports and Outdoors", "Sports and Outdoors", "Home and Kitchen", "Toys and Games", "Tools and Home Improvement", "Home and Kitchen", "Sports and Outdoors", "Pet Supplies", "Sports and Outdoors", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Grocery and Gourmet Food", "Office Products", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Pet Supplies", "Books", "Pet Supplies", "Pet Supplies", "Electronics", "Tools and Home Improvement", "Pet Supplies", "Other", "Home and Kitchen", "Home and Kitchen", "Books", "Home and Kitchen", "Sports and Outdoors", "Tools and Home Improvement", "Electronics", "Pet Supplies", "Electronics", "Sports and Outdoors", "Grocery and Gourmet Food", "Toys and Games", "Pet Supplies", "Home and Kitchen", "Books", "Books", "Automotive", "Automotive", "Sports and Outdoors", "Books", "Home and Kitchen", "Pet Supplies", "Cell Phones and Accessories", "Pet Supplies", "Pet Supplies", "Books", "Arts Crafts and Sewing", "Pet Supplies", "Tools and Home Improvement", "Books", "Books", "Pet Supplies", "Pet Supplies", "Grocery and Gourmet Food", "Books", "Books", "Other", "Grocery and Gourmet Food", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Other", "Books", "Clothing Shoes and Jewelry", "Books", "Cell Phones and Accessories", "Other", "Books", "Office Products", "Other", "Toys and Games", "Books", "Home and Kitchen", "Home and Kitchen", "Cell Phones and Accessories", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Clothing Shoes and Jewelry", "Pet Supplies", "Patio Lawn and Garden", "Home and Kitchen", "Books", "Pet Supplies", "Sports and Outdoors", "Cell Phones and Accessories", "Cell Phones and Accessories", "Home and Kitchen", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Home and Kitchen", "Pet Supplies", "Cell Phones and Accessories", "Patio Lawn and Garden", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Home and Kitchen", "Toys and Games", "Books", "Toys and Games", "Home and Kitchen", "Pet Supplies", "Home and Kitchen", "Pet Supplies", "Home and Kitchen", "Toys and Games", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Sports and Outdoors", "Grocery and Gourmet Food", "Cell Phones and Accessories", "Cell Phones and Accessories", "Pet Supplies", "Pet Supplies", "Home and Kitchen", "Electronics", "Sports and Outdoors", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Tools and Home Improvement", "Pet Supplies", "Sports and Outdoors" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with notable clustering of certain types. Initially, reviews for Sports and Outdoors, Cell Phones and Accessories, and Grocery and Gourmet Food appear early in the timeline. As time progresses, there is a noticeable increase in reviews for Pet Supplies and Home and Kitchen, particularly in the middle stages. Towards the later weeks, there is a resurgence of reviews in categories such as Books and Electronics, indicating a varied interest across multiple product types throughout the review period. Overall, the sequence reflects a pattern of shifting focus among different categories, with some categories consistently appearing while others fluctuate in frequency." }, { "dim_process": 18, "seq_idx": 559, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 1.1428571428571428, 2.142857142857143, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 6.0, 6.142857142857143, 8.0, 8.285714285714286, 9.0, 9.142857142857142, 10.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.714285714285714, 13.857142857142858, 13.857142857142858, 14.0, 15.0, 15.142857142857142, 15.857142857142858, 16.857142857142858, 17.0, 18.0, 18.428571428571427, 18.714285714285715, 22.142857142857142, 23.714285714285715, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.0, 1.0, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.8571428571428572, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 0.0, 0.14285714285714285, 1.0, 0.14285714285714285, 0.7142857142857143, 1.0, 0.14285714285714285, 1.0, 0.42857142857142855, 0.2857142857142857, 3.4285714285714284, 1.5714285714285714, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 16, 16, 10, 16, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the first few weeks. As time progresses, reviews for \"Kindle Store\" start to appear, initially clustered around the 4 to 11-week mark, before becoming more frequent in the later weeks. While \"Books\" remains a consistent category throughout the sequence, there is a noticeable increase in \"Kindle Store\" reviews during the latter part of the timeline, particularly between weeks 18 and 25. Overall, the trend shows an initial dominance of book reviews, followed by a gradual inclusion and clustering of Kindle Store reviews as time advances." }, { "dim_process": 18, "seq_idx": 560, "seq_len": 48, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.857142857142857, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 9.0, 9.428571428571429, 9.428571428571429, 18.428571428571427, 18.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 5.857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.0, 9.0, 0.0 ], "type_event": [ 3, 8, 14, 5, 8, 4, 9, 5, 11, 14, 15, 0, 3, 10, 14, 15, 0, 8, 5, 3, 1, 4, 8, 0, 15, 9, 3, 10, 4, 5, 11, 12, 11, 14, 13, 15, 11, 3, 10, 9, 4, 8, 12, 9, 4, 17, 13, 8 ], "type_text": [ "Arts Crafts and Sewing", "Toys and Games", "Movies and TV", "Automotive", "Toys and Games", "Electronics", "Office Products", "Automotive", "Home and Kitchen", "Movies and TV", "Clothing Shoes and Jewelry", "Other", "Arts Crafts and Sewing", "Books", "Movies and TV", "Clothing Shoes and Jewelry", "Other", "Toys and Games", "Automotive", "Arts Crafts and Sewing", "Tools and Home Improvement", "Electronics", "Toys and Games", "Other", "Clothing Shoes and Jewelry", "Office Products", "Arts Crafts and Sewing", "Books", "Electronics", "Automotive", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Movies and TV", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Home and Kitchen", "Arts Crafts and Sewing", "Books", "Office Products", "Electronics", "Toys and Games", "Sports and Outdoors", "Office Products", "Electronics", "Cell Phones and Accessories", "Patio Lawn and Garden", "Toys and Games" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first week, with a notable concentration of reviews occurring at the 0.43-week mark, where multiple categories are represented. Following this initial cluster, reviews continue to be submitted across various categories at the 1.14-week interval, maintaining a similar diversity. A second notable cluster appears at the 2.43-week mark, again featuring a wide array of categories. After a significant gap, reviews resume at the 8.71-week mark, where there is another concentration of reviews across multiple categories. The sequence concludes with additional reviews at the 9.0 and 9.43-week marks, followed by a final set of reviews at 18.43 weeks, indicating a return to the \"Toys and Games\" and \"Patio Lawn and Garden\" categories." }, { "dim_process": 18, "seq_idx": 561, "seq_len": 79, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.0, 1.2857142857142858, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 5.0, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.142857142857143, 7.428571428571429, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.714285714285714, 11.0, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.428571428571429, 16.142857142857142, 16.857142857142858, 17.0, 17.285714285714285, 17.714285714285715, 18.0, 18.142857142857142, 18.285714285714285, 18.285714285714285, 18.571428571428573, 18.714285714285715, 19.285714285714285, 19.571428571428573, 21.285714285714285, 22.428571428571427, 22.571428571428573, 23.428571428571427, 24.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.7142857142857142, 1.1428571428571428, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 0, 10, 10, 16, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted in this category occurring in the first 24 weeks. There are notable clusters of reviews in the early weeks, particularly within the first 18 weeks, where the user predominantly reviews books. The \"Kindle Store\" reviews appear intermittently, primarily after the 8-week mark, with a few reviews spaced out at various intervals. The trend indicates a sustained interest in books, with a slight diversification into the Kindle Store and other categories later in the timeline." }, { "dim_process": 18, "seq_idx": 562, "seq_len": 57, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.714285714285714, 11.0, 11.285714285714286, 11.571428571428571, 12.857142857142858, 13.0, 14.0, 14.714285714285714, 15.428571428571429, 15.571428571428571, 16.0, 16.142857142857142, 16.857142857142858, 17.571428571428573, 17.714285714285715, 20.428571428571427, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 1.0, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 2.7142857142857144, 4.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user shows a consistent pattern of reviews focused solely on books. The reviews are submitted frequently in the early weeks, with a notable cluster of activity occurring within the first 12 weeks. After this initial period, the frequency of reviews begins to taper off, with fewer submissions noted in the later weeks, particularly after the 17-week mark. Overall, the trend indicates a high level of engagement with books at the beginning, followed by a gradual decline in review submissions over time." }, { "dim_process": 18, "seq_idx": 563, "seq_len": 48, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 2.142857142857143, 3.5714285714285716, 8.428571428571429, 8.428571428571429, 8.714285714285714, 11.428571428571429, 12.428571428571429, 15.0, 15.0, 15.0, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 17.0, 17.0, 17.0, 17.142857142857142, 17.428571428571427, 17.428571428571427, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.0, 18.0, 18.0, 18.142857142857142, 18.142857142857142, 18.428571428571427, 18.428571428571427, 20.428571428571427, 22.0, 22.571428571428573, 22.714285714285715, 22.714285714285715, 22.714285714285715, 23.285714285714285, 23.571428571428573, 23.857142857142858, 23.857142857142858, 23.857142857142858, 24.0, 24.571428571428573, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 1.7142857142857142, 1.4285714285714286, 4.857142857142857, 0.0, 0.2857142857142857, 2.7142857142857144, 1.0, 2.5714285714285716, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 1.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 2.0, 1.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857 ], "type_event": [ 3, 7, 10, 11, 6, 15, 10, 15, 11, 13, 15, 1, 13, 11, 13, 15, 7, 11, 16, 10, 13, 13, 1, 11, 13, 10, 15, 11, 1, 15, 15, 11, 11, 10, 11, 4, 7, 1, 13, 11, 12, 15, 11, 5, 1, 15, 15, 0 ], "type_text": [ "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Patio Lawn and Garden", "Home and Kitchen", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Home and Kitchen", "Kindle Store", "Books", "Patio Lawn and Garden", "Patio Lawn and Garden", "Tools and Home Improvement", "Home and Kitchen", "Patio Lawn and Garden", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Books", "Home and Kitchen", "Electronics", "Grocery and Gourmet Food", "Tools and Home Improvement", "Patio Lawn and Garden", "Home and Kitchen", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Automotive", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Other" ], "description": "The sequence of product reviews shows an initial burst of activity in various categories within the first few weeks, with a notable focus on Arts Crafts and Sewing, Grocery and Gourmet Food, and Books. As time progresses, there is a noticeable clustering of reviews around Home and Kitchen, Clothing Shoes and Jewelry, and Patio Lawn and Garden, particularly between weeks 15 and 18. Later in the sequence, reviews for Electronics and Sports and Outdoors appear, indicating a diversification of interests. Overall, the timing reveals a pattern of concentrated activity in specific categories at various intervals, with certain categories being revisited multiple times." }, { "dim_process": 18, "seq_idx": 564, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 2.4285714285714284, 2.4285714285714284, 3.5714285714285716, 3.857142857142857, 3.857142857142857, 4.285714285714286, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.0, 8.0, 8.285714285714286, 8.857142857142858, 9.0, 9.428571428571429, 9.428571428571429, 9.857142857142858, 10.0, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.285714285714286, 12.142857142857142, 12.714285714285714, 13.285714285714286, 13.285714285714286, 14.0, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 16.285714285714285, 17.0, 20.571428571428573, 22.714285714285715, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142, 0.0, 1.1428571428571428, 0.2857142857142857, 0.0, 0.42857142857142855, 1.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 2.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.7142857142857143, 3.5714285714285716, 2.142857142857143, 1.4285714285714286 ], "type_event": [ 16, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 16, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a mix of reviews for the Kindle Store and Books, with an initial focus on Books in the early weeks. Over time, there is a noticeable trend where the majority of reviews cluster around the Books category, particularly from the second week onward, with intermittent reviews for the Kindle Store. As the timeline progresses, reviews for the Kindle Store appear less frequently, with several clusters of Books reviews occurring in the later weeks, indicating a sustained interest in that category. The final entries show a resurgence of Kindle Store reviews, suggesting a shift back to that category after a prolonged focus on Books." }, { "dim_process": 18, "seq_idx": 565, "seq_len": 46, "time_since_start": [ 0.0, 0.8571428571428571, 1.1428571428571428, 1.5714285714285714, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.0, 5.571428571428571, 6.428571428571429, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.0, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.0, 10.285714285714286, 10.571428571428571, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.142857142857142, 15.142857142857142, 17.285714285714285, 19.0, 19.285714285714285 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 3.0, 2.142857142857143, 1.7142857142857142, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted over time. The first review appears shortly after the start of the timeline, and the majority of reviews occur within the first 12 weeks, with a notable cluster of reviews for \"Books\" throughout this period. The \"Kindle Store\" reviews are less frequent and appear intermittently, primarily at the 1.86, 4.29, 9.0, and 11.86 marks, suggesting they are spaced out between longer stretches of \"Books\" reviews. There is a noticeable decrease in review frequency after week 12, with only a few reviews occurring at weeks 15.14, 17.29, and 19.0." }, { "dim_process": 18, "seq_idx": 566, "seq_len": 43, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.0, 1.0, 2.142857142857143, 2.7142857142857144, 3.0, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.714285714285714, 7.0, 8.285714285714286, 8.714285714285714, 9.0, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.428571428571429, 10.714285714285714, 11.285714285714286, 11.571428571428571, 11.571428571428571, 11.857142857142858, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.714285714285714, 14.0, 14.142857142857142, 14.571428571428571, 14.714285714285714, 15.285714285714286, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 1.1428571428571428, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 7.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The user begins with several reviews of books within the first few weeks, followed by a few reviews in the \"Kindle Store\" category around the one-week mark. There is a notable clustering of book reviews, particularly between weeks 0 and 15, with a significant gap before a final review in the \"Kindle Store\" category at week 22. Overall, the reviews trend heavily towards books, with only intermittent entries for the Kindle Store." }, { "dim_process": 18, "seq_idx": 567, "seq_len": 86, "time_since_start": [ 0.0, 1.0, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.7142857142857142, 2.4285714285714284, 3.142857142857143, 4.142857142857143, 4.571428571428571, 5.285714285714286, 5.285714285714286, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.428571428571429, 7.714285714285714, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.714285714285714, 9.428571428571429, 9.428571428571429, 9.714285714285714, 10.0, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.714285714285714, 11.0, 11.0, 11.571428571428571, 11.857142857142858, 12.0, 12.0, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.428571428571429, 13.142857142857142, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.142857142857142, 14.285714285714286, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.142857142857142, 15.857142857142858, 16.142857142857142, 16.142857142857142, 16.714285714285715, 17.285714285714285, 17.285714285714285, 17.285714285714285, 17.857142857142858, 17.857142857142858, 17.857142857142858, 17.857142857142858, 18.571428571428573, 19.142857142857142, 19.571428571428573, 21.0, 21.0, 21.0, 21.142857142857142, 22.142857142857142, 22.142857142857142, 22.142857142857142, 22.142857142857142, 22.142857142857142, 22.142857142857142, 22.142857142857142, 22.142857142857142, 22.714285714285715, 22.714285714285715, 22.714285714285715, 24.714285714285715 ], "time_since_last_event": [ 0.0, 1.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 1.0, 0.42857142857142855, 0.7142857142857143, 0.0, 1.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.7142857142857143, 0.2857142857142857, 0.0, 0.5714285714285714, 0.5714285714285714, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 1.4285714285714286, 0.0, 0.0, 0.14285714285714285, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 2.0 ], "type_event": [ 11, 12, 9, 10, 7, 15, 11, 15, 1, 12, 15, 1, 15, 15, 1, 15, 17, 8, 5, 2, 11, 2, 12, 8, 10, 17, 10, 17, 10, 17, 2, 10, 9, 10, 10, 10, 10, 7, 11, 7, 10, 10, 11, 10, 10, 10, 7, 12, 10, 15, 15, 10, 10, 10, 10, 0, 10, 8, 11, 10, 10, 13, 11, 13, 3, 8, 11, 11, 4, 0, 2, 11, 10, 11, 2, 10, 1, 11, 8, 12, 4, 15, 3, 4, 11, 11 ], "type_text": [ "Home and Kitchen", "Sports and Outdoors", "Office Products", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Toys and Games", "Automotive", "Pet Supplies", "Home and Kitchen", "Pet Supplies", "Sports and Outdoors", "Toys and Games", "Books", "Cell Phones and Accessories", "Books", "Cell Phones and Accessories", "Books", "Cell Phones and Accessories", "Pet Supplies", "Books", "Office Products", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Grocery and Gourmet Food", "Sports and Outdoors", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Other", "Books", "Toys and Games", "Home and Kitchen", "Books", "Books", "Patio Lawn and Garden", "Home and Kitchen", "Patio Lawn and Garden", "Arts Crafts and Sewing", "Toys and Games", "Home and Kitchen", "Home and Kitchen", "Electronics", "Other", "Pet Supplies", "Home and Kitchen", "Books", "Home and Kitchen", "Pet Supplies", "Books", "Tools and Home Improvement", "Home and Kitchen", "Toys and Games", "Sports and Outdoors", "Electronics", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Electronics", "Home and Kitchen", "Home and Kitchen" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with an initial focus on Home and Kitchen, followed by a notable cluster of reviews in Clothing Shoes and Jewelry and Books within the first few weeks. As time progresses, there is a consistent pattern of reviews in various categories, including frequent mentions of Books and Home and Kitchen, particularly in the later weeks. Additionally, there are several instances of clustering around specific categories, such as the repeated reviews of Pet Supplies and Tools and Home Improvement, indicating a trend of reviewing multiple items within the same category during certain periods. Overall, the review activity appears to intensify in the middle weeks, with a steady continuation of reviews across various categories towards the end of the sequence." }, { "dim_process": 18, "seq_idx": 568, "seq_len": 46, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.0, 1.4285714285714286, 1.8571428571428572, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 4.714285714285714, 5.857142857142857, 6.571428571428571, 7.0, 7.0, 7.714285714285714, 8.571428571428571, 8.571428571428571, 8.857142857142858, 9.857142857142858, 9.857142857142858, 11.857142857142858, 11.857142857142858, 12.571428571428571, 12.571428571428571, 12.571428571428571, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.428571428571429, 13.571428571428571, 14.285714285714286, 15.857142857142858, 15.857142857142858, 17.714285714285715, 17.714285714285715, 17.714285714285715, 20.285714285714285, 20.857142857142858, 21.714285714285715, 21.714285714285715, 21.857142857142858, 22.285714285714285, 22.285714285714285, 24.0, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.8571428571428572, 1.1428571428571428, 0.7142857142857143, 0.42857142857142855, 0.0, 0.7142857142857143, 0.8571428571428571, 0.0, 0.2857142857142857, 1.0, 0.0, 2.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.5714285714285714, 0.0, 1.8571428571428572, 0.0, 0.0, 2.5714285714285716, 0.5714285714285714, 0.8571428571428571, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 1.7142857142857142, 0.7142857142857143 ], "type_event": [ 15, 9, 0, 8, 10, 15, 11, 11, 15, 11, 11, 15, 15, 11, 12, 15, 1, 12, 1, 15, 13, 15, 10, 10, 3, 7, 15, 15, 7, 15, 15, 7, 0, 15, 15, 10, 1, 2, 11, 1, 15, 11, 15, 11, 8, 11 ], "type_text": [ "Clothing Shoes and Jewelry", "Office Products", "Other", "Toys and Games", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Sports and Outdoors", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Books", "Books", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Other", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Tools and Home Improvement", "Pet Supplies", "Home and Kitchen", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Toys and Games", "Home and Kitchen" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with notable trends in the timing and clustering of events. Initially, reviews for Clothing, Shoes and Jewelry and Office Products appear early in the timeline, followed by a mix of categories such as Toys and Games and Books. Home and Kitchen reviews start to cluster around the later weeks, particularly after the first month, while Clothing, Shoes and Jewelry reviews remain consistently present throughout the sequence. Towards the end, there is a resurgence of reviews in Home and Kitchen, alongside continued activity in Clothing, Shoes and Jewelry, indicating a sustained interest in these categories." }, { "dim_process": 18, "seq_idx": 569, "seq_len": 71, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.0, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 3.0, 3.2857142857142856, 4.0, 4.142857142857143, 4.285714285714286, 5.0, 5.0, 5.142857142857143, 5.571428571428571, 5.714285714285714, 5.857142857142857, 5.857142857142857, 6.0, 6.142857142857143, 6.428571428571429, 6.571428571428571, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 8.142857142857142, 8.142857142857142, 8.285714285714286, 8.428571428571429, 9.142857142857142, 9.714285714285714, 10.0, 10.285714285714286, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.0, 12.285714285714286, 12.571428571428571, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.0, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.285714285714286, 15.571428571428571, 16.142857142857142, 16.285714285714285, 16.571428571428573, 20.0, 20.0 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 3.4285714285714284, 0.0 ], "type_event": [ 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing books, with the majority of reviews falling within the Books category. Reviews begin early in the timeline, with a notable concentration of book reviews occurring in the first few weeks. Kindle Store reviews are interspersed throughout but tend to appear less frequently and often cluster around certain weeks, particularly at the beginning, middle, and end of the timeline. Over time, the frequency of book reviews remains high, with a gradual increase in the number of reviews as the weeks progress." }, { "dim_process": 18, "seq_idx": 570, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.0, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 3.0, 3.7142857142857144, 4.571428571428571, 4.714285714285714, 5.0, 5.285714285714286, 5.714285714285714, 6.571428571428571, 7.285714285714286, 7.571428571428571, 8.0, 8.714285714285714, 9.571428571428571, 9.714285714285714, 11.428571428571429, 11.571428571428571, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.857142857142858, 14.0, 14.714285714285714, 15.285714285714286, 15.714285714285714, 15.857142857142858, 16.142857142857142, 17.142857142857142, 17.714285714285715, 19.714285714285715, 21.571428571428573, 21.714285714285715, 22.142857142857142, 22.428571428571427, 22.714285714285715, 23.142857142857142, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.0, 0.5714285714285714, 2.0, 1.8571428571428572, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The user submitted a series of product reviews predominantly categorized as \"Books,\" with all reviews occurring within a continuous timeline. The reviews began at the start of the sequence and continued to be submitted consistently over time, with a noticeable increase in frequency during the initial weeks. There are clusters of reviews that appear closer together, particularly in the early stages, while the later weeks show a more spaced-out pattern. Overall, the trend indicates a sustained interest in reviewing books throughout the entire timeframe." }, { "dim_process": 18, "seq_idx": 571, "seq_len": 81, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 1.2857142857142858, 2.0, 2.0, 2.0, 2.5714285714285716, 2.857142857142857, 2.857142857142857, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 4.0, 4.0, 4.0, 4.0, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.857142857142857, 4.857142857142857, 4.857142857142857, 5.285714285714286, 6.0, 6.142857142857143, 6.428571428571429, 6.428571428571429, 7.0, 7.0, 7.0, 7.285714285714286, 7.285714285714286, 8.0, 8.285714285714286, 9.142857142857142, 9.428571428571429, 10.142857142857142, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.857142857142858, 11.571428571428571, 12.0, 12.285714285714286, 13.857142857142858, 13.857142857142858, 15.142857142857142, 15.714285714285714, 15.714285714285714, 15.714285714285714, 15.714285714285714, 15.714285714285714, 16.285714285714285, 16.285714285714285, 17.428571428571427, 17.428571428571427, 17.428571428571427, 17.428571428571427, 17.428571428571427, 17.428571428571427, 18.285714285714285, 18.428571428571427, 18.428571428571427, 19.428571428571427, 19.428571428571427, 20.714285714285715, 20.714285714285715, 20.714285714285715, 20.714285714285715, 20.714285714285715, 21.428571428571427, 24.714285714285715, 24.714285714285715, 25.142857142857142, 25.142857142857142, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.42857142857142855, 0.7142857142857143, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.0, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 0.0, 0.2857142857142857, 0.0, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 0.0, 1.2857142857142858, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 1.1428571428571428, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 1.0, 0.0, 1.2857142857142858, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 3.2857142857142856, 0.0, 0.42857142857142855, 0.0, 0.0 ], "type_event": [ 12, 0, 10, 17, 15, 15, 1, 8, 12, 6, 12, 1, 11, 12, 2, 13, 10, 1, 5, 15, 11, 12, 0, 1, 5, 17, 11, 11, 4, 9, 10, 17, 2, 9, 17, 2, 7, 10, 12, 10, 11, 1, 15, 10, 3, 3, 10, 10, 7, 11, 10, 10, 15, 14, 11, 4, 1, 1, 0, 15, 2, 9, 4, 10, 11, 10, 11, 13, 1, 11, 7, 15, 1, 11, 3, 0, 4, 2, 13, 8, 11 ], "type_text": [ "Sports and Outdoors", "Other", "Books", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Toys and Games", "Sports and Outdoors", "Industrial and Scientific", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Sports and Outdoors", "Pet Supplies", "Patio Lawn and Garden", "Books", "Tools and Home Improvement", "Automotive", "Clothing Shoes and Jewelry", "Home and Kitchen", "Sports and Outdoors", "Other", "Tools and Home Improvement", "Automotive", "Cell Phones and Accessories", "Home and Kitchen", "Home and Kitchen", "Electronics", "Office Products", "Books", "Cell Phones and Accessories", "Pet Supplies", "Office Products", "Cell Phones and Accessories", "Pet Supplies", "Grocery and Gourmet Food", "Books", "Sports and Outdoors", "Books", "Home and Kitchen", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Books", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Books", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Books", "Clothing Shoes and Jewelry", "Movies and TV", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Tools and Home Improvement", "Other", "Clothing Shoes and Jewelry", "Pet Supplies", "Office Products", "Electronics", "Books", "Home and Kitchen", "Books", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Arts Crafts and Sewing", "Other", "Electronics", "Pet Supplies", "Patio Lawn and Garden", "Toys and Games", "Home and Kitchen" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with certain categories appearing more frequently at different intervals. Initially, reviews are spread across various categories, including Sports and Outdoors, Other, and Books, but as time progresses, there is a noticeable clustering of reviews in the Home and Kitchen and Tools and Home Improvement categories around the 3 to 5-week mark. As the timeline continues, there is a significant increase in the frequency of Books and Home and Kitchen reviews, particularly between weeks 10 and 18. Towards the later stages, categories such as Electronics and Pet Supplies begin to emerge more prominently, indicating a shift in the user's focus. Overall, the reviews reflect a pattern of increased activity in specific categories at various points, with a tendency for certain categories to cluster together within specific timeframes." }, { "dim_process": 18, "seq_idx": 572, "seq_len": 65, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.7142857142857142, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 3.857142857142857, 4.285714285714286, 4.571428571428571, 5.142857142857143, 6.0, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.0, 9.142857142857142, 9.285714285714286, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 13.0, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.714285714285714, 15.0, 15.428571428571429, 15.714285714285714, 16.0, 16.428571428571427, 17.428571428571427, 17.857142857142858, 18.142857142857142, 18.428571428571427, 18.571428571428573, 19.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted over an extended period. The reviews begin at week zero and continue steadily, with a notable cluster of reviews occurring in the early weeks and maintaining frequency throughout the timeline. There are two instances of reviews in the \"Kindle Store\" category, both occurring after the initial surge of book reviews, indicating a slight diversification in review types. Overall, the majority of reviews are concentrated in the \"Books\" category, with only brief interruptions for the \"Kindle Store\" entries." }, { "dim_process": 18, "seq_idx": 573, "seq_len": 43, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.142857142857143, 4.0, 4.285714285714286, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.714285714285714, 4.857142857142857, 6.714285714285714, 6.857142857142857, 7.714285714285714, 8.0, 8.428571428571429, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.428571428571429, 10.714285714285714, 11.857142857142858, 12.571428571428571, 12.857142857142858, 13.428571428571429, 14.428571428571429, 14.571428571428571, 15.285714285714286, 16.857142857142858, 16.857142857142858, 17.428571428571427, 17.857142857142858, 20.571428571428573, 20.714285714285715, 21.142857142857142, 23.571428571428573, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 1.0, 0.14285714285714285, 0.7142857142857143, 1.5714285714285714, 0.0, 0.5714285714285714, 0.42857142857142855, 2.7142857142857144, 0.14285714285714285, 0.42857142857142855, 2.4285714285714284, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 11, 7, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. As time progresses, there are occasional reviews in the \"Kindle Store,\" but the majority of entries remain in the \"Books\" category, particularly clustered in the early and mid-parts of the timeline. Reviews in the \"Home and Kitchen\" and \"Grocery and Gourmet Food\" categories appear briefly but do not disrupt the overall trend, which is predominantly centered on books. Towards the later weeks, there is a resurgence of reviews in the \"Kindle Store,\" indicating a return to that category while still maintaining a high volume of book reviews." }, { "dim_process": 18, "seq_idx": 574, "seq_len": 73, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.0, 5.142857142857143, 5.714285714285714, 6.0, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 9.142857142857142, 9.428571428571429, 9.571428571428571, 10.0, 10.142857142857142, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.0, 13.285714285714286, 13.571428571428571, 13.714285714285714, 14.428571428571429, 15.0, 15.142857142857142, 15.285714285714286, 16.142857142857142, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.857142857142858, 18.428571428571427, 19.0, 19.428571428571427, 20.571428571428573, 21.571428571428573, 21.857142857142858, 22.285714285714285, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 1.1428571428571428, 1.0, 0.2857142857142857, 0.42857142857142855, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of entries in the \"Books\" category, with a consistent pattern of reviews submitted over a span of weeks. Most reviews occur in the early weeks, with a notable concentration of submissions within the first 20 weeks. After this period, there is a single review for the \"Kindle Store\" category, followed by a few additional reviews in the \"Books\" category. Overall, the trend indicates a strong early focus on books, with a gradual tapering off of review frequency over time." }, { "dim_process": 18, "seq_idx": 575, "seq_len": 139, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.0, 5.142857142857143, 5.142857142857143, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.428571428571429, 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0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.0 ], "type_event": [ 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 16, 16, 16, 10, 10, 10, 16, 10, 16, 16, 16, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 4, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 16, 10, 16, 16, 10, 16, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Electronics", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews for Books, particularly in the early weeks, with Kindle Store reviews appearing intermittently. Over time, the frequency of Kindle Store reviews increases, particularly after the 10-week mark, indicating a shift in focus. Reviews for Books remain consistently high throughout the entire period, with some clustering around specific weeks. Towards the end of the sequence, there is a notable increase in Kindle Store reviews, suggesting a potential trend towards more engagement with that category as time progresses." }, { "dim_process": 18, "seq_idx": 576, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 1.1428571428571428, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 3.5714285714285716, 4.142857142857143, 4.142857142857143, 5.285714285714286, 6.142857142857143, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.571428571428571, 10.142857142857142, 10.285714285714286, 10.714285714285714, 11.285714285714286, 12.0, 12.428571428571429, 12.428571428571429, 13.0, 14.285714285714286, 15.285714285714286, 15.285714285714286, 15.857142857142858, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.571428571428573, 17.285714285714285, 17.428571428571427, 19.142857142857142, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.0, 2.142857142857143, 0.5714285714285714, 0.0, 1.1428571428571428, 0.8571428571428571, 3.2857142857142856, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.0, 0.5714285714285714, 1.2857142857142858, 1.0, 0.0, 0.5714285714285714, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 1.7142857142857142, 3.5714285714285716 ], "type_event": [ 11, 2, 11, 9, 7, 11, 11, 11, 9, 11, 2, 7, 15, 2, 11, 12, 9, 11, 9, 2, 11, 11, 11, 11, 15, 9, 2, 15, 2, 11, 11, 4, 2, 2, 10, 9, 0, 11, 11, 9, 2, 15 ], "type_text": [ "Home and Kitchen", "Pet Supplies", "Home and Kitchen", "Office Products", "Grocery and Gourmet Food", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Office Products", "Home and Kitchen", "Pet Supplies", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Pet Supplies", "Home and Kitchen", "Sports and Outdoors", "Office Products", "Home and Kitchen", "Office Products", "Pet Supplies", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Office Products", "Pet Supplies", "Clothing Shoes and Jewelry", "Pet Supplies", "Home and Kitchen", "Home and Kitchen", "Electronics", "Pet Supplies", "Pet Supplies", "Books", "Office Products", "Other", "Home and Kitchen", "Home and Kitchen", "Office Products", "Pet Supplies", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a concentration in the Home and Kitchen and Pet Supplies categories in the initial weeks. As time progresses, there is a notable increase in reviews across various categories, including Office Products and Grocery and Gourmet Food, particularly around the one to two-week mark. Reviews for Clothing Shoes and Jewelry appear later in the timeline, with a significant cluster at the 11 to 22-week range. The sequence shows a recurring emphasis on Home and Kitchen products, which are frequently reviewed throughout the entire period, while Pet Supplies also maintain a consistent presence, especially in the later weeks." }, { "dim_process": 18, "seq_idx": 577, "seq_len": 54, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.8571428571428572, 2.7142857142857144, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 4.0, 4.714285714285714, 5.428571428571429, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 7.0, 7.571428571428571, 7.857142857142857, 8.857142857142858, 9.285714285714286, 9.571428571428571, 10.857142857142858, 11.285714285714286, 11.857142857142858, 12.428571428571429, 12.714285714285714, 13.142857142857142, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.0, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.0, 18.142857142857142, 18.285714285714285, 18.714285714285715, 19.714285714285715, 20.142857142857142, 20.714285714285715, 20.857142857142858, 21.285714285714285, 21.714285714285715, 22.0, 22.285714285714285, 24.285714285714285, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 1.0, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 1.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 2.0, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions occurring over time. The reviews begin at the start of the timeline and continue to be submitted frequently, particularly in the early weeks. A notable shift occurs around the 15-week mark, where reviews for the Kindle Store are introduced alongside continued submissions for books. The frequency of book reviews remains high throughout the sequence, with occasional clusters of reviews appearing at various intervals, particularly in the later weeks. Overall, the trend indicates a sustained interest in books, with a slight diversification into the Kindle Store reviews as time progresses." }, { "dim_process": 18, "seq_idx": 578, "seq_len": 46, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.4285714285714286, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 4.0, 4.285714285714286, 5.285714285714286, 5.428571428571429, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.0, 7.142857142857143, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.0, 9.285714285714286, 10.0, 10.0, 10.428571428571429, 11.714285714285714, 12.714285714285714, 13.0, 13.428571428571429, 13.714285714285714, 14.0, 14.428571428571429, 15.142857142857142, 15.285714285714286, 16.142857142857142, 17.857142857142858, 18.0, 18.428571428571427, 18.857142857142858, 21.428571428571427, 21.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 1.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.42857142857142855, 1.2857142857142858, 1.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 1.7142857142857142, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 2.5714285714285716, 0.2857142857142857 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a consistent pattern of submissions over time. Most reviews are clustered within the first 18 weeks, with a notable concentration occurring between weeks 2 and 10. The \"Kindle Store\" category is introduced early in the sequence but appears infrequently compared to the dominant \"Books\" reviews. After week 18, there is a slight decrease in the frequency of reviews, but the user continues to submit reviews primarily in the \"Books\" category." }, { "dim_process": 18, "seq_idx": 579, "seq_len": 52, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.0, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 3.5714285714285716, 4.0, 4.428571428571429, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.714285714285714, 7.142857142857143, 7.428571428571429, 8.0, 8.142857142857142, 8.285714285714286, 8.714285714285714, 9.0, 9.285714285714286, 9.857142857142858, 10.142857142857142, 10.714285714285714, 11.0, 12.0, 12.142857142857142, 12.714285714285714, 13.142857142857142, 14.857142857142858, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.428571428571427, 16.857142857142858, 18.428571428571427, 19.0, 21.142857142857142, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.7142857142857142, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.5714285714285714, 0.5714285714285714, 2.142857142857143, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted throughout the timeline. Reviews for the \"Kindle Store\" appear intermittently, primarily clustered around the 1.71 to 2.29 week mark and again at the 16.0 week mark. A single review for \"Clothing Shoes and Jewelry\" occurs around the 8.71 week mark, indicating a brief diversification in review categories. Overall, the trend indicates a strong preference for books, with reviews predominantly submitted in the earlier weeks and continuing steadily throughout the timeline." }, { "dim_process": 18, "seq_idx": 580, "seq_len": 50, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.0, 1.1428571428571428, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 3.0, 3.142857142857143, 4.857142857142857, 5.285714285714286, 5.857142857142857, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.571428571428571, 7.714285714285714, 8.428571428571429, 8.857142857142858, 9.857142857142858, 10.428571428571429, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.714285714285714, 15.142857142857142, 15.428571428571429, 15.714285714285714, 16.0, 16.142857142857142, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.285714285714285, 17.428571428571427, 18.142857142857142, 22.285714285714285, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 1.0, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 4.142857142857143, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 6 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Industrial and Scientific" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted consistently over the first 18 weeks. A notable shift occurs around week 8, where a review for the \"Kindle Store\" is submitted, but the majority of reviews continue to be for books. After week 18, there is a significant gap before reviews for \"Clothing Shoes and Jewelry\" and \"Industrial and Scientific\" are submitted simultaneously at week 22. Overall, the trend indicates a concentrated interest in books early on, followed by a diversification into other categories after a notable pause." }, { "dim_process": 18, "seq_idx": 581, "seq_len": 45, "time_since_start": [ 0.0, 0.0, 0.0, 2.0, 2.0, 5.142857142857143, 6.142857142857143, 6.142857142857143, 7.0, 7.0, 7.428571428571429, 8.285714285714286, 10.571428571428571, 10.571428571428571, 10.571428571428571, 12.0, 12.857142857142858, 13.571428571428571, 14.142857142857142, 14.857142857142858, 16.0, 16.714285714285715, 17.0, 17.142857142857142, 18.0, 18.714285714285715, 18.857142857142858, 18.857142857142858, 19.285714285714285, 20.285714285714285, 20.285714285714285, 20.857142857142858, 21.285714285714285, 21.571428571428573, 21.857142857142858, 21.857142857142858, 23.0, 23.0, 23.0, 23.0, 23.142857142857142, 23.285714285714285, 24.0, 25.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 2.0, 0.0, 3.142857142857143, 1.0, 0.0, 0.8571428571428571, 0.0, 0.42857142857142855, 0.8571428571428571, 2.2857142857142856, 0.0, 0.0, 1.4285714285714286, 0.8571428571428571, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.0, 0.42857142857142855, 1.0, 0.0, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 1.1428571428571428, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.2857142857142858, 0.0 ], "type_event": [ 15, 14, 11, 15, 11, 11, 13, 11, 13, 15, 15, 15, 15, 3, 14, 15, 11, 15, 15, 15, 1, 15, 11, 12, 11, 11, 15, 3, 11, 11, 15, 15, 12, 11, 15, 9, 15, 6, 7, 8, 15, 15, 11, 0, 15 ], "type_text": [ "Clothing Shoes and Jewelry", "Movies and TV", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Patio Lawn and Garden", "Home and Kitchen", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Movies and TV", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Office Products", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Grocery and Gourmet Food", "Toys and Games", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a cluster of reviews in the categories of Clothing Shoes and Jewelry, Movies and TV, and Home and Kitchen, all submitted within the first two weeks. As time progresses, there is a notable increase in reviews for Home and Kitchen, particularly around weeks 5 to 20, with several reviews concentrated in this category. Clothing Shoes and Jewelry reviews also appear consistently throughout the timeline, with a significant number occurring between weeks 7 and 24. Other categories, such as Patio Lawn and Garden and Sports and Outdoors, are reviewed less frequently and tend to appear later in the sequence. Overall, the pattern shows a strong emphasis on Clothing Shoes and Jewelry and Home and Kitchen, with a gradual diversification into other categories over time." }, { "dim_process": 18, "seq_idx": 582, "seq_len": 44, "time_since_start": [ 0.0, 2.2857142857142856, 2.5714285714285716, 4.142857142857143, 5.428571428571429, 6.142857142857143, 6.428571428571429, 9.857142857142858, 10.714285714285714, 10.857142857142858, 11.571428571428571, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.0, 13.142857142857142, 13.714285714285714, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 15.0, 15.285714285714286, 15.285714285714286, 15.428571428571429, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.428571428571427, 16.571428571428573, 17.142857142857142, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.857142857142858, 18.0, 18.285714285714285, 20.571428571428573, 21.428571428571427, 23.285714285714285, 23.571428571428573, 23.857142857142858 ], "time_since_last_event": [ 0.0, 2.2857142857142856, 0.2857142857142857, 1.5714285714285714, 1.2857142857142858, 0.7142857142857143, 0.2857142857142857, 3.4285714285714284, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 2.2857142857142856, 0.8571428571428571, 1.8571428571428572, 0.2857142857142857, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews clustered in the early weeks. As time progresses, there is a noticeable introduction of reviews in the \"Kindle Store,\" which starts to appear more frequently around the 9-week mark. The reviews for \"Books\" continue to be submitted consistently, with some overlap with \"Kindle Store\" reviews, particularly in the later weeks. Overall, the trend shows an initial concentration on books, followed by an increasing engagement with the Kindle Store as time advances." }, { "dim_process": 18, "seq_idx": 583, "seq_len": 40, "time_since_start": [ 0.0, 1.0, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142, 2.0, 2.5714285714285716, 3.2857142857142856, 3.2857142857142856, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.0, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.857142857142857, 7.285714285714286, 8.571428571428571, 8.714285714285714, 9.428571428571429, 10.0, 11.428571428571429, 11.857142857142858, 12.571428571428571, 12.714285714285714, 13.0, 13.428571428571429, 13.857142857142858, 14.142857142857142, 16.0, 16.857142857142858, 17.0, 17.142857142857142, 23.0 ], "time_since_last_event": [ 0.0, 1.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 1.2857142857142858, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 1.4285714285714286, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 1.8571428571428572, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 5.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 12, 11, 7, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 6 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Industrial and Scientific" ], "description": "The sequence of product reviews shows a strong initial focus on the \"Books\" category, with multiple reviews concentrated in the first few weeks. After a period of consistent book reviews, there is a notable diversification of categories around the 3.86-week mark, where reviews for \"Kindle Store,\" \"Sports and Outdoors,\" \"Home and Kitchen,\" and \"Grocery and Gourmet Food\" occur simultaneously. Following this diversification, the user returns to reviewing books predominantly, with a few reviews for \"Kindle Store\" appearing again later. The sequence concludes with a single review in the \"Industrial and Scientific\" category, indicating a shift to a less frequently reviewed category after a lengthy period of book reviews. Overall, the trend shows a strong emphasis on books, with brief interludes into other categories before returning to books." }, { "dim_process": 18, "seq_idx": 584, "seq_len": 48, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 1.0, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.428571428571429, 5.714285714285714, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.0, 8.0, 8.857142857142858, 9.0, 9.857142857142858, 10.0, 10.285714285714286, 11.0, 12.0, 12.142857142857142, 12.714285714285714, 13.142857142857142, 13.857142857142858, 14.0, 14.857142857142858, 15.0, 16.0, 16.142857142857142, 16.285714285714285, 17.0, 17.285714285714285, 17.857142857142858, 18.0, 19.428571428571427, 20.857142857142858, 21.0, 21.142857142857142, 21.571428571428573, 22.0, 22.857142857142858, 23.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.4285714285714286, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user consists exclusively of reviews for books, with all entries occurring within a continuous time frame. The reviews are submitted frequently in the initial weeks, with a noticeable clustering of events during the first 24 weeks. The frequency of reviews appears to decrease slightly over time, with more reviews concentrated in the earlier weeks and fewer reviews submitted as the sequence progresses. Overall, the trend indicates a sustained interest in reviewing books, primarily in the initial stages of the timeline." }, { "dim_process": 18, "seq_idx": 585, "seq_len": 48, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.7142857142857144, 4.285714285714286, 4.571428571428571, 4.857142857142857, 4.857142857142857, 5.142857142857143, 5.714285714285714, 6.0, 6.142857142857143, 6.142857142857143, 6.857142857142857, 7.571428571428571, 7.714285714285714, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.142857142857142, 9.571428571428571, 9.857142857142858, 10.285714285714286, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.571428571428571, 12.0, 12.714285714285714, 12.857142857142858, 13.571428571428571, 13.857142857142858, 14.0, 14.857142857142858, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.714285714285715, 17.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.0, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a significant number of reviews submitted over time. The reviews predominantly cluster within the first 17 weeks, with a few instances of reviews for the \"Kindle Store\" occurring around weeks 4 and 6. The frequency of reviews remains relatively steady, with no noticeable spikes or drops, indicating a continuous engagement with the \"Books\" category throughout the entire period." }, { "dim_process": 18, "seq_idx": 586, "seq_len": 68, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 2.142857142857143, 2.142857142857143, 3.142857142857143, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.285714285714286, 4.571428571428571, 4.571428571428571, 4.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.714285714285714, 7.0, 7.714285714285714, 7.714285714285714, 8.0, 8.285714285714286, 8.285714285714286, 9.0, 9.285714285714286, 9.428571428571429, 9.428571428571429, 9.428571428571429, 11.142857142857142, 11.428571428571429, 11.428571428571429, 11.857142857142858, 12.0, 14.142857142857142, 14.714285714285714, 15.0, 15.428571428571429, 15.428571428571429, 15.857142857142858, 15.857142857142858, 16.142857142857142, 16.142857142857142, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.857142857142858, 18.142857142857142, 18.714285714285715, 18.714285714285715, 19.571428571428573, 19.571428571428573, 20.571428571428573, 20.571428571428573, 20.571428571428573, 20.714285714285715, 20.714285714285715, 21.285714285714285, 22.714285714285715, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 1.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.0, 1.0, 0.0, 0.0, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 1.7142857142857142, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 2.142857142857143, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 0.0, 0.14285714285714285, 1.2857142857142858, 0.5714285714285714, 0.0, 0.8571428571428571, 0.0, 1.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 1.4285714285714286, 0.0 ], "type_event": [ 10, 0, 11, 14, 10, 9, 14, 11, 14, 10, 10, 4, 14, 10, 14, 11, 7, 7, 14, 9, 1, 10, 10, 14, 0, 8, 0, 7, 8, 8, 14, 8, 8, 1, 1, 14, 8, 1, 1, 14, 1, 1, 5, 5, 5, 5, 4, 4, 12, 1, 5, 13, 1, 5, 5, 14, 4, 12, 11, 12, 6, 12, 11, 12, 11, 11, 11, 14 ], "type_text": [ "Books", "Other", "Home and Kitchen", "Movies and TV", "Books", "Office Products", "Movies and TV", "Home and Kitchen", "Movies and TV", "Books", "Books", "Electronics", "Movies and TV", "Books", "Movies and TV", "Home and Kitchen", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Movies and TV", "Office Products", "Tools and Home Improvement", "Books", "Books", "Movies and TV", "Other", "Toys and Games", "Other", "Grocery and Gourmet Food", "Toys and Games", "Toys and Games", "Movies and TV", "Toys and Games", "Toys and Games", "Tools and Home Improvement", "Tools and Home Improvement", "Movies and TV", "Toys and Games", "Tools and Home Improvement", "Tools and Home Improvement", "Movies and TV", "Tools and Home Improvement", "Tools and Home Improvement", "Automotive", "Automotive", "Automotive", "Automotive", "Electronics", "Electronics", "Sports and Outdoors", "Tools and Home Improvement", "Automotive", "Patio Lawn and Garden", "Tools and Home Improvement", "Automotive", "Automotive", "Movies and TV", "Electronics", "Sports and Outdoors", "Home and Kitchen", "Sports and Outdoors", "Industrial and Scientific", "Sports and Outdoors", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Movies and TV" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Books, Other, Home and Kitchen, and Movies and TV, all submitted within the first week. Over time, there is a noticeable increase in the frequency of Movies and TV reviews, particularly around the 2 to 3-week mark, alongside a gradual emergence of Grocery and Gourmet Food reviews. As the timeline progresses, Tools and Home Improvement reviews cluster around the 9 to 12-week period, while Automotive reviews appear prominently between the 14 to 16-week range. Towards the end of the sequence, there is a resurgence of Home and Kitchen reviews, indicating a shift in focus back to this category." }, { "dim_process": 18, "seq_idx": 587, "seq_len": 45, "time_since_start": [ 0.0, 0.8571428571428571, 1.4285714285714286, 2.0, 2.7142857142857144, 3.0, 3.2857142857142856, 3.4285714285714284, 4.285714285714286, 4.857142857142857, 5.142857142857143, 5.285714285714286, 6.0, 6.285714285714286, 6.428571428571429, 7.714285714285714, 8.857142857142858, 9.285714285714286, 9.857142857142858, 10.0, 10.285714285714286, 10.571428571428571, 11.0, 11.142857142857142, 11.857142857142858, 12.0, 12.285714285714286, 13.0, 13.285714285714286, 13.428571428571429, 14.428571428571429, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 15.857142857142858, 16.142857142857142, 16.857142857142858, 17.0, 17.142857142857142, 17.857142857142858, 18.285714285714285, 20.857142857142858, 23.0, 25.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 1.1428571428571428, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 2.5714285714285716, 2.142857142857143, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews is characterized by a consistent focus on the \"Books\" category, with reviews submitted at regular intervals throughout the timeline. The reviews begin at week zero and continue steadily, with a notable increase in frequency observed in the early weeks, followed by a more spaced-out pattern in the later weeks. There are clusters of reviews occurring primarily in the first half of the timeline, with fewer submissions noted as the sequence progresses, indicating a trend of higher activity initially that tapers off over time." }, { "dim_process": 18, "seq_idx": 588, "seq_len": 44, "time_since_start": [ 0.0, 0.7142857142857143, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.7142857142857144, 3.0, 3.142857142857143, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.0, 6.714285714285714, 7.285714285714286, 7.714285714285714, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.857142857142858, 10.0, 10.714285714285714, 11.0, 11.142857142857142, 11.857142857142858, 12.0, 13.142857142857142, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.285714285714286, 14.714285714285714, 15.0, 15.714285714285714, 16.714285714285715, 17.0, 17.142857142857142, 17.285714285714285, 17.714285714285715, 18.857142857142858, 19.142857142857142, 19.857142857142858, 22.0, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 1.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.7142857142857142, 0.5714285714285714, 0.42857142857142855, 1.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 2.142857142857143, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user consists exclusively of reviews for books, with no variation in category. The reviews are consistently submitted over a span of time, with a notable clustering of reviews occurring in the earlier weeks, particularly within the first 18 weeks. After this initial period, the frequency of reviews appears to decrease, with fewer submissions noted in the later weeks. Overall, the trend shows a high volume of reviews concentrated in the initial weeks, followed by a gradual decline in activity as time progresses." }, { "dim_process": 18, "seq_idx": 589, "seq_len": 60, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.8571428571428572, 2.0, 2.4285714285714284, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 4.571428571428571, 5.142857142857143, 5.571428571428571, 5.857142857142857, 6.0, 6.285714285714286, 6.285714285714286, 7.0, 7.285714285714286, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.857142857142858, 10.0, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.714285714285714, 10.857142857142858, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.428571428571429, 13.0, 13.142857142857142, 13.285714285714286, 13.857142857142858, 14.0, 14.714285714285714, 15.0, 15.142857142857142, 15.428571428571429, 15.428571428571429, 16.0, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.428571428571427, 18.714285714285715, 18.857142857142858, 19.0, 20.571428571428573, 21.428571428571427, 23.285714285714285, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.8571428571428571, 1.8571428571428572, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions occurring over time. Initially, reviews are submitted frequently in the first few weeks, primarily focused on books, with a few instances of reviews for the Kindle Store appearing around the 6-week mark and again at the 10-week and 15-week marks. The frequency of book reviews remains high throughout the sequence, with a noticeable cluster of reviews occurring in the later weeks, particularly between the 10 to 20-week range, indicating sustained engagement with book products. Overall, the reviews show a strong preference for books, with Kindle Store reviews appearing intermittently." }, { "dim_process": 18, "seq_idx": 590, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.1428571428571428, 1.8571428571428572, 2.142857142857143, 2.5714285714285716, 3.0, 3.142857142857143, 3.4285714285714284, 4.428571428571429, 5.0, 5.142857142857143, 5.428571428571429, 5.714285714285714, 7.0, 7.285714285714286, 8.285714285714286, 9.0, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.0, 10.428571428571429, 11.0, 11.285714285714286, 12.714285714285714, 13.571428571428571, 14.0, 14.142857142857142, 15.142857142857142, 15.285714285714286, 16.0, 16.142857142857142, 16.428571428571427, 16.714285714285715, 17.285714285714285, 18.428571428571427, 19.0, 19.428571428571427, 23.142857142857142, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 1.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 1.4285714285714286, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.5714285714285714, 0.42857142857142855, 3.7142857142857144, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews categorized as \"Books,\" with all entries falling within a continuous timeline. The reviews are submitted consistently over time, with a noticeable clustering of reviews occurring in the earlier weeks, particularly within the first 10 weeks. As time progresses, the frequency of reviews appears to decrease, with fewer submissions noted in the later weeks, particularly after the 20-week mark. Overall, the pattern indicates a strong initial engagement with the \"Books\" category that gradually tapers off." }, { "dim_process": 18, "seq_idx": 591, "seq_len": 41, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.714285714285714, 8.857142857142858, 9.0, 9.714285714285714, 10.714285714285714, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.857142857142858, 15.285714285714286, 16.285714285714285, 18.0, 18.285714285714285, 23.857142857142858, 24.0, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.0, 2.857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 3.4285714285714284, 1.0, 1.7142857142857142, 0.2857142857142857, 5.571428571428571, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 14, 14, 9, 10, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14 ], "type_text": [ "Movies and TV", "Movies and TV", "Office Products", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews predominantly features a strong focus on the \"Movies and TV\" category, with the majority of reviews submitted in this category throughout the timeline. Initial reviews are more varied, including \"Office Products\" and \"Books,\" but these are quickly overshadowed by the consistent submission of \"Movies and TV\" reviews starting from the first week. Over time, there is a noticeable clustering of reviews within the \"Movies and TV\" category, particularly in the early weeks and again in later weeks, indicating a sustained interest in this category over an extended period. The frequency of reviews appears to increase significantly after the initial submissions, with a consistent pattern of reviews occurring at regular intervals." }, { "dim_process": 18, "seq_idx": 592, "seq_len": 44, "time_since_start": [ 0.0, 0.0, 0.7142857142857143, 1.0, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.0, 3.7142857142857144, 3.7142857142857144, 4.0, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.714285714285714, 5.714285714285714, 12.857142857142858, 13.0, 13.0, 16.285714285714285, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.0, 17.285714285714285, 17.571428571428573, 18.0, 18.142857142857142, 18.285714285714285, 18.571428571428573, 18.571428571428573, 19.0, 19.142857142857142, 19.571428571428573, 19.714285714285715, 20.571428571428573, 21.142857142857142, 23.142857142857142, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 7.142857142857143, 0.14285714285714285, 0.0, 3.2857142857142856, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 2.0, 2.4285714285714284 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16, 16, 10, 10, 8, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Toys and Games", "Books" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with multiple reviews submitted in the first few weeks. As time progresses, the user continues to submit reviews for \"Books,\" but there are also periodic entries for the \"Kindle Store,\" particularly noticeable around the 2-week, 5-week, and 19-week marks. After a significant gap, reviews resume with a mix of \"Books\" and \"Kindle Store\" entries, with a notable shift to \"Toys and Games\" occurring later in the timeline. Overall, the reviews for \"Books\" dominate the earlier part of the sequence, while \"Kindle Store\" reviews appear intermittently, and \"Toys and Games\" is introduced towards the end." }, { "dim_process": 18, "seq_idx": 593, "seq_len": 90, "time_since_start": [ 0.0, 0.0, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.5714285714285716, 3.857142857142857, 3.857142857142857, 3.857142857142857, 4.0, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.285714285714286, 6.285714285714286, 6.428571428571429, 6.571428571428571, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.285714285714286, 8.428571428571429, 8.571428571428571, 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0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.0, 0.0, 1.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.2857142857142858, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 10, 7, 10, 4, 10, 16, 7, 7, 14, 10, 16, 10, 10, 16, 14, 7, 10, 10, 10, 10, 10, 16, 10, 16, 7, 10, 12, 10, 10, 10, 7, 16, 10, 15, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 7, 10, 10, 16, 10, 10, 10, 8, 10, 10, 16, 10, 14, 10, 10, 10, 16, 16, 10, 16, 10, 14, 10, 7, 0, 10, 16, 10, 14, 0, 10, 7, 10, 14, 14, 7, 7, 0, 7, 14, 7, 10, 11, 0, 7, 16 ], "type_text": [ "Books", "Grocery and Gourmet Food", "Books", "Electronics", "Books", "Kindle Store", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Movies and TV", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Movies and TV", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Grocery and Gourmet Food", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Grocery and Gourmet Food", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Grocery and Gourmet Food", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Kindle Store", "Books", "Movies and TV", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Movies and TV", "Books", "Grocery and Gourmet Food", "Other", "Books", "Kindle Store", "Books", "Movies and TV", "Other", "Books", "Grocery and Gourmet Food", "Books", "Movies and TV", "Movies and TV", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Other", "Grocery and Gourmet Food", "Movies and TV", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Other", "Grocery and Gourmet Food", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which appears frequently throughout the timeline, especially in the early weeks. The \"Grocery and Gourmet Food\" category is also prevalent, with multiple entries clustered around the second and later weeks. \"Kindle Store\" reviews emerge prominently after the initial weeks and continue to appear regularly. Other categories like \"Movies and TV\" and \"Sports and Outdoors\" are less frequent but still contribute to the overall pattern, with \"Movies and TV\" reviews becoming more common in the later weeks. The reviews exhibit a trend of clustering around specific periods, particularly for \"Books\" and \"Grocery and Gourmet Food.\"" }, { "dim_process": 18, "seq_idx": 594, "seq_len": 54, "time_since_start": [ 0.0, 0.0, 0.7142857142857143, 1.2857142857142858, 2.4285714285714284, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 4.0, 4.142857142857143, 4.571428571428571, 4.857142857142857, 4.857142857142857, 5.0, 5.142857142857143, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.428571428571429, 7.0, 7.285714285714286, 7.714285714285714, 8.285714285714286, 8.428571428571429, 8.857142857142858, 8.857142857142858, 9.285714285714286, 9.857142857142858, 10.0, 10.428571428571429, 10.428571428571429, 11.142857142857142, 11.857142857142858, 12.142857142857142, 12.428571428571429, 15.0, 15.142857142857142, 15.571428571428571, 15.857142857142858, 16.0, 16.142857142857142, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.428571428571427, 17.714285714285715, 18.428571428571427, 20.571428571428573, 21.428571428571427, 22.571428571428573, 23.571428571428573, 24.857142857142858, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.7142857142857143, 0.5714285714285714, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.0, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 2.5714285714285716, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 2.142857142857143, 0.8571428571428571, 1.1428571428571428, 1.0, 1.2857142857142858, 0.7142857142857143 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 16, 16, 16, 10, 10, 16, 16, 16, 16, 10, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on Books, with the initial reviews clustered closely together in the first few weeks. As time progresses, the frequency of reviews remains high, with a notable presence of both Books and Kindle Store reviews. The pattern shows that Book reviews dominate the early and middle parts of the timeline, while Kindle Store reviews become more frequent in the later weeks. There are periods where reviews of both categories occur simultaneously, indicating a mix of interests, but the overall trend suggests a gradual increase in Kindle Store reviews as time goes on." }, { "dim_process": 18, "seq_idx": 595, "seq_len": 58, "time_since_start": [ 0.0, 0.14285714285714285, 1.4285714285714286, 1.4285714285714286, 2.5714285714285716, 2.5714285714285716, 2.857142857142857, 3.0, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.0, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.0, 5.142857142857143, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.285714285714286, 6.571428571428571, 7.0, 7.285714285714286, 7.285714285714286, 7.714285714285714, 8.0, 8.285714285714286, 9.142857142857142, 9.142857142857142, 9.285714285714286, 11.0, 11.0, 12.142857142857142, 12.142857142857142, 12.571428571428571, 15.714285714285714, 16.714285714285715, 16.714285714285715, 17.857142857142858, 18.428571428571427, 19.571428571428573, 20.285714285714285, 20.714285714285715, 21.428571428571427, 21.714285714285715, 22.285714285714285, 22.285714285714285, 22.714285714285715, 22.857142857142858, 23.428571428571427, 24.285714285714285, 24.571428571428573, 24.714285714285715, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.2857142857142858, 0.0, 1.1428571428571428, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.0, 0.14285714285714285, 1.7142857142857142, 0.0, 1.1428571428571428, 0.0, 0.42857142857142855, 3.142857142857143, 1.0, 0.0, 1.1428571428571428, 0.5714285714285714, 1.1428571428571428, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.0 ], "type_event": [ 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16, 16, 10, 16, 10, 10, 10, 16, 16, 16, 10, 16, 10, 16, 10, 16, 10, 10, 16, 16, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 16, 10, 16, 10, 10, 16, 16, 16, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with multiple reviews submitted in the first few weeks. As time progresses, there is a noticeable introduction of reviews for the \"Kindle Store,\" which starts to appear more frequently alongside \"Books.\" Over the course of the timeline, reviews for \"Books\" and \"Kindle Store\" tend to cluster together, particularly in the middle and later periods, indicating a consistent engagement with both categories. Towards the end of the sequence, there is a slight increase in the frequency of reviews for \"Kindle Store,\" suggesting a growing interest in that category relative to \"Books.\"" }, { "dim_process": 18, "seq_idx": 596, "seq_len": 78, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.1428571428571428, 1.8571428571428572, 2.142857142857143, 3.0, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.0, 7.142857142857143, 7.571428571428571, 8.142857142857142, 8.285714285714286, 8.857142857142858, 9.0, 9.142857142857142, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.0, 11.142857142857142, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.857142857142858, 14.142857142857142, 14.428571428571429, 15.0, 15.571428571428571, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.857142857142858, 17.0, 17.285714285714285, 17.857142857142858, 18.285714285714285, 18.428571428571427, 18.857142857142858, 19.0, 19.142857142857142, 20.142857142857142, 21.0, 21.285714285714285, 22.142857142857142, 22.285714285714285, 23.0, 24.857142857142858, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.0, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 1.8571428571428572, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted in this category throughout the entire timeline. There is a notable singular occurrence of a review in the \"Kindle Store\" category, which appears at two separate points but is overshadowed by the overwhelming number of \"Books\" reviews. The reviews are submitted at regular intervals, particularly in the earlier weeks, with a gradual increase in the frequency of reviews over time, suggesting a sustained engagement with the product category. Overall, the pattern indicates a strong and continuous preference for books, with minimal diversification into other categories." }, { "dim_process": 18, "seq_idx": 597, "seq_len": 45, "time_since_start": [ 0.0, 1.0, 1.2857142857142858, 2.5714285714285716, 3.0, 3.2857142857142856, 4.285714285714286, 4.428571428571429, 5.0, 5.285714285714286, 5.714285714285714, 8.0, 8.285714285714286, 8.571428571428571, 9.0, 9.142857142857142, 9.714285714285714, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.571428571428571, 11.714285714285714, 12.0, 12.142857142857142, 12.428571428571429, 12.571428571428571, 13.0, 13.142857142857142, 13.857142857142858, 14.857142857142858, 15.285714285714286, 15.428571428571429, 15.571428571428571, 16.142857142857142, 16.571428571428573, 16.714285714285715, 17.142857142857142, 17.428571428571427, 17.714285714285715, 18.0, 18.857142857142858, 19.0, 20.285714285714285, 20.714285714285715 ], "time_since_last_event": [ 0.0, 1.0, 0.2857142857142857, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 1.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 2.2857142857142856, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable concentration of reviews occurring within the first 20 weeks. The reviews start at week 0 and continue to be submitted regularly, with a slight increase in frequency observed in the early weeks. A single review for the \"Kindle Store\" appears at week 13, but the predominant trend remains the submission of book reviews throughout the timeline, with no significant clustering of different event types. Overall, the user predominantly engages with the \"Books\" category, maintaining a steady review pattern over time." }, { "dim_process": 18, "seq_idx": 598, "seq_len": 56, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 1.7142857142857142, 2.0, 2.4285714285714284, 3.142857142857143, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 4.0, 4.428571428571429, 4.857142857142857, 5.857142857142857, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 6.857142857142857, 7.142857142857143, 8.0, 8.142857142857142, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.714285714285714, 9.857142857142858, 10.428571428571429, 10.714285714285714, 10.714285714285714, 11.0, 11.857142857142858, 13.142857142857142, 14.0, 15.0, 15.285714285714286, 15.857142857142858, 15.857142857142858, 16.428571428571427, 16.857142857142858, 17.142857142857142, 17.142857142857142, 17.571428571428573, 17.714285714285715, 18.428571428571427, 18.571428571428573, 19.428571428571427, 19.714285714285715, 22.857142857142858, 23.571428571428573, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.2857142857142857, 0.8571428571428571, 1.2857142857142858, 0.8571428571428571, 1.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 3.142857142857143, 0.7142857142857143, 1.4285714285714286 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 4, 16, 10, 16, 10, 10, 10, 14, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 3, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 16, 16, 16, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which appears consistently throughout the timeline, particularly in the earlier weeks. Reviews for the \"Kindle Store\" and \"Electronics\" categories occur less frequently and are primarily clustered around the second and third weeks, with a noticeable increase in \"Kindle Store\" reviews in the later weeks. The \"Movies and TV\" category appears only once, while the \"Arts Crafts and Sewing\" category is reviewed in a single instance. Overall, the trend indicates a strong preference for books, with other categories appearing sporadically." }, { "dim_process": 18, "seq_idx": 599, "seq_len": 52, "time_since_start": [ 0.0, 0.8571428571428571, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 6.0, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.0, 7.285714285714286, 7.857142857142857, 9.0, 9.142857142857142, 10.0, 10.142857142857142, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.0, 11.857142857142858, 12.0, 12.285714285714286, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.857142857142858, 14.142857142857142, 14.428571428571429, 15.0, 15.857142857142858, 16.0, 17.0, 17.142857142857142, 18.0, 20.0, 20.285714285714285, 21.0, 22.0, 22.142857142857142, 23.857142857142858, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 1.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 1.0, 0.14285714285714285, 0.8571428571428571, 2.0, 0.2857142857142857, 0.7142857142857143, 1.0, 0.14285714285714285, 1.7142857142857142, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, with all entries categorized under this type. The reviews are submitted consistently over a period of time, with a noticeable clustering of entries occurring in the initial weeks. As time progresses, the frequency of reviews remains steady, with occasional gaps, indicating a sustained interest in reviewing books throughout the entire timeline. There are no shifts in the review category, as all reviews are consistently focused on books." }, { "dim_process": 18, "seq_idx": 600, "seq_len": 64, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.0, 1.1428571428571428, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.857142857142857, 4.142857142857143, 4.714285714285714, 5.0, 5.142857142857143, 5.285714285714286, 5.571428571428571, 6.142857142857143, 6.428571428571429, 6.714285714285714, 7.0, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.571428571428571, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.714285714285714, 11.714285714285714, 12.0, 12.142857142857142, 12.285714285714286, 13.571428571428571, 13.714285714285714, 13.714285714285714, 14.142857142857142, 14.857142857142858, 15.0, 15.428571428571429, 16.0, 16.857142857142858, 17.142857142857142, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.571428571428573, 19.571428571428573, 20.714285714285715, 21.0, 21.142857142857142, 21.571428571428573, 22.714285714285715, 23.571428571428573, 24.142857142857142, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.0, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285 ], "type_event": [ 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing books, with Kindle Store reviews interspersed throughout. Most reviews occur within the first few weeks, with a notable concentration of book reviews in the early stages. As time progresses, there are periodic clusters of Kindle Store reviews, particularly around the 6-week mark and again towards the end of the sequence. 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"type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", 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The reviews for \"Kindle Store\" appear infrequently, primarily clustered around the first and later weeks, suggesting a secondary interest in digital content. Most reviews occur within the first 25 weeks, with a notable concentration of \"Books\" reviews throughout the entire timeline, indicating a sustained engagement with this category. The timing of the \"Kindle Store\" reviews suggests they are less frequent and appear more sporadically compared to the continuous stream of \"Books\" reviews." }, { "dim_process": 18, "seq_idx": 602, "seq_len": 46, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 13.714285714285714, 13.714285714285714, 13.714285714285714, 13.714285714285714, 13.714285714285714, 13.714285714285714, 14.428571428571429, 14.428571428571429, 14.428571428571429, 14.428571428571429, 14.571428571428571, 14.571428571428571, 14.571428571428571, 14.571428571428571, 14.571428571428571, 14.571428571428571, 14.571428571428571, 14.571428571428571, 16.0, 16.0, 16.0, 20.285714285714285, 20.285714285714285, 20.285714285714285, 20.285714285714285, 21.142857142857142, 21.142857142857142, 21.142857142857142, 21.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.2857142857142856, 0.0, 0.0, 0.0, 0.0, 11.428571428571429, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 4.285714285714286, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0 ], "type_event": [ 17, 9, 10, 7, 11, 2, 12, 0, 15, 5, 8, 3, 15, 8, 3, 2, 1, 0, 15, 11, 0, 2, 4, 4, 2, 1, 3, 15, 11, 9, 1, 0, 4, 2, 0, 7, 11, 13, 7, 15, 1, 0, 7, 11, 0, 2 ], "type_text": [ "Cell Phones and Accessories", "Office Products", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Pet Supplies", "Sports and Outdoors", "Other", "Clothing Shoes and Jewelry", "Automotive", "Toys and Games", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Toys and Games", "Arts Crafts and Sewing", "Pet Supplies", "Tools and Home Improvement", "Other", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Pet Supplies", "Electronics", "Electronics", "Pet Supplies", "Tools and Home Improvement", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Home and Kitchen", "Office Products", "Tools and Home Improvement", "Other", "Electronics", "Pet Supplies", "Other", "Grocery and Gourmet Food", "Home and Kitchen", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Other", "Grocery and Gourmet Food", "Home and Kitchen", "Other", "Pet Supplies" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first week, indicating a broad interest in various products. After a gap of approximately two weeks, there is a cluster of reviews primarily focused on clothing, toys, and arts and crafts. A significant pause occurs before a new set of reviews emerges around week 13, which includes multiple categories, particularly electronics and home goods. Following this, reviews continue to be submitted across various categories, with notable activity around grocery and gourmet food in the later weeks, suggesting a shift in focus towards food-related products as time progresses." }, { "dim_process": 18, "seq_idx": 603, "seq_len": 42, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.4285714285714286, 2.0, 2.0, 2.7142857142857144, 3.0, 3.2857142857142856, 4.857142857142857, 4.857142857142857, 5.285714285714286, 5.571428571428571, 6.428571428571429, 6.571428571428571, 7.0, 7.0, 7.142857142857143, 7.714285714285714, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.571428571428571, 9.571428571428571, 9.714285714285714, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.142857142857142, 11.571428571428571, 12.0, 12.285714285714286, 12.714285714285714, 13.0, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.0, 16.142857142857142, 19.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.0, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 0.0, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 2.142857142857143, 2.857142857142857 ], "type_event": [ 10, 10, 10, 0, 1, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 1, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10 ], "type_text": [ "Books", "Books", "Books", "Other", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. After a consistent pattern of \"Books\" reviews, there are brief interludes featuring \"Other\" and \"Tools and Home Improvement\" categories around the two-week mark. The frequency of \"Books\" reviews continues to dominate the sequence, with a notable peak around the 7 to 13-week period, before tapering off slightly. Towards the end of the sequence, reviews for \"Clothing Shoes and Jewelry\" appear, indicating a shift in focus, while \"Books\" remains the most reviewed category throughout the entire timeline." }, { "dim_process": 18, "seq_idx": 604, "seq_len": 55, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 4.142857142857143, 4.285714285714286, 5.0, 5.714285714285714, 6.0, 6.285714285714286, 6.285714285714286, 6.857142857142857, 7.142857142857143, 7.428571428571429, 8.142857142857142, 8.142857142857142, 8.571428571428571, 9.142857142857142, 9.428571428571429, 9.714285714285714, 10.142857142857142, 10.285714285714286, 11.0, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.571428571428571, 13.285714285714286, 13.428571428571429, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.428571428571427, 18.0, 18.142857142857142, 19.142857142857142, 22.428571428571427, 25.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 2.0, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.0, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 1.0, 3.2857142857142856, 2.5714285714285716, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a consistent focus on the \"Books\" category, with multiple reviews submitted in quick succession over the first several weeks. After a period of sustained activity in \"Books,\" there is a notable shift around the six-week mark, where reviews for the \"Kindle Store\" begin to appear alongside continued reviews for \"Books.\" The reviews for \"Books\" remain predominant throughout the sequence, with occasional clusters of \"Kindle Store\" reviews occurring later, particularly around the 22-week and 25-week marks. Overall, the trend shows a strong initial emphasis on \"Books,\" with a gradual introduction of \"Kindle Store\" reviews as time progresses." }, { "dim_process": 18, "seq_idx": 605, "seq_len": 44, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0, 1.1428571428571428, 1.8571428571428572, 2.7142857142857144, 3.0, 3.4285714285714284, 3.7142857142857144, 4.142857142857143, 4.857142857142857, 5.0, 5.142857142857143, 6.0, 6.571428571428571, 7.285714285714286, 7.428571428571429, 8.571428571428571, 9.0, 11.0, 11.142857142857142, 12.714285714285714, 13.142857142857142, 13.285714285714286, 13.857142857142858, 14.285714285714286, 14.714285714285714, 15.142857142857142, 15.285714285714286, 15.428571428571429, 16.0, 16.428571428571427, 16.714285714285715, 17.0, 17.285714285714285, 17.571428571428573, 18.0, 20.0, 20.285714285714285, 21.285714285714285, 21.571428571428573, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 2.0, 0.14285714285714285, 1.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 2.0, 0.2857142857142857, 1.0, 0.2857142857142857, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 16, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews clustered in the early weeks. Reviews for the \"Kindle Store\" category appear less frequently and tend to occur at intervals, often following clusters of \"Books\" reviews. Over time, there is a gradual increase in the frequency of \"Kindle Store\" reviews, particularly noted around the 20-week mark, while \"Books\" reviews remain consistently high throughout the sequence. Overall, the pattern indicates a strong preference for reviewing books, with the Kindle Store reviews appearing as supplementary events." }, { "dim_process": 18, "seq_idx": 606, "seq_len": 50, "time_since_start": [ 0.0, 0.8571428571428571, 0.8571428571428571, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.7142857142857144, 4.428571428571429, 4.571428571428571, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.285714285714286, 7.571428571428571, 8.571428571428571, 9.428571428571429, 9.714285714285714, 9.714285714285714, 10.571428571428571, 10.714285714285714, 11.142857142857142, 11.285714285714286, 11.428571428571429, 12.0, 12.428571428571429, 13.428571428571429, 13.714285714285714, 14.428571428571429, 14.714285714285714, 15.142857142857142, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.714285714285715, 17.142857142857142, 18.857142857142858, 22.0, 22.142857142857142, 22.857142857142858, 24.714285714285715, 24.857142857142858, 25.0, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.0, 0.8571428571428571, 0.2857142857142857, 0.0, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.7142857142857142, 3.142857142857143, 0.14285714285714285, 0.7142857142857143, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a few entries in the \"Kindle Store.\" The reviews predominantly cluster within the first 18 weeks, with a noticeable peak in frequency between weeks 1 and 18. After this initial period, there is a gradual decline in the frequency of reviews, although reviews continue to be submitted up to week 25. The \"Kindle Store\" reviews appear sporadically, primarily in the earlier part of the sequence, while the majority of entries remain within the \"Books\" category throughout." }, { "dim_process": 18, "seq_idx": 607, "seq_len": 99, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 4.0, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 8.571428571428571, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.285714285714286, 10.571428571428571, 10.714285714285714, 10.857142857142858, 10.857142857142858, 11.0, 11.142857142857142, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.571428571428571, 13.571428571428571, 13.714285714285714, 14.285714285714286, 14.428571428571429, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.0, 15.142857142857142, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.571428571428571, 15.714285714285714, 16.0, 16.714285714285715, 17.285714285714285, 17.428571428571427, 18.428571428571427, 18.571428571428573, 19.0, 19.571428571428573, 20.0, 20.142857142857142, 20.571428571428573, 20.857142857142858, 21.0, 21.142857142857142, 21.142857142857142, 21.857142857142858, 22.285714285714285, 23.571428571428573, 24.285714285714285, 24.571428571428573, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 1.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.42857142857142855, 1.2857142857142858, 0.7142857142857143, 0.2857142857142857, 1.1428571428571428 ], "type_event": [ 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16, 16, 16, 10, 10, 16, 10, 10, 16, 16, 16, 10, 16, 10, 10, 10, 10, 16, 16, 10, 16, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 16, 16, 10, 16, 10, 16, 16, 10, 10, 10, 10, 16, 10, 16, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16, 16, 16, 16, 10, 16, 16, 10, 10, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews for the \"Books\" category, which occur frequently throughout the timeline, particularly in the early weeks. The \"Kindle Store\" reviews also appear consistently but tend to cluster more in the latter part of the sequence. Initially, there is a higher frequency of \"Books\" reviews, but as time progresses, the reviews for \"Kindle Store\" become more prominent, especially after the first few weeks. Overall, there is a noticeable shift from a focus on \"Books\" to an increasing engagement with the \"Kindle Store\" as time advances." }, { "dim_process": 18, "seq_idx": 608, "seq_len": 68, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 1.2857142857142858, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 2.4285714285714284, 2.4285714285714284, 2.7142857142857144, 3.0, 4.285714285714286, 5.285714285714286, 5.285714285714286, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 6.285714285714286, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.714285714285714, 7.571428571428571, 7.571428571428571, 7.857142857142857, 17.714285714285715, 17.714285714285715, 17.714285714285715, 17.714285714285715, 17.714285714285715, 17.714285714285715, 17.714285714285715, 17.714285714285715, 17.857142857142858, 17.857142857142858, 17.857142857142858, 17.857142857142858, 18.285714285714285, 19.571428571428573, 19.571428571428573, 20.0, 20.0, 20.0, 20.0, 20.0, 20.0, 20.571428571428573, 20.571428571428573, 20.571428571428573, 21.428571428571427, 21.428571428571427, 22.428571428571427, 22.428571428571427, 22.428571428571427, 22.428571428571427, 24.0, 24.714285714285715, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.7142857142857143, 0.2857142857142857, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 1.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.2857142857142857, 9.857142857142858, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855, 1.2857142857142858, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.8571428571428571, 0.0, 1.0, 0.0, 0.0, 0.0, 1.5714285714285714, 0.7142857142857143, 0.0 ], "type_event": [ 8, 1, 11, 12, 1, 11, 0, 15, 11, 11, 6, 4, 12, 3, 11, 0, 15, 11, 15, 17, 11, 7, 9, 4, 15, 1, 0, 4, 11, 9, 0, 15, 6, 11, 4, 1, 2, 0, 15, 10, 11, 7, 9, 10, 15, 2, 4, 11, 12, 4, 12, 6, 3, 1, 11, 8, 11, 12, 1, 12, 4, 17, 11, 1, 12, 17, 12, 9 ], "type_text": [ "Toys and Games", "Tools and Home Improvement", "Home and Kitchen", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Industrial and Scientific", "Electronics", "Sports and Outdoors", "Arts Crafts and Sewing", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Home and Kitchen", "Grocery and Gourmet Food", "Office Products", "Electronics", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Other", "Electronics", "Home and Kitchen", "Office Products", "Other", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Pet Supplies", "Other", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Office Products", "Books", "Clothing Shoes and Jewelry", "Pet Supplies", "Electronics", "Home and Kitchen", "Sports and Outdoors", "Electronics", "Sports and Outdoors", "Industrial and Scientific", "Arts Crafts and Sewing", "Tools and Home Improvement", "Home and Kitchen", "Toys and Games", "Home and Kitchen", "Sports and Outdoors", "Tools and Home Improvement", "Sports and Outdoors", "Electronics", "Cell Phones and Accessories", "Home and Kitchen", "Tools and Home Improvement", "Sports and Outdoors", "Cell Phones and Accessories", "Sports and Outdoors", "Office Products" ], "description": "The sequence of product reviews shows an initial cluster of reviews across various categories, primarily in Toys and Games, Tools and Home Improvement, Home and Kitchen, and Sports and Outdoors, all submitted within the first week. As time progresses, there is a noticeable increase in reviews for Home and Kitchen, Electronics, and Clothing Shoes and Jewelry, particularly around the 5 to 7-week mark. A significant gap follows until week 17, where a large cluster of reviews emerges, predominantly in categories like Tools and Home Improvement, Pet Supplies, and Home and Kitchen. The trend continues with a consistent focus on Sports and Outdoors, Electronics, and Tools and Home Improvement in the later weeks, particularly around the 20-week mark." }, { "dim_process": 18, "seq_idx": 609, "seq_len": 58, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.0, 2.857142857142857, 3.0, 4.0, 4.142857142857143, 4.857142857142857, 5.428571428571429, 5.857142857142857, 6.0, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 8.0, 9.0, 9.285714285714286, 10.0, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.0, 11.142857142857142, 12.0, 12.285714285714286, 12.857142857142858, 13.0, 13.428571428571429, 13.857142857142858, 14.0, 14.142857142857142, 15.0, 15.142857142857142, 15.714285714285714, 16.0, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.0, 17.571428571428573, 18.142857142857142, 18.428571428571427, 19.0, 20.285714285714285, 21.428571428571427, 22.0, 23.0, 23.857142857142858, 24.0, 24.571428571428573, 25.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.0, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 1.1428571428571428, 0.5714285714285714, 1.0, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews categorized as \"Books,\" which dominate the timeline with consistent submissions throughout the observed period. A single review in the \"Kindle Store\" category appears shortly after the initial set of book reviews. The reviews cluster heavily in the early weeks, with a gradual continuation of submissions over time, maintaining a steady pace without significant gaps. The frequency of reviews remains high, particularly in the initial weeks, before tapering off slightly but still showing regular activity in later weeks." }, { "dim_process": 18, "seq_idx": 610, "seq_len": 60, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.0, 1.5714285714285714, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.0, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.0, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.0, 5.428571428571429, 6.0, 6.285714285714286, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.142857142857142, 8.714285714285714, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.285714285714286, 11.0, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.714285714285714, 14.857142857142858, 15.285714285714286, 15.857142857142858, 16.0, 16.571428571428573, 16.714285714285715, 17.571428571428573, 18.571428571428573, 19.0, 19.285714285714285, 19.285714285714285, 21.857142857142858, 24.0, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 1.0, 0.42857142857142855, 0.2857142857142857, 0.0, 2.5714285714285716, 2.142857142857143, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a continuous stream of submissions occurring over a period of several weeks. The reviews for books are clustered closely together, particularly in the initial weeks, with a noticeable shift towards the Kindle Store reviews beginning around week 14. After this point, the user continues to submit book reviews, with occasional Kindle Store reviews interspersed. Overall, the trend shows a strong focus on books throughout the timeline, with Kindle Store reviews appearing later in the sequence." }, { "dim_process": 18, "seq_idx": 611, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 1.1428571428571428, 3.142857142857143, 3.142857142857143, 4.857142857142857, 5.0, 6.142857142857143, 7.428571428571429, 7.571428571428571, 8.142857142857142, 8.714285714285714, 9.142857142857142, 9.142857142857142, 9.571428571428571, 9.571428571428571, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.142857142857142, 13.0, 13.142857142857142, 13.142857142857142, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.428571428571429, 16.428571428571427, 17.142857142857142, 17.428571428571427, 17.571428571428573, 19.714285714285715, 21.285714285714285, 22.428571428571427, 22.714285714285715, 23.714285714285715, 23.857142857142858, 24.428571428571427, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 1.1428571428571428, 2.0, 0.0, 1.7142857142857142, 0.14285714285714285, 1.1428571428571428, 1.2857142857142858, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.0, 0.42857142857142855, 0.0, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.8571428571428572, 0.14285714285714285, 0.0, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 2.142857142857143, 1.5714285714285714, 1.1428571428571428, 0.2857142857142857, 1.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857 ], "type_event": [ 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on both the Kindle Store and Books at the very start. Over time, there is a noticeable trend where the majority of reviews are concentrated in the Books category, particularly in the early weeks and continuing consistently throughout the timeline. Reviews for the Kindle Store appear less frequently and are clustered primarily at the beginning and towards the end of the sequence. The frequency of reviews peaks around the 9 to 15-week mark, with a gradual tapering off as the sequence progresses." }, { "dim_process": 18, "seq_idx": 612, "seq_len": 69, "time_since_start": [ 0.0, 0.5714285714285714, 1.0, 1.4285714285714286, 1.8571428571428572, 2.0, 2.4285714285714284, 3.0, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.0, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.0, 11.428571428571429, 11.857142857142858, 12.0, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.428571428571429, 15.714285714285714, 16.142857142857142, 16.285714285714285, 16.571428571428573, 17.142857142857142, 17.428571428571427, 21.571428571428573, 23.285714285714285, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 4.142857142857143, 1.7142857142857142, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily in the \"Books\" category over an extended period. Reviews begin at week 0 and continue steadily, with a notable cluster of submissions occurring in the initial weeks, particularly within the first 15 weeks. As time progresses, the frequency of reviews appears to taper off slightly, with fewer submissions noted in the later weeks, particularly after week 17. Overall, the trend indicates a strong initial engagement with the product category, followed by a gradual decline in review frequency." }, { "dim_process": 18, "seq_idx": 613, "seq_len": 79, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 2.2857142857142856, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 3.0, 3.857142857142857, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.428571428571429, 5.857142857142857, 6.0, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.714285714285714, 7.0, 7.285714285714286, 7.285714285714286, 7.285714285714286, 7.285714285714286, 9.0, 9.285714285714286, 10.0, 10.0, 10.285714285714286, 10.857142857142858, 11.0, 11.428571428571429, 11.571428571428571, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.714285714285714, 12.857142857142858, 13.0, 13.714285714285714, 14.142857142857142, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 15.571428571428571, 15.857142857142858, 17.0, 17.142857142857142, 17.857142857142858, 18.142857142857142, 18.285714285714285, 19.0, 19.571428571428573, 19.714285714285715, 20.428571428571427, 21.142857142857142, 21.285714285714285, 21.428571428571427, 21.714285714285715, 21.714285714285715, 22.0, 22.285714285714285, 22.857142857142858, 23.714285714285715, 23.714285714285715, 23.714285714285715, 24.428571428571427, 25.0 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.0, 1.7142857142857142, 0.2857142857142857, 0.7142857142857143, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.0, 0.0, 0.7142857142857143, 0.5714285714285714 ], "type_event": [ 16, 16, 16, 10, 10, 10, 10, 16, 16, 16, 10, 16, 16, 16, 16, 16, 10, 10, 16, 10, 16, 10, 16, 10, 16, 9, 10, 1, 11, 0, 10, 16, 1, 10, 16, 16, 16, 16, 15, 1, 12, 10, 16, 16, 16, 1, 10, 16, 16, 10, 16, 16, 1, 10, 10, 16, 10, 16, 16, 16, 10, 16, 10, 10, 16, 16, 16, 16, 16, 16, 10, 16, 16, 16, 1, 16, 15, 16, 16 ], "type_text": [ "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Office Products", "Books", "Tools and Home Improvement", "Home and Kitchen", "Other", "Books", "Kindle Store", "Tools and Home Improvement", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Sports and Outdoors", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Tools and Home Improvement", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Tools and Home Improvement", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Tools and Home Improvement", "Kindle Store", "Clothing Shoes and Jewelry", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the Kindle Store, with multiple reviews submitted in the first few weeks. As time progresses, there is a noticeable shift towards reviewing Books, which clusters around the 2 to 7-week mark, followed by a mix of other categories such as Tools and Home Improvement and Office Products around the 7-week mark. The reviews for the Kindle Store continue to appear consistently throughout the timeline, with a significant number of reviews occurring in the later weeks, particularly between weeks 10 and 25. Overall, there is a trend of alternating between the Kindle Store and Books, with other categories appearing sporadically." }, { "dim_process": 18, "seq_idx": 614, "seq_len": 43, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 2.142857142857143, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 4.285714285714286, 4.285714285714286, 4.285714285714286, 5.285714285714286, 5.857142857142857, 8.142857142857142, 8.142857142857142, 8.142857142857142, 8.571428571428571, 8.571428571428571, 8.571428571428571, 9.857142857142858, 9.857142857142858, 10.142857142857142, 11.0, 11.571428571428571, 13.285714285714286, 13.428571428571429, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.285714285714286, 15.714285714285714, 16.0, 16.0, 16.142857142857142, 16.142857142857142, 17.571428571428573, 18.714285714285715, 18.714285714285715, 18.714285714285715, 18.714285714285715, 18.714285714285715, 19.571428571428573, 22.714285714285715, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 1.5714285714285714, 1.4285714285714286, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 1.0, 0.5714285714285714, 2.2857142857142856, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 1.2857142857142858, 0.0, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 1.7142857142857142, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 1.4285714285714286, 1.1428571428571428, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 3.142857142857143, 0.14285714285714285 ], "type_event": [ 10, 17, 7, 11, 10, 9, 11, 7, 15, 9, 7, 7, 0, 15, 7, 9, 7, 3, 10, 17, 7, 7, 7, 10, 11, 9, 10, 9, 17, 12, 13, 3, 12, 1, 13, 11, 9, 13, 3, 1, 11, 11, 4 ], "type_text": [ "Books", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Office Products", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Office Products", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Other", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Office Products", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Books", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Office Products", "Books", "Office Products", "Cell Phones and Accessories", "Sports and Outdoors", "Patio Lawn and Garden", "Arts Crafts and Sewing", "Sports and Outdoors", "Tools and Home Improvement", "Patio Lawn and Garden", "Home and Kitchen", "Office Products", "Patio Lawn and Garden", "Arts Crafts and Sewing", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Electronics" ], "description": "The sequence of product reviews shows that the user primarily begins with categories such as Books and Grocery and Gourmet Food in the early weeks. As time progresses, there is a noticeable increase in reviews for Home and Kitchen, Office Products, and Grocery and Gourmet Food, with multiple entries clustering around the same weeks. Later in the timeline, categories like Sports and Outdoors, Patio Lawn and Garden, and Tools and Home Improvement emerge, indicating a shift in focus. Overall, the reviews demonstrate a pattern of initial engagement with a few categories, followed by a broader range of categories being reviewed as time goes on." }, { "dim_process": 18, "seq_idx": 615, "seq_len": 48, "time_since_start": [ 0.0, 0.7142857142857143, 1.0, 1.4285714285714286, 1.8571428571428572, 2.4285714285714284, 3.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.857142857142857, 5.0, 6.142857142857143, 6.428571428571429, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 8.857142857142858, 9.142857142857142, 9.571428571428571, 9.714285714285714, 10.0, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.142857142857142, 12.142857142857142, 13.142857142857142, 13.142857142857142, 13.857142857142858, 14.285714285714286, 14.571428571428571, 15.0, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 20.428571428571427, 21.0, 21.285714285714285, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 1.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 1.0, 0.0, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 3.7142857142857144, 0.5714285714285714, 0.2857142857142857, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 16, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews predominantly features entries in the \"Books\" category, which are submitted consistently in the early weeks, with a peak around the 7 to 10-week mark. Reviews for the \"Kindle Store\" category begin to appear around the 4-week mark and increase in frequency, particularly noted in the later weeks. There is a noticeable clustering of \"Kindle Store\" reviews towards the latter part of the sequence, while \"Books\" reviews continue to be submitted throughout, with a slight decline in frequency as \"Kindle Store\" reviews become more prevalent. Overall, the trend shows an initial focus on \"Books\" followed by a gradual increase in \"Kindle Store\" reviews over time." }, { "dim_process": 18, "seq_idx": 616, "seq_len": 49, "time_since_start": [ 0.0, 0.5714285714285714, 3.4285714285714284, 4.857142857142857, 5.0, 5.285714285714286, 5.428571428571429, 5.428571428571429, 5.857142857142857, 6.285714285714286, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.428571428571429, 7.714285714285714, 8.285714285714286, 9.0, 9.571428571428571, 10.285714285714286, 10.857142857142858, 11.0, 11.142857142857142, 11.714285714285714, 12.142857142857142, 12.428571428571429, 12.714285714285714, 13.0, 13.142857142857142, 13.571428571428571, 13.857142857142858, 13.857142857142858, 14.142857142857142, 14.142857142857142, 14.428571428571429, 14.571428571428571, 15.0, 15.142857142857142, 15.571428571428571, 16.714285714285715, 18.142857142857142, 19.285714285714285, 19.714285714285715, 20.714285714285715, 21.285714285714285, 22.0, 22.142857142857142, 22.571428571428573, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 2.857142857142857, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 1.4285714285714286, 1.1428571428571428, 0.42857142857142855, 1.0, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 2.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 4, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 5, 16, 16, 10, 10, 16, 10, 5 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Automotive", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Automotive" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with numerous reviews submitted in close succession over the initial weeks. Reviews for \"Kindle Store\" appear intermittently, primarily clustered around the 7 to 14-week mark, while \"Electronics\" and \"Automotive\" reviews are less frequent and occur later in the timeline. The pattern indicates a strong initial interest in books, with a gradual introduction of other categories, particularly \"Kindle Store,\" which peaks around the 14-week mark before a return to books and the later addition of automotive reviews. Overall, the sequence reflects a consistent engagement with books, interspersed with occasional reviews in other categories." }, { "dim_process": 18, "seq_idx": 617, "seq_len": 60, "time_since_start": [ 0.0, 0.2857142857142857, 1.2857142857142858, 2.7142857142857144, 3.5714285714285716, 4.285714285714286, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 7.0, 7.142857142857143, 7.142857142857143, 7.571428571428571, 8.0, 8.142857142857142, 8.142857142857142, 8.571428571428571, 9.0, 9.0, 10.857142857142858, 11.0, 11.0, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.285714285714286, 12.571428571428571, 13.428571428571429, 13.428571428571429, 14.0, 14.142857142857142, 14.571428571428571, 14.857142857142858, 15.285714285714286, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.0, 17.142857142857142, 17.428571428571427, 17.571428571428573, 18.285714285714285, 19.0, 19.0, 19.285714285714285, 21.857142857142858, 23.0, 23.285714285714285, 23.428571428571427, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 1.0, 1.4285714285714286, 0.8571428571428571, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 1.8571428571428572, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.0, 0.2857142857142857, 2.5714285714285716, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline. The \"Kindle Store\" category appears less frequently but starts to emerge around the 4-week mark and continues to appear intermittently. There is a noticeable clustering of reviews in the \"Books\" category, particularly in the early weeks, while \"Kindle Store\" reviews tend to occur in clusters at specific intervals. Overall, the reviews indicate a sustained interest in \"Books,\" with \"Kindle Store\" reviews appearing more sporadically as the timeline progresses." }, { "dim_process": 18, "seq_idx": 618, "seq_len": 141, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.714285714285714, 5.0, 5.142857142857143, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.142857142857143, 6.857142857142857, 7.0, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.285714285714286, 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10, 10, 10, 0, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 15, 10, 10, 10, 14, 12, 11, 10, 8, 11, 10, 10, 11, 12, 8, 5, 11, 10, 16, 8, 10, 0, 10, 10, 10, 12, 10, 8, 11, 10, 10, 10, 10, 10, 10, 10, 10, 14, 10, 0, 10, 10, 10, 14, 10, 10, 0, 14, 0, 9, 14, 10, 10, 10, 14, 0, 10, 14, 10, 12, 15, 10, 8, 10, 8, 10, 15, 8, 10, 8, 10, 8, 14, 11, 3, 10, 10, 10, 10, 10, 10, 12, 11, 8, 4, 10, 10, 8, 10, 10, 10, 14, 12, 10, 10, 10, 10, 10, 10, 10, 8, 15, 11, 10, 10, 10, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Movies and TV", "Sports and Outdoors", "Home and Kitchen", "Books", "Toys and Games", "Home and Kitchen", "Books", "Books", "Home and Kitchen", "Sports and Outdoors", "Toys and Games", "Automotive", "Home and Kitchen", "Books", "Kindle Store", "Toys and Games", "Books", "Other", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Toys and Games", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Other", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Other", "Movies and TV", "Other", "Office Products", "Movies and TV", "Books", "Books", "Books", "Movies and TV", "Other", "Books", "Movies and TV", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Books", "Toys and Games", "Books", "Clothing Shoes and Jewelry", "Toys and Games", "Books", "Toys and Games", "Books", "Toys and Games", "Movies and TV", "Home and Kitchen", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Home and Kitchen", "Toys and Games", "Electronics", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Movies and TV", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a strong initial focus on books, with multiple reviews submitted in the early weeks. As time progresses, there is a gradual diversification into other categories, including home and kitchen, toys and games, and movies and TV, particularly noticeable around the 7-week mark. Reviews for books continue to dominate throughout the timeline, with a notable clustering of reviews in the later weeks, especially between weeks 15 and 19. Additionally, there are sporadic entries in various categories, indicating a broadening of interests over time, but books remain the primary focus throughout the sequence." }, { "dim_process": 18, "seq_idx": 619, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.2857142857142856, 2.5714285714285716, 2.5714285714285716, 2.857142857142857, 2.857142857142857, 3.0, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.0, 4.428571428571429, 4.571428571428571, 5.285714285714286, 5.857142857142857, 6.0, 6.571428571428571, 6.714285714285714, 6.857142857142857, 9.428571428571429, 9.714285714285714, 9.857142857142858, 12.0, 13.142857142857142, 14.714285714285714, 15.714285714285714, 16.428571428571427, 16.857142857142858, 17.285714285714285, 17.714285714285715, 17.857142857142858, 25.0, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 2.5714285714285716, 0.2857142857142857, 0.14285714285714285, 2.142857142857143, 1.1428571428571428, 1.5714285714285714, 1.0, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 7.142857142857143, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in close succession during the initial weeks. As time progresses, there are intermittent reviews for the \"Kindle Store,\" primarily clustered around the 0.43 to 2.86-week mark, before a resurgence of \"Books\" reviews dominates the timeline. After a lengthy period of consistent \"Books\" reviews, there is a notable gap before the user returns to submit reviews for both \"Books\" and \"Kindle Store\" categories again, with the latter occurring primarily towards the end of the sequence. Overall, the trend shows a predominant emphasis on \"Books\" throughout, with \"Kindle Store\" reviews appearing less frequently and primarily in the earlier part of the timeline." }, { "dim_process": 18, "seq_idx": 620, "seq_len": 74, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142, 2.0, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 4.0, 4.142857142857143, 4.142857142857143, 4.428571428571429, 4.714285714285714, 4.714285714285714, 4.857142857142857, 5.0, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.714285714285714, 6.142857142857143, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.0, 9.285714285714286, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.714285714285714, 12.714285714285714, 13.142857142857142, 13.428571428571429, 13.714285714285714, 14.0, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.0, 15.285714285714286, 16.0, 16.0, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.142857142857142, 17.714285714285715, 17.857142857142858, 18.0, 18.142857142857142, 18.714285714285715, 18.714285714285715, 19.142857142857142, 21.285714285714285, 21.714285714285715, 22.0, 22.285714285714285, 23.857142857142858, 24.857142857142858, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 1.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.42857142857142855, 2.142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 1.0, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently throughout the timeline, particularly in the earlier weeks. There are sporadic entries for the Kindle Store, primarily clustered around the 4-week and 18-week marks, with a few additional reviews appearing later. A brief mention of electronics occurs at week 16, but the focus remains heavily on books, with the majority of reviews submitted in close succession and maintaining a steady frequency over time. Overall, the pattern indicates a strong and sustained interest in books, with Kindle Store reviews appearing as secondary events." }, { "dim_process": 18, "seq_idx": 621, "seq_len": 47, "time_since_start": [ 0.0, 0.5714285714285714, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 6.857142857142857, 6.857142857142857, 7.571428571428571, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.142857142857142, 10.571428571428571, 10.714285714285714, 13.0, 13.714285714285714, 13.857142857142858, 14.0, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.571428571428571, 16.142857142857142, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.714285714285715, 18.142857142857142, 19.714285714285715, 21.428571428571427, 21.857142857142858, 22.285714285714285, 22.714285714285715, 22.857142857142858, 23.428571428571427, 23.714285714285715, 24.0, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 4.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 2.4285714285714284, 0.14285714285714285, 2.2857142857142856, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 1.5714285714285714, 1.7142857142857142, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714 ], "type_event": [ 10, 16, 16, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a mix of reviews for Books and the Kindle Store within the first few weeks, with a slight emphasis on Books. As time progresses, there is a notable clustering of reviews for both categories, particularly with Books dominating the early and mid-periods. In the later weeks, there is a shift towards a higher frequency of Kindle Store reviews, especially in the latter part of the sequence, indicating a trend where Kindle Store reviews become more prevalent over time. Overall, the sequence shows an initial focus on Books, followed by a gradual increase in reviews for the Kindle Store as time advances." }, { "dim_process": 18, "seq_idx": 622, "seq_len": 52, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 2.0, 2.2857142857142856, 3.0, 3.7142857142857144, 4.0, 4.714285714285714, 5.0, 5.142857142857143, 5.285714285714286, 5.857142857142857, 6.285714285714286, 6.714285714285714, 7.0, 8.0, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 10.142857142857142, 11.0, 11.285714285714286, 12.0, 12.428571428571429, 13.0, 13.428571428571429, 14.0, 14.428571428571429, 14.857142857142858, 15.0, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 17.0, 17.285714285714285, 17.428571428571427, 17.714285714285715, 18.142857142857142, 19.0, 20.857142857142858, 21.0, 22.285714285714285, 23.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 1.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.8571428571428572, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with no other categories represented. The reviews are submitted consistently over time, with a notable cluster of activity occurring in the early weeks, particularly within the first 18 weeks. After this initial period, there is a gradual decline in the frequency of reviews, although reviews continue to be submitted intermittently up to the 25-week mark. Overall, the pattern indicates a strong initial engagement with book reviews that tapers off as time progresses." }, { "dim_process": 18, "seq_idx": 623, "seq_len": 71, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 1.0, 1.1428571428571428, 1.1428571428571428, 1.7142857142857142, 2.0, 2.2857142857142856, 3.0, 3.142857142857143, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.714285714285714, 6.142857142857143, 6.142857142857143, 6.428571428571429, 6.714285714285714, 7.142857142857143, 7.285714285714286, 8.428571428571429, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.857142857142858, 11.0, 11.142857142857142, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.857142857142858, 14.0, 14.0, 14.714285714285714, 14.714285714285714, 17.285714285714285, 17.428571428571427, 17.714285714285715, 18.0, 18.285714285714285, 18.714285714285715, 19.714285714285715, 20.0, 20.428571428571427, 21.142857142857142, 21.142857142857142, 23.0, 23.714285714285715, 24.0, 24.142857142857142, 24.142857142857142, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 2.142857142857143, 0.0, 0.7142857142857143, 0.0, 2.5714285714285716, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.0, 1.8571428571428572, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714 ], "type_event": [ 16, 10, 10, 16, 10, 10, 16, 10, 16, 16, 10, 16, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 9, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 17, 11, 16, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 17 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Office Products", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Cell Phones and Accessories", "Home and Kitchen", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Cell Phones and Accessories" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline, particularly clustering in the earlier weeks. The \"Kindle Store\" reviews appear frequently but tend to occur slightly less often than the \"Books\" reviews. Other categories, such as \"Office Products\" and \"Cell Phones and Accessories,\" are introduced later in the sequence, indicating a diversification of review topics as time progresses. Overall, the pattern reflects a strong initial emphasis on books, with a gradual introduction of other product categories over time." }, { "dim_process": 18, "seq_idx": 624, "seq_len": 54, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.0, 1.4285714285714286, 1.5714285714285714, 2.4285714285714284, 2.7142857142857144, 3.0, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.571428571428571, 5.857142857142857, 6.571428571428571, 7.0, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.571428571428571, 12.285714285714286, 13.0, 13.428571428571429, 13.714285714285714, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.428571428571429, 14.571428571428571, 15.285714285714286, 15.571428571428571, 15.714285714285714, 16.142857142857142, 16.285714285714285, 17.428571428571427, 19.0, 19.857142857142858, 20.571428571428573, 20.857142857142858, 22.142857142857142, 22.142857142857142, 22.714285714285715, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 1.5714285714285714, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 1.2857142857142858, 0.0, 0.5714285714285714, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 10, 2, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 12, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Pet Supplies", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over a span of time. Most reviews occur within the first 14 weeks, primarily centered around books, with a notable shift to include other categories like \"Kindle Store,\" \"Grocery and Gourmet Food,\" and \"Pet Supplies\" at the 14-week mark. After this point, the frequency of book reviews continues, interspersed with occasional reviews of Kindle Store products, particularly clustering around the 22-week mark. Overall, the trend indicates a strong initial emphasis on books, with a gradual introduction of other categories as time progresses." }, { "dim_process": 18, "seq_idx": 625, "seq_len": 87, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.5714285714285714, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.2857142857142856, 2.2857142857142856, 2.7142857142857144, 3.142857142857143, 3.142857142857143, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.142857142857143, 6.571428571428571, 6.571428571428571, 6.714285714285714, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.428571428571429, 8.571428571428571, 9.142857142857142, 9.142857142857142, 9.714285714285714, 10.0, 10.142857142857142, 10.571428571428571, 10.571428571428571, 11.0, 11.142857142857142, 11.285714285714286, 11.285714285714286, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.571428571428571, 13.0, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.571428571428571, 14.714285714285714, 15.285714285714286, 15.857142857142858, 16.285714285714285, 16.714285714285715, 17.0, 19.0, 20.0, 21.857142857142858, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 2.0, 1.0, 1.8571428571428572, 0.2857142857142857 ], "type_event": [ 17, 11, 17, 17, 15, 12, 4, 7, 17, 12, 12, 5, 15, 10, 10, 12, 5, 10, 15, 10, 9, 11, 0, 1, 10, 1, 8, 12, 1, 17, 5, 6, 10, 11, 11, 12, 10, 17, 7, 15, 4, 15, 10, 15, 12, 15, 11, 4, 1, 10, 15, 11, 1, 4, 8, 11, 8, 4, 11, 10, 4, 15, 11, 12, 13, 3, 0, 12, 15, 4, 5, 3, 3, 2, 12, 15, 13, 17, 0, 0, 4, 8, 11, 12, 15, 15, 4 ], "type_text": [ "Cell Phones and Accessories", "Home and Kitchen", "Cell Phones and Accessories", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Electronics", "Grocery and Gourmet Food", "Cell Phones and Accessories", "Sports and Outdoors", "Sports and Outdoors", "Automotive", "Clothing Shoes and Jewelry", "Books", "Books", "Sports and Outdoors", "Automotive", "Books", "Clothing Shoes and Jewelry", "Books", "Office Products", "Home and Kitchen", "Other", "Tools and Home Improvement", "Books", "Tools and Home Improvement", "Toys and Games", "Sports and Outdoors", "Tools and Home Improvement", "Cell Phones and Accessories", "Automotive", "Industrial and Scientific", "Books", "Home and Kitchen", "Home and Kitchen", "Sports and Outdoors", "Books", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Electronics", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Electronics", "Toys and Games", "Home and Kitchen", "Toys and Games", "Electronics", "Home and Kitchen", "Books", "Electronics", "Clothing Shoes and Jewelry", "Home and Kitchen", "Sports and Outdoors", "Patio Lawn and Garden", "Arts Crafts and Sewing", "Other", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Electronics", "Automotive", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Pet Supplies", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Cell Phones and Accessories", "Other", "Other", "Electronics", "Toys and Games", "Home and Kitchen", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Electronics" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with a notable emphasis on \"Cell Phones and Accessories\" and \"Sports and Outdoors\" appearing frequently in the earlier weeks. As the timeline progresses, there is a noticeable increase in the variety of categories, particularly with \"Books,\" \"Clothing Shoes and Jewelry,\" and \"Electronics\" becoming more prominent in the middle to later weeks. Events tend to cluster around certain periods, especially with multiple reviews of \"Home and Kitchen\" and \"Tools and Home Improvement\" occurring in close succession, indicating a trend of concentrated activity in specific categories. Overall, the review activity reflects a gradual expansion into various product categories over the weeks." }, { "dim_process": 18, "seq_idx": 626, "seq_len": 44, "time_since_start": [ 0.0, 0.14285714285714285, 1.7142857142857142, 2.2857142857142856, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 4.571428571428571, 5.428571428571429, 6.142857142857143, 6.857142857142857, 7.285714285714286, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.0, 9.714285714285714, 9.857142857142858, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 12.0, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.285714285714286, 14.428571428571429, 16.857142857142858, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.857142857142858, 18.285714285714285, 19.0, 19.285714285714285, 20.0, 21.142857142857142, 21.857142857142858, 22.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.0, 0.8571428571428571, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.1428571428571428, 2.4285714285714284, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over an extended period. The reviews begin shortly after the starting point and continue at a relatively steady pace, with a notable cluster occurring in the early weeks. The only deviation from this trend is a single review for \"Grocery and Gourmet Food,\" which appears later in the sequence. Overall, the majority of reviews are concentrated in the first half of the timeline, with a gradual tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 627, "seq_len": 89, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 2.0, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.285714285714286, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 13.142857142857142, 13.714285714285714, 13.857142857142858, 14.0, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.571428571428573, 19.857142857142858, 21.142857142857142, 21.571428571428573, 23.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 1.2857142857142858, 0.42857142857142855, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with all entries recorded over a span of several weeks. The reviews are submitted consistently, particularly in the early weeks, with a noticeable clustering of reviews occurring in the initial 18 weeks. After this period, there is a gradual decline in the frequency of reviews, with some gaps observed in the later weeks, indicating a shift in the review submission pattern. Overall, the trend shows a high volume of reviews concentrated in the first half of the timeline, followed by a tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 628, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.0, 0.2857142857142857, 0.8571428571428571, 1.0, 1.2857142857142858, 1.2857142857142858, 2.0, 2.0, 2.0, 2.2857142857142856, 2.857142857142857, 3.0, 3.2857142857142856, 4.0, 5.0, 5.285714285714286, 5.285714285714286, 6.0, 6.0, 7.0, 7.0, 9.0, 10.857142857142858, 11.142857142857142, 11.714285714285714, 11.714285714285714, 12.0, 14.0, 14.0, 14.428571428571429, 15.285714285714286, 17.0, 17.0, 17.0, 17.285714285714285, 17.857142857142858, 17.857142857142858, 19.142857142857142, 21.0, 21.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.7142857142857143, 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 0.2857142857142857, 0.0, 0.7142857142857143, 0.0, 1.0, 0.0, 2.0, 1.8571428571428572, 0.2857142857142857, 0.5714285714285714, 0.0, 0.2857142857142857, 2.0, 0.0, 0.42857142857142855, 0.8571428571428571, 1.7142857142857142, 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 1.2857142857142858, 1.8571428571428572, 0.42857142857142855 ], "type_event": [ 11, 10, 0, 11, 10, 8, 2, 11, 10, 0, 0, 0, 6, 12, 2, 10, 10, 11, 10, 12, 15, 11, 15, 11, 2, 10, 10, 2, 12, 11, 7, 10, 11, 10, 8, 1, 11, 4, 15, 0, 11, 10 ], "type_text": [ "Home and Kitchen", "Books", "Other", "Home and Kitchen", "Books", "Toys and Games", "Pet Supplies", "Home and Kitchen", "Books", "Other", "Other", "Other", "Industrial and Scientific", "Sports and Outdoors", "Pet Supplies", "Books", "Books", "Home and Kitchen", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Pet Supplies", "Books", "Books", "Pet Supplies", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Books", "Toys and Games", "Tools and Home Improvement", "Home and Kitchen", "Electronics", "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Books" ], "description": "The sequence of product reviews shows a varied pattern of categories submitted over time. Initially, reviews for Home and Kitchen, Books, and Other categories are predominant, occurring within the first two weeks. As time progresses, there is a noticeable increase in the frequency of reviews for Books and Home and Kitchen, particularly around the 5 to 15-week mark. Events related to Pet Supplies and Sports and Outdoors appear intermittently, while Clothing Shoes and Jewelry and Electronics reviews cluster towards the later weeks. Overall, there is a consistent engagement with Home and Kitchen and Books throughout the timeline, with other categories appearing more sporadically." }, { "dim_process": 18, "seq_idx": 629, "seq_len": 40, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.7142857142857142, 1.8571428571428572, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.571428571428571, 5.714285714285714, 6.571428571428571, 6.714285714285714, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.571428571428571, 10.0, 10.571428571428571, 11.0, 11.0, 12.571428571428571, 13.571428571428571, 13.714285714285714, 14.571428571428571, 15.0, 16.571428571428573, 17.428571428571427, 17.714285714285715, 18.142857142857142, 18.142857142857142, 18.571428571428573, 20.714285714285715, 21.0, 23.571428571428573, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 2.4285714285714284, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 1.0, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.0, 1.5714285714285714, 1.0, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 1.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.0, 0.42857142857142855, 2.142857142857143, 0.2857142857142857, 2.5714285714285716, 0.14285714285714285 ], "type_event": [ 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a few reviews in the Kindle Store, followed closely by a series of reviews focused primarily on Books. After the initial reviews, there is a notable cluster of Book reviews occurring consistently over time, with intervals between reviews gradually increasing. The frequency of reviews remains high for Books, with only occasional returns to the Kindle Store, particularly at the beginning and towards the end of the sequence. Overall, the trend shows a strong emphasis on Book reviews throughout the timeline, with Kindle Store reviews appearing less frequently." }, { "dim_process": 18, "seq_idx": 630, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.4285714285714284, 2.4285714285714284, 2.857142857142857, 3.4285714285714284, 3.4285714285714284, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.857142857142857, 6.571428571428571, 6.714285714285714, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.428571428571429, 8.285714285714286, 8.428571428571429, 9.285714285714286, 10.0, 10.142857142857142, 10.428571428571429, 11.142857142857142, 11.428571428571429, 11.857142857142858, 11.857142857142858, 13.142857142857142, 14.428571428571429, 15.142857142857142, 16.0, 16.142857142857142, 17.0, 19.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.42857142857142855, 0.5714285714285714, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.0, 1.2857142857142858, 1.2857142857142858, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 2.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with numerous reviews submitted predominantly over the first 17 weeks. The reviews for \"Kindle Store\" appear less frequently, primarily clustered around weeks 1.86, 2.43, 3.43, 6.71, 11.86, and 19.86. There is a notable concentration of reviews in the earlier weeks, particularly within the first 11 weeks, after which the frequency of reviews begins to taper off. Overall, the pattern indicates a strong preference for reviewing books, with sporadic reviews for the Kindle Store interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 631, "seq_len": 55, "time_since_start": [ 0.0, 0.14285714285714285, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 3.142857142857143, 3.2857142857142856, 4.0, 4.285714285714286, 4.285714285714286, 4.714285714285714, 5.0, 6.285714285714286, 6.428571428571429, 6.857142857142857, 6.857142857142857, 7.428571428571429, 8.0, 8.142857142857142, 8.142857142857142, 8.142857142857142, 9.0, 9.0, 11.857142857142858, 11.857142857142858, 12.0, 12.0, 12.428571428571429, 12.428571428571429, 12.428571428571429, 14.714285714285714, 15.714285714285714, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.857142857142858, 16.857142857142858, 16.857142857142858, 17.714285714285715, 17.857142857142858, 18.0, 18.714285714285715, 21.285714285714285, 21.285714285714285, 21.285714285714285, 21.285714285714285, 21.857142857142858, 23.0, 24.857142857142858, 25.0, 25.0, 25.0, 25.0, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 2.0, 0.0, 0.0, 0.0, 1.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.0, 0.0, 0.8571428571428571, 0.0, 2.857142857142857, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.0, 2.2857142857142856, 1.0, 0.0, 0.0, 0.14285714285714285, 1.0, 0.0, 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 2.5714285714285716, 0.0, 0.0, 0.0, 0.5714285714285714, 1.1428571428571428, 1.8571428571428572, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855 ], "type_event": [ 10, 12, 1, 15, 4, 11, 12, 17, 2, 12, 0, 10, 11, 2, 10, 11, 2, 10, 7, 4, 1, 2, 11, 10, 2, 17, 13, 2, 4, 7, 5, 9, 4, 1, 13, 11, 13, 1, 3, 15, 13, 0, 11, 2, 13, 7, 6, 4, 10, 4, 4, 13, 2, 6, 11 ], "type_text": [ "Books", "Sports and Outdoors", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Electronics", "Home and Kitchen", "Sports and Outdoors", "Cell Phones and Accessories", "Pet Supplies", "Sports and Outdoors", "Other", "Books", "Home and Kitchen", "Pet Supplies", "Books", "Home and Kitchen", "Pet Supplies", "Books", "Grocery and Gourmet Food", "Electronics", "Tools and Home Improvement", "Pet Supplies", "Home and Kitchen", "Books", "Pet Supplies", "Cell Phones and Accessories", "Patio Lawn and Garden", "Pet Supplies", "Electronics", "Grocery and Gourmet Food", "Automotive", "Office Products", "Electronics", "Tools and Home Improvement", "Patio Lawn and Garden", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Other", "Home and Kitchen", "Pet Supplies", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Industrial and Scientific", "Electronics", "Books", "Electronics", "Electronics", "Patio Lawn and Garden", "Pet Supplies", "Industrial and Scientific", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a variety of categories, including Books and Sports and Outdoors, submitted in the first few weeks. As time progresses, there is a noticeable clustering of reviews in the Home and Kitchen, Pet Supplies, and Electronics categories around the 2 to 9-week mark. The reviews then shift to include more diverse categories such as Patio Lawn and Garden and Automotive, with a significant concentration of reviews occurring between weeks 12 and 25. Throughout the sequence, certain categories like Electronics and Pet Supplies appear multiple times, indicating recurring engagement with these product types over the timeline." }, { "dim_process": 18, "seq_idx": 632, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.7142857142857142, 2.0, 2.0, 7.0, 7.0, 7.0, 7.0, 7.0, 7.0, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.285714285714286, 7.285714285714286, 7.285714285714286, 7.428571428571429, 8.142857142857142, 8.142857142857142, 8.142857142857142, 8.142857142857142, 8.142857142857142, 15.142857142857142, 15.142857142857142, 19.714285714285715, 20.0, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.7142857142857142, 0.2857142857142857, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 7.0, 0.0, 4.571428571428571, 0.2857142857142857, 2.5714285714285716 ], "type_event": [ 0, 11, 10, 4, 7, 9, 16, 15, 1, 10, 15, 0, 11, 17, 3, 3, 1, 9, 15, 10, 11, 14, 7, 12, 8, 10, 14, 4, 11, 7, 3, 11, 10, 1, 7, 1, 15, 1, 11, 0 ], "type_text": [ "Other", "Home and Kitchen", "Books", "Electronics", "Grocery and Gourmet Food", "Office Products", "Kindle Store", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Books", "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Cell Phones and Accessories", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Tools and Home Improvement", "Office Products", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Movies and TV", "Grocery and Gourmet Food", "Sports and Outdoors", "Toys and Games", "Books", "Movies and TV", "Electronics", "Home and Kitchen", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Home and Kitchen", "Books", "Tools and Home Improvement", "Grocery and Gourmet Food", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Other" ], "description": "The sequence of product reviews begins with a variety of categories submitted at the same initial time, including Other, Home and Kitchen, Books, Electronics, Grocery and Gourmet Food, and Office Products. After a brief period, there is a notable increase in reviews submitted around the 7-week mark, where multiple categories are represented, indicating a clustering of activity. Following this peak, the reviews continue with some frequency, particularly for Tools and Home Improvement, which appears multiple times in the later weeks. The trend shows a gradual decline in the frequency of reviews over time, with fewer categories being reviewed as the sequence progresses." }, { "dim_process": 18, "seq_idx": 633, "seq_len": 66, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.0, 1.2857142857142858, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.4285714285714284, 3.2857142857142856, 3.5714285714285716, 4.0, 4.142857142857143, 4.142857142857143, 4.857142857142857, 5.714285714285714, 7.142857142857143, 7.142857142857143, 7.571428571428571, 7.857142857142857, 8.0, 8.428571428571429, 10.0, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.571428571428571, 11.571428571428571, 11.571428571428571, 12.0, 12.0, 12.142857142857142, 12.714285714285714, 12.714285714285714, 13.428571428571429, 13.571428571428571, 14.571428571428571, 14.571428571428571, 14.857142857142858, 15.285714285714286, 15.857142857142858, 15.857142857142858, 16.142857142857142, 16.285714285714285, 17.285714285714285, 17.428571428571427, 17.714285714285715, 17.714285714285715, 18.142857142857142, 18.428571428571427, 18.428571428571427, 18.571428571428573, 20.142857142857142, 21.571428571428573, 22.0, 22.0, 22.428571428571427, 24.285714285714285, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.0, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.7142857142857143, 0.14285714285714285, 1.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 1.5714285714285714, 1.4285714285714286, 0.42857142857142855, 0.0, 0.42857142857142855, 1.8571428571428572, 0.14285714285714285 ], "type_event": [ 10, 16, 10, 10, 10, 15, 16, 9, 11, 4, 4, 10, 16, 10, 0, 16, 7, 2, 9, 10, 16, 10, 0, 10, 9, 9, 10, 10, 10, 10, 10, 3, 0, 9, 2, 10, 2, 11, 3, 14, 10, 10, 10, 16, 2, 10, 16, 10, 11, 16, 10, 10, 10, 10, 15, 7, 4, 1, 10, 4, 16, 4, 10, 7, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Kindle Store", "Office Products", "Home and Kitchen", "Electronics", "Electronics", "Books", "Kindle Store", "Books", "Other", "Kindle Store", "Grocery and Gourmet Food", "Pet Supplies", "Office Products", "Books", "Kindle Store", "Books", "Other", "Books", "Office Products", "Office Products", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Other", "Office Products", "Pet Supplies", "Books", "Pet Supplies", "Home and Kitchen", "Arts Crafts and Sewing", "Movies and TV", "Books", "Books", "Books", "Kindle Store", "Pet Supplies", "Books", "Kindle Store", "Books", "Home and Kitchen", "Kindle Store", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Electronics", "Tools and Home Improvement", "Books", "Electronics", "Kindle Store", "Electronics", "Books", "Grocery and Gourmet Food", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which appears consistently throughout the timeline, particularly in the early and later weeks. The \"Kindle Store\" reviews also occur frequently, with several entries clustered around the first few weeks and again later in the sequence. Other categories such as \"Office Products,\" \"Electronics,\" and \"Pet Supplies\" appear at various intervals, indicating a diverse range of interests. Notably, there are periods with concentrated reviews in specific categories, such as multiple \"Books\" reviews in the later weeks, suggesting a trend towards increased engagement with this category over time." }, { "dim_process": 18, "seq_idx": 634, "seq_len": 48, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.0, 1.5714285714285714, 1.8571428571428572, 2.4285714285714284, 2.857142857142857, 3.142857142857143, 3.4285714285714284, 4.428571428571429, 4.857142857142857, 5.142857142857143, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 8.857142857142858, 9.285714285714286, 9.571428571428571, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 12.428571428571429, 12.714285714285714, 13.285714285714286, 13.714285714285714, 14.142857142857142, 14.571428571428571, 16.714285714285715, 18.0, 18.142857142857142, 18.571428571428573, 18.857142857142858, 20.0, 22.571428571428573, 22.857142857142858, 23.714285714285715, 24.142857142857142, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.8571428571428572, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 2.142857142857143, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 2.5714285714285716, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 16, 16, 10, 16, 16, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 16, 16, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple entries occurring in close succession, particularly in the early weeks. The \"Kindle Store\" reviews appear intermittently, often following clusters of \"Books\" reviews. Over time, there is a noticeable pattern of alternating between \"Books\" and \"Kindle Store\" reviews, with the latter becoming more frequent in the latter part of the sequence. Overall, the user demonstrates a consistent engagement with \"Books,\" while \"Kindle Store\" reviews appear to increase in frequency as time progresses." }, { "dim_process": 18, "seq_idx": 635, "seq_len": 79, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.2857142857142858, 1.7142857142857142, 2.0, 2.0, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.428571428571429, 7.0, 7.142857142857143, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.714285714285714, 10.0, 10.142857142857142, 10.857142857142858, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.285714285714286, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.714285714285714, 13.714285714285714, 14.0, 14.285714285714286, 14.714285714285714, 15.0, 15.285714285714286, 15.714285714285714, 16.0, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.142857142857142, 18.428571428571427, 20.0, 20.0, 20.857142857142858, 22.0, 23.142857142857142, 24.285714285714285, 24.714285714285715, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 1.5714285714285714, 0.0, 0.8571428571428571, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 11, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2, 10, 2, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, which dominates the timeline and occurs consistently throughout the entire period. Reviews for \"Books\" are clustered heavily in the early weeks, with a notable frequency of submissions up to around 18 weeks. Other categories, such as \"Home and Kitchen,\" \"Clothing Shoes and Jewelry,\" and \"Pet Supplies,\" appear less frequently and are primarily introduced after the initial weeks, indicating a shift in review topics. The \"Kindle Store\" reviews are also interspersed but occur later in the sequence, suggesting a gradual diversification of review categories over time." }, { "dim_process": 18, "seq_idx": 636, "seq_len": 42, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 2.857142857142857, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.714285714285714, 4.857142857142857, 6.714285714285714, 6.857142857142857, 7.285714285714286, 7.857142857142857, 8.142857142857142, 8.571428571428571, 9.0, 9.142857142857142, 9.285714285714286, 11.0, 11.285714285714286, 12.0, 12.285714285714286, 12.428571428571429, 13.428571428571429, 13.714285714285714, 13.714285714285714, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.0, 18.0, 18.428571428571427, 19.857142857142858, 21.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.0, 0.0, 0.2857142857142857, 2.2857142857142856, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 3.0, 0.42857142857142855, 1.4285714285714286, 1.4285714285714286 ], "type_event": [ 10, 17, 15, 10, 10, 10, 10, 10, 10, 10, 10, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 15 ], "type_text": [ "Books", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, with a majority of reviews submitted throughout the timeline, particularly clustered in the early weeks and continuing consistently over time. The user also engages with \"Clothing Shoes and Jewelry\" and \"Cell Phones and Accessories\" early on, but these categories are reviewed less frequently and primarily in the initial weeks. A notable review for the \"Kindle Store\" occurs around the 13-week mark, indicating a brief diversification in the user's focus. Overall, the trend highlights a sustained interest in books with intermittent reviews in other categories." }, { "dim_process": 18, "seq_idx": 637, "seq_len": 56, "time_since_start": [ 0.0, 0.5714285714285714, 1.0, 1.0, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 3.0, 3.0, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 4.857142857142857, 6.285714285714286, 7.571428571428571, 7.571428571428571, 7.571428571428571, 8.0, 8.0, 8.142857142857142, 8.142857142857142, 8.142857142857142, 8.714285714285714, 8.714285714285714, 9.142857142857142, 10.142857142857142, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.571428571428571, 10.571428571428571, 10.571428571428571, 10.857142857142858, 10.857142857142858, 12.0, 13.285714285714286, 13.285714285714286, 13.857142857142858, 13.857142857142858, 14.142857142857142, 16.285714285714285, 16.285714285714285, 16.571428571428573, 17.714285714285715, 17.857142857142858, 18.285714285714285, 22.142857142857142, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.42857142857142855, 0.0, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.4285714285714286, 1.2857142857142858, 0.0, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.0, 0.42857142857142855, 1.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.0, 1.1428571428571428, 1.2857142857142858, 0.0, 0.5714285714285714, 0.0, 0.2857142857142857, 2.142857142857143, 0.0, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 3.857142857142857, 0.14285714285714285 ], "type_event": [ 7, 10, 17, 9, 10, 10, 10, 10, 10, 0, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 0, 10, 0, 0, 0, 7, 10, 8, 11, 0, 10, 0, 11, 15, 0, 9, 8, 11, 10, 10, 0, 4, 0, 0, 4, 10, 15, 0, 0, 0, 14, 14, 10, 0, 0 ], "type_text": [ "Grocery and Gourmet Food", "Books", "Cell Phones and Accessories", "Office Products", "Books", "Books", "Books", "Books", "Books", "Other", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Other", "Books", "Other", "Other", "Other", "Grocery and Gourmet Food", "Books", "Toys and Games", "Home and Kitchen", "Other", "Books", "Other", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Office Products", "Toys and Games", "Home and Kitchen", "Books", "Books", "Other", "Electronics", "Other", "Other", "Electronics", "Books", "Clothing Shoes and Jewelry", "Other", "Other", "Other", "Movies and TV", "Movies and TV", "Books", "Other", "Other" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Grocery and Gourmet Food, Books, and Cell Phones, occurring in the initial weeks. A significant clustering of reviews in the Books category is observed between weeks 1 and 6, indicating a strong focus on this category during that period. Following this, there is a shift towards Other categories and a gradual introduction of Toys and Games, Home and Kitchen, and Electronics in the later weeks. The sequence also shows a resurgence of Books reviews around weeks 10 and 18, while Other categories remain consistently present throughout the timeline." }, { "dim_process": 18, "seq_idx": 638, "seq_len": 53, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 1.0, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.7142857142857144, 3.142857142857143, 4.142857142857143, 4.285714285714286, 4.428571428571429, 6.714285714285714, 6.714285714285714, 7.0, 7.285714285714286, 7.857142857142857, 8.285714285714286, 8.571428571428571, 8.571428571428571, 8.571428571428571, 9.0, 9.571428571428571, 9.714285714285714, 10.571428571428571, 10.714285714285714, 10.714285714285714, 10.857142857142858, 11.428571428571429, 12.428571428571429, 13.857142857142858, 13.857142857142858, 14.142857142857142, 14.571428571428571, 15.285714285714286, 16.142857142857142, 16.571428571428573, 17.285714285714285, 17.571428571428573, 19.0, 19.0, 19.571428571428573, 19.571428571428573, 20.285714285714285, 20.571428571428573, 20.571428571428573, 21.142857142857142, 21.428571428571427, 24.857142857142858, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 2.2857142857142856, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.0, 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 1.0, 1.4285714285714286, 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 1.4285714285714286, 0.0, 0.5714285714285714, 0.0, 0.7142857142857143, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 3.4285714285714284, 0.14285714285714285 ], "type_event": [ 10, 10, 7, 10, 7, 7, 10, 10, 10, 10, 10, 10, 10, 1, 1, 11, 10, 10, 10, 7, 0, 7, 13, 10, 10, 10, 10, 15, 10, 2, 10, 10, 10, 0, 10, 10, 15, 10, 15, 10, 13, 10, 17, 10, 17, 10, 10, 11, 17, 5, 11, 2, 11 ], "type_text": [ "Books", "Books", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Tools and Home Improvement", "Home and Kitchen", "Books", "Books", "Books", "Grocery and Gourmet Food", "Other", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Pet Supplies", "Books", "Books", "Books", "Other", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Books", "Patio Lawn and Garden", "Books", "Cell Phones and Accessories", "Books", "Cell Phones and Accessories", "Books", "Books", "Home and Kitchen", "Cell Phones and Accessories", "Automotive", "Home and Kitchen", "Pet Supplies", "Home and Kitchen" ], "description": "The sequence of product reviews shows a strong initial focus on the \"Books\" category, with multiple reviews clustered within the first few weeks. Following this, there is a notable increase in reviews for \"Grocery and Gourmet Food\" around the same early period. As time progresses, reviews for \"Tools and Home Improvement\" and \"Home and Kitchen\" appear, indicating a shift in the user's interests. The \"Clothing Shoes and Jewelry\" category emerges later in the timeline, alongside additional reviews for \"Cell Phones and Accessories\" and \"Pet Supplies,\" suggesting a diversification of reviewed categories as time advances. Overall, there is a clear trend of concentrated early activity in books, followed by a gradual expansion into other categories over the weeks." }, { "dim_process": 18, "seq_idx": 639, "seq_len": 47, "time_since_start": [ 0.0, 1.8571428571428572, 2.2857142857142856, 3.142857142857143, 3.857142857142857, 7.428571428571429, 7.571428571428571, 7.571428571428571, 7.857142857142857, 8.0, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.0, 9.285714285714286, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.0, 12.142857142857142, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.571428571428571, 12.857142857142858, 13.0, 13.428571428571429, 13.428571428571429, 14.0, 14.285714285714286, 14.285714285714286, 14.857142857142858, 14.857142857142858, 15.428571428571429, 16.571428571428573, 17.714285714285715 ], "time_since_last_event": [ 0.0, 1.8571428571428572, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 3.5714285714285716, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 0.5714285714285714, 1.1428571428571428, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16, 16, 10, 10, 16, 10, 10, 16, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, reviews for the \"Kindle Store\" start to appear, particularly clustering around the 7 to 14-week mark, indicating a growing interest in this category. After the initial surge of book reviews, there is a noticeable pattern where \"Kindle Store\" reviews become more frequent, especially between the 9 and 17-week period, suggesting a shift in the user's review activity towards digital content. Overall, the trend shows an early dominance of book reviews followed by an increasing engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 640, "seq_len": 48, "time_since_start": [ 0.0, 1.0, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 3.4285714285714284, 4.142857142857143, 4.714285714285714, 5.142857142857143, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.142857142857143, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.142857142857142, 10.142857142857142, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.571428571428571, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.0, 14.142857142857142, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.714285714285714, 16.142857142857142, 16.428571428571427, 17.285714285714285, 18.142857142857142, 18.285714285714285, 18.428571428571427, 21.142857142857142, 21.285714285714285, 21.714285714285715, 23.142857142857142, 23.285714285714285, 24.142857142857142, 25.285714285714285 ], "time_since_last_event": [ 0.0, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 1.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.0, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 2.7142857142857144, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on books, with the majority of reviews submitted within the first 25 weeks. The initial reviews are concentrated in the first few weeks, primarily in the books category, with a notable spike in frequency around weeks 1 to 18. After week 3, there is a single review for office products, but the trend quickly returns to books, with reviews continuing to be submitted consistently up to week 25. Overall, the reviews cluster heavily around the books category, with minimal variation in the types of products reviewed over time." }, { "dim_process": 18, "seq_idx": 641, "seq_len": 58, "time_since_start": [ 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 1.0, 1.0, 1.0, 1.0, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.0, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 4.0, 4.0, 4.0, 4.0, 4.285714285714286, 4.285714285714286, 7.714285714285714, 8.428571428571429, 10.428571428571429, 12.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 3.4285714285714284, 0.7142857142857143, 2.0, 1.7142857142857142 ], "type_event": [ 1, 3, 10, 7, 13, 10, 1, 11, 1, 1, 9, 0, 10, 7, 3, 11, 7, 4, 11, 2, 3, 10, 1, 7, 1, 3, 10, 6, 9, 10, 0, 11, 10, 14, 7, 0, 1, 13, 12, 1, 1, 7, 0, 11, 10, 2, 4, 1, 12, 1, 7, 5, 7, 1, 10, 11, 10, 10 ], "type_text": [ "Tools and Home Improvement", "Arts Crafts and Sewing", "Books", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Books", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Tools and Home Improvement", "Office Products", "Other", "Books", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Home and Kitchen", "Grocery and Gourmet Food", "Electronics", "Home and Kitchen", "Pet Supplies", "Arts Crafts and Sewing", "Books", "Tools and Home Improvement", "Grocery and Gourmet Food", "Tools and Home Improvement", "Arts Crafts and Sewing", "Books", "Industrial and Scientific", "Office Products", "Books", "Other", "Home and Kitchen", "Books", "Movies and TV", "Grocery and Gourmet Food", "Other", "Tools and Home Improvement", "Patio Lawn and Garden", "Sports and Outdoors", "Tools and Home Improvement", "Tools and Home Improvement", "Grocery and Gourmet Food", "Other", "Home and Kitchen", "Books", "Pet Supplies", "Electronics", "Tools and Home Improvement", "Sports and Outdoors", "Tools and Home Improvement", "Grocery and Gourmet Food", "Automotive", "Grocery and Gourmet Food", "Tools and Home Improvement", "Books", "Home and Kitchen", "Books", "Books" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted early on, including Tools and Home Improvement, Arts Crafts and Sewing, and Books, all within the first two weeks. As time progresses, there is a noticeable clustering of reviews in the Tools and Home Improvement category, particularly around the 0.14 to 4.0-week mark. The reviews for Books appear consistently throughout the timeline, with a significant concentration in the later weeks, especially after the 7-week mark. Additionally, Grocery and Gourmet Food reviews are frequently submitted, particularly in the earlier weeks, while other categories like Electronics and Automotive appear less frequently and later in the sequence." }, { "dim_process": 18, "seq_idx": 642, "seq_len": 44, "time_since_start": [ 0.0, 0.42857142857142855, 1.1428571428571428, 1.7142857142857142, 2.0, 2.142857142857143, 2.7142857142857144, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 4.571428571428571, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.285714285714286, 6.857142857142857, 7.142857142857143, 8.857142857142858, 9.0, 9.285714285714286, 10.285714285714286, 10.714285714285714, 11.0, 11.285714285714286, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.0, 14.142857142857142, 14.571428571428571, 15.0, 15.428571428571429, 16.0, 16.571428571428573, 16.714285714285715, 17.142857142857142, 18.571428571428573, 19.0, 20.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.2857142857142857, 1.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.42857142857142855, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with all entries occurring within a continuous timeframe. The reviews are submitted consistently, with a notable concentration of activity in the earlier weeks, particularly in the first 15 weeks. After this initial period, the frequency of reviews appears to taper off, with fewer submissions occurring in the later weeks. Overall, the trend indicates a sustained interest in reviewing books over time, with a gradual decline in the rate of submissions as time progresses." }, { "dim_process": 18, "seq_idx": 643, "seq_len": 41, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.7142857142857144, 3.142857142857143, 3.857142857142857, 4.285714285714286, 4.857142857142857, 5.0, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.857142857142857, 8.0, 8.142857142857142, 9.0, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.857142857142858, 11.0, 13.428571428571429, 14.571428571428571, 14.714285714285714, 15.0, 15.0, 15.857142857142858, 16.428571428571427, 16.857142857142858, 17.857142857142858, 18.571428571428573, 20.0, 21.285714285714285, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 2.4285714285714284, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.0, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 1.0, 0.7142857142857143, 1.4285714285714286, 1.2857142857142858, 2.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which dominates the timeline with a high frequency of entries. Reviews for \"Books\" are submitted almost continuously, particularly in the initial weeks, with a notable clustering in the early periods. The only other category, \"Kindle Store,\" appears infrequently, with entries occurring at the 6.86-week mark and again at 15.0 weeks. Overall, the trend indicates a strong preference for reviewing books, with the majority of reviews concentrated in the first half of the timeline." }, { "dim_process": 18, "seq_idx": 644, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 2.857142857142857, 3.0, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.857142857142857, 5.0, 5.857142857142857, 6.571428571428571, 7.0, 7.285714285714286, 7.857142857142857, 8.0, 8.142857142857142, 8.857142857142858, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.857142857142858, 12.0, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 14.0, 14.714285714285714, 15.0, 15.285714285714286, 16.857142857142858, 17.0, 17.285714285714285, 17.428571428571427, 19.0, 20.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly features reviews in the \"Books\" category, with all entries falling within a continuous time frame. The reviews begin shortly after the initial timestamp and occur frequently, particularly in the early weeks. There is a noticeable clustering of reviews within the first 10 weeks, followed by a gradual decrease in frequency as time progresses, with a few isolated reviews appearing in later weeks. Overall, the trend indicates a strong initial engagement with books that tapers off over time." }, { "dim_process": 18, "seq_idx": 645, "seq_len": 56, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.857142857142857, 3.2857142857142856, 3.7142857142857144, 5.571428571428571, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.0, 7.857142857142857, 8.0, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 10.142857142857142, 10.714285714285714, 10.857142857142858, 11.0, 11.0, 11.142857142857142, 11.285714285714286, 11.714285714285714, 12.0, 12.142857142857142, 12.714285714285714, 13.571428571428571, 13.714285714285714, 14.0, 14.142857142857142, 14.428571428571429, 15.142857142857142, 15.142857142857142, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 18.857142857142858, 19.142857142857142, 20.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 1.8571428571428572, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 2.5714285714285716, 0.2857142857142857, 1.4285714285714286 ], "type_event": [ 10, 16, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a mix of categories, including Books and Kindle Store, occurring in the initial weeks. A significant concentration of reviews in the Books category is observed, particularly between weeks 0 and 20, with a notable cluster around weeks 2 to 12. The Kindle Store reviews are more sporadic, with several grouped around weeks 7 to 15. Overall, the trend shows a predominance of Books reviews throughout the timeline, with Kindle Store reviews appearing less frequently and primarily clustered in specific periods." }, { "dim_process": 18, "seq_idx": 646, "seq_len": 136, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.0, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.0, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.714285714285714, 4.857142857142857, 5.0, 5.0, 5.142857142857143, 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"Kindle Store", "Books", "Kindle Store", "Grocery and Gourmet Food", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Other", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Patio Lawn and Garden", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" and \"Kindle Store\" categories, with reviews for these categories occurring frequently throughout the timeline. Initially, there is a relatively even distribution of reviews between \"Books\" and \"Kindle Store,\" but as time progresses, reviews for \"Books\" become more clustered, especially in the later weeks. The \"Grocery and Gourmet Food\" and \"Patio Lawn and Garden\" categories appear infrequently, indicating a strong preference for books and Kindle-related products. Overall, the review activity shows a trend of increasing engagement with books over time, particularly after the first few weeks." }, { "dim_process": 18, "seq_idx": 647, "seq_len": 42, "time_since_start": [ 0.0, 0.42857142857142855, 1.4285714285714286, 1.4285714285714286, 1.8571428571428572, 2.4285714285714284, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 4.142857142857143, 5.285714285714286, 5.571428571428571, 6.142857142857143, 6.571428571428571, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.428571428571429, 9.714285714285714, 9.857142857142858, 10.285714285714286, 10.857142857142858, 11.285714285714286, 11.428571428571429, 12.0, 12.428571428571429, 13.0, 13.142857142857142, 13.285714285714286, 13.857142857142858, 14.285714285714286, 14.571428571428571, 15.285714285714286, 15.857142857142858, 16.0, 16.428571428571427, 17.428571428571427, 18.0, 18.285714285714285, 18.571428571428573, 19.428571428571427, 22.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 1.0, 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 1.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 2.5714285714285716 ], "type_event": [ 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a few entries in the \"Books\" category, followed by a couple of reviews in the \"Kindle Store\" shortly after. A significant clustering of \"Books\" reviews occurs from the first week onward, with a gradual increase in frequency over time. The \"Kindle Store\" reviews appear less frequently, mainly concentrated in the earlier and later parts of the sequence, while the majority of the reviews consistently fall within the \"Books\" category, especially in the middle to later weeks. Overall, the trend shows a sustained focus on \"Books\" throughout the sequence, with intermittent reviews for the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 648, "seq_len": 86, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.0, 1.0, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.2857142857142856, 4.142857142857143, 6.285714285714286, 6.285714285714286, 6.714285714285714, 6.714285714285714, 6.714285714285714, 6.714285714285714, 8.142857142857142, 8.142857142857142, 8.714285714285714, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.571428571428571, 11.285714285714286, 11.285714285714286, 11.571428571428571, 11.571428571428571, 11.714285714285714, 12.285714285714286, 12.285714285714286, 12.285714285714286, 12.714285714285714, 12.714285714285714, 13.0, 13.571428571428571, 13.571428571428571, 13.571428571428571, 14.428571428571429, 14.571428571428571, 14.857142857142858, 14.857142857142858, 14.857142857142858, 14.857142857142858, 15.285714285714286, 15.285714285714286, 15.714285714285714, 15.714285714285714, 16.571428571428573, 16.571428571428573, 19.285714285714285, 19.285714285714285, 19.857142857142858, 19.857142857142858, 19.857142857142858, 21.142857142857142, 21.142857142857142, 21.285714285714285, 21.428571428571427, 21.428571428571427, 22.0, 22.0, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.42857142857142855, 1.8571428571428572, 2.142857142857143, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.0, 0.8571428571428571, 0.0, 2.7142857142857144, 0.0, 0.5714285714285714, 0.0, 0.0, 1.2857142857142858, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.42857142857142855 ], "type_event": [ 11, 11, 0, 10, 15, 1, 11, 0, 15, 11, 11, 13, 15, 1, 2, 15, 13, 1, 14, 11, 7, 4, 14, 13, 11, 1, 11, 1, 13, 6, 13, 11, 2, 11, 11, 8, 15, 10, 8, 15, 1, 15, 11, 4, 11, 13, 11, 11, 12, 1, 11, 1, 8, 15, 11, 11, 0, 6, 12, 10, 14, 8, 11, 11, 1, 6, 8, 11, 9, 11, 9, 11, 15, 15, 14, 8, 15, 12, 8, 15, 8, 8, 15, 8, 17, 4 ], "type_text": [ "Home and Kitchen", "Home and Kitchen", "Other", "Books", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Pet Supplies", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Tools and Home Improvement", "Movies and TV", "Home and Kitchen", "Grocery and Gourmet Food", "Electronics", "Movies and TV", "Patio Lawn and Garden", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Patio Lawn and Garden", "Industrial and Scientific", "Patio Lawn and Garden", "Home and Kitchen", "Pet Supplies", "Home and Kitchen", "Home and Kitchen", "Toys and Games", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Home and Kitchen", "Electronics", "Home and Kitchen", "Patio Lawn and Garden", "Home and Kitchen", "Home and Kitchen", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Toys and Games", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Other", "Industrial and Scientific", "Sports and Outdoors", "Books", "Movies and TV", "Toys and Games", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Industrial and Scientific", "Toys and Games", "Home and Kitchen", "Office Products", "Home and Kitchen", "Office Products", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Movies and TV", "Toys and Games", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Toys and Games", "Clothing Shoes and Jewelry", "Toys and Games", "Toys and Games", "Clothing Shoes and Jewelry", "Toys and Games", "Cell Phones and Accessories", "Electronics" ], "description": "The sequence of product reviews indicates a diverse range of categories being reviewed over time, with notable clustering of certain categories. Initially, reviews for Home and Kitchen and Clothing Shoes and Jewelry are frequent, particularly in the early weeks. As time progresses, there is a noticeable increase in reviews for Toys and Games, especially around the later weeks, while other categories like Tools and Home Improvement and Patio Lawn and Garden also see consistent activity throughout the timeline. The reviews appear to be more concentrated in the earlier weeks, with a gradual diversification into additional categories as the sequence unfolds." }, { "dim_process": 18, "seq_idx": 649, "seq_len": 104, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.857142857142857, 4.0, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.0, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.428571428571429, 7.857142857142857, 8.0, 8.142857142857142, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 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25.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 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0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.0 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over a lengthy period. The first review of the \"Kindle Store\" appears early in the timeline, but the majority of reviews cluster around the \"Books\" category, particularly in the initial weeks. There are several instances of \"Kindle Store\" reviews interspersed throughout, particularly in the later weeks, indicating occasional engagement with that category. Overall, the pattern indicates a strong and sustained interest in \"Books,\" with \"Kindle Store\" reviews occurring less frequently and primarily at specific intervals." }, { "dim_process": 18, "seq_idx": 650, "seq_len": 68, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.0, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.0, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.142857142857142, 11.285714285714286, 11.571428571428571, 12.142857142857142, 12.714285714285714, 12.857142857142858, 13.0, 13.428571428571429, 13.714285714285714, 14.285714285714286, 14.428571428571429, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.0, 16.714285714285715, 17.142857142857142, 17.571428571428573, 18.571428571428573, 18.714285714285715, 20.857142857142858, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 1.0, 0.14285714285714285, 2.142857142857143, 2.0 ], "type_event": [ 10, 16, 10, 10, 10, 16, 16, 16, 16, 10, 10, 10, 10, 15, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which features consistently throughout the timeline, especially in the early weeks. Reviews for the \"Kindle Store\" appear less frequently but are clustered in the initial weeks and again towards the end of the sequence. There is a notable shift in the type of reviews, with a significant concentration of \"Books\" reviews occurring after the first few weeks, indicating a sustained interest in this category. The \"Clothing Shoes and Jewelry\" category is briefly represented early on, but it does not recur later in the sequence. Overall, the trend indicates a strong and ongoing engagement with books, punctuated by intermittent reviews of the Kindle Store." }, { "dim_process": 18, "seq_idx": 651, "seq_len": 89, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 2.0, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.0, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 3.857142857142857, 4.0, 4.142857142857143, 4.571428571428571, 4.857142857142857, 5.0, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.571428571428571, 7.0, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.0, 8.285714285714286, 8.571428571428571, 8.857142857142858, 8.857142857142858, 9.0, 9.142857142857142, 9.571428571428571, 10.0, 10.142857142857142, 10.285714285714286, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.0, 11.0, 11.142857142857142, 11.285714285714286, 11.571428571428571, 12.0, 12.285714285714286, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.0, 17.142857142857142, 18.0, 18.142857142857142, 18.142857142857142, 18.285714285714285, 18.571428571428573, 19.0, 21.571428571428573, 23.571428571428573, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 2.5714285714285716, 2.0, 1.5714285714285714 ], "type_event": [ 10, 0, 10, 10, 10, 10, 14, 10, 10, 8, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 0, 4, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 14, 10, 10, 10, 10, 10, 14, 10, 0, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 14, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 16, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 0, 10, 5, 16, 0, 16 ], "type_text": [ "Books", "Other", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Other", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Other", "Books", "Automotive", "Kindle Store", "Other", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple entries clustered in the initial weeks. As time progresses, there are brief mentions of \"Movies and TV,\" \"Toys and Games,\" and \"Electronics,\" but these categories are less frequent compared to \"Books.\" The reviews show a notable consistency in the \"Books\" category, which continues to dominate throughout the timeline, with occasional reviews in \"Other\" and \"Kindle Store\" appearing later in the sequence. Overall, the trend indicates a sustained interest in \"Books,\" with other categories being less prominent and appearing sporadically." }, { "dim_process": 18, "seq_idx": 652, "seq_len": 41, "time_since_start": [ 0.0, 1.0, 1.7142857142857142, 2.142857142857143, 2.7142857142857144, 3.0, 3.7142857142857144, 4.0, 4.714285714285714, 5.714285714285714, 6.0, 6.285714285714286, 6.714285714285714, 7.428571428571429, 7.714285714285714, 8.142857142857142, 8.714285714285714, 9.142857142857142, 9.714285714285714, 10.714285714285714, 11.714285714285714, 12.0, 12.285714285714286, 13.0, 13.714285714285714, 14.714285714285714, 15.714285714285714, 16.142857142857142, 16.857142857142858, 17.714285714285715, 18.0, 19.0, 20.142857142857142, 21.571428571428573, 22.428571428571427, 23.428571428571427, 23.857142857142858, 24.0, 24.142857142857142, 24.857142857142858, 25.142857142857142 ], "time_since_last_event": [ 0.0, 1.0, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 1.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 1.0, 1.0, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 1.0, 1.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 1.0, 1.1428571428571428, 1.4285714285714286, 0.8571428571428571, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user shows a consistent pattern of reviews focused solely on books. The reviews are submitted at regular intervals, primarily within the first 25 weeks, with a notable concentration of reviews occurring in the earlier weeks. The frequency of reviews appears to decrease slightly over time, with a gradual spacing observed in the later weeks, suggesting a trend of diminishing review activity as time progresses. Overall, the user maintains a steady engagement with the book category throughout the entire period." }, { "dim_process": 18, "seq_idx": 653, "seq_len": 75, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.0, 1.1428571428571428, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 3.142857142857143, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.0, 5.0, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.428571428571429, 6.857142857142857, 7.0, 7.428571428571429, 8.0, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.571428571428571, 10.857142857142858, 11.0, 11.714285714285714, 11.857142857142858, 12.0, 12.428571428571429, 12.857142857142858, 13.142857142857142, 13.428571428571429, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.571428571428571, 16.0, 16.285714285714285, 16.714285714285715, 17.0, 17.142857142857142, 17.714285714285715, 18.0, 18.142857142857142, 18.285714285714285, 18.714285714285715, 18.714285714285715, 19.285714285714285, 19.857142857142858, 20.714285714285715, 21.0, 21.714285714285715, 21.714285714285715, 21.857142857142858, 22.0, 23.428571428571427, 23.857142857142858, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with a consistent pattern of reviews submitted at regular intervals over time. The reviews begin with a strong focus on \"Books\" in the initial weeks, and this trend continues with only occasional entries in the \"Kindle Store\" category. The reviews cluster primarily in the earlier weeks, with a gradual tapering off as time progresses, although reviews remain frequent throughout the entire sequence. The \"Kindle Store\" reviews appear sporadically, primarily interspersed among the \"Books\" reviews, indicating a secondary interest in that category. Overall, the sequence shows a sustained engagement with books, with the \"Kindle Store\" reviews serving as minor interruptions in an otherwise steady flow of book-related feedback." }, { "dim_process": 18, "seq_idx": 654, "seq_len": 62, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 2.2857142857142856, 2.857142857142857, 2.857142857142857, 4.0, 4.857142857142857, 4.857142857142857, 6.0, 6.0, 6.142857142857143, 6.142857142857143, 6.571428571428571, 6.571428571428571, 7.0, 8.142857142857142, 8.142857142857142, 8.142857142857142, 8.142857142857142, 11.0, 11.0, 13.142857142857142, 13.142857142857142, 13.142857142857142, 13.142857142857142, 13.142857142857142, 13.142857142857142, 13.142857142857142, 14.0, 14.0, 16.0, 16.0, 16.0, 18.0, 18.0, 18.0, 18.0, 18.0, 18.0, 19.142857142857142, 19.142857142857142, 20.142857142857142, 20.142857142857142, 20.142857142857142, 20.142857142857142, 20.142857142857142, 20.428571428571427, 21.0, 21.0, 21.0, 21.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.0, 0.0, 0.8571428571428571, 0.5714285714285714, 0.0, 1.1428571428571428, 0.8571428571428571, 0.0, 1.1428571428571428, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.42857142857142855, 1.1428571428571428, 0.0, 0.0, 0.0, 2.857142857142857, 0.0, 2.142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 2.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.1428571428571428, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.0, 0.42857142857142855 ], "type_event": [ 13, 12, 1, 2, 9, 12, 4, 2, 1, 1, 4, 5, 2, 4, 13, 4, 6, 12, 1, 2, 0, 6, 4, 4, 11, 4, 4, 11, 10, 6, 11, 4, 11, 12, 2, 9, 7, 15, 4, 2, 4, 4, 15, 2, 9, 6, 15, 2, 13, 0, 11, 13, 13, 6, 2, 1, 3, 12, 0, 2, 4, 1 ], "type_text": [ "Patio Lawn and Garden", "Sports and Outdoors", "Tools and Home Improvement", "Pet Supplies", "Office Products", "Sports and Outdoors", "Electronics", "Pet Supplies", "Tools and Home Improvement", "Tools and Home Improvement", "Electronics", "Automotive", "Pet Supplies", "Electronics", "Patio Lawn and Garden", "Electronics", "Industrial and Scientific", "Sports and Outdoors", "Tools and Home Improvement", "Pet Supplies", "Other", "Industrial and Scientific", "Electronics", "Electronics", "Home and Kitchen", "Electronics", "Electronics", "Home and Kitchen", "Books", "Industrial and Scientific", "Home and Kitchen", "Electronics", "Home and Kitchen", "Sports and Outdoors", "Pet Supplies", "Office Products", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Electronics", "Pet Supplies", "Electronics", "Electronics", "Clothing Shoes and Jewelry", "Pet Supplies", "Office Products", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Pet Supplies", "Patio Lawn and Garden", "Other", "Home and Kitchen", "Patio Lawn and Garden", "Patio Lawn and Garden", "Industrial and Scientific", "Pet Supplies", "Tools and Home Improvement", "Arts Crafts and Sewing", "Sports and Outdoors", "Other", "Pet Supplies", "Electronics", "Tools and Home Improvement" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Patio Lawn and Garden, Sports and Outdoors, and Tools and Home Improvement, all submitted within the first two weeks. As time progresses, there is a notable increase in reviews for Electronics, which cluster around weeks 1.43 to 8.14. Additionally, Pet Supplies and Tools and Home Improvement reviews appear consistently throughout the timeline, with a peak in frequency around weeks 13.14 to 21.0. Towards the later weeks, there is a resurgence of reviews in categories like Home and Kitchen, Office Products, and Industrial and Scientific, indicating a varied interest in different product types over time." }, { "dim_process": 18, "seq_idx": 655, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 1.2857142857142858, 2.4285714285714284, 2.4285714285714284, 2.857142857142857, 2.857142857142857, 2.857142857142857, 5.285714285714286, 6.285714285714286, 8.428571428571429, 8.428571428571429, 8.571428571428571, 9.714285714285714, 9.714285714285714, 10.428571428571429, 13.714285714285714, 16.857142857142858, 16.857142857142858, 17.142857142857142, 17.142857142857142, 17.142857142857142, 18.142857142857142, 18.142857142857142, 18.142857142857142, 18.142857142857142, 19.428571428571427, 19.428571428571427, 19.428571428571427, 19.857142857142858, 19.857142857142858, 19.857142857142858, 19.857142857142858, 21.285714285714285, 21.285714285714285, 22.142857142857142, 22.142857142857142, 22.142857142857142, 23.428571428571427, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 1.2857142857142858, 1.1428571428571428, 0.0, 0.42857142857142855, 0.0, 0.0, 2.4285714285714284, 1.0, 2.142857142857143, 0.0, 0.14285714285714285, 1.1428571428571428, 0.0, 0.7142857142857143, 3.2857142857142856, 3.142857142857143, 0.0, 0.2857142857142857, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.2857142857142858, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 0.8571428571428571, 0.0, 0.0, 1.2857142857142858, 0.2857142857142857 ], "type_event": [ 11, 1, 9, 11, 10, 1, 10, 5, 1, 8, 4, 7, 15, 12, 2, 10, 6, 1, 13, 13, 17, 8, 5, 3, 4, 8, 11, 8, 6, 15, 10, 8, 13, 1, 15, 9, 12, 1, 8, 11 ], "type_text": [ "Home and Kitchen", "Tools and Home Improvement", "Office Products", "Home and Kitchen", "Books", "Tools and Home Improvement", "Books", "Automotive", "Tools and Home Improvement", "Toys and Games", "Electronics", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Pet Supplies", "Books", "Industrial and Scientific", "Tools and Home Improvement", "Patio Lawn and Garden", "Patio Lawn and Garden", "Cell Phones and Accessories", "Toys and Games", "Automotive", "Arts Crafts and Sewing", "Electronics", "Toys and Games", "Home and Kitchen", "Toys and Games", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Patio Lawn and Garden", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Office Products", "Sports and Outdoors", "Tools and Home Improvement", "Toys and Games", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a focus on Home and Kitchen and Tools and Home Improvement categories, occurring early in the timeline. As time progresses, there is a noticeable diversification of categories, with clusters of reviews in Books, Toys and Games, and Tools and Home Improvement emerging around the 2 to 10-week mark. The review activity shows a pattern of increased frequency around the 18 to 23-week period, particularly in Toys and Games and Tools and Home Improvement. Overall, the user exhibits a tendency to review a wide range of categories over time, with certain categories like Tools and Home Improvement and Toys and Games appearing multiple times throughout the sequence." }, { "dim_process": 18, "seq_idx": 656, "seq_len": 85, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 7.714285714285714, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.0, 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TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews predominantly features the \"Movies and TV\" category, with a consistent frequency of reviews submitted over time, especially in the initial weeks. There is a notable shift around the 6-week mark when the first review in the \"Books\" category appears, although the majority of reviews continue to be for \"Movies and TV.\" As the sequence progresses, the frequency of reviews remains high, with occasional entries in the \"Books\" category, particularly around the 13-week and 16-week marks. Overall, the trend indicates a strong focus on \"Movies and TV,\" with \"Books\" being reviewed less frequently and primarily clustered at specific intervals." }, { "dim_process": 18, "seq_idx": 657, "seq_len": 70, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.0, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.714285714285714, 6.285714285714286, 6.428571428571429, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.0, 8.285714285714286, 8.857142857142858, 9.285714285714286, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.0, 10.428571428571429, 10.857142857142858, 11.142857142857142, 11.571428571428571, 11.714285714285714, 12.0, 12.285714285714286, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.285714285714286, 13.714285714285714, 14.142857142857142, 14.571428571428571, 14.714285714285714, 15.0, 15.571428571428571, 15.714285714285714, 16.142857142857142, 16.857142857142858, 17.0, 17.571428571428573, 17.857142857142858, 18.285714285714285, 18.428571428571427, 18.714285714285715, 19.0, 19.142857142857142, 20.285714285714285, 20.571428571428573, 20.857142857142858, 21.571428571428573, 22.0, 22.142857142857142, 22.285714285714285, 22.714285714285715, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions occurring at regular intervals over time. The reviews begin at week zero and continue steadily, with a noticeable cluster of submissions in the early weeks, particularly within the first 18 weeks. After a peak in activity around week 22, there is a slight shift as a review for the Kindle Store is submitted, followed by a return to book reviews. Overall, the trend indicates a strong focus on books throughout the entire sequence, with the Kindle Store review representing a minor deviation in the established pattern." }, { "dim_process": 18, "seq_idx": 658, "seq_len": 92, "time_since_start": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.0, 1.2857142857142858, 2.5714285714285716, 2.857142857142857, 3.0, 3.0, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.0, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.285714285714286, 6.428571428571429, 7.0, 7.571428571428571, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.0, 9.0, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.0, 10.428571428571429, 10.428571428571429, 10.571428571428571, 10.714285714285714, 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"Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Books", "Tools and Home Improvement", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Pet Supplies", "Clothing Shoes and Jewelry", "Books", "Books", "Sports and Outdoors", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Toys and Games", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Clothing Shoes and Jewelry", "Other", "Books", "Movies and TV", "Toys and Games", "Toys and Games", "Books", "Books", "Books", "Books", "Other", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Toys and Games", "Arts Crafts and Sewing", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Office Products", "Grocery and Gourmet Food", "Books", "Books", "Arts Crafts and Sewing", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Home and Kitchen", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Home and Kitchen", "Toys and Games", "Books", "Office Products", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Tools and Home Improvement" ], "description": "The sequence of product reviews shows a clear preference for certain categories over time, with \"Clothing Shoes and Jewelry\" and \"Books\" being the most frequently reviewed categories. Initial reviews are diverse, with \"Clothing Shoes and Jewelry,\" \"Books,\" and \"Sports and Outdoors\" appearing early on. As time progresses, there is a noticeable clustering of reviews in the \"Home and Kitchen\" and \"Grocery and Gourmet Food\" categories, particularly in the later weeks. Additionally, reviews for \"Toys and Games\" and \"Arts Crafts and Sewing\" appear intermittently, while \"Books\" consistently appear throughout the sequence, particularly in the middle to later weeks." }, { "dim_process": 18, "seq_idx": 659, "seq_len": 43, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 2.2857142857142856, 3.142857142857143, 3.7142857142857144, 4.0, 4.714285714285714, 4.857142857142857, 5.0, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.142857142857143, 7.285714285714286, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.0, 9.285714285714286, 9.428571428571429, 10.285714285714286, 10.571428571428571, 11.428571428571429, 11.571428571428571, 13.142857142857142, 13.857142857142858, 14.0, 16.0, 16.857142857142858, 18.142857142857142, 18.571428571428573, 18.571428571428573, 18.571428571428573, 23.428571428571427, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 1.5714285714285714, 0.7142857142857143, 0.14285714285714285, 2.0, 0.8571428571428571, 1.2857142857142858, 0.42857142857142855, 0.0, 0.0, 4.857142857142857, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 11, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Home and Kitchen", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of reviews primarily focused on books, with the majority of entries occurring within the first 18 weeks. After this initial period, there is a notable introduction of reviews for office products and home and kitchen items, all occurring simultaneously at the 18-week mark. Following this diversification, the user returns to reviewing books, with additional reviews continuing to be submitted up to the 23-week mark. Overall, the reviews cluster heavily around books, especially in the earlier weeks, with a brief expansion into other categories before returning to books." }, { "dim_process": 18, "seq_idx": 660, "seq_len": 69, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.0, 2.4285714285714284, 2.7142857142857144, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 4.0, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.857142857142857, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.0, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.857142857142858, 10.0, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.571428571428571, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 15.142857142857142, 15.285714285714286, 16.142857142857142, 16.285714285714285, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.571428571428573, 18.0, 18.142857142857142, 18.285714285714285, 18.428571428571427, 19.142857142857142, 19.285714285714285, 19.428571428571427, 22.285714285714285, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 2.857142857142857, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user consists exclusively of reviews for books, with no variation in category throughout the timeline. The reviews are consistently submitted over an extended period, with a notable concentration of activity in the earlier weeks, particularly within the first 10 weeks. After this initial surge, there are fewer reviews submitted, but the user continues to submit reviews intermittently over the following weeks, indicating a sustained interest in reviewing books over time. The frequency of reviews appears to decrease as time progresses, with some clusters of activity observed in specific later weeks." }, { "dim_process": 18, "seq_idx": 661, "seq_len": 45, "time_since_start": [ 0.0, 0.2857142857142857, 1.1428571428571428, 1.8571428571428572, 2.2857142857142856, 3.0, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.428571428571429, 4.857142857142857, 5.714285714285714, 6.285714285714286, 6.714285714285714, 7.0, 7.714285714285714, 8.142857142857142, 8.285714285714286, 9.285714285714286, 9.571428571428571, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.428571428571429, 12.0, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.571428571428571, 14.0, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.857142857142858, 16.571428571428573, 16.714285714285715, 17.571428571428573, 17.714285714285715, 18.0, 19.142857142857142, 19.428571428571427, 19.428571428571427, 23.0, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 1.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.0, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.0, 3.5714285714285716, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews for books, which are submitted consistently over a period of time. The reviews begin at week zero and continue at a steady pace, with clusters of reviews occurring in the early weeks and then tapering off slightly as time progresses. Notably, there is a single review for the Kindle Store that appears later in the sequence, indicating a slight diversification in review categories. Overall, the trend shows a sustained focus on books throughout the timeline, with reviews becoming less frequent as the weeks advance." }, { "dim_process": 18, "seq_idx": 662, "seq_len": 68, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.857142857142857, 4.428571428571429, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.714285714285714, 5.0, 5.0, 5.285714285714286, 5.571428571428571, 5.857142857142857, 5.857142857142857, 6.428571428571429, 7.571428571428571, 7.571428571428571, 8.428571428571429, 8.571428571428571, 8.571428571428571, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.428571428571429, 10.142857142857142, 10.142857142857142, 10.142857142857142, 11.0, 11.142857142857142, 11.142857142857142, 11.142857142857142, 11.285714285714286, 11.285714285714286, 11.714285714285714, 12.0, 12.142857142857142, 12.857142857142858, 13.428571428571429, 14.0, 15.142857142857142, 15.142857142857142, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 19.142857142857142, 19.428571428571427, 22.571428571428573, 23.285714285714285, 23.285714285714285, 23.428571428571427, 23.428571428571427, 23.428571428571427, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 1.1428571428571428, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.0, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 0.0, 1.1428571428571428, 0.0, 0.0, 0.0, 2.857142857142857, 0.2857142857142857, 3.142857142857143, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.0, 1.4285714285714286 ], "type_event": [ 2, 12, 15, 5, 15, 15, 15, 0, 2, 15, 2, 10, 15, 0, 5, 7, 15, 11, 15, 15, 11, 0, 15, 15, 15, 10, 11, 15, 15, 0, 11, 11, 15, 0, 15, 15, 2, 15, 5, 9, 0, 15, 10, 8, 15, 11, 7, 15, 11, 0, 15, 15, 15, 0, 7, 15, 0, 0, 10, 7, 11, 7, 11, 0, 15, 7, 1, 15 ], "type_text": [ "Pet Supplies", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Automotive", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Other", "Pet Supplies", "Clothing Shoes and Jewelry", "Pet Supplies", "Books", "Clothing Shoes and Jewelry", "Other", "Automotive", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Pet Supplies", "Clothing Shoes and Jewelry", "Automotive", "Office Products", "Other", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Other", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Other", "Other", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Tools and Home Improvement", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a focus on Pet Supplies and Sports and Outdoors, followed by a notable concentration on Clothing Shoes and Jewelry in the early weeks. As time progresses, there is a gradual introduction of other categories such as Automotive, Books, and Home and Kitchen, with Clothing Shoes and Jewelry remaining a dominant category throughout. Reviews for Grocery and Gourmet Food appear more frequently in the later weeks, while Other categories also see increased submissions towards the end of the timeline. Overall, there is a clear trend of clustering around Clothing Shoes and Jewelry early on, with diversification into other categories occurring as the weeks advance." }, { "dim_process": 18, "seq_idx": 663, "seq_len": 40, "time_since_start": [ 0.0, 1.5714285714285714, 2.0, 2.2857142857142856, 2.857142857142857, 3.142857142857143, 3.7142857142857144, 4.571428571428571, 5.428571428571429, 5.857142857142857, 6.0, 6.857142857142857, 7.0, 7.428571428571429, 8.0, 8.142857142857142, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.857142857142858, 10.142857142857142, 10.714285714285714, 10.714285714285714, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.571428571428571, 12.857142857142858, 13.285714285714286, 13.714285714285714, 14.142857142857142, 15.142857142857142, 15.571428571428571, 16.428571428571427, 16.571428571428573, 17.571428571428573, 18.285714285714285, 18.857142857142858, 22.428571428571427 ], "time_since_last_event": [ 0.0, 1.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.0, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 1.0, 0.7142857142857143, 0.5714285714285714, 3.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 11, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 18 weeks. The reviews primarily cluster in the early weeks, with a notable peak around the 8 to 10-week mark. There are two instances of reviews in the \"Kindle Store\" category, occurring at the 10.71-week and 13.71-week marks, indicating a slight diversification in review topics. A single review in the \"Home and Kitchen\" category appears later in the sequence at the 18.86-week mark, suggesting a shift in focus after a prolonged period of reviewing books. Overall, the trend indicates a strong initial emphasis on books, with occasional diversions into other categories." }, { "dim_process": 18, "seq_idx": 664, "seq_len": 64, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.0, 1.1428571428571428, 1.8571428571428572, 2.0, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 4.0, 5.0, 5.857142857142857, 6.0, 6.428571428571429, 6.571428571428571, 7.0, 7.142857142857143, 7.571428571428571, 8.0, 8.285714285714286, 8.428571428571429, 9.0, 10.0, 10.142857142857142, 10.285714285714286, 10.285714285714286, 10.857142857142858, 11.0, 12.0, 12.428571428571429, 12.428571428571429, 12.571428571428571, 13.0, 13.142857142857142, 14.0, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.285714285714286, 15.857142857142858, 16.0, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.0, 17.142857142857142, 17.571428571428573, 17.571428571428573, 18.0, 19.0, 19.0, 20.142857142857142, 20.857142857142858, 21.0, 22.0, 23.857142857142858, 24.0, 24.857142857142858, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 1.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 1.0, 0.0, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 1.0, 1.8571428571428572, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted over a span of several weeks. The reviews primarily cluster within the first 25 weeks, with a notable concentration in the first 18 weeks. The \"Kindle Store\" reviews appear less frequently and are interspersed among the predominantly \"Books\" reviews, particularly emerging around the 10-week mark and again at the 17-week mark. Overall, the trend indicates a sustained interest in books, with occasional reviews for the Kindle Store appearing later in the sequence." }, { "dim_process": 18, "seq_idx": 665, "seq_len": 52, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.4285714285714286, 1.5714285714285714, 2.0, 2.2857142857142856, 4.0, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.0, 6.285714285714286, 6.428571428571429, 6.857142857142857, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.285714285714286, 10.428571428571429, 10.857142857142858, 11.285714285714286, 11.857142857142858, 12.0, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.0, 15.285714285714286, 15.714285714285714, 16.0, 16.571428571428573, 17.142857142857142, 17.428571428571427, 17.857142857142858, 18.0, 18.571428571428573, 18.714285714285715, 18.857142857142858, 19.285714285714285, 20.428571428571427, 21.142857142857142, 22.0, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.7142857142857143, 0.8571428571428571, 2.5714285714285716 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted throughout the timeline. The first review in the \"Kindle Store\" category appears early in the sequence, followed by a notable cluster of \"Books\" reviews that dominate the initial weeks. There are occasional reviews for the \"Kindle Store\" interspersed at various points, particularly around the 4-week mark and again after the 17-week mark. Overall, the trend indicates a strong preference for \"Books\" reviews, with \"Kindle Store\" reviews appearing less frequently and primarily at specific intervals." }, { "dim_process": 18, "seq_idx": 666, "seq_len": 52, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 1.0, 1.1428571428571428, 1.4285714285714286, 2.0, 2.142857142857143, 2.7142857142857144, 5.0, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.571428571428571, 12.714285714285714, 13.0, 13.142857142857142, 15.142857142857142, 15.428571428571429, 15.714285714285714, 15.714285714285714, 15.714285714285714, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 2.2857142857142856, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 2.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 11, 15, 3, 10, 10, 10, 16, 10, 16, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Home and Kitchen", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a strong focus on books, with multiple entries clustered in the first several weeks. Reviews for books continue to dominate the early part of the timeline, with a gradual increase in the interval between reviews as time progresses. After a significant period of reviewing books, there is a shift to reviews for the Kindle Store, which occurs intermittently before a brief diversification into other categories such as Home and Kitchen, Clothing, and Arts and Crafts. Following this diversification, there is a return to reviewing books, indicating a reestablishment of focus on that category towards the end of the sequence." }, { "dim_process": 18, "seq_idx": 667, "seq_len": 49, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.0, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.0, 2.7142857142857144, 3.0, 3.5714285714285716, 5.0, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.571428571428571, 6.714285714285714, 7.0, 7.571428571428571, 7.714285714285714, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.571428571428571, 10.714285714285714, 11.0, 11.571428571428571, 11.714285714285714, 12.571428571428571, 12.714285714285714, 13.571428571428571, 14.142857142857142, 14.714285714285714, 15.0, 15.571428571428571, 16.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.714285714285715, 20.428571428571427, 21.0, 21.714285714285715, 22.142857142857142, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 1.4285714285714286, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 2.7142857142857144, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 2.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews submitted at regular intervals over time. The reviews begin at week 0 and continue steadily, with a notable concentration of submissions occurring within the first 18 weeks. After this initial period, there is a slight decrease in frequency, but reviews continue to be submitted up to week 24, indicating ongoing engagement with the product category. Overall, the pattern demonstrates a sustained interest in books throughout the entire timeframe, with no other categories represented." }, { "dim_process": 18, "seq_idx": 668, "seq_len": 46, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 4.285714285714286, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 5.428571428571429, 5.428571428571429, 6.285714285714286, 6.285714285714286, 7.142857142857143, 7.714285714285714, 8.285714285714286, 8.285714285714286, 9.0, 9.0, 9.142857142857142, 11.571428571428571, 11.571428571428571, 14.285714285714286, 14.285714285714286, 14.285714285714286, 14.571428571428571, 14.571428571428571, 16.0, 16.0, 16.0, 18.857142857142858, 18.857142857142858, 19.285714285714285, 19.285714285714285, 19.285714285714285, 19.571428571428573, 21.0, 21.0, 21.0, 22.0, 22.0, 23.142857142857142, 23.142857142857142, 23.142857142857142, 24.428571428571427, 24.714285714285715, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 4.142857142857143, 0.2857142857142857, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.8571428571428571, 0.0, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 2.4285714285714284, 0.0, 2.7142857142857144, 0.0, 0.0, 0.2857142857142857, 0.0, 1.4285714285714286, 0.0, 0.0, 2.857142857142857, 0.0, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 1.4285714285714286, 0.0, 0.0, 1.0, 0.0, 1.1428571428571428, 0.0, 0.0, 1.2857142857142858, 0.2857142857142857, 0.0 ], "type_event": [ 15, 3, 3, 3, 8, 11, 7, 10, 0, 11, 11, 15, 7, 7, 15, 5, 11, 1, 15, 11, 15, 13, 15, 1, 13, 7, 11, 4, 1, 15, 11, 15, 11, 12, 12, 11, 7, 1, 11, 1, 11, 4, 13, 15, 15, 17 ], "type_text": [ "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Toys and Games", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Other", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Automotive", "Home and Kitchen", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Sports and Outdoors", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Electronics", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Cell Phones and Accessories" ], "description": "The sequence of product reviews shows an initial focus on Clothing, Shoes, and Jewelry, alongside Arts, Crafts, and Sewing early in the timeline. As time progresses, there is a noticeable increase in reviews related to Home and Kitchen, which clusters around the mid to later weeks. Grocery and Gourmet Food reviews appear intermittently, with a slight increase in frequency as the sequence continues. Additionally, there are several instances of reviews in Tools and Home Improvement and Electronics, particularly concentrated in the later weeks. Overall, the trend indicates a gradual diversification of review categories, with certain types, like Home and Kitchen, becoming more prominent over time." }, { "dim_process": 18, "seq_idx": 669, "seq_len": 40, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.4285714285714286, 1.8571428571428572, 2.2857142857142856, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.428571428571429, 4.857142857142857, 4.857142857142857, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 7.857142857142857, 8.142857142857142, 8.714285714285714, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.714285714285714, 10.428571428571429, 10.857142857142858, 12.142857142857142, 12.142857142857142, 14.142857142857142, 14.714285714285714, 15.0, 15.571428571428571, 16.857142857142858, 17.428571428571427, 21.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 1.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.42857142857142855, 1.2857142857142858, 0.0, 2.0, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 0.5714285714285714, 3.7142857142857144 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted over time. The reviews begin with a cluster of \"Books\" submissions in the initial weeks, followed by a gradual increase in frequency, particularly between weeks 4 and 10. The \"Kindle Store\" reviews appear sporadically, primarily clustered around weeks 4, 9, and 12, while the majority of reviews remain centered on \"Books\" throughout the sequence. Overall, the trend indicates a sustained interest in books with occasional engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 670, "seq_len": 53, "time_since_start": [ 0.0, 1.0, 1.0, 3.0, 5.714285714285714, 6.0, 6.285714285714286, 6.285714285714286, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.857142857142857, 7.857142857142857, 8.0, 8.857142857142858, 8.857142857142858, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.0, 10.285714285714286, 10.571428571428571, 10.857142857142858, 10.857142857142858, 11.0, 11.714285714285714, 12.0, 13.0, 13.285714285714286, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.857142857142858, 13.857142857142858, 14.0, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.428571428571427, 17.714285714285715, 18.0, 18.285714285714285, 19.0, 19.285714285714285, 25.714285714285715 ], "time_since_last_event": [ 0.0, 1.0, 0.0, 2.0, 2.7142857142857144, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 6.428571428571429 ], "type_event": [ 10, 16, 10, 10, 10, 10, 0, 16, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Other", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which appears predominantly throughout the timeline. Initial reviews occur in the first few weeks, with a notable clustering of reviews around the 6 to 14-week mark, where both \"Books\" and \"Kindle Store\" categories are present. After this cluster, the frequency of reviews remains steady, primarily within the \"Books\" category, extending into later weeks with occasional entries in the \"Kindle Store.\" Overall, the reviews exhibit a trend of sustained engagement with books, with minimal variation in category focus over time." }, { "dim_process": 18, "seq_idx": 671, "seq_len": 46, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.285714285714286, 5.285714285714286, 5.285714285714286, 6.285714285714286, 6.285714285714286, 6.285714285714286, 6.285714285714286, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.285714285714286, 14.285714285714286, 14.285714285714286, 15.0, 15.0, 17.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.7142857142857142, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 7.857142857142857, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.7142857142857143, 0.0, 2.0 ], "type_event": [ 0, 11, 3, 2, 10, 14, 1, 12, 14, 7, 10, 13, 11, 7, 15, 10, 2, 1, 4, 13, 14, 7, 0, 10, 14, 17, 7, 0, 1, 11, 0, 13, 3, 7, 13, 1, 6, 9, 14, 2, 14, 7, 11, 14, 9, 2 ], "type_text": [ "Other", "Home and Kitchen", "Arts Crafts and Sewing", "Pet Supplies", "Books", "Movies and TV", "Tools and Home Improvement", "Sports and Outdoors", "Movies and TV", "Grocery and Gourmet Food", "Books", "Patio Lawn and Garden", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Pet Supplies", "Tools and Home Improvement", "Electronics", "Patio Lawn and Garden", "Movies and TV", "Grocery and Gourmet Food", "Other", "Books", "Movies and TV", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Other", "Tools and Home Improvement", "Home and Kitchen", "Other", "Patio Lawn and Garden", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Tools and Home Improvement", "Industrial and Scientific", "Office Products", "Movies and TV", "Pet Supplies", "Movies and TV", "Grocery and Gourmet Food", "Home and Kitchen", "Movies and TV", "Office Products", "Pet Supplies" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the first week, including Other, Home and Kitchen, and Arts Crafts and Sewing. As time progresses, there is a noticeable clustering of reviews around the three-week mark, particularly in Grocery and Gourmet Food, Movies and TV, and several other categories. Reviews continue to be submitted over the following weeks, with a significant increase in submissions around the five-week mark, particularly in Books and Movies and TV. The pattern shows a decline in frequency after the five-week mark, with a notable gap before reviews are submitted again at the fourteen-week mark, where Movies and TV and Grocery and Gourmet Food appear prominently. Overall, the events reflect a trend of initial diversity, followed by clustering at specific intervals, and a later return to certain categories after a period of inactivity." }, { "dim_process": 18, "seq_idx": 672, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 4.142857142857143, 6.285714285714286, 8.285714285714286, 8.571428571428571, 8.857142857142858, 10.142857142857142, 10.285714285714286, 11.285714285714286, 11.714285714285714, 12.0, 12.142857142857142, 12.428571428571429, 13.428571428571429, 13.714285714285714, 14.0, 14.285714285714286, 14.857142857142858, 15.0, 15.142857142857142, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.428571428571427, 16.571428571428573, 17.285714285714285, 17.714285714285715, 18.857142857142858, 19.428571428571427, 20.0, 21.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 2.142857142857143, 2.0, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 1.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 1.1428571428571428, 0.5714285714285714, 0.5714285714285714, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted in this category throughout the entire timeline. The reviews are clustered closely together in the initial weeks, with a gradual increase in intervals between submissions as time progresses. A notable shift occurs around week 13, where a review for the \"Kindle Store\" is submitted, but the user quickly returns to reviewing books. Overall, the majority of reviews are concentrated in the earlier weeks, with fewer reviews submitted as time advances, indicating a decline in review frequency." }, { "dim_process": 18, "seq_idx": 673, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 1.0, 1.8571428571428572, 2.5714285714285716, 3.0, 4.0, 4.571428571428571, 5.0, 5.857142857142857, 6.428571428571429, 6.857142857142857, 7.142857142857143, 7.714285714285714, 9.857142857142858, 10.571428571428571, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 12.285714285714286, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.0, 15.142857142857142, 15.428571428571429, 17.285714285714285, 17.428571428571427, 17.714285714285715, 20.142857142857142, 23.0, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 1.0, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 2.142857142857143, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.8571428571428572, 0.14285714285714285, 0.2857142857142857, 2.4285714285714284, 2.857142857142857, 0.42857142857142855 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a majority of reviews submitted over time. Initially, both \"Kindle Store\" and \"Books\" reviews appear, but the frequency of \"Books\" reviews increases significantly after the first week, with multiple entries clustered closely together. \"Kindle Store\" reviews occur less frequently, primarily at the beginning and towards the end of the sequence, while \"Books\" reviews dominate the middle period, indicating a sustained interest in that category. Overall, the trend indicates a consistent pattern of reviewing \"Books,\" with only occasional reviews for the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 674, "seq_len": 59, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.0, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 4.857142857142857, 5.0, 5.285714285714286, 6.0, 6.142857142857143, 7.571428571428571, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.285714285714286, 10.0, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.428571428571429, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.428571428571429, 15.285714285714286, 16.142857142857142, 16.285714285714285, 16.571428571428573, 16.714285714285715, 17.0, 17.285714285714285, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 6.0 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a notable concentration of reviews occurring in the early weeks. The user initially submits several reviews for \"Books\" before introducing reviews for the \"Kindle Store\" around the two-week mark. After this, reviews for \"Books\" continue to dominate, with intermittent reviews for the \"Kindle Store\" appearing throughout the sequence, particularly clustered around the four to eight-week range. The trend indicates that \"Books\" reviews are consistently submitted over time, while \"Kindle Store\" reviews appear less frequently and are more spread out." }, { "dim_process": 18, "seq_idx": 675, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 10.428571428571429, 13.0, 13.0, 13.0, 13.0, 17.857142857142858, 21.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 3.857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 6.428571428571429, 2.5714285714285716, 0.0, 0.0, 0.0, 4.857142857142857, 3.857142857142857 ], "type_event": [ 15, 1, 2, 12, 11, 0, 0, 15, 0, 13, 12, 11, 8, 17, 4, 2, 1, 14, 0, 1, 12, 7, 4, 15, 3, 0, 10, 17, 9, 0, 5, 8, 0, 11, 0, 11, 7, 13, 12, 1, 7, 9 ], "type_text": [ "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Pet Supplies", "Sports and Outdoors", "Home and Kitchen", "Other", "Other", "Clothing Shoes and Jewelry", "Other", "Patio Lawn and Garden", "Sports and Outdoors", "Home and Kitchen", "Toys and Games", "Cell Phones and Accessories", "Electronics", "Pet Supplies", "Tools and Home Improvement", "Movies and TV", "Other", "Tools and Home Improvement", "Sports and Outdoors", "Grocery and Gourmet Food", "Electronics", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Other", "Books", "Cell Phones and Accessories", "Office Products", "Other", "Automotive", "Toys and Games", "Other", "Home and Kitchen", "Other", "Home and Kitchen", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Sports and Outdoors", "Tools and Home Improvement", "Grocery and Gourmet Food", "Office Products" ], "description": "The sequence of product reviews begins with a cluster of reviews across various categories, all submitted within the first week. Following this initial period, there is a notable concentration of reviews occurring around the 3.86-week mark, where multiple categories are represented, including Clothing Shoes and Jewelry, Electronics, and Toys and Games. After the 4-week mark, the review activity continues with a diverse range of categories, maintaining a steady pace until around the 10-week mark, where the focus shifts back to Home and Kitchen. Subsequently, reviews are submitted for Grocery and Gourmet Food and other categories at the 13-week interval, with fewer reviews appearing as time progresses, culminating in a review for Office Products at approximately 21.71 weeks." }, { "dim_process": 18, "seq_idx": 676, "seq_len": 60, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 1.5714285714285714, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.0, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.285714285714286, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.285714285714286, 9.714285714285714, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 12.571428571428571, 12.857142857142858, 13.714285714285714, 14.0, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.571428571428571, 15.714285714285714, 16.0, 16.571428571428573, 17.0, 17.285714285714285, 17.285714285714285, 18.0, 19.142857142857142, 19.428571428571427, 21.285714285714285, 22.0, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 1.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.0, 0.7142857142857143, 1.1428571428571428, 0.2857142857142857, 1.8571428571428572, 0.7142857142857143, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 17, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 15, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Cell Phones and Accessories", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over an extended period, particularly in the early weeks. Reviews for \"Books\" cluster heavily in the initial weeks, with a notable transition to \"Cell Phones and Accessories\" occurring around the sixth week. Following this, there is a return to \"Books\" before a few reviews in the \"Clothing Shoes and Jewelry\" category appear around the seventeenth week. The sequence concludes with reviews in the \"Kindle Store,\" indicating a shift in focus towards digital reading materials in the later stages. Overall, the majority of reviews are concentrated in the \"Books\" category, with brief diversions to other categories at specific points." }, { "dim_process": 18, "seq_idx": 677, "seq_len": 40, "time_since_start": [ 0.0, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 4.0, 4.142857142857143, 4.571428571428571, 4.857142857142857, 5.428571428571429, 5.857142857142857, 6.285714285714286, 6.571428571428571, 6.571428571428571, 6.714285714285714, 7.285714285714286, 7.857142857142857, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.285714285714286, 10.0, 10.428571428571429, 11.0, 11.142857142857142, 11.714285714285714, 12.857142857142858, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.857142857142858, 14.0, 14.428571428571429, 15.0, 16.571428571428573, 16.571428571428573, 16.571428571428573, 17.428571428571427, 17.428571428571427 ], "time_since_last_event": [ 0.0, 3.142857142857143, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.2857142857142858, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.5714285714285714, 0.0, 0.0, 0.8571428571428571, 0.0 ], "type_event": [ 10, 9, 10, 10, 10, 16, 10, 10, 10, 10, 10, 8, 10, 10, 16, 16, 15, 11, 8, 12, 7, 11, 10, 10, 10, 10, 16, 0, 17, 10, 10, 10, 10, 10, 10, 13, 7, 6, 13, 15 ], "type_text": [ "Books", "Office Products", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Kindle Store", "Kindle Store", "Clothing Shoes and Jewelry", "Home and Kitchen", "Toys and Games", "Sports and Outdoors", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Books", "Books", "Books", "Kindle Store", "Other", "Cell Phones and Accessories", "Books", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Industrial and Scientific", "Patio Lawn and Garden", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a strong initial focus on the \"Books\" category, with multiple entries occurring within the first few weeks. After about six weeks, there is a noticeable diversification into other categories, including \"Kindle Store,\" \"Toys and Games,\" and various home-related products, clustering around the nine-week mark. Following this period, reviews continue to include \"Books,\" but also expand into categories like \"Patio Lawn and Garden\" and \"Industrial and Scientific\" towards the end of the sequence. Overall, the trend indicates a shift from a predominant focus on books to a broader range of product categories over time." }, { "dim_process": 18, "seq_idx": 678, "seq_len": 74, "time_since_start": [ 0.0, 0.0, 0.0, 0.2857142857142857, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 3.857142857142857, 4.0, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.142857142857143, 7.571428571428571, 7.714285714285714, 8.0, 8.285714285714286, 8.571428571428571, 10.142857142857142, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.714285714285714, 12.571428571428571, 12.571428571428571, 12.714285714285714, 12.857142857142858, 12.857142857142858, 13.285714285714286, 13.714285714285714, 14.571428571428571, 14.571428571428571, 14.571428571428571, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.428571428571429, 16.0, 16.0, 16.0, 16.714285714285715, 16.857142857142858, 17.428571428571427, 17.428571428571427, 17.428571428571427, 17.428571428571427, 17.428571428571427, 17.428571428571427, 17.428571428571427, 18.142857142857142, 18.285714285714285, 18.571428571428573, 18.857142857142858, 19.0, 19.142857142857142, 19.428571428571427, 19.571428571428573, 20.714285714285715, 21.0, 21.428571428571427, 21.428571428571427, 21.857142857142858, 22.142857142857142, 22.142857142857142, 22.428571428571427, 22.714285714285715, 22.857142857142858, 23.428571428571427, 23.428571428571427, 23.714285714285715, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.2857142857142857, 2.2857142857142856, 0.0, 0.0, 1.2857142857142858, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.0 ], "type_event": [ 7, 15, 14, 4, 0, 11, 0, 14, 14, 11, 15, 10, 0, 10, 15, 11, 14, 10, 14, 10, 14, 0, 11, 11, 10, 14, 7, 14, 13, 1, 9, 14, 13, 10, 7, 16, 14, 10, 14, 14, 11, 10, 14, 4, 11, 15, 14, 13, 1, 6, 7, 11, 4, 14, 14, 14, 15, 14, 14, 16, 14, 7, 14, 16, 4, 14, 15, 14, 14, 14, 15, 14, 9, 12 ], "type_text": [ "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Movies and TV", "Electronics", "Other", "Home and Kitchen", "Other", "Movies and TV", "Movies and TV", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Other", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Other", "Home and Kitchen", "Home and Kitchen", "Books", "Movies and TV", "Grocery and Gourmet Food", "Movies and TV", "Patio Lawn and Garden", "Tools and Home Improvement", "Office Products", "Movies and TV", "Patio Lawn and Garden", "Books", "Grocery and Gourmet Food", "Kindle Store", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Home and Kitchen", "Books", "Movies and TV", "Electronics", "Home and Kitchen", "Clothing Shoes and Jewelry", "Movies and TV", "Patio Lawn and Garden", "Tools and Home Improvement", "Industrial and Scientific", "Grocery and Gourmet Food", "Home and Kitchen", "Electronics", "Movies and TV", "Movies and TV", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Kindle Store", "Movies and TV", "Grocery and Gourmet Food", "Movies and TV", "Kindle Store", "Electronics", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Office Products", "Sports and Outdoors" ], "description": "The sequence of product reviews shows a clear pattern of clustering around certain categories, particularly Movies and TV, which appears frequently throughout the timeline. Initial reviews are diverse, covering categories such as Grocery and Gourmet Food, Clothing Shoes and Jewelry, and Electronics. As time progresses, there is a noticeable increase in reviews for Movies and TV, with multiple entries occurring in close succession. Additionally, Home and Kitchen, Books, and Clothing Shoes and Jewelry also see repeated reviews, particularly in the later stages of the timeline. Overall, the trend indicates a shift towards a higher concentration of reviews in specific categories as time advances, especially for Movies and TV." }, { "dim_process": 18, "seq_idx": 679, "seq_len": 43, "time_since_start": [ 0.0, 0.8571428571428571, 1.2857142857142858, 2.0, 2.857142857142857, 3.0, 3.2857142857142856, 4.0, 5.571428571428571, 5.857142857142857, 6.857142857142857, 7.0, 7.285714285714286, 7.571428571428571, 8.0, 8.285714285714286, 9.142857142857142, 11.0, 11.285714285714286, 11.857142857142858, 12.0, 12.142857142857142, 12.714285714285714, 12.857142857142858, 13.285714285714286, 13.571428571428571, 14.0, 14.571428571428571, 14.714285714285714, 15.0, 15.285714285714286, 15.428571428571429, 16.0, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.285714285714285, 17.428571428571427, 18.0, 18.142857142857142, 18.285714285714285, 19.571428571428573, 22.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.5714285714285714, 0.2857142857142857, 1.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 1.8571428571428572, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 2.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews categorized under \"Books,\" with no other categories present. The reviews are submitted consistently over time, with a notable concentration of submissions occurring in the early weeks, particularly within the first 18 weeks. After this initial cluster, the frequency of reviews appears to decrease, with fewer submissions noted in the later weeks. Overall, the trend indicates a strong initial engagement with books that tapers off as time progresses." }, { "dim_process": 18, "seq_idx": 680, "seq_len": 57, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 1.7142857142857142, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.571428571428571, 7.857142857142857, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 12.142857142857142, 12.571428571428571, 13.285714285714286, 13.428571428571429, 14.857142857142858, 15.142857142857142, 16.142857142857142, 16.285714285714285, 16.571428571428573, 16.714285714285715, 17.0, 17.142857142857142, 17.714285714285715, 18.0, 18.428571428571427, 20.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user shows a consistent pattern of reviews focused solely on books, with no other categories represented. The reviews begin within the first week and continue to be submitted at regular intervals over the following weeks, with a notable increase in frequency during the initial weeks. As time progresses, the reviews remain concentrated in the book category, with some clustering observed in certain periods, particularly in the early weeks and again around the 17-week mark. Overall, the user maintains a steady engagement with book reviews throughout the entire timeline." }, { "dim_process": 18, "seq_idx": 681, "seq_len": 53, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.0, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 3.0, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 5.857142857142857, 6.428571428571429, 6.571428571428571, 7.0, 7.428571428571429, 8.0, 8.285714285714286, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.0, 10.285714285714286, 10.428571428571429, 11.0, 11.285714285714286, 12.0, 12.142857142857142, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 14.0, 14.285714285714286, 14.428571428571429, 15.857142857142858, 16.0, 16.285714285714285, 16.857142857142858, 17.285714285714285, 17.857142857142858, 19.0, 19.285714285714285, 21.0, 21.142857142857142, 21.857142857142858, 22.0, 23.0, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.0, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with all entries categorized under this type. The reviews are submitted consistently over time, with a noticeable frequency in the earlier weeks, particularly within the first 12 weeks. There is a gradual increase in the intervals between reviews as time progresses, suggesting a trend of decreasing review frequency. The reviews continue to be submitted up to the 25th week, indicating sustained engagement with the product category throughout the observed period." }, { "dim_process": 18, "seq_idx": 682, "seq_len": 61, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.4285714285714284, 4.142857142857143, 4.285714285714286, 5.714285714285714, 6.0, 6.142857142857143, 7.0, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.0, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 12.0, 12.571428571428571, 13.0, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.571428571428571, 14.571428571428571, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 16.142857142857142, 16.285714285714285, 16.571428571428573, 17.0, 17.142857142857142, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.7142857142857142, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted in this category occurring in the initial weeks and continuing steadily over time. The \"Kindle Store\" reviews appear less frequently, with notable entries clustered around weeks 5.71, 7.43, and 14.57. There is a clear trend of reviewing books predominantly in the earlier weeks, while reviews for the Kindle Store are more sporadic and occur at specific intervals. Overall, the pattern indicates a strong and sustained interest in books throughout the entire period, with occasional engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 683, "seq_len": 44, "time_since_start": [ 0.0, 1.0, 1.4285714285714286, 1.7142857142857142, 3.4285714285714284, 3.7142857142857144, 4.428571428571429, 5.428571428571429, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.142857142857143, 7.571428571428571, 7.714285714285714, 8.0, 8.285714285714286, 8.571428571428571, 9.571428571428571, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.285714285714286, 11.714285714285714, 12.0, 12.285714285714286, 12.714285714285714, 12.857142857142858, 13.714285714285714, 13.857142857142858, 14.857142857142858, 15.714285714285714, 15.857142857142858, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.428571428571427, 17.714285714285715, 18.285714285714285, 18.428571428571427, 19.428571428571427, 23.0, 24.285714285714285 ], "time_since_last_event": [ 0.0, 1.0, 0.42857142857142855, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 0.7142857142857143, 1.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.0, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.0, 3.5714285714285716, 1.2857142857142858 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a single review in the Kindle Store, followed by a series of reviews predominantly in the Books category. Most reviews occur within the first 24 weeks, with a noticeable clustering of reviews between weeks 1 and 19, where the frequency of submissions is relatively high. After week 19, there is a marked decrease in review activity, with only a few reviews submitted in the later weeks, indicating a trend of concentrated engagement early in the timeline." }, { "dim_process": 18, "seq_idx": 684, "seq_len": 66, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.285714285714286, 4.428571428571429, 5.142857142857143, 5.428571428571429, 5.571428571428571, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.0, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.428571428571429, 10.857142857142858, 11.0, 11.285714285714286, 11.571428571428571, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.571428571428571, 13.714285714285714, 14.142857142857142, 14.714285714285714, 14.857142857142858, 15.285714285714286, 15.571428571428571, 15.714285714285714, 16.0, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.714285714285715, 18.857142857142858, 19.857142857142858, 21.285714285714285, 21.428571428571427, 21.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 1.0, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of entries in the \"Books\" category, with a consistent pattern of submissions occurring over time. The reviews begin with a high frequency in the initial weeks, with a gradual increase in the intervals between reviews as time progresses. Notably, there are two instances of reviews in the \"Kindle Store\" category, which occur later in the timeline, specifically around the 10-week and 14-week marks. Overall, the trend shows a strong focus on books throughout the sequence, with minimal diversification into other categories." }, { "dim_process": 18, "seq_idx": 685, "seq_len": 40, "time_since_start": [ 0.0, 0.5714285714285714, 1.5714285714285714, 2.4285714285714284, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 3.857142857142857, 4.428571428571429, 4.857142857142857, 5.142857142857143, 5.571428571428571, 6.571428571428571, 8.0, 8.428571428571429, 9.0, 10.285714285714286, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.571428571428571, 14.571428571428571, 14.714285714285714, 15.571428571428571, 16.142857142857142, 16.428571428571427, 16.857142857142858, 17.285714285714285, 17.571428571428573, 18.714285714285715, 19.857142857142858, 20.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 1.0, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.0, 1.4285714285714286, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 1.1428571428571428, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a significant number of reviews submitted over an extended period. The user begins with reviews predominantly in the \"Books\" category, with a few reviews for the \"Kindle Store\" occurring around the fifth week. There is a notable clustering of reviews within the initial weeks, followed by a sustained pattern of reviews that continues for several months, indicating a steady engagement with the product category throughout the timeline." }, { "dim_process": 18, "seq_idx": 686, "seq_len": 48, "time_since_start": [ 0.0, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.0, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.857142857142857, 8.714285714285714, 9.428571428571429, 10.285714285714286, 10.714285714285714, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.714285714285714, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.285714285714286, 14.571428571428571, 14.714285714285714, 14.714285714285714, 15.714285714285714, 16.0 ], "time_since_last_event": [ 0.0, 3.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 1.0, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a series of reviews focused exclusively on the \"Books\" category, which dominate the early weeks. As time progresses, there is a gradual introduction of reviews in the \"Kindle Store\" category, particularly noticeable around the 4-week mark. The reviews continue to primarily feature \"Books,\" with intermittent entries for \"Kindle Store\" that appear more frequently in the later weeks. Overall, the trend shows a strong initial focus on \"Books,\" with the \"Kindle Store\" reviews clustering towards the middle and end of the sequence." }, { "dim_process": 18, "seq_idx": 687, "seq_len": 53, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.0, 1.1428571428571428, 1.8571428571428572, 2.7142857142857144, 3.142857142857143, 3.4285714285714284, 4.142857142857143, 4.857142857142857, 5.0, 6.142857142857143, 6.714285714285714, 7.857142857142857, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.714285714285714, 11.285714285714286, 11.571428571428571, 12.0, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.571428571428571, 13.714285714285714, 14.285714285714286, 14.428571428571429, 14.714285714285714, 15.0, 15.142857142857142, 15.428571428571429, 16.0, 17.285714285714285, 17.857142857142858, 18.0, 19.285714285714285, 19.285714285714285, 19.857142857142858, 20.0, 21.428571428571427, 21.857142857142858, 22.142857142857142, 24.142857142857142, 25.142857142857142, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.0, 0.5714285714285714, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 0.2857142857142857, 2.0, 1.0, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of reviews predominantly in the \"Books\" category, occurring frequently over a period of time. Most reviews are clustered within the first 15 weeks, with a gradual decline in frequency as time progresses. There is a notable shift at around week 19, where a review for the \"Kindle Store\" is submitted, followed by a return to reviews for \"Books.\" The reviews continue to be submitted at a steady pace, with some clustering observed in the later weeks." }, { "dim_process": 18, "seq_idx": 688, "seq_len": 46, "time_since_start": [ 0.0, 0.7142857142857143, 0.7142857142857143, 2.0, 2.142857142857143, 2.857142857142857, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.714285714285714, 5.428571428571429, 6.142857142857143, 6.142857142857143, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.714285714285714, 9.857142857142858, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.857142857142858, 12.571428571428571, 13.0, 13.428571428571429, 13.571428571428571, 15.0, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 18.0, 18.285714285714285, 18.714285714285715, 19.0, 19.285714285714285, 21.0, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.0, 1.2857142857142858, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.0, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 1.5714285714285714 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews occurring at regular intervals, particularly in the early weeks. The \"Kindle Store\" category appears less frequently and is clustered around specific time points, primarily at the beginning and later in the sequence. Overall, the reviews are concentrated in the first half of the timeline, with a gradual decline in frequency as time progresses, while the \"Kindle Store\" reviews tend to occur at distinct intervals rather than being spread out." }, { "dim_process": 18, "seq_idx": 689, "seq_len": 42, "time_since_start": [ 0.0, 0.2857142857142857, 1.2857142857142858, 3.142857142857143, 4.285714285714286, 5.0, 5.285714285714286, 6.285714285714286, 6.428571428571429, 7.285714285714286, 7.428571428571429, 8.285714285714286, 9.428571428571429, 10.285714285714286, 11.142857142857142, 11.714285714285714, 12.142857142857142, 12.714285714285714, 13.285714285714286, 13.714285714285714, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.428571428571427, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.428571428571427, 18.0, 19.142857142857142, 19.428571428571427, 19.857142857142858, 20.285714285714285, 20.285714285714285, 21.142857142857142, 21.285714285714285, 24.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 1.0, 1.8571428571428572, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 1.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 0.8571428571428571, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.0, 0.8571428571428571, 0.14285714285714285, 2.7142857142857144 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 16, 10, 10, 16, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a high frequency of reviews submitted over an extended period. Most reviews are clustered within the first 18 weeks, predominantly featuring books, with a notable shift occurring around week 19 when reviews for \"Clothing Shoes and Jewelry\" and \"Kindle Store\" are introduced. Following this diversification, the user returns to reviewing books again, indicating a sustained interest in that category. Overall, the trend highlights an initial concentration on books, followed by a brief exploration of other categories before returning to books." }, { "dim_process": 18, "seq_idx": 690, "seq_len": 77, "time_since_start": [ 0.0, 0.7142857142857143, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 5.142857142857143, 5.285714285714286, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 6.857142857142857, 7.0, 7.0, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.714285714285714, 9.142857142857142, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.285714285714286, 13.857142857142858, 14.0, 14.142857142857142, 14.571428571428571, 14.714285714285714, 15.0, 16.142857142857142, 16.571428571428573, 16.714285714285715, 18.857142857142858, 19.571428571428573, 20.142857142857142, 20.285714285714285, 22.428571428571427, 22.714285714285715, 23.0 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 2.142857142857143, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 2.142857142857143, 0.2857142857142857, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable number of reviews submitted in this category throughout the timeline. The \"Kindle Store\" reviews appear intermittently, primarily clustered around the early and later weeks, with some occurrences in the middle weeks as well. The reviews for \"Books\" dominate the earlier weeks and continue to be submitted regularly, while \"Kindle Store\" reviews tend to occur in bursts, suggesting a pattern of concentrated activity at specific intervals. Overall, the trend indicates a strong preference for reviewing books, with Kindle Store reviews serving as supplementary entries." }, { "dim_process": 18, "seq_idx": 691, "seq_len": 42, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.0, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.857142857142857, 3.0, 3.2857142857142856, 3.5714285714285716, 4.571428571428571, 5.428571428571429, 5.571428571428571, 6.0, 6.285714285714286, 6.571428571428571, 7.142857142857143, 7.285714285714286, 8.0, 8.714285714285714, 9.285714285714286, 9.714285714285714, 10.0, 10.714285714285714, 11.0, 11.285714285714286, 11.714285714285714, 12.0, 12.571428571428571, 13.428571428571429, 13.571428571428571, 14.571428571428571, 15.0, 15.714285714285714, 15.857142857142858, 16.571428571428573, 17.571428571428573, 18.0, 18.571428571428573, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 1.0, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 1.0, 0.42857142857142855, 0.5714285714285714, 4.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, with all entries falling within a continuous timeline. The reviews begin at week zero and occur frequently in the initial weeks, with a notable concentration of activity in the first 18 weeks. After week 18, there is a significant gap before additional reviews are submitted, indicating a clustering of reviews in the earlier part of the timeline, followed by a prolonged period of inactivity before the last review at week 22." }, { "dim_process": 18, "seq_idx": 692, "seq_len": 88, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 1.1428571428571428, 1.4285714285714286, 2.0, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 3.857142857142857, 4.428571428571429, 4.714285714285714, 4.714285714285714, 5.0, 5.142857142857143, 5.428571428571429, 5.428571428571429, 5.571428571428571, 5.571428571428571, 5.714285714285714, 6.0, 6.428571428571429, 6.571428571428571, 6.571428571428571, 6.714285714285714, 7.285714285714286, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.428571428571429, 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"Books", "Books", "Kindle Store", "Home and Kitchen", "Pet Supplies", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Kindle Store", "Books", "Sports and Outdoors", "Books", "Toys and Games", "Kindle Store", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Pet Supplies", "Grocery and Gourmet Food", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Other", "Patio Lawn and Garden", "Books", "Pet Supplies", "Kindle Store", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Clothing Shoes and Jewelry", "Kindle Store", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Kindle Store", "Kindle Store", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which appears frequently throughout the timeline, especially in the earlier weeks. The \"Kindle Store\" reviews are also notable, occurring at various intervals but generally clustering around specific points. The \"Clothing Shoes and Jewelry\" category emerges more prominently in the later weeks, with multiple reviews concentrated in that timeframe. Additionally, \"Pet Supplies\" and \"Grocery and Gourmet Food\" reviews appear sporadically, indicating less frequent engagement compared to the other categories. Overall, the review pattern suggests a strong preference for books, with other categories like clothing and kitchen items gaining attention as time progresses." }, { "dim_process": 18, "seq_idx": 693, "seq_len": 49, "time_since_start": [ 0.0, 0.5714285714285714, 1.1428571428571428, 1.4285714285714286, 2.0, 2.142857142857143, 2.4285714285714284, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.0, 6.142857142857143, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.0, 8.142857142857142, 8.428571428571429, 9.428571428571429, 10.142857142857142, 10.714285714285714, 12.285714285714286, 12.571428571428571, 12.714285714285714, 13.0, 13.285714285714286, 13.857142857142858, 14.0, 14.857142857142858, 16.142857142857142, 16.571428571428573, 16.857142857142858, 17.0, 17.285714285714285, 17.285714285714285, 17.714285714285715 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0, 0.7142857142857143, 0.5714285714285714, 1.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews begins with a review in the Kindle Store, followed by a series of reviews predominantly focused on Books. The reviews are submitted consistently over time, with a notable cluster of reviews occurring in the early weeks, particularly within the first 8 weeks. After this initial period, reviews continue to be submitted, but with longer intervals between them, indicating a gradual decline in frequency. Towards the end of the sequence, there is a return to the Kindle Store, accompanied by additional reviews of Books, suggesting a slight resurgence in activity." }, { "dim_process": 18, "seq_idx": 694, "seq_len": 50, "time_since_start": [ 0.0, 0.0, 0.5714285714285714, 1.0, 1.0, 1.4285714285714286, 1.8571428571428572, 1.8571428571428572, 2.142857142857143, 2.7142857142857144, 2.7142857142857144, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.571428571428571, 4.571428571428571, 4.714285714285714, 5.285714285714286, 5.571428571428571, 6.285714285714286, 6.428571428571429, 7.0, 7.428571428571429, 7.857142857142857, 8.571428571428571, 8.857142857142858, 8.857142857142858, 8.857142857142858, 9.714285714285714, 9.714285714285714, 9.714285714285714, 9.714285714285714, 10.0, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.571428571428571, 13.142857142857142, 13.285714285714286, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.571428571428571, 15.0, 15.714285714285714, 19.142857142857142, 20.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.5714285714285714, 0.42857142857142855, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.0, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 3.4285714285714284, 1.7142857142857142 ], "type_event": [ 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 17, 10, 10, 16, 10, 10, 16, 16, 10, 16, 10, 11, 0, 10, 10, 16, 7, 13, 10, 10, 10, 16, 10, 10, 10, 10, 16, 7, 10, 13, 16, 10, 10, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Cell Phones and Accessories", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Home and Kitchen", "Other", "Books", "Books", "Kindle Store", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Grocery and Gourmet Food", "Books", "Patio Lawn and Garden", "Kindle Store", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable clustering of reviews occurring within the first few weeks. The \"Kindle Store\" reviews appear frequently but tend to occur slightly later than the initial surge of book reviews. Other categories such as \"Cell Phones and Accessories,\" \"Home and Kitchen,\" and \"Grocery and Gourmet Food\" are introduced later in the timeline, indicating a diversification of interests as time progresses. Overall, the trend reflects a strong initial emphasis on books, followed by a gradual exploration of additional categories." }, { "dim_process": 18, "seq_idx": 695, "seq_len": 41, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.0, 3.7142857142857144, 5.0, 5.714285714285714, 5.857142857142857, 7.0, 7.571428571428571, 7.714285714285714, 8.714285714285714, 8.857142857142858, 9.571428571428571, 9.714285714285714, 10.0, 10.714285714285714, 11.142857142857142, 11.571428571428571, 11.714285714285714, 12.571428571428571, 13.142857142857142, 14.428571428571429, 14.714285714285714, 15.714285714285714, 16.0, 16.714285714285715, 17.142857142857142, 17.571428571428573, 17.857142857142858, 18.0, 18.714285714285715, 19.857142857142858, 20.285714285714285, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 1.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 1.2857142857142858, 0.2857142857142857, 1.0, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 0.42857142857142855, 3.2857142857142856 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a single instance of \"Kindle Store\" occurring early in the timeline. Most reviews are clustered within the first 20 weeks, with a notable concentration of reviews occurring between weeks 0 and 10. After week 10, the frequency of reviews continues but at a slower pace, with fewer reviews submitted in the later weeks. Overall, the trend indicates a strong initial engagement with books that gradually tapers off over time." }, { "dim_process": 18, "seq_idx": 696, "seq_len": 53, "time_since_start": [ 0.0, 0.5714285714285714, 1.0, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 2.0, 2.0, 3.0, 3.2857142857142856, 3.4285714285714284, 5.285714285714286, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 6.857142857142857, 7.142857142857143, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.857142857142858, 11.0, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.571428571428571, 12.571428571428571, 12.714285714285714, 13.857142857142858, 14.142857142857142, 14.142857142857142, 16.571428571428573, 17.0, 17.428571428571427, 17.571428571428573, 18.0, 18.0, 18.285714285714285, 19.285714285714285, 19.714285714285715, 19.857142857142858, 20.142857142857142, 21.285714285714285, 21.428571428571427, 22.857142857142858, 24.285714285714285, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 1.0, 0.2857142857142857, 0.14285714285714285, 1.8571428571428572, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.0, 2.4285714285714284, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 1.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 1.4285714285714286, 1.4285714285714286, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 16, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline. The \"Kindle Store\" reviews appear less frequently and tend to cluster around specific points, particularly in the earlier and later parts of the sequence. Initially, both categories are represented, but as time progresses, \"Books\" reviews become more concentrated, especially in the middle and later weeks, while \"Kindle Store\" reviews appear intermittently. Overall, the pattern indicates a strong preference for reviewing books, with occasional reviews for the Kindle Store interspersed." }, { "dim_process": 18, "seq_idx": 697, "seq_len": 59, "time_since_start": [ 0.0, 0.0, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 2.142857142857143, 2.142857142857143, 2.857142857142857, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.857142857142857, 5.857142857142857, 6.571428571428571, 7.285714285714286, 9.142857142857142, 9.714285714285714, 9.714285714285714, 9.714285714285714, 9.714285714285714, 9.714285714285714, 9.714285714285714, 11.142857142857142, 11.142857142857142, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.571428571428571, 12.285714285714286, 12.857142857142858, 12.857142857142858, 13.714285714285714, 14.142857142857142, 14.857142857142858, 14.857142857142858, 14.857142857142858, 14.857142857142858, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.285714285714285, 16.857142857142858, 16.857142857142858, 17.571428571428573, 17.571428571428573, 17.714285714285715, 19.285714285714285, 20.571428571428573, 20.571428571428573, 21.857142857142858, 22.142857142857142, 22.285714285714285, 24.142857142857142, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 0.7142857142857143, 2.857142857142857, 0.0, 0.0, 0.14285714285714285, 0.0, 0.7142857142857143, 0.7142857142857143, 1.8571428571428572, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.7142857142857143, 0.5714285714285714, 0.0, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.0, 0.0, 0.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 1.5714285714285714, 1.2857142857142858, 0.0, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 1.8571428571428572, 0.0 ], "type_event": [ 3, 10, 11, 15, 3, 6, 4, 10, 2, 3, 11, 10, 10, 3, 2, 9, 2, 3, 10, 10, 10, 9, 15, 4, 2, 3, 4, 9, 10, 2, 10, 3, 2, 10, 7, 9, 10, 2, 7, 10, 9, 10, 10, 2, 2, 10, 11, 10, 7, 10, 7, 2, 7, 3, 11, 1, 10, 3, 7 ], "type_text": [ "Arts Crafts and Sewing", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Industrial and Scientific", "Electronics", "Books", "Pet Supplies", "Arts Crafts and Sewing", "Home and Kitchen", "Books", "Books", "Arts Crafts and Sewing", "Pet Supplies", "Office Products", "Pet Supplies", "Arts Crafts and Sewing", "Books", "Books", "Books", "Office Products", "Clothing Shoes and Jewelry", "Electronics", "Pet Supplies", "Arts Crafts and Sewing", "Electronics", "Office Products", "Books", "Pet Supplies", "Books", "Arts Crafts and Sewing", "Pet Supplies", "Books", "Grocery and Gourmet Food", "Office Products", "Books", "Pet Supplies", "Grocery and Gourmet Food", "Books", "Office Products", "Books", "Books", "Pet Supplies", "Pet Supplies", "Books", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Pet Supplies", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Home and Kitchen", "Tools and Home Improvement", "Books", "Arts Crafts and Sewing", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews begins with a variety of categories being reviewed early on, particularly in the Arts, Crafts and Sewing, and Books categories. As time progresses, there is a noticeable clustering of reviews in the Books category, which peaks around the 9 to 15-week mark. Additionally, reviews for Pet Supplies and Grocery and Gourmet Food emerge more frequently in the later weeks, indicating a trend towards these categories as time goes on. The sequence also shows a consistent presence of Office Products and Home and Kitchen reviews interspersed throughout the timeline, with some resurgence in Arts, Crafts and Sewing reviews in the latter part of the sequence." }, { "dim_process": 18, "seq_idx": 698, "seq_len": 41, "time_since_start": [ 0.0, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.5714285714285714, 2.857142857142857, 4.142857142857143, 4.571428571428571, 5.142857142857143, 5.428571428571429, 5.714285714285714, 5.857142857142857, 5.857142857142857, 6.0, 6.571428571428571, 7.571428571428571, 8.0, 9.142857142857142, 9.571428571428571, 10.0, 10.142857142857142, 10.571428571428571, 10.571428571428571, 11.0, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.428571428571429, 16.142857142857142, 16.285714285714285, 17.0, 17.285714285714285, 18.285714285714285, 19.0, 19.0, 21.428571428571427, 21.714285714285715, 22.142857142857142, 23.285714285714285, 23.571428571428573 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.0, 0.0, 0.0, 0.42857142857142855, 1.2857142857142858, 1.2857142857142858, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 1.0, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 2.7142857142857144, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.0, 0.7142857142857143, 0.0, 2.4285714285714284, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857 ], "type_event": [ 14, 2, 14, 7, 13, 14, 14, 14, 14, 14, 7, 14, 14, 1, 14, 14, 14, 14, 14, 15, 14, 14, 2, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 6, 14, 14, 15, 14, 14, 14 ], "type_text": [ "Movies and TV", "Pet Supplies", "Movies and TV", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Grocery and Gourmet Food", "Movies and TV", "Movies and TV", "Tools and Home Improvement", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Pet Supplies", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Industrial and Scientific", "Movies and TV", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Movies and TV\" category, with numerous entries occurring consistently over time. Initial reviews are diverse, covering multiple categories, but the focus quickly shifts predominantly to \"Movies and TV\" after the first few weeks. There are brief interludes of reviews in other categories, such as \"Pet Supplies\" and \"Clothing Shoes and Jewelry,\" but these are sparse compared to the frequency of \"Movies and TV\" reviews, which continue to appear regularly throughout the sequence. Overall, there is a clear trend of clustering around the \"Movies and TV\" category, particularly in the later weeks." }, { "dim_process": 18, "seq_idx": 699, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 2.4285714285714284, 3.0, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.142857142857143, 6.571428571428571, 6.857142857142857, 7.0, 7.571428571428571, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.428571428571429, 9.571428571428571, 10.285714285714286, 10.571428571428571, 10.571428571428571, 10.714285714285714, 11.714285714285714, 12.142857142857142, 12.571428571428571, 12.714285714285714, 13.0, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.285714285714286, 14.285714285714286, 14.285714285714286, 15.0, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.714285714285714, 16.0, 16.285714285714285, 16.428571428571427, 17.0, 17.142857142857142, 17.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 2.2857142857142856, 0.5714285714285714, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.14285714285714285, 1.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 15, 10, 10, 10, 16, 16, 10, 10, 16, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. Reviews for \"Kindle Store\" appear intermittently, primarily clustered around the 4 to 17-week mark, but they are less frequent compared to \"Books.\" The reviews for \"Clothing Shoes and Jewelry\" occur at the same time as other categories, indicating a brief diversification in review topics. Overall, the pattern reveals a strong emphasis on books early on, with occasional reviews for Kindle-related products and a singular instance of clothing review." }, { "dim_process": 18, "seq_idx": 700, "seq_len": 40, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 4.0, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 11.285714285714286, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.0, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.857142857142858, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.428571428571427, 16.571428571428573, 17.142857142857142, 17.285714285714285, 17.857142857142858, 19.142857142857142, 19.571428571428573, 19.714285714285715, 22.714285714285715, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 2.142857142857143, 5.571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.42857142857142855, 0.14285714285714285, 3.0, 1.7142857142857142 ], "type_event": [ 14, 14, 14, 10, 14, 10, 14, 14, 14, 14, 14, 14, 14, 14, 10, 14, 14, 10, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14 ], "type_text": [ "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews shows a predominant focus on the \"Movies and TV\" category, with a significant concentration of reviews occurring within the first 18 weeks. The reviews for \"Books\" appear less frequently and are primarily clustered around the 0.86 to 12.14 week timeframe. After the initial surge of reviews, there is a noticeable continuation of \"Movies and TV\" reviews, with a consistent pattern of submissions extending up to 24 weeks, indicating sustained engagement with this category over time." }, { "dim_process": 18, "seq_idx": 701, "seq_len": 62, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 4.714285714285714, 4.714285714285714, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.0, 6.285714285714286, 6.428571428571429, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.428571428571429, 8.285714285714286, 9.0, 10.0, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.142857142857142, 12.0, 12.285714285714286, 12.428571428571429, 12.714285714285714, 13.285714285714286, 13.428571428571429, 14.142857142857142, 14.285714285714286, 14.714285714285714, 15.0, 15.142857142857142, 15.285714285714286, 15.428571428571429, 16.142857142857142, 16.285714285714285, 17.142857142857142, 17.571428571428573, 18.0, 18.285714285714285, 18.428571428571427, 18.571428571428573, 18.857142857142858, 19.142857142857142, 22.0, 22.285714285714285, 23.0, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.7142857142857143, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 2.857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 4, 10, 11, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the early weeks. There are a few instances of reviews in other categories, such as \"Kindle Store,\" \"Electronics,\" \"Home and Kitchen,\" and \"Pet Supplies,\" but these are less frequent and tend to cluster in specific periods, particularly around weeks 1.5 to 6.5 and again towards the end of the sequence. Overall, the majority of reviews are concentrated in the \"Books\" category, with only sporadic entries in other categories appearing later in the timeline." }, { "dim_process": 18, "seq_idx": 702, "seq_len": 69, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 2.4285714285714284, 2.857142857142857, 3.0, 3.2857142857142856, 3.5714285714285716, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.285714285714286, 6.571428571428571, 7.285714285714286, 7.428571428571429, 8.0, 8.714285714285714, 8.857142857142858, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.714285714285714, 11.428571428571429, 12.571428571428571, 13.571428571428571, 14.428571428571429, 14.428571428571429, 15.285714285714286, 15.428571428571429, 15.714285714285714, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.571428571428573, 16.714285714285715, 17.142857142857142, 17.142857142857142, 17.428571428571427, 17.571428571428573, 18.0, 18.142857142857142, 18.142857142857142, 18.857142857142858, 19.0, 19.857142857142858, 20.0, 20.142857142857142, 20.428571428571427, 21.0, 21.142857142857142, 21.428571428571427, 21.714285714285715, 22.0, 22.285714285714285, 22.571428571428573, 23.0, 24.285714285714285, 24.428571428571427, 24.428571428571427, 24.571428571428573, 24.857142857142858, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 1.1428571428571428, 1.0, 0.8571428571428571, 0.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with reviews consistently submitted over a span of time. Initially, the reviews are concentrated in the early weeks, with a gradual increase in frequency as time progresses. The \"Kindle Store\" reviews appear sporadically, primarily clustered around specific weeks, but they remain less frequent compared to the \"Books\" reviews. Overall, the pattern indicates a strong preference for reviewing books, with Kindle Store reviews interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 703, "seq_len": 50, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 2.2857142857142856, 2.4285714285714284, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 4.285714285714286, 4.571428571428571, 5.0, 5.428571428571429, 5.714285714285714, 6.0, 6.285714285714286, 6.571428571428571, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.0, 9.285714285714286, 9.571428571428571, 10.0, 10.285714285714286, 10.571428571428571, 11.142857142857142, 11.428571428571429, 12.285714285714286, 12.571428571428571, 13.142857142857142, 13.428571428571429, 13.714285714285714, 14.571428571428571, 15.142857142857142, 15.428571428571429, 15.714285714285714, 16.0, 16.142857142857142, 16.714285714285715, 17.142857142857142, 17.714285714285715, 18.285714285714285, 19.142857142857142, 21.428571428571427, 23.142857142857142, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 2.2857142857142856, 1.7142857142857142, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, with all entries falling within a continuous timeline. The reviews are submitted consistently over time, with a notable concentration of activity occurring in the earlier weeks, particularly within the first 10 weeks. As time progresses, the frequency of reviews appears to decline slightly, with fewer reviews submitted in the later weeks, though they continue to be submitted throughout the entire period. Overall, the trend indicates a steady engagement with the book category, with no diversification into other product categories observed in the sequence." }, { "dim_process": 18, "seq_idx": 704, "seq_len": 80, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 2.0, 2.0, 2.5714285714285716, 3.5714285714285716, 4.428571428571429, 4.857142857142857, 5.0, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 6.0, 6.0, 6.285714285714286, 6.285714285714286, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.714285714285714, 7.0, 7.0, 7.0, 7.142857142857143, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.285714285714286, 11.142857142857142, 11.142857142857142, 11.428571428571429, 11.428571428571429, 11.714285714285714, 11.857142857142858, 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15, 3, 15, 15, 15, 15, 15, 15, 15, 13, 12, 11, 1 ], "type_text": [ "Tools and Home Improvement", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Automotive", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Office Products", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Tools and Home Improvement", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Books", "Other", "Clothing Shoes and Jewelry", "Electronics", "Other", "Toys and Games", "Home and Kitchen", "Office Products", "Tools and Home Improvement", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Arts Crafts and Sewing", "Office Products", "Home and Kitchen", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry", "Other", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Other", "Home and Kitchen", "Grocery and Gourmet Food", "Office Products", "Arts Crafts and Sewing", "Industrial and Scientific", "Home and Kitchen", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Office Products", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Sports and Outdoors", "Home and Kitchen", "Tools and Home Improvement" ], "description": "The sequence of product reviews shows an initial focus on various categories, including Tools and Home Improvement, Grocery and Gourmet Food, and Clothing Shoes and Jewelry, within the first week. As time progresses, there is a noticeable increase in reviews related to Home and Kitchen, which cluster prominently between weeks 2 and 6. Following this period, there is a mix of reviews across different categories, with a significant concentration on Clothing Shoes and Jewelry emerging around weeks 14 to 24. Overall, the sequence reveals a trend of increasing engagement with specific categories over time, particularly in Home and Kitchen and Clothing Shoes and Jewelry." }, { "dim_process": 18, "seq_idx": 705, "seq_len": 40, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.0, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.857142857142857, 3.4285714285714284, 4.0, 4.428571428571429, 4.571428571428571, 4.714285714285714, 6.0, 7.428571428571429, 7.714285714285714, 8.428571428571429, 8.857142857142858, 9.0, 11.142857142857142, 11.428571428571429, 11.857142857142858, 12.857142857142858, 13.857142857142858, 14.142857142857142, 15.142857142857142, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.0, 17.285714285714285, 18.428571428571427, 18.428571428571427, 18.571428571428573, 19.714285714285715, 20.428571428571427, 21.857142857142858, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 1.4285714285714286, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 2.142857142857143, 0.2857142857142857, 0.42857142857142855, 1.0, 1.0, 0.2857142857142857, 1.0, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.0, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 1.4285714285714286, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The reviews for \"Kindle Store\" appear infrequently, primarily clustered around the 1.5 to 2-week mark and again at the 18-week mark. The initial reviews are concentrated in the first few weeks, with a gradual increase in frequency leading to a peak around the 18-week mark, after which the reviews continue steadily. Overall, the pattern indicates a strong preference for reviewing books, with sporadic engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 706, "seq_len": 42, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.7142857142857144, 4.0, 5.0, 5.571428571428571, 5.857142857142857, 7.0, 7.714285714285714, 9.0, 9.714285714285714, 11.0, 11.142857142857142, 11.285714285714286, 11.571428571428571, 13.714285714285714, 14.571428571428571, 15.0, 15.142857142857142, 15.142857142857142, 15.714285714285714, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.428571428571427, 17.571428571428573, 18.142857142857142, 18.571428571428573, 20.571428571428573, 22.571428571428573, 24.142857142857142, 24.428571428571427, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 1.0, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 1.2857142857142858, 0.7142857142857143, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 2.142857142857143, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.0, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 2.0, 2.0, 1.5714285714285714, 0.2857142857142857, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The initial reviews are primarily for \"Books,\" with a few early entries for the \"Kindle Store.\" As time progresses, there are clusters of \"Books\" reviews, particularly concentrated in the earlier weeks, while \"Kindle Store\" reviews appear more sporadically, primarily at intervals. The trend indicates that the user predominantly reviews \"Books\" throughout the sequence, with \"Kindle Store\" reviews appearing less frequently and primarily after the initial weeks." }, { "dim_process": 18, "seq_idx": 707, "seq_len": 79, "time_since_start": [ 0.0, 1.1428571428571428, 1.8571428571428572, 2.4285714285714284, 2.4285714285714284, 2.857142857142857, 3.4285714285714284, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.428571428571429, 5.285714285714286, 5.285714285714286, 5.428571428571429, 5.428571428571429, 5.571428571428571, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.0, 7.285714285714286, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.428571428571429, 8.714285714285714, 8.714285714285714, 9.142857142857142, 9.285714285714286, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.0, 13.571428571428571, 13.714285714285714, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.714285714285714, 14.714285714285714, 14.857142857142858, 15.428571428571429, 16.428571428571427, 16.857142857142858, 16.857142857142858, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.571428571428573, 18.428571428571427, 18.714285714285715, 19.0, 19.0, 19.142857142857142, 19.428571428571427, 20.285714285714285, 20.285714285714285, 20.857142857142858, 20.857142857142858, 21.428571428571427, 21.714285714285715, 23.0, 23.142857142857142, 24.428571428571427, 24.428571428571427, 25.0 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.7142857142857143, 0.5714285714285714, 0.0, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 1.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.0, 0.5714285714285714, 0.0, 0.5714285714285714, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 1.2857142857142858, 0.0, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 16, 16, 10, 10, 10, 16, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The reviews for \"Books\" occur frequently and cluster closely together, especially in the earlier weeks, while reviews for the \"Kindle Store\" category appear less frequently and tend to emerge later in the timeline. Notably, there are periods where \"Kindle Store\" reviews coincide with \"Books\" reviews, indicating some overlap in the user's activity. Overall, the trend indicates a strong initial emphasis on \"Books,\" with \"Kindle Store\" reviews gradually increasing in frequency as time progresses." }, { "dim_process": 18, "seq_idx": 708, "seq_len": 44, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 1.1428571428571428, 1.1428571428571428, 7.142857142857143, 7.142857142857143, 8.428571428571429, 8.428571428571429, 8.428571428571429, 9.428571428571429, 9.428571428571429, 9.857142857142858, 9.857142857142858, 10.285714285714286, 10.285714285714286, 10.428571428571429, 11.0, 11.0, 12.142857142857142, 12.571428571428571, 12.857142857142858, 12.857142857142858, 13.571428571428571, 13.571428571428571, 14.571428571428571, 14.571428571428571, 14.857142857142858, 14.857142857142858, 17.0, 17.0, 18.0, 18.857142857142858, 18.857142857142858, 19.0, 19.0, 19.857142857142858, 19.857142857142858, 19.857142857142858, 20.857142857142858, 20.857142857142858, 21.857142857142858, 21.857142857142858, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.8571428571428571, 0.0, 6.0, 0.0, 1.2857142857142858, 0.0, 0.0, 1.0, 0.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.0, 0.7142857142857143, 0.0, 1.0, 0.0, 0.2857142857142857, 0.0, 2.142857142857143, 0.0, 1.0, 0.8571428571428571, 0.0, 0.14285714285714285, 0.0, 0.8571428571428571, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0 ], "type_event": [ 16, 10, 10, 16, 10, 16, 10, 0, 10, 0, 0, 10, 0, 10, 0, 10, 10, 10, 0, 10, 10, 16, 10, 0, 10, 10, 0, 10, 0, 0, 7, 0, 0, 0, 16, 0, 0, 16, 0, 0, 10, 0, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Other", "Books", "Other", "Other", "Books", "Other", "Books", "Other", "Books", "Books", "Books", "Other", "Books", "Books", "Kindle Store", "Books", "Other", "Books", "Books", "Other", "Books", "Other", "Other", "Grocery and Gourmet Food", "Other", "Other", "Other", "Kindle Store", "Other", "Other", "Kindle Store", "Other", "Other", "Books", "Other", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows an initial focus on the Kindle Store and Books within the first two weeks, followed by a significant increase in reviews around the 8 to 10-week mark, where Other and Books categories are frequently reviewed. After this peak, there is a gradual decline in activity, with a notable resurgence in the 19 to 21-week range, where Other, Books, and Kindle Store reviews are once again prominent. Overall, the pattern indicates that Books and Other reviews are more clustered in the middle of the timeline, while Kindle Store reviews appear consistently but less frequently throughout the sequence." }, { "dim_process": 18, "seq_idx": 709, "seq_len": 74, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.0, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.285714285714286, 9.142857142857142, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.142857142857142, 11.285714285714286, 12.142857142857142, 12.857142857142858, 13.142857142857142, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.285714285714286, 15.0, 15.142857142857142, 15.571428571428571, 16.0, 16.285714285714285, 17.142857142857142, 17.285714285714285, 17.714285714285715, 18.0, 18.285714285714285, 18.714285714285715, 18.857142857142858, 19.142857142857142, 19.428571428571427, 19.857142857142858, 21.428571428571427, 22.142857142857142, 22.428571428571427, 23.857142857142858, 24.571428571428573, 24.714285714285715, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.5714285714285714, 0.7142857142857143, 0.2857142857142857, 1.4285714285714286, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 8, 10, 10, 10, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted over a span of several weeks. The reviews begin at week 0 and continue at a steady pace, with a notable cluster of submissions occurring in the early weeks, particularly between weeks 0 and 10. There is a brief introduction of a review in the \"Toys and Games\" category at week 19, followed by a return to the \"Books\" category, indicating a strong preference for books throughout the timeline. The pattern suggests a sustained engagement with book reviews, with occasional diversions into other categories." }, { "dim_process": 18, "seq_idx": 710, "seq_len": 44, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.4285714285714286, 4.142857142857143, 4.714285714285714, 5.142857142857143, 5.428571428571429, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.0, 7.857142857142857, 8.285714285714286, 8.571428571428571, 9.571428571428571, 9.714285714285714, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.0, 11.285714285714286, 11.428571428571429, 11.714285714285714, 12.714285714285714, 13.0, 13.142857142857142, 13.428571428571429, 13.571428571428571, 14.0, 14.571428571428571, 15.0, 16.571428571428573, 16.857142857142858, 17.0, 17.142857142857142, 18.0, 18.285714285714285, 18.857142857142858, 19.857142857142858, 21.0, 22.428571428571427, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 2.7142857142857144, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 1.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 1.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 1.0, 1.1428571428571428, 1.4285714285714286, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, there is a noticeable introduction of reviews for the \"Kindle Store,\" which starts to appear more frequently around the fourth week. The reviews for \"Books\" continue to dominate the sequence, with several clustered together, particularly in the earlier weeks. Over time, the frequency of \"Kindle Store\" reviews increases, especially in the later weeks, indicating a gradual shift in the user's review activity. The pattern suggests a sustained interest in \"Books,\" with intermittent engagement with the \"Kindle Store\" that becomes more prominent as the timeline advances." }, { "dim_process": 18, "seq_idx": 711, "seq_len": 55, "time_since_start": [ 0.0, 1.7142857142857142, 1.7142857142857142, 2.2857142857142856, 2.2857142857142856, 3.0, 3.0, 3.0, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 6.285714285714286, 6.285714285714286, 6.285714285714286, 7.142857142857143, 7.142857142857143, 7.142857142857143, 8.285714285714286, 8.285714285714286, 9.142857142857142, 9.142857142857142, 9.142857142857142, 10.714285714285714, 10.714285714285714, 11.285714285714286, 11.285714285714286, 11.285714285714286, 13.285714285714286, 13.285714285714286, 13.285714285714286, 13.285714285714286, 13.285714285714286, 13.285714285714286, 13.285714285714286, 13.285714285714286, 13.285714285714286, 13.285714285714286, 15.142857142857142, 15.142857142857142, 18.714285714285715, 18.714285714285715, 18.714285714285715, 19.285714285714285, 19.285714285714285, 19.428571428571427, 19.428571428571427, 21.0, 21.0, 22.142857142857142, 23.857142857142858, 24.285714285714285, 24.857142857142858 ], "time_since_last_event": [ 0.0, 1.7142857142857142, 0.0, 0.5714285714285714, 0.0, 0.7142857142857143, 0.0, 0.0, 1.8571428571428572, 0.0, 0.0, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 1.1428571428571428, 0.0, 0.8571428571428571, 0.0, 0.0, 1.5714285714285714, 0.0, 0.5714285714285714, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.8571428571428572, 0.0, 3.5714285714285716, 0.0, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 1.5714285714285714, 0.0, 1.1428571428571428, 1.7142857142857142, 0.42857142857142855, 0.5714285714285714 ], "type_event": [ 15, 10, 7, 12, 11, 10, 8, 9, 11, 4, 10, 8, 7, 3, 1, 11, 10, 11, 10, 7, 15, 13, 8, 10, 15, 11, 9, 3, 10, 5, 3, 0, 9, 5, 10, 7, 4, 0, 8, 12, 10, 1, 3, 13, 11, 3, 9, 11, 2, 11, 8, 11, 11, 2, 2 ], "type_text": [ "Clothing Shoes and Jewelry", "Books", "Grocery and Gourmet Food", "Sports and Outdoors", "Home and Kitchen", "Books", "Toys and Games", "Office Products", "Home and Kitchen", "Electronics", "Books", "Toys and Games", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Tools and Home Improvement", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Toys and Games", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Office Products", "Arts Crafts and Sewing", "Books", "Automotive", "Arts Crafts and Sewing", "Other", "Office Products", "Automotive", "Books", "Grocery and Gourmet Food", "Electronics", "Other", "Toys and Games", "Sports and Outdoors", "Books", "Tools and Home Improvement", "Arts Crafts and Sewing", "Patio Lawn and Garden", "Home and Kitchen", "Arts Crafts and Sewing", "Office Products", "Home and Kitchen", "Pet Supplies", "Home and Kitchen", "Toys and Games", "Home and Kitchen", "Home and Kitchen", "Pet Supplies", "Pet Supplies" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with notable clustering of certain types. Initially, reviews for Clothing, Shoes and Jewelry, and various other categories appear within the first few weeks. As time progresses, there is a significant concentration of reviews for Home and Kitchen products, particularly around weeks 10 to 24, indicating a sustained interest in this category. Books are also reviewed consistently throughout the timeline, with peaks occurring at multiple intervals. Additionally, there are clusters of reviews for Arts, Crafts, and Sewing, and Pet Supplies in the latter part of the timeline, suggesting a shift in focus towards these categories as the sequence unfolds." }, { "dim_process": 18, "seq_idx": 712, "seq_len": 48, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 2.4285714285714284, 2.5714285714285716, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.142857142857143, 6.0, 6.142857142857143, 6.428571428571429, 7.0, 7.142857142857143, 7.714285714285714, 8.428571428571429, 8.571428571428571, 9.0, 9.285714285714286, 9.857142857142858, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.714285714285714, 12.714285714285714, 13.0, 14.428571428571429, 15.142857142857142, 15.428571428571429, 16.285714285714285, 16.428571428571427, 17.285714285714285, 17.285714285714285, 18.285714285714285, 18.428571428571427, 19.0, 20.142857142857142, 20.142857142857142, 22.142857142857142, 23.571428571428573, 25.0 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 1.8571428571428572, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 1.4285714285714286, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.0, 1.0, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.0, 2.0, 1.4285714285714286, 1.4285714285714286 ], "type_event": [ 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 15, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Clothing Shoes and Jewelry", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple reviews submitted consistently over time. The user begins with reviews in both the \"Books\" and \"Kindle Store\" categories early on, but the majority of reviews cluster around the \"Books\" category, particularly between the 0 to 20-week mark. The \"Kindle Store\" reviews appear intermittently, with a notable increase in frequency occurring after week 17. Additionally, there is a single review for \"Clothing Shoes and Jewelry\" towards the end of the sequence, indicating a brief diversification in review categories. Overall, the trend indicates a sustained interest in books, with occasional forays into other categories." }, { "dim_process": 18, "seq_idx": 713, "seq_len": 44, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 5.714285714285714, 5.714285714285714, 5.714285714285714, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 7.0, 8.857142857142858, 10.0, 10.142857142857142, 13.0, 13.0, 13.0, 15.714285714285714, 15.714285714285714, 19.0, 19.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 2.4285714285714284, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 1.1428571428571428, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 1.8571428571428572, 1.1428571428571428, 0.14285714285714285, 2.857142857142857, 0.0, 0.0, 2.7142857142857144, 0.0, 3.2857142857142856, 0.0 ], "type_event": [ 8, 10, 4, 15, 6, 11, 11, 3, 17, 0, 10, 15, 11, 13, 5, 4, 10, 17, 15, 9, 8, 9, 4, 17, 4, 9, 17, 17, 1, 10, 0, 6, 4, 11, 2, 6, 13, 11, 2, 10, 8, 9, 8, 15 ], "type_text": [ "Toys and Games", "Books", "Electronics", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Home and Kitchen", "Home and Kitchen", "Arts Crafts and Sewing", "Cell Phones and Accessories", "Other", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Patio Lawn and Garden", "Automotive", "Electronics", "Books", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Office Products", "Toys and Games", "Office Products", "Electronics", "Cell Phones and Accessories", "Electronics", "Office Products", "Cell Phones and Accessories", "Cell Phones and Accessories", "Tools and Home Improvement", "Books", "Other", "Industrial and Scientific", "Electronics", "Home and Kitchen", "Pet Supplies", "Industrial and Scientific", "Patio Lawn and Garden", "Home and Kitchen", "Pet Supplies", "Books", "Toys and Games", "Office Products", "Toys and Games", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a cluster of reviews across various categories, all submitted within the first week. Following this initial period, there is a notable gap before a second cluster appears around three weeks later, featuring a mix of categories including Home and Kitchen and Electronics. As time progresses, reviews become more concentrated in specific categories, particularly Electronics and Home and Kitchen, with additional clusters emerging at around six weeks and again at thirteen weeks. Towards the end of the sequence, reviews for Toys and Games reappear, indicating a resurgence in that category after a longer interval." }, { "dim_process": 18, "seq_idx": 714, "seq_len": 40, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.7142857142857142, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.4285714285714284, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.0, 5.142857142857143, 6.142857142857143, 6.428571428571429, 7.142857142857143, 7.285714285714286, 8.0, 8.142857142857142, 8.285714285714286, 9.142857142857142, 10.714285714285714, 11.0, 11.428571428571429, 11.714285714285714, 12.0, 12.142857142857142, 12.571428571428571, 13.142857142857142, 13.571428571428571, 14.0, 14.142857142857142, 15.428571428571429, 15.714285714285714, 16.142857142857142, 17.571428571428573, 18.142857142857142, 25.0 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.42857142857142855, 1.4285714285714286, 0.5714285714285714, 6.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which appears consistently throughout the timeline, with a notable cluster of reviews occurring in the initial weeks. There are a few instances of reviews in the \"Kindle Store\" category, which are interspersed within the overall pattern but occur less frequently. The reviews continue to be submitted at a steady pace, with a slight increase in frequency observed in the earlier weeks before stabilizing. Overall, the majority of reviews are concentrated in the \"Books\" category, with minimal variation in the timing of submissions." }, { "dim_process": 18, "seq_idx": 715, "seq_len": 41, "time_since_start": [ 0.0, 0.7142857142857143, 2.142857142857143, 2.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.0, 5.0, 5.571428571428571, 5.857142857142857, 7.714285714285714, 8.142857142857142, 8.714285714285714, 8.857142857142858, 9.0, 9.0, 9.142857142857142, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.714285714285714, 11.714285714285714, 12.571428571428571, 13.714285714285714, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.571428571428571, 15.0, 15.714285714285714, 17.428571428571427, 17.714285714285715, 18.285714285714285, 19.714285714285715, 20.714285714285715, 21.0, 21.714285714285715, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 1.4285714285714286, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 1.8571428571428572, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 2.0, 0.8571428571428571, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.7142857142857143, 1.7142857142857142, 0.2857142857142857, 0.5714285714285714, 1.4285714285714286, 1.0, 0.2857142857142857, 0.7142857142857143, 1.4285714285714286 ], "type_event": [ 14, 10, 14, 16, 10, 10, 10, 10, 16, 14, 10, 14, 14, 10, 10, 10, 10, 1, 11, 10, 14, 16, 10, 10, 0, 10, 10, 10, 10, 14, 10, 10, 14, 10, 10, 14, 14, 14, 14, 16, 14 ], "type_text": [ "Movies and TV", "Books", "Movies and TV", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Home and Kitchen", "Books", "Movies and TV", "Kindle Store", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Movies and TV", "Books", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Kindle Store", "Movies and TV" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple reviews clustered within the early to mid-period of the timeline. The \"Movies and TV\" category also features prominently, with several reviews occurring consistently throughout the sequence, particularly in the later weeks. The \"Kindle Store\" reviews appear intermittently, primarily in the early and mid-periods. Other categories, such as \"Tools and Home Improvement\" and \"Home and Kitchen,\" are reviewed less frequently and appear as outliers in the overall trend. Overall, the reviews tend to cluster around specific periods, with a noticeable increase in \"Books\" towards the middle and end of the timeline." }, { "dim_process": 18, "seq_idx": 716, "seq_len": 77, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 1.0, 1.4285714285714286, 1.7142857142857142, 2.0, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.0, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.571428571428571, 6.714285714285714, 7.714285714285714, 7.857142857142857, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.0, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.714285714285714, 11.428571428571429, 11.571428571428571, 12.0, 12.285714285714286, 12.428571428571429, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.714285714285714, 13.857142857142858, 13.857142857142858, 14.0, 14.142857142857142, 14.571428571428571, 14.571428571428571, 14.857142857142858, 15.0, 15.285714285714286, 15.571428571428571, 16.0, 16.428571428571427, 17.857142857142858, 18.142857142857142, 18.428571428571427, 18.714285714285715, 18.857142857142858, 20.428571428571427, 20.857142857142858, 22.142857142857142, 22.428571428571427, 23.285714285714285, 23.714285714285715, 23.857142857142858, 24.285714285714285, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714 ], "type_event": [ 10, 16, 10, 10, 10, 16, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, especially in the early weeks, with multiple reviews clustered closely together. The \"Kindle Store\" reviews appear less frequently and tend to cluster in specific periods, particularly after the initial weeks. As time progresses, there is a noticeable shift where \"Kindle Store\" reviews become more frequent, especially in the later weeks, indicating a trend of increasing engagement with that category. Overall, the reviews display a pattern of initial concentration on \"Books\" followed by a gradual increase in \"Kindle Store\" reviews over time." }, { "dim_process": 18, "seq_idx": 717, "seq_len": 49, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.0, 1.1428571428571428, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.0, 3.2857142857142856, 3.5714285714285716, 4.0, 4.714285714285714, 5.0, 5.285714285714286, 6.571428571428571, 7.0, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.428571428571429, 9.0, 9.428571428571429, 9.857142857142858, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.285714285714286, 11.571428571428571, 12.285714285714286, 13.285714285714286, 14.0, 14.142857142857142, 14.571428571428571, 15.571428571428571, 15.714285714285714, 16.714285714285715, 16.857142857142858, 17.571428571428573, 18.142857142857142, 19.857142857142858, 21.285714285714285, 21.714285714285715, 22.0, 22.142857142857142, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.0, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 1.0, 0.14285714285714285, 1.0, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 1.7142857142857142, 1.4285714285714286, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 22 weeks. There are two instances of reviews for the \"Kindle Store,\" occurring at weeks 3.57 and 5.29, which are the only deviations from the predominant \"Books\" category. The reviews cluster heavily in the earlier weeks, particularly between weeks 0 and 10, with a notable decline in frequency as the sequence progresses. Overall, the trend indicates a strong preference for reviewing books, with minimal engagement in other categories." }, { "dim_process": 18, "seq_idx": 718, "seq_len": 69, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.7142857142857144, 3.0, 3.857142857142857, 4.571428571428571, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.714285714285714, 8.0, 8.428571428571429, 8.714285714285714, 9.0, 9.0, 9.571428571428571, 10.0, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.571428571428571, 12.0, 12.285714285714286, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.285714285714286, 15.285714285714286, 15.571428571428571, 15.714285714285714, 15.857142857142858, 15.857142857142858, 16.142857142857142, 16.571428571428573, 17.0, 17.0, 17.142857142857142, 17.285714285714285, 17.857142857142858, 18.714285714285715, 18.714285714285715, 19.142857142857142, 19.428571428571427, 20.285714285714285, 22.142857142857142, 24.571428571428573, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.0, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 1.8571428571428572, 2.4285714285714284, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features reviews for books, which are consistently submitted over a span of time, with multiple entries occurring in close succession. Reviews for the Kindle Store appear intermittently, primarily clustered around specific weeks, but they are significantly less frequent than book reviews. The majority of reviews are concentrated in the earlier weeks, with a gradual tapering off as time progresses, although book reviews continue to be submitted throughout the entire period. Overall, the pattern indicates a strong focus on books with occasional reviews for the Kindle Store." }, { "dim_process": 18, "seq_idx": 719, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 2.4285714285714284, 2.4285714285714284, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 6.857142857142857, 9.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 11.285714285714286, 11.285714285714286, 11.428571428571429, 13.0, 13.0, 13.0, 13.0, 13.857142857142858, 13.857142857142858, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.857142857142858, 15.857142857142858, 15.857142857142858, 15.857142857142858, 16.142857142857142, 17.571428571428573, 17.571428571428573, 17.857142857142858, 20.0, 20.0, 21.428571428571427, 21.571428571428573, 22.428571428571427, 22.857142857142858, 23.0, 23.428571428571427, 24.142857142857142, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 2.2857142857142856, 0.0, 1.7142857142857142, 0.0, 0.0, 0.0, 0.0, 2.7142857142857144, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 0.14285714285714285, 1.5714285714285714, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.0, 0.0, 0.0, 0.2857142857142857, 1.4285714285714286, 0.0, 0.2857142857142857, 2.142857142857143, 0.0, 1.4285714285714286, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 11, 15, 11, 10, 0, 16, 15, 15, 4, 0, 16, 12, 9, 10, 10, 11, 12, 15, 10, 12, 11, 16, 10, 15, 10, 10, 10, 11, 0, 15, 10, 11, 10, 12, 15, 0, 4, 11, 11, 9, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Other", "Kindle Store", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Electronics", "Other", "Kindle Store", "Sports and Outdoors", "Office Products", "Books", "Books", "Home and Kitchen", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Sports and Outdoors", "Home and Kitchen", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Other", "Electronics", "Home and Kitchen", "Home and Kitchen", "Office Products", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, which dominates the early weeks. As time progresses, there is a diversification into other categories such as \"Home and Kitchen,\" \"Clothing Shoes and Jewelry,\" and \"Kindle Store,\" with multiple reviews clustering around the 4 to 14-week mark. The \"Clothing Shoes and Jewelry\" category sees a notable increase in reviews around the 9 to 20-week period. Towards the later weeks, there is a resurgence of reviews in the \"Books\" category, alongside a consistent presence of \"Home and Kitchen\" and \"Kindle Store\" reviews, indicating a sustained interest in these areas." }, { "dim_process": 18, "seq_idx": 720, "seq_len": 40, "time_since_start": [ 0.0, 0.8571428571428571, 2.4285714285714284, 2.7142857142857144, 3.0, 4.142857142857143, 4.857142857142857, 5.285714285714286, 6.857142857142857, 8.142857142857142, 8.428571428571429, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.857142857142858, 10.571428571428571, 11.285714285714286, 11.428571428571429, 12.714285714285714, 13.142857142857142, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.428571428571429, 15.0, 15.142857142857142, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.857142857142858, 18.0, 18.142857142857142, 20.857142857142858, 21.857142857142858, 22.857142857142858, 24.142857142857142, 25.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 1.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 0.42857142857142855, 1.5714285714285714, 1.2857142857142858, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 2.7142857142857144, 1.0, 1.0, 1.2857142857142858, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which is consistently reviewed throughout the timeline, with a notable concentration of reviews occurring in the earlier weeks. The \"Kindle Store\" reviews appear infrequently, clustered around the 8-week and 14-week marks, suggesting a brief engagement with that category amidst a predominantly book-focused review pattern. Overall, the trend indicates a sustained interest in books over time, with occasional reviews of the Kindle Store interspersed." }, { "dim_process": 18, "seq_idx": 721, "seq_len": 49, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.8571428571428572, 2.142857142857143, 2.5714285714285716, 3.5714285714285716, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.714285714285714, 7.285714285714286, 7.857142857142857, 8.0, 8.428571428571429, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.714285714285714, 10.0, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.0, 11.857142857142858, 12.142857142857142, 12.571428571428571, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.142857142857142, 14.142857142857142, 15.142857142857142, 15.285714285714286, 16.0, 16.142857142857142, 16.571428571428573, 18.571428571428573, 18.857142857142858, 19.142857142857142, 19.285714285714285, 20.0, 20.857142857142858, 22.0, 24.714285714285715, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.2857142857142857, 0.42857142857142855, 1.0, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 1.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 2.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 2.7142857142857144, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently over time, with the majority occurring in the initial weeks. There is a notable cluster of book reviews in the early part of the timeline, with a gradual tapering off as time progresses. Reviews for the Kindle Store appear intermittently, primarily after the first 12 weeks, indicating a slight shift in focus but still maintaining a strong emphasis on books throughout the entire sequence. Overall, the pattern shows a sustained interest in books, with Kindle Store reviews emerging later in the timeline." }, { "dim_process": 18, "seq_idx": 722, "seq_len": 65, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.0, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 4.714285714285714, 5.142857142857143, 5.857142857142857, 6.714285714285714, 7.0, 7.142857142857143, 7.285714285714286, 7.714285714285714, 8.0, 8.142857142857142, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.0, 9.285714285714286, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.0, 11.142857142857142, 11.428571428571429, 11.714285714285714, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.0, 13.0, 13.142857142857142, 13.714285714285714, 14.0, 14.285714285714286, 14.857142857142858, 16.142857142857142, 16.285714285714285, 17.0, 17.142857142857142, 17.428571428571427, 18.142857142857142, 18.571428571428573, 19.0, 21.285714285714285, 21.428571428571427, 21.857142857142858, 23.142857142857142, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 2.2857142857142856, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 1.0 ], "type_event": [ 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a clear pattern where the majority of reviews are for books, particularly concentrated in the early weeks, with a notable peak in frequency around weeks 1 to 3. Reviews for the Kindle Store appear less frequently and tend to cluster later in the timeline, particularly after week 5. As time progresses, there is a gradual increase in Kindle Store reviews, but they remain less frequent compared to the consistent and predominant focus on book reviews throughout the sequence. Overall, the trend indicates a strong initial interest in books, with intermittent reviews for the Kindle Store appearing more prominently in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 723, "seq_len": 41, "time_since_start": [ 0.0, 2.0, 2.5714285714285716, 2.5714285714285716, 3.0, 3.0, 3.857142857142857, 4.428571428571429, 5.0, 5.285714285714286, 5.571428571428571, 6.0, 6.142857142857143, 6.285714285714286, 6.714285714285714, 7.0, 7.428571428571429, 7.857142857142857, 8.571428571428571, 8.857142857142858, 9.428571428571429, 9.571428571428571, 10.285714285714286, 10.714285714285714, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.142857142857142, 13.428571428571429, 14.142857142857142, 14.857142857142858, 15.285714285714286, 15.428571428571429, 16.428571428571427, 18.428571428571427, 20.857142857142858 ], "time_since_last_event": [ 0.0, 2.0, 0.5714285714285714, 0.0, 0.42857142857142855, 0.0, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 1.0, 2.0, 2.4285714285714284 ], "type_event": [ 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with numerous reviews submitted in the first several weeks. There is a slight diversification with the introduction of \"Kindle Store\" reviews around the 2.57-week mark, but the majority of reviews continue to be for \"Books\" throughout the early period. A notable shift occurs around the 8.57-week mark, where a review for \"Pet Supplies\" is submitted, although the user returns to reviewing \"Books\" shortly after. As the sequence progresses, \"Kindle Store\" reviews reappear intermittently, but the predominant trend remains a consistent emphasis on \"Books,\" with reviews being submitted at regular intervals over the entire timeline." }, { "dim_process": 18, "seq_idx": 724, "seq_len": 40, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 2.5714285714285716, 3.7142857142857144, 4.714285714285714, 5.285714285714286, 5.571428571428571, 6.571428571428571, 6.714285714285714, 7.714285714285714, 7.857142857142857, 8.571428571428571, 8.714285714285714, 9.285714285714286, 9.571428571428571, 9.857142857142858, 9.857142857142858, 10.571428571428571, 10.857142857142858, 11.571428571428571, 11.714285714285714, 12.285714285714286, 12.428571428571429, 12.714285714285714, 13.142857142857142, 13.571428571428571, 13.857142857142858, 14.428571428571429, 15.142857142857142, 15.714285714285714, 16.0, 16.142857142857142, 16.285714285714285, 16.857142857142858, 17.571428571428573, 21.428571428571427, 21.857142857142858, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 1.2857142857142858, 1.1428571428571428, 1.0, 0.5714285714285714, 0.2857142857142857, 1.0, 0.14285714285714285, 1.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.0, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 3.857142857142857, 0.42857142857142855, 2.7142857142857144 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted over time, particularly concentrated in the early weeks. The user begins with a review in the \"Kindle Store\" and quickly transitions to multiple \"Books\" reviews, which continue to be submitted consistently over several weeks. There are periodic returns to the \"Kindle Store,\" but these instances are less frequent compared to the continuous engagement with \"Books.\" Overall, the trend indicates a strong and sustained interest in reviewing books, with the majority of reviews clustered in the initial weeks and fewer reviews occurring in the later weeks." }, { "dim_process": 18, "seq_idx": 725, "seq_len": 74, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 1.0, 1.0, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.571428571428571, 6.714285714285714, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 9.0, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.571428571428571, 11.428571428571429, 11.857142857142858, 12.0, 12.285714285714286, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.0, 14.142857142857142, 14.714285714285714, 14.857142857142858, 15.0, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.714285714285714, 15.714285714285714, 16.285714285714285, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.857142857142858, 18.142857142857142, 18.714285714285715, 19.142857142857142, 19.571428571428573, 21.142857142857142, 22.0, 22.428571428571427, 25.285714285714285, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 1.5714285714285714, 0.8571428571428571, 0.42857142857142855, 2.857142857142857, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 0, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 8, 10, 10, 10, 6, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 3, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Other", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Industrial and Scientific", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant concentration of reviews occurring in the initial weeks and continuing throughout the timeline. Other categories such as \"Other,\" \"Clothing Shoes and Jewelry,\" \"Toys and Games,\" \"Industrial and Scientific,\" \"Office Products,\" \"Arts Crafts and Sewing,\" and \"Grocery and Gourmet Food\" appear infrequently and are clustered early in the sequence or after extended periods of reviewing books. The reviews for books tend to cluster closely together, with multiple entries often submitted in a single week, while reviews for other categories are more sporadic and less frequent. Overall, the trend indicates a strong and consistent engagement with books over time, with minimal diversification into other product categories." }, { "dim_process": 18, "seq_idx": 726, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.0, 1.1428571428571428, 1.5714285714285714, 3.5714285714285716, 4.0, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.142857142857143, 6.0, 6.0, 6.857142857142857, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.0, 8.142857142857142, 8.285714285714286, 9.0, 9.857142857142858, 10.0, 10.285714285714286, 12.0, 13.0, 13.285714285714286, 13.714285714285714, 14.0, 14.142857142857142, 17.0, 17.428571428571427, 17.571428571428573, 18.0, 21.285714285714285, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 2.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.0, 0.8571428571428571, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 1.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 2.857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 3.2857142857142856, 3.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a majority of reviews submitted consistently over time, particularly in the early weeks. The first review appears at the start of the timeline, and the frequency of \"Books\" reviews remains high, with several clusters occurring within the first few weeks. The \"Kindle Store\" category is introduced later in the sequence, with reviews appearing intermittently alongside the ongoing reviews for \"Books.\" Overall, the trend indicates a sustained interest in \"Books,\" with \"Kindle Store\" reviews appearing as a secondary focus." }, { "dim_process": 18, "seq_idx": 727, "seq_len": 72, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 2.0, 2.142857142857143, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.0, 5.0, 5.142857142857143, 5.142857142857143, 5.285714285714286, 6.0, 6.285714285714286, 6.285714285714286, 6.428571428571429, 7.428571428571429, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 9.0, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 11.0, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.0, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 13.142857142857142, 13.571428571428571, 13.857142857142858, 13.857142857142858, 14.0, 14.428571428571429, 14.857142857142858, 15.142857142857142, 15.857142857142858, 16.0, 16.142857142857142, 16.428571428571427, 16.428571428571427, 17.0, 17.285714285714285, 17.428571428571427, 17.857142857142858, 18.0, 18.285714285714285, 18.428571428571427, 18.428571428571427, 20.142857142857142, 20.428571428571427, 21.285714285714285, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.14285714285714285, 1.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 1.7142857142857142, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The user begins with several reviews of books in the initial weeks, followed by a gradual introduction of reviews in the \"Kindle Store\" category, which occurs intermittently throughout the timeline. Notably, reviews for \"Books\" cluster heavily in the earlier weeks, while \"Kindle Store\" reviews appear more frequently in the later stages, particularly after the first few weeks. Overall, the trend indicates a sustained interest in books with occasional engagement with the Kindle Store, particularly as time progresses." }, { "dim_process": 18, "seq_idx": 728, "seq_len": 45, "time_since_start": [ 0.0, 0.0, 0.0, 0.14285714285714285, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.714285714285714, 10.571428571428571, 13.428571428571429, 13.428571428571429, 14.0, 14.0, 14.571428571428571, 14.571428571428571, 15.714285714285714, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.428571428571427, 21.714285714285715, 21.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.14285714285714285, 3.857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.2857142857142857, 3.857142857142857, 2.857142857142857, 0.0, 0.5714285714285714, 0.0, 0.5714285714285714, 0.0, 1.1428571428571428, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.0, 4.285714285714286, 0.0 ], "type_event": [ 12, 4, 11, 12, 1, 15, 12, 11, 0, 7, 10, 15, 12, 11, 0, 10, 17, 7, 1, 3, 8, 10, 1, 15, 7, 12, 11, 4, 5, 7, 6, 10, 10, 12, 15, 12, 10, 7, 10, 11, 15, 1, 11, 12, 1 ], "type_text": [ "Sports and Outdoors", "Electronics", "Home and Kitchen", "Sports and Outdoors", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Other", "Grocery and Gourmet Food", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Other", "Books", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Tools and Home Improvement", "Arts Crafts and Sewing", "Toys and Games", "Books", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Sports and Outdoors", "Home and Kitchen", "Electronics", "Automotive", "Grocery and Gourmet Food", "Industrial and Scientific", "Books", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Sports and Outdoors", "Tools and Home Improvement" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Sports and Outdoors, Electronics, and Home and Kitchen, all submitted within the first week. After a period of inactivity, a cluster of reviews emerges around the fourth week, predominantly in Tools and Home Improvement and Clothing Shoes and Jewelry, alongside several other categories. As time progresses, there is a noticeable increase in reviews focused on Books, particularly around the 10 to 15-week mark, while Sports and Outdoors reviews also reappear consistently. The latter part of the sequence shows a return to Home and Kitchen and Tools and Home Improvement, indicating a mix of interests over time, with certain categories like Books and Sports and Outdoors receiving multiple reviews at various intervals." }, { "dim_process": 18, "seq_idx": 729, "seq_len": 87, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.571428571428571, 8.0, 8.428571428571429, 8.857142857142858, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.0, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.857142857142858, 10.857142857142858, 11.428571428571429, 12.0, 12.142857142857142, 12.571428571428571, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.571428571428571, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.285714285714285, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.714285714285715, 18.0, 18.142857142857142, 18.285714285714285, 18.428571428571427, 19.142857142857142, 19.428571428571427, 19.571428571428573, 20.142857142857142, 21.142857142857142, 21.571428571428573, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.0, 0.42857142857142855, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over time. The reviews for \"Books\" occur frequently, especially in the earlier weeks, with a noticeable cluster of activity in the first 20 weeks. The \"Kindle Store\" reviews appear sporadically, primarily interspersed among the \"Books\" reviews, particularly in the later weeks of the sequence. Overall, the trend indicates a strong and sustained engagement with the \"Books\" category, while the \"Kindle Store\" reviews are less frequent and tend to occur at intervals throughout the timeline." }, { "dim_process": 18, "seq_idx": 730, "seq_len": 51, "time_since_start": [ 0.0, 0.7142857142857143, 1.8571428571428572, 2.0, 2.7142857142857144, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.571428571428571, 5.0, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 7.571428571428571, 9.0, 9.857142857142858, 10.428571428571429, 10.714285714285714, 11.571428571428571, 12.0, 12.142857142857142, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.428571428571429, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.571428571428571, 16.142857142857142, 16.714285714285715, 16.857142857142858, 16.857142857142858, 17.0, 17.428571428571427, 17.571428571428573, 18.142857142857142, 18.714285714285715, 19.857142857142858, 20.571428571428573, 21.571428571428573, 22.857142857142858, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 0.7142857142857143, 1.0, 1.2857142857142858, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Early on, reviews for \"Books\" are frequent, with several clustered within the first few weeks. The \"Kindle Store\" reviews appear less frequently and are interspersed among the \"Books\" reviews, often following periods of multiple \"Books\" reviews. As time progresses, the user continues to submit \"Books\" reviews, with \"Kindle Store\" reviews appearing at intervals, particularly around the 7-week and 14-week marks. Overall, the trend indicates a sustained interest in \"Books\" throughout the entire period, with occasional reviews for the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 731, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.1428571428571428, 1.7142857142857142, 2.0, 2.142857142857143, 2.2857142857142856, 3.0, 4.0, 4.857142857142857, 5.857142857142857, 6.714285714285714, 7.142857142857143, 7.857142857142857, 8.0, 9.0, 9.285714285714286, 9.857142857142858, 10.285714285714286, 11.0, 12.142857142857142, 12.285714285714286, 13.0, 13.714285714285714, 14.714285714285714, 15.0, 15.0, 16.0, 16.857142857142858, 17.0, 17.285714285714285, 17.571428571428573, 17.714285714285715, 18.285714285714285, 19.0, 20.0, 21.0, 23.857142857142858, 25.0 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.8571428571428571, 1.0, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 1.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 1.0, 0.2857142857142857, 0.0, 1.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 1.0, 1.0, 2.857142857142857, 1.1428571428571428 ], "type_event": [ 17, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Cell Phones and Accessories", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with two categories, \"Cell Phones and Accessories\" and \"Books,\" both submitted at the initial timestamp. Following this, there is a predominant focus on \"Books,\" with a consistent pattern of submissions over several weeks, particularly concentrated in the early and middle periods. The reviews for \"Books\" continue to dominate the timeline, with only a brief appearance of the \"Kindle Store\" category at week 15. The trend shows a gradual increase in the frequency of reviews, especially in the first half of the timeline, before stabilizing in the later weeks, indicating a sustained interest in the \"Books\" category throughout the sequence." }, { "dim_process": 18, "seq_idx": 732, "seq_len": 62, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.0, 1.4285714285714286, 2.0, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.0, 6.857142857142857, 6.857142857142857, 7.285714285714286, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.714285714285714, 13.0, 13.142857142857142, 13.285714285714286, 13.857142857142858, 14.142857142857142, 15.142857142857142, 15.714285714285714, 16.0, 16.285714285714285, 16.714285714285715, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.571428571428573, 19.0, 20.571428571428573, 20.857142857142858, 20.857142857142858, 21.0, 21.142857142857142, 21.571428571428573, 23.714285714285715, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.0, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 2.142857142857143, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 16, 10, 4, 16, 16, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Electronics", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted in the early weeks. The reviews for \"Kindle Store\" begin to appear around the 2-week mark and continue to increase in frequency, especially in the later weeks. There are clusters of \"Books\" reviews throughout the timeline, particularly in the initial weeks and again towards the end, while \"Kindle Store\" reviews are more sporadic but become more frequent in the latter half of the sequence. The \"Electronics\" review appears as an isolated event among the predominantly \"Books\" and \"Kindle Store\" reviews." }, { "dim_process": 18, "seq_idx": 733, "seq_len": 51, "time_since_start": [ 0.0, 0.5714285714285714, 1.0, 1.2857142857142858, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.428571428571429, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.571428571428571, 8.857142857142858, 9.0, 9.571428571428571, 9.714285714285714, 10.714285714285714, 11.285714285714286, 13.0, 13.285714285714286, 14.0, 14.714285714285714, 15.285714285714286, 15.428571428571429, 15.428571428571429, 15.428571428571429, 16.428571428571427, 16.428571428571427, 17.142857142857142, 17.428571428571427, 17.571428571428573, 17.714285714285715, 18.0, 18.428571428571427, 18.714285714285715, 21.571428571428573, 22.142857142857142, 24.857142857142858, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.5714285714285714, 1.7142857142857142, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.0, 0.0, 1.0, 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 2.857142857142857, 0.5714285714285714, 2.7142857142857144, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2, 10, 8, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Toys and Games", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time, particularly in the initial weeks. The first review appears at the start of the timeline, with a steady increase in frequency for the \"Books\" category, peaking around the 18-week mark. There are a few instances of reviews for \"Pet Supplies\" and \"Toys and Games,\" which occur later in the sequence, specifically clustered around the 15-week mark. Overall, the trend indicates a strong and sustained interest in books, with minimal diversification into other categories." }, { "dim_process": 18, "seq_idx": 734, "seq_len": 41, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 1.5714285714285714, 2.2857142857142856, 2.5714285714285716, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.571428571428571, 5.285714285714286, 5.571428571428571, 7.714285714285714, 8.571428571428571, 8.857142857142858, 9.0, 9.714285714285714, 10.0, 10.142857142857142, 11.142857142857142, 11.428571428571429, 11.857142857142858, 11.857142857142858, 12.0, 12.142857142857142, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.0, 14.571428571428571, 15.428571428571429, 17.285714285714285, 17.428571428571427, 18.571428571428573, 18.857142857142858, 19.285714285714285, 19.714285714285715, 22.142857142857142, 22.285714285714285, 22.571428571428573, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 1.4285714285714286, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 2.142857142857143, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.8571428571428572, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 2.4285714285714284, 0.14285714285714285, 0.2857142857142857, 0.0 ], "type_event": [ 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 13, 10, 10, 10, 10, 10, 16, 10, 16, 10, 8, 10, 10, 10, 9, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Toys and Games", "Books", "Books", "Books", "Office Products", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, which dominates the early weeks, with multiple entries in the first few weeks. \"Kindle Store\" reviews appear intermittently, primarily clustered around the 2 to 5-week mark and again at the 13 to 15-week mark. As time progresses, there is a notable consistency in the submission of \"Books\" reviews, with sporadic entries in other categories such as \"Patio Lawn and Garden,\" \"Toys and Games,\" and \"Office Products\" appearing later in the sequence. Overall, the trend shows a strong emphasis on \"Books\" throughout the entire period, with other categories being less frequent and occurring later in the timeline." }, { "dim_process": 18, "seq_idx": 735, "seq_len": 43, "time_since_start": [ 0.0, 0.42857142857142855, 2.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.0, 4.428571428571429, 6.428571428571429, 6.571428571428571, 6.571428571428571, 7.0, 7.142857142857143, 7.428571428571429, 9.285714285714286, 9.428571428571429, 9.428571428571429, 9.428571428571429, 10.142857142857142, 11.571428571428571, 11.857142857142858, 12.428571428571429, 12.571428571428571, 12.571428571428571, 13.0, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.285714285714286, 15.714285714285714, 16.0, 16.571428571428573, 17.142857142857142, 17.285714285714285, 17.428571428571427, 18.857142857142858, 19.285714285714285, 19.857142857142858, 20.285714285714285, 21.428571428571427, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 1.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 2.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.8571428571428572, 0.14285714285714285, 0.0, 0.0, 0.7142857142857143, 1.4285714285714286, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 1.1428571428571428, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 5, 4, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 4, 10, 16, 16, 10, 1, 10, 16, 16, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Automotive", "Electronics", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Kindle Store", "Kindle Store", "Books", "Tools and Home Improvement", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, particularly concentrated in the early weeks, with a noticeable peak around the 3 to 4-week mark. The \"Kindle Store\" reviews begin to appear shortly after, with several clustered around weeks 3 to 6, and continuing to appear intermittently throughout the sequence. Other categories such as \"Automotive,\" \"Electronics,\" and \"Tools and Home Improvement\" are introduced later in the timeline, indicating a diversification of review topics as time progresses. Overall, the trend highlights an initial emphasis on books, followed by a gradual inclusion of other categories." }, { "dim_process": 18, "seq_idx": 736, "seq_len": 90, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.5714285714285716, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 6.0, 6.142857142857143, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.714285714285714, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.285714285714286, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.714285714285714, 12.857142857142858, 12.857142857142858, 13.0, 13.142857142857142, 13.857142857142858, 14.142857142857142, 15.0, 15.142857142857142, 15.285714285714286, 16.142857142857142, 16.428571428571427, 17.142857142857142, 17.714285714285715, 18.0, 18.285714285714285, 18.428571428571427, 18.428571428571427, 18.571428571428573, 18.714285714285715, 18.857142857142858, 19.0, 19.142857142857142, 19.285714285714285, 19.714285714285715, 19.857142857142858, 20.0, 20.142857142857142, 20.428571428571427, 20.857142857142858, 21.0, 21.142857142857142, 21.285714285714285, 21.857142857142858, 22.0, 22.285714285714285, 23.714285714285715, 24.285714285714285, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.5714285714285714, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which dominates the timeline with frequent entries. The first review appears shortly after the start of the timeline, with a notable clustering of reviews occurring in the initial weeks. The \"Kindle Store\" reviews are less frequent and appear sporadically, primarily interspersed among the numerous \"Books\" reviews. Overall, the pattern indicates that the user primarily engages with the \"Books\" category throughout the entire sequence, with only occasional reviews for the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 737, "seq_len": 59, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.0, 1.1428571428571428, 1.8571428571428572, 2.0, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.857142857142857, 4.428571428571429, 4.714285714285714, 5.0, 5.428571428571429, 5.857142857142857, 6.0, 6.142857142857143, 7.0, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.0, 8.0, 8.285714285714286, 8.428571428571429, 9.142857142857142, 9.714285714285714, 10.0, 10.142857142857142, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.714285714285714, 14.857142857142858, 15.428571428571429, 15.571428571428571, 16.0, 16.285714285714285, 17.0, 18.0, 19.0, 19.857142857142858, 20.142857142857142, 21.0, 22.571428571428573, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 1.0, 1.0, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 1.5714285714285714, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with the first review occurring at week 0 and continuing consistently for several weeks. Reviews are clustered heavily in the early weeks, with a gradual decline in frequency over time. A small number of reviews for the Kindle Store appear around week 8, but the focus remains on books throughout the sequence. The user continues to submit reviews for books over a span of several weeks, with notable activity persisting up to week 24." }, { "dim_process": 18, "seq_idx": 738, "seq_len": 44, "time_since_start": [ 0.0, 2.2857142857142856, 3.4285714285714284, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.714285714285714, 6.428571428571429, 6.571428571428571, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.142857142857142, 8.857142857142858, 8.857142857142858, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.428571428571429, 12.714285714285714, 13.428571428571429, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 15.142857142857142, 15.428571428571429, 15.571428571428571, 16.428571428571427 ], "time_since_last_event": [ 0.0, 2.2857142857142856, 1.1428571428571428, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571 ], "type_event": [ 10, 10, 8, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 5, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Automotive", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with the majority of reviews occurring consistently over time, particularly in the early weeks. Reviews for \"Kindle Store\" appear intermittently, primarily clustered around weeks 4, 8, 10, and 14. The \"Toys and Games\" category is briefly reviewed in week 3, while the \"Automotive\" category is mentioned once in week 11. Overall, the trend indicates a strong preference for books, with other categories appearing less frequently and often following periods of book reviews." }, { "dim_process": 18, "seq_idx": 739, "seq_len": 45, "time_since_start": [ 0.0, 0.8571428571428571, 1.7142857142857142, 1.8571428571428572, 2.857142857142857, 3.0, 3.5714285714285716, 3.857142857142857, 4.0, 4.571428571428571, 4.714285714285714, 5.0, 7.0, 7.142857142857143, 7.428571428571429, 8.0, 8.857142857142858, 9.571428571428571, 10.142857142857142, 11.428571428571429, 11.857142857142858, 12.428571428571429, 12.714285714285714, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.714285714285714, 14.857142857142858, 15.285714285714286, 16.714285714285715, 16.857142857142858, 18.0, 18.285714285714285, 18.714285714285715, 19.0, 19.142857142857142, 19.285714285714285, 19.714285714285715, 20.428571428571427, 20.714285714285715, 22.571428571428573, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 1.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 2.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.7142857142857143, 0.5714285714285714, 1.2857142857142858, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 1.8571428571428572, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently over the initial weeks, with a notable concentration in the first 20 weeks. Reviews for the Kindle Store begin to appear around week 13 and continue intermittently, suggesting a slight shift in focus. The pattern shows a peak in book reviews before the introduction of Kindle Store reviews, followed by a mix of both categories in the latter part of the timeline, indicating a sustained interest in books while also exploring Kindle options. Overall, book reviews are the primary focus throughout, with Kindle Store reviews emerging as a secondary interest later on." }, { "dim_process": 18, "seq_idx": 740, "seq_len": 77, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 1.7142857142857142, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.0, 3.5714285714285716, 3.7142857142857144, 4.0, 4.285714285714286, 5.0, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.714285714285714, 8.0, 8.285714285714286, 8.571428571428571, 9.0, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.0, 11.285714285714286, 11.571428571428571, 11.571428571428571, 12.0, 12.285714285714286, 12.428571428571429, 12.714285714285714, 13.0, 13.857142857142858, 15.0, 15.428571428571429, 15.714285714285714, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 19.0, 19.714285714285715, 21.857142857142858, 22.714285714285715, 23.285714285714285, 23.714285714285715, 24.142857142857142, 24.285714285714285, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 2.142857142857143, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a significant number of reviews submitted over a prolonged period. The reviews primarily cluster in the early weeks, with a gradual increase in frequency before stabilizing. Notably, there are two instances of reviews in the \"Kindle Store\" category, both occurring later in the sequence, indicating a slight diversification in review topics. Overall, the majority of reviews are concentrated in the \"Books\" category throughout the timeline, with the \"Kindle Store\" reviews appearing intermittently." }, { "dim_process": 18, "seq_idx": 741, "seq_len": 45, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.0, 1.4285714285714286, 1.8571428571428572, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.571428571428571, 6.0, 6.857142857142857, 7.285714285714286, 7.428571428571429, 8.285714285714286, 8.571428571428571, 9.142857142857142, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.857142857142858, 12.142857142857142, 12.428571428571429, 12.571428571428571, 13.0, 13.142857142857142, 14.0, 14.285714285714286, 14.714285714285714, 14.857142857142858, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.571428571428571, 16.285714285714285, 16.857142857142858, 17.571428571428573, 18.285714285714285, 18.857142857142858, 19.857142857142858, 22.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 1.0, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted at regular intervals over the initial weeks. The reviews start within the first week and continue to be submitted frequently, with a notable cluster of submissions occurring in the first 18 weeks. There are a few instances of reviews for the \"Kindle Store,\" which appear later in the sequence, specifically around weeks 14 and 18, indicating a slight diversification in review categories. Overall, the trend reflects a sustained engagement with books, particularly in the early stages of the timeline." }, { "dim_process": 18, "seq_idx": 742, "seq_len": 43, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.0, 1.0, 1.7142857142857142, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 3.0, 3.0, 3.142857142857143, 3.2857142857142856, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.714285714285714, 5.0, 7.0, 7.428571428571429, 7.428571428571429, 7.428571428571429, 7.714285714285714, 9.142857142857142, 9.285714285714286, 9.714285714285714, 10.0, 11.0, 11.714285714285714, 12.714285714285714, 12.714285714285714, 12.857142857142858, 14.285714285714286, 14.857142857142858, 16.285714285714285, 16.714285714285715, 16.714285714285715, 16.714285714285715, 17.142857142857142, 17.142857142857142, 17.714285714285715, 20.142857142857142, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.5714285714285714, 0.0, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 2.0, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.0, 0.7142857142857143, 1.0, 0.0, 0.14285714285714285, 1.4285714285714286, 0.5714285714285714, 1.4285714285714286, 0.42857142857142855, 0.0, 0.0, 0.42857142857142855, 0.0, 0.5714285714285714, 2.4285714285714284, 2.5714285714285716 ], "type_event": [ 10, 10, 10, 8, 10, 10, 8, 10, 16, 10, 8, 10, 10, 10, 16, 10, 10, 10, 10, 16, 8, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 12, 16, 14, 10, 16, 16, 16, 15 ], "type_text": [ "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Toys and Games", "Books", "Kindle Store", "Books", "Toys and Games", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Sports and Outdoors", "Kindle Store", "Movies and TV", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Clothing Shoes and Jewelry" ], "description": "The sequence begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. \"Toys and Games\" reviews appear shortly after, indicating a slight diversification in interests. As time progresses, there is a notable increase in reviews for the \"Kindle Store,\" particularly clustered around the 12 to 20-week mark. The reviews for \"Books\" continue to dominate throughout the sequence, with a consistent presence even as other categories emerge later on, such as \"Sports and Outdoors\" and \"Clothing Shoes and Jewelry.\" Overall, the pattern shows a predominant interest in books, with other categories introduced gradually over time." }, { "dim_process": 18, "seq_idx": 743, "seq_len": 48, "time_since_start": [ 0.0, 0.8571428571428571, 1.7142857142857142, 3.2857142857142856, 4.428571428571429, 4.428571428571429, 4.571428571428571, 5.0, 5.428571428571429, 5.571428571428571, 6.0, 6.285714285714286, 6.714285714285714, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.0, 8.285714285714286, 9.285714285714286, 10.0, 10.142857142857142, 10.285714285714286, 10.285714285714286, 11.0, 11.571428571428571, 11.857142857142858, 12.428571428571429, 12.571428571428571, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.285714285714286, 15.142857142857142, 15.571428571428571, 16.0, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.571428571428573, 18.285714285714285, 18.571428571428573, 20.428571428571427, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.8571428571428571, 1.5714285714285714, 1.1428571428571428, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 1.8571428571428572, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 2, 8, 2, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 16, 16, 10, 16, 16, 16, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Pet Supplies", "Toys and Games", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on books, with multiple reviews submitted in the initial weeks. As time progresses, there is a brief introduction of reviews in the pet supplies and toys and games categories around the fourth week. However, the majority of reviews continue to center on books, particularly between weeks 5 and 10. After this period, there is a notable increase in reviews for the Kindle Store, which starts around the tenth week and continues intermittently alongside book reviews for several weeks. Overall, the trend shows a strong preference for books throughout the sequence, with a gradual introduction and clustering of Kindle Store reviews later on." }, { "dim_process": 18, "seq_idx": 744, "seq_len": 65, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.0, 5.285714285714286, 5.857142857142857, 6.0, 6.428571428571429, 7.0, 7.285714285714286, 8.0, 8.142857142857142, 8.285714285714286, 8.714285714285714, 9.0, 9.285714285714286, 9.857142857142858, 9.857142857142858, 10.0, 10.285714285714286, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.0, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.142857142857142, 13.428571428571429, 15.0, 15.857142857142858, 16.0, 16.142857142857142, 16.428571428571427, 17.0, 17.142857142857142, 17.571428571428573, 17.857142857142858, 18.285714285714285, 18.857142857142858, 19.0, 19.285714285714285, 19.571428571428573, 20.857142857142858, 21.0, 23.857142857142858, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 2.857142857142857, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over a span of weeks. The reviews begin at week zero and continue to cluster primarily within the first 25 weeks, with a notable concentration of submissions occurring in the earlier weeks. There are occasional reviews for the \"Kindle Store,\" but these are sparse and appear later in the timeline, specifically around weeks 8 and 9. Overall, the trend indicates a sustained engagement with books throughout the review period, with minimal diversification into other categories." }, { "dim_process": 18, "seq_idx": 745, "seq_len": 46, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.0, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.857142857142857, 3.4285714285714284, 3.5714285714285716, 4.285714285714286, 4.714285714285714, 5.428571428571429, 6.142857142857143, 6.428571428571429, 6.571428571428571, 7.0, 7.571428571428571, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.0, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.0, 10.714285714285714, 10.857142857142858, 12.0, 12.428571428571429, 12.857142857142858, 13.571428571428571, 14.0, 14.571428571428571, 14.857142857142858, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.428571428571427, 16.714285714285715, 17.714285714285715, 17.857142857142858, 20.428571428571427, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.0, 0.14285714285714285, 2.5714285714285716, 1.8571428571428572 ], "type_event": [ 7, 10, 10, 10, 10, 10, 10, 10, 4, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a review in the Grocery and Gourmet Food category, followed by a series of reviews predominantly in the Books category, which continue for an extended period. There is a single review for Electronics that occurs early in the sequence, but the majority of reviews are concentrated in the Books category, with multiple entries clustered closely together over several weeks. Towards the end of the timeline, there are two reviews for the Kindle Store, indicating a shift in focus after a prolonged period of reviewing Books. Overall, the trend shows a strong emphasis on Books, with minimal diversification in categories until the later stages of the sequence." }, { "dim_process": 18, "seq_idx": 746, "seq_len": 70, "time_since_start": [ 0.0, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 2.0, 2.2857142857142856, 2.5714285714285716, 3.0, 3.2857142857142856, 3.7142857142857144, 4.0, 4.428571428571429, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.857142857142857, 6.0, 6.285714285714286, 6.571428571428571, 6.857142857142857, 6.857142857142857, 7.0, 7.0, 7.142857142857143, 7.142857142857143, 7.428571428571429, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.142857142857142, 8.285714285714286, 8.285714285714286, 8.571428571428571, 9.714285714285714, 9.714285714285714, 10.0, 10.428571428571429, 10.571428571428571, 10.571428571428571, 10.714285714285714, 10.857142857142858, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.714285714285714, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.0, 14.0, 14.142857142857142, 14.428571428571429, 14.857142857142858, 16.571428571428573, 17.285714285714285, 18.428571428571427, 18.714285714285715, 19.571428571428573, 20.0 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.0, 0.0, 0.0, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 1.1428571428571428, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.7142857142857142, 0.7142857142857143, 1.1428571428571428, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855 ], "type_event": [ 10, 8, 16, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 12, 10, 7, 17, 10, 10, 10, 16, 16, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 8, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 15, 16, 16 ], "type_text": [ "Books", "Toys and Games", "Kindle Store", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Grocery and Gourmet Food", "Cell Phones and Accessories", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Clothing Shoes and Jewelry", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently throughout the timeline, particularly in the earlier weeks. The \"Kindle Store\" category also appears frequently, especially in the later weeks, indicating a shift towards digital content. Other categories, such as \"Toys and Games\" and \"Clothing Shoes and Jewelry,\" are reviewed less frequently and are clustered in specific periods, primarily at the beginning and towards the end of the timeline. Overall, the reviews exhibit a strong initial concentration on books, with a gradual introduction and increase in reviews for the Kindle Store as time progresses." }, { "dim_process": 18, "seq_idx": 747, "seq_len": 42, "time_since_start": [ 0.0, 0.42857142857142855, 2.857142857142857, 2.857142857142857, 3.857142857142857, 7.428571428571429, 7.428571428571429, 7.571428571428571, 7.571428571428571, 7.571428571428571, 9.142857142857142, 9.571428571428571, 9.857142857142858, 9.857142857142858, 10.571428571428571, 10.571428571428571, 11.285714285714286, 11.571428571428571, 12.428571428571429, 12.857142857142858, 14.571428571428571, 14.571428571428571, 14.571428571428571, 14.714285714285714, 14.714285714285714, 15.857142857142858, 15.857142857142858, 16.142857142857142, 17.0, 17.0, 17.0, 17.428571428571427, 17.428571428571427, 17.714285714285715, 17.714285714285715, 18.428571428571427, 18.571428571428573, 19.0, 19.0, 19.857142857142858, 21.714285714285715, 24.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 2.4285714285714284, 0.0, 1.0, 3.5714285714285716, 0.0, 0.14285714285714285, 0.0, 0.0, 1.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.0, 0.7142857142857143, 0.0, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 1.7142857142857142, 0.0, 0.0, 0.14285714285714285, 0.0, 1.1428571428571428, 0.0, 0.2857142857142857, 0.8571428571428571, 0.0, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.0, 0.8571428571428571, 1.8571428571428572, 2.2857142857142856 ], "type_event": [ 1, 10, 10, 7, 11, 10, 3, 10, 9, 17, 10, 2, 16, 10, 7, 9, 16, 12, 10, 11, 16, 15, 10, 10, 3, 16, 10, 10, 11, 8, 3, 16, 10, 16, 4, 2, 1, 3, 10, 15, 16, 11 ], "type_text": [ "Tools and Home Improvement", "Books", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Arts Crafts and Sewing", "Books", "Office Products", "Cell Phones and Accessories", "Books", "Pet Supplies", "Kindle Store", "Books", "Grocery and Gourmet Food", "Office Products", "Kindle Store", "Sports and Outdoors", "Books", "Home and Kitchen", "Kindle Store", "Clothing Shoes and Jewelry", "Books", "Books", "Arts Crafts and Sewing", "Kindle Store", "Books", "Books", "Home and Kitchen", "Toys and Games", "Arts Crafts and Sewing", "Kindle Store", "Books", "Kindle Store", "Electronics", "Pet Supplies", "Tools and Home Improvement", "Arts Crafts and Sewing", "Books", "Clothing Shoes and Jewelry", "Kindle Store", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a review in the Tools and Home Improvement category, followed by a focus on Books within the first few weeks. As time progresses, there is a notable clustering of reviews in the Books category, particularly around the 7 to 10-week mark, alongside a mix of other categories such as Grocery and Gourmet Food and Office Products. The reviews continue to show a strong presence of Books, along with a consistent appearance of Kindle Store reviews, particularly in the later weeks. The sequence also indicates a recurring interest in Home and Kitchen, Arts Crafts and Sewing, and Clothing Shoes and Jewelry, with these categories appearing multiple times throughout the timeline." }, { "dim_process": 18, "seq_idx": 748, "seq_len": 61, "time_since_start": [ 0.0, 0.7142857142857143, 1.1428571428571428, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.571428571428571, 4.714285714285714, 5.0, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.571428571428571, 7.0, 7.142857142857143, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.571428571428571, 8.714285714285714, 9.0, 9.142857142857142, 9.571428571428571, 9.714285714285714, 10.0, 10.285714285714286, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 12.571428571428571, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.0, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.0, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.0, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.428571428571427, 20.714285714285715, 21.571428571428573, 23.571428571428573, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.42857142857142855, 2.4285714285714284, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 3.2857142857142856, 0.8571428571428571, 2.0, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable concentration of reviews occurring within the first 17 weeks. The reviews are primarily clustered in the initial weeks, with a gradual decline in frequency as time progresses. A single review for the \"Kindle Store\" category appears at week 13, but the predominant trend remains the sustained submission of book reviews throughout the timeline, with sporadic intervals of longer gaps between reviews in the latter weeks. Overall, the pattern indicates a high initial engagement with the \"Books\" category that tapers off over time." }, { "dim_process": 18, "seq_idx": 749, "seq_len": 44, "time_since_start": [ 0.0, 2.0, 2.142857142857143, 2.7142857142857144, 2.857142857142857, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.428571428571429, 4.571428571428571, 5.285714285714286, 8.0, 10.142857142857142, 10.571428571428571, 10.571428571428571, 11.285714285714286, 11.571428571428571, 11.714285714285714, 12.285714285714286, 12.428571428571429, 13.142857142857142, 13.714285714285714, 13.857142857142858, 14.285714285714286, 14.428571428571429, 14.714285714285714, 15.0, 15.142857142857142, 15.571428571428571, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.285714285714285, 16.428571428571427, 17.285714285714285, 17.714285714285715, 18.0, 18.142857142857142, 21.285714285714285, 21.857142857142858, 22.285714285714285, 24.571428571428573, 24.857142857142858 ], "time_since_last_event": [ 0.0, 2.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 2.7142857142857144, 2.142857142857143, 0.42857142857142855, 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 3.142857142857143, 0.5714285714285714, 0.42857142857142855, 2.2857142857142856, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 0, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the first few weeks. As time progresses, reviews for the \"Kindle Store\" start to appear intermittently, particularly around the 3.5-week mark and again in later weeks. The frequency of \"Books\" reviews remains high throughout the sequence, with clusters of reviews occurring consistently every few weeks. The \"Other\" category is briefly represented at week 5, but the majority of reviews continue to center on \"Books,\" with \"Kindle Store\" reviews becoming more prominent in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 750, "seq_len": 43, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.5714285714285716, 5.142857142857143, 5.571428571428571, 5.714285714285714, 6.714285714285714, 8.0, 8.857142857142858, 10.714285714285714, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.285714285714286, 12.857142857142858, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.428571428571429, 15.857142857142858, 15.857142857142858, 16.0, 16.285714285714285, 16.571428571428573, 16.714285714285715, 17.0, 17.285714285714285, 17.714285714285715, 18.571428571428573, 20.571428571428573, 22.142857142857142, 22.714285714285715, 23.285714285714285, 24.285714285714285, 25.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 1.5714285714285714, 0.42857142857142855, 0.14285714285714285, 1.0, 1.2857142857142858, 0.8571428571428571, 1.8571428571428572, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.4285714285714286, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 2.0, 1.5714285714285714, 0.5714285714285714, 0.5714285714285714, 1.0, 0.7142857142857143 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which is consistently reviewed throughout the timeline, particularly in the early weeks. The \"Kindle Store\" category appears less frequently, with reviews clustered at specific intervals, notably around the 0.71, 11.57, 18.57, and 25.0 week marks. The reviews for \"Books\" are concentrated in the initial weeks, with a noticeable decline in frequency as time progresses, while the \"Kindle Store\" reviews tend to occur after several weeks of consistent \"Books\" reviews. Overall, the pattern indicates a strong initial engagement with books, followed by intermittent reviews of the Kindle Store." }, { "dim_process": 18, "seq_idx": 751, "seq_len": 53, "time_since_start": [ 0.0, 1.1428571428571428, 1.4285714285714286, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 4.285714285714286, 4.857142857142857, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.142857142857142, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.0, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.428571428571429, 11.857142857142858, 12.0, 12.0, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.0, 13.142857142857142, 13.857142857142858, 14.428571428571429, 14.857142857142858, 15.571428571428571, 16.142857142857142, 16.428571428571427, 16.857142857142858, 17.142857142857142, 17.857142857142858, 18.428571428571427, 19.0, 21.0, 22.0, 22.428571428571427, 25.428571428571427 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 2.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 2.0, 1.0, 0.42857142857142855, 3.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable cluster of reviews occurring within the first 12 weeks. After this initial period, there is a brief introduction of reviews in the \"Kindle Store\" category at the 12-week mark, but the majority of reviews continue to be for \"Books.\" The review activity remains steady over time, with some gaps between reviews, particularly after the 22-week mark, before a final review in the \"Books\" category at week 25. Overall, the trend indicates a sustained interest in books throughout the sequence, with minimal diversification into other categories." }, { "dim_process": 18, "seq_idx": 752, "seq_len": 62, "time_since_start": [ 0.0, 0.0, 0.7142857142857143, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.7142857142857144, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.428571428571429, 7.142857142857143, 7.571428571428571, 7.857142857142857, 8.0, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.0, 10.571428571428571, 10.714285714285714, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.714285714285714, 13.428571428571429, 13.428571428571429, 13.571428571428571, 13.571428571428571, 13.714285714285714, 14.0, 14.285714285714286, 15.0, 16.0, 16.142857142857142, 16.857142857142858, 17.428571428571427, 17.857142857142858, 18.285714285714285, 18.428571428571427, 18.571428571428573, 22.285714285714285, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.0, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 3.7142857142857144, 1.0 ], "type_event": [ 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 16, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 16, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a pattern where reviews for the \"Books\" category are submitted more frequently than those for the \"Kindle Store.\" Initially, both categories receive reviews, but \"Books\" dominate the early weeks. Over time, while \"Books\" continue to be reviewed consistently, there are clusters of \"Kindle Store\" reviews appearing at various intervals, particularly around the 3-week and 6-week marks. The frequency of reviews for both categories remains relatively high throughout the sequence, with a notable increase in \"Books\" reviews in the later weeks, particularly around the 13-week to 18-week range." }, { "dim_process": 18, "seq_idx": 753, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 7.428571428571429, 7.428571428571429 ], "time_since_last_event": [ 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0 ], "type_event": [ 6, 5, 6, 1, 3, 15, 11, 5, 11, 12, 13, 5, 4, 1, 5, 13, 2, 12, 0, 1, 4, 15, 13, 0, 12, 9, 1, 7, 17, 6, 5, 4, 3, 8, 9, 8, 6, 13, 5, 17, 8, 5 ], "type_text": [ "Industrial and Scientific", "Automotive", "Industrial and Scientific", "Tools and Home Improvement", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Home and Kitchen", "Automotive", "Home and Kitchen", "Sports and Outdoors", "Patio Lawn and Garden", "Automotive", "Electronics", "Tools and Home Improvement", "Automotive", "Patio Lawn and Garden", "Pet Supplies", "Sports and Outdoors", "Other", "Tools and Home Improvement", "Electronics", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Other", "Sports and Outdoors", "Office Products", "Tools and Home Improvement", "Grocery and Gourmet Food", "Cell Phones and Accessories", "Industrial and Scientific", "Automotive", "Electronics", "Arts Crafts and Sewing", "Toys and Games", "Office Products", "Toys and Games", "Industrial and Scientific", "Patio Lawn and Garden", "Automotive", "Cell Phones and Accessories", "Toys and Games", "Automotive" ], "description": "The sequence of product reviews begins with two categories submitted simultaneously at the start, followed by a cluster of reviews across various categories occurring around the third week. A significant number of reviews are submitted during the fourth week, indicating a peak in activity with a diverse range of categories represented. The pattern shows that automotive reviews are consistently submitted throughout the timeline, while toys and games reviews appear later in the sequence, particularly around the seventh week. Overall, the events are concentrated in the early to mid-period, with a noticeable increase in review submissions around the fourth week." }, { "dim_process": 18, "seq_idx": 754, "seq_len": 148, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 1.0, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.8571428571428572, 1.8571428571428572, 2.0, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.4285714285714284, 3.4285714285714284, 4.0, 4.0, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.428571428571429, 7.0, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.428571428571429, 7.428571428571429, 7.571428571428571, 7.571428571428571, 7.857142857142857, 7.857142857142857, 7.857142857142857, 8.0, 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15.857142857142858, 16.0, 16.142857142857142, 16.142857142857142, 16.285714285714285, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.0, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.142857142857142, 18.142857142857142, 18.285714285714285, 18.285714285714285, 18.428571428571427, 18.857142857142858, 19.0, 19.428571428571427, 19.428571428571427, 19.571428571428573, 20.0, 20.142857142857142, 20.285714285714285, 20.857142857142858, 21.0, 21.285714285714285, 21.428571428571427, 22.0, 22.428571428571427, 22.857142857142858, 23.0, 23.142857142857142, 23.142857142857142, 24.142857142857142, 24.428571428571427, 24.857142857142858, 25.142857142857142, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 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0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 1.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285 ], "type_event": [ 14, 14, 16, 10, 14, 10, 10, 10, 14, 14, 10, 14, 10, 14, 10, 14, 10, 14, 14, 10, 14, 10, 14, 10, 14, 14, 14, 10, 10, 14, 10, 14, 10, 10, 16, 10, 10, 14, 10, 14, 14, 10, 16, 10, 14, 14, 10, 10, 14, 10, 10, 14, 10, 14, 10, 14, 14, 14, 10, 14, 10, 1, 14, 14, 0, 14, 10, 14, 10, 14, 10, 10, 16, 14, 14, 14, 10, 14, 10, 10, 14, 10, 14, 10, 14, 10, 16, 10, 10, 7, 14, 10, 10, 10, 16, 10, 14, 10, 0, 10, 14, 10, 0, 4, 10, 10, 10, 14, 10, 14, 10, 10, 10, 14, 10, 10, 14, 10, 10, 10, 16, 10, 11, 14, 10, 10, 10, 14, 10, 10, 14, 14, 14, 14, 14, 10, 16, 14, 10, 14, 16, 14, 10, 10, 10, 16, 16, 16 ], "type_text": [ "Movies and TV", "Movies and TV", "Kindle Store", "Books", "Movies and TV", "Books", "Books", "Books", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Books", "Kindle Store", "Books", "Books", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Books", "Kindle Store", "Books", "Movies and TV", "Movies and TV", "Books", "Books", "Movies and TV", "Books", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Books", "Tools and Home Improvement", "Movies and TV", "Movies and TV", "Other", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Books", "Kindle Store", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Books", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Kindle Store", "Books", "Books", "Grocery and Gourmet Food", "Movies and TV", "Books", "Books", "Books", "Kindle Store", "Books", "Movies and TV", "Books", "Other", "Books", "Movies and TV", "Books", "Other", "Electronics", "Books", "Books", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Kindle Store", "Books", "Home and Kitchen", "Movies and TV", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Kindle Store", "Movies and TV", "Books", "Movies and TV", "Kindle Store", "Movies and TV", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Movies and TV\" category in the initial weeks, followed closely by reviews in the \"Books\" category. As time progresses, there is a noticeable clustering of reviews in both categories, with \"Movies and TV\" consistently appearing alongside \"Books\" throughout the timeline. The \"Kindle Store\" category starts to appear around the 0.43-week mark and continues to see intermittent reviews, particularly in later weeks. Other categories such as \"Tools and Home Improvement,\" \"Grocery and Gourmet Food,\" \"Home and Kitchen,\" and \"Electronics\" are introduced sporadically, but the primary trend remains the frequent overlap between \"Movies and TV\" and \"Books\" reviews, particularly in the earlier to mid-sequence." }, { "dim_process": 18, "seq_idx": 755, "seq_len": 64, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.5714285714285716, 4.0, 4.714285714285714, 4.857142857142857, 4.857142857142857, 5.714285714285714, 6.142857142857143, 6.857142857142857, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.0, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.285714285714286, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.571428571428571, 12.142857142857142, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.571428571428571, 13.857142857142858, 14.571428571428571, 14.857142857142858, 15.0, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.571428571428573, 18.571428571428573, 18.857142857142858, 19.0, 19.285714285714285, 19.857142857142858, 20.571428571428573, 20.714285714285715, 21.428571428571427, 21.714285714285715, 22.571428571428573, 23.428571428571427, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.0, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews for books, which dominate the timeline and occur consistently throughout the entire period. There is a notable cluster of book reviews in the early weeks, with a gradual increase in frequency over time. Reviews for the Kindle Store appear infrequently, specifically at around the 4.86-week mark and again at 19.29 weeks, indicating they are outliers in an otherwise book-centric review pattern. Overall, the trend shows a sustained engagement with books, with no significant gaps in review activity." }, { "dim_process": 18, "seq_idx": 756, "seq_len": 45, "time_since_start": [ 0.0, 0.5714285714285714, 1.8571428571428572, 1.8571428571428572, 2.857142857142857, 4.857142857142857, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.142857142857143, 8.0, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.714285714285714, 10.0, 10.285714285714286, 11.142857142857142, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.285714285714286, 13.714285714285714, 14.0, 14.142857142857142, 14.714285714285714, 15.285714285714286, 15.571428571428571, 16.142857142857142, 16.857142857142858, 17.0, 17.285714285714285, 17.571428571428573, 18.0, 18.714285714285715, 19.428571428571427, 20.714285714285715, 21.571428571428573, 21.714285714285715, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 1.2857142857142858, 0.0, 1.0, 2.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 1.2857142857142858, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted over a continuous period, particularly concentrated in the early weeks. The first review of a different category, \"Clothing Shoes and Jewelry,\" occurs shortly after the initial reviews but is quickly followed by a return to reviewing books. The \"Kindle Store\" category appears later in the sequence, suggesting a gradual expansion of review interests, but the reviews remain heavily weighted towards books throughout the timeline. Overall, the trend indicates a strong and sustained engagement with books, with minimal diversification into other categories at specific intervals." }, { "dim_process": 18, "seq_idx": 757, "seq_len": 50, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 2.0, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.428571428571429, 7.428571428571429, 7.428571428571429, 7.428571428571429, 7.428571428571429, 11.714285714285714, 12.0, 12.0, 13.857142857142858, 13.857142857142858, 13.857142857142858, 13.857142857142858, 13.857142857142858, 16.857142857142858, 16.857142857142858, 16.857142857142858, 16.857142857142858, 16.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 2.857142857142857, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 4.285714285714286, 0.2857142857142857, 0.0, 1.8571428571428572, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 15, 11, 4, 10, 1, 13, 13, 10, 13, 0, 4, 6, 10, 13, 10, 12, 5, 11, 12, 13, 1, 12, 0, 5, 12, 1, 6, 5, 13, 1, 2, 5, 12, 5, 11, 3, 12, 9, 12, 5, 5, 12, 10, 2, 1, 3, 11, 2, 5, 12 ], "type_text": [ "Clothing Shoes and Jewelry", "Home and Kitchen", "Electronics", "Books", "Tools and Home Improvement", "Patio Lawn and Garden", "Patio Lawn and Garden", "Books", "Patio Lawn and Garden", "Other", "Electronics", "Industrial and Scientific", "Books", "Patio Lawn and Garden", "Books", "Sports and Outdoors", "Automotive", "Home and Kitchen", "Sports and Outdoors", "Patio Lawn and Garden", "Tools and Home Improvement", "Sports and Outdoors", "Other", "Automotive", "Sports and Outdoors", "Tools and Home Improvement", "Industrial and Scientific", "Automotive", "Patio Lawn and Garden", "Tools and Home Improvement", "Pet Supplies", "Automotive", "Sports and Outdoors", "Automotive", "Home and Kitchen", "Arts Crafts and Sewing", "Sports and Outdoors", "Office Products", "Sports and Outdoors", "Automotive", "Automotive", "Sports and Outdoors", "Books", "Pet Supplies", "Tools and Home Improvement", "Arts Crafts and Sewing", "Home and Kitchen", "Pet Supplies", "Automotive", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with a cluster of reviews across various categories, including Clothing, Home, Electronics, and Books, all submitted within the first week. As time progresses, reviews for Patio Lawn and Garden and Books appear frequently, particularly around the 0.14 to 1.14-week mark. The reviews for Sports and Outdoors, Automotive, and Tools and Home Improvement begin to increase in frequency after the second week, with notable clusters occurring around the 5.57 and 13.86-week marks. Towards the later weeks, there is a consistent presence of reviews in categories such as Automotive, Sports and Outdoors, and Home and Kitchen, indicating a sustained interest in these areas." }, { "dim_process": 18, "seq_idx": 758, "seq_len": 52, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.0, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.857142857142857, 7.285714285714286, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.428571428571429, 10.142857142857142, 10.428571428571429, 10.571428571428571, 11.142857142857142, 11.714285714285714, 12.571428571428571, 12.714285714285714, 13.714285714285714, 14.0, 15.714285714285714, 15.857142857142858, 16.428571428571427, 16.571428571428573, 17.142857142857142, 17.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 1.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 1.0, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with nearly all reviews submitted falling under this category for the first 17 weeks. The reviews for \"Books\" are densely clustered, particularly in the early weeks, with only a few instances of reviews for the \"Kindle Store\" occurring later in the timeline. The first reviews for the \"Kindle Store\" appear after several weeks of exclusively reviewing \"Books,\" indicating a shift in focus that occurs primarily after the initial period. Overall, the trend demonstrates a strong preference for reviewing books, with a gradual introduction of Kindle Store reviews as time progresses." }, { "dim_process": 18, "seq_idx": 759, "seq_len": 64, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.0, 1.1428571428571428, 1.5714285714285714, 1.8571428571428572, 2.5714285714285716, 3.0, 3.0, 4.142857142857143, 4.142857142857143, 4.285714285714286, 5.0, 5.142857142857143, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.571428571428571, 7.857142857142857, 7.857142857142857, 8.142857142857142, 8.285714285714286, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.857142857142858, 10.857142857142858, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.571428571428571, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.857142857142858, 16.857142857142858, 16.857142857142858, 17.285714285714285, 17.714285714285715, 17.857142857142858, 18.0, 18.714285714285715, 19.714285714285715, 20.0, 21.285714285714285, 21.428571428571427, 21.714285714285715, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.0, 1.1428571428571428, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.0, 0.0, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 2.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 16, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, with numerous reviews submitted consistently over time, particularly in the early weeks. The \"Kindle Store\" reviews appear less frequently and tend to cluster around specific points, particularly after several \"Books\" reviews. As time progresses, there is a noticeable pattern of alternating between \"Books\" and \"Kindle Store\" reviews, with \"Books\" remaining the dominant category throughout the sequence. Overall, the reviews are predominantly focused on \"Books,\" with \"Kindle Store\" reviews interspersed at various intervals." }, { "dim_process": 18, "seq_idx": 760, "seq_len": 48, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.0, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.0, 5.571428571428571, 5.857142857142857, 6.0, 6.428571428571429, 7.428571428571429, 8.0, 8.142857142857142, 8.428571428571429, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.714285714285714, 12.857142857142858, 13.857142857142858, 14.285714285714286, 14.428571428571429, 14.571428571428571, 15.428571428571429, 15.857142857142858, 16.142857142857142, 16.285714285714285, 17.142857142857142, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.714285714285715, 20.0, 20.142857142857142, 20.285714285714285, 21.0, 23.285714285714285, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 2.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 2.142857142857143, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 2.2857142857142856, 1.0 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 16, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 7, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Grocery and Gourmet Food", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, especially in the initial weeks, with a notable cluster of reviews occurring within the first 18 weeks. Reviews for the \"Kindle Store\" category begin to appear after the first week and increase in frequency, particularly between the 4th and 21st weeks. There is a brief introduction of a review in the \"Grocery and Gourmet Food\" category at week 20, but the pattern primarily consists of reviews for \"Books\" and \"Kindle Store,\" with the latter becoming more frequent as time progresses. Overall, the timeline indicates a gradual shift from predominantly \"Books\" reviews to a more balanced presence of \"Kindle Store\" reviews in the later weeks." }, { "dim_process": 18, "seq_idx": 761, "seq_len": 69, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.0, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.0, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.0, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.714285714285714, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.571428571428571, 12.0, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.285714285714286, 15.857142857142858, 16.0, 16.285714285714285, 16.428571428571427, 17.0, 17.428571428571427, 18.571428571428573, 18.714285714285715, 19.0, 20.857142857142858, 21.285714285714285, 24.428571428571427, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 1.8571428571428572, 0.42857142857142855, 3.142857142857143, 0.8571428571428571 ], "type_event": [ 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a mix of reviews for the Kindle Store and Books, with a notable emphasis on Books in the early stages. As time progresses, the frequency of Book reviews increases, particularly between the second and fourth weeks, where they dominate the sequence. Kindle Store reviews appear intermittently, often following clusters of Book reviews, with several occurring after longer stretches of Book reviews. The trend shows a consistent focus on Books throughout the sequence, with Kindle Store reviews appearing less frequently and often serving as brief interludes amidst the predominant Book reviews." }, { "dim_process": 18, "seq_idx": 762, "seq_len": 63, "time_since_start": [ 0.0, 1.0, 1.7142857142857142, 2.142857142857143, 2.5714285714285716, 2.857142857142857, 3.4285714285714284, 3.5714285714285716, 4.142857142857143, 4.714285714285714, 5.428571428571429, 6.285714285714286, 6.428571428571429, 6.571428571428571, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 13.285714285714286, 13.714285714285714, 14.142857142857142, 14.428571428571429, 14.714285714285714, 15.285714285714286, 16.285714285714285, 16.428571428571427, 17.285714285714285, 17.285714285714285, 18.285714285714285, 18.428571428571427, 23.0 ], "time_since_last_event": [ 0.0, 1.0, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.0, 0.14285714285714285, 0.8571428571428571, 0.0, 1.0, 0.14285714285714285, 4.571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted at regular intervals over an extended period. The reviews primarily cluster in the early weeks, with a notable concentration of submissions occurring between weeks 0 and 14. The first instance of a review in the \"Kindle Store\" category appears around week 9, with additional entries in this category occurring later, specifically around weeks 17 and 18. Overall, the trend indicates a sustained engagement with books, with only a few reviews of Kindle Store products interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 763, "seq_len": 65, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 2.0, 2.2857142857142856, 2.4285714285714284, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 4.571428571428571, 5.0, 5.428571428571429, 5.571428571428571, 6.285714285714286, 6.428571428571429, 7.0, 7.142857142857143, 7.285714285714286, 8.142857142857142, 8.285714285714286, 9.0, 9.142857142857142, 9.571428571428571, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.142857142857142, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.142857142857142, 13.428571428571429, 13.714285714285714, 14.0, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.0, 17.285714285714285, 17.571428571428573, 17.857142857142858, 18.0, 18.428571428571427, 19.142857142857142, 21.142857142857142, 21.285714285714285, 22.285714285714285, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 2.0, 0.14285714285714285, 1.0, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews in the \"Books\" category, with a consistent pattern of submissions occurring at relatively regular intervals over time. The reviews begin at week zero and continue to be submitted steadily, with no significant gaps in the early weeks. As time progresses, the frequency of reviews remains high, with clusters of submissions evident throughout the timeline, particularly in the earlier weeks. The trend shows that the user maintains a sustained engagement with the \"Books\" category, with reviews continuing to be submitted even in later weeks." }, { "dim_process": 18, "seq_idx": 764, "seq_len": 40, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 2.0, 2.857142857142857, 3.4285714285714284, 3.7142857142857144, 4.0, 4.285714285714286, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 6.0, 6.142857142857143, 6.571428571428571, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.285714285714286, 9.428571428571429, 10.0, 10.857142857142858, 12.142857142857142, 13.0, 14.285714285714286, 14.571428571428571, 15.0, 16.142857142857142, 16.428571428571427, 17.0, 17.428571428571427, 18.0, 18.142857142857142, 18.571428571428573, 23.142857142857142, 23.857142857142858, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 0.5714285714285714, 0.8571428571428571, 1.2857142857142858, 0.8571428571428571, 1.2857142857142858, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 4.571428571428571, 0.7142857142857143, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently over time, particularly in the initial weeks. There is a notable clustering of book reviews in the first 18 weeks, with several reviews submitted in quick succession. The only deviation from this pattern occurs with two reviews for the Kindle Store, which are submitted later in the timeline, specifically around weeks 7 and 25. Overall, the trend shows a strong focus on book reviews, with a significant concentration in the earlier part of the timeline." }, { "dim_process": 18, "seq_idx": 765, "seq_len": 45, "time_since_start": [ 0.0, 1.5714285714285714, 1.8571428571428572, 2.0, 2.4285714285714284, 2.7142857142857144, 3.142857142857143, 3.857142857142857, 4.714285714285714, 4.857142857142857, 5.0, 5.285714285714286, 6.0, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.0, 7.285714285714286, 7.714285714285714, 8.0, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.285714285714286, 10.428571428571429, 11.0, 11.285714285714286, 11.571428571428571, 13.0, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.428571428571429, 15.428571428571429, 16.0, 17.285714285714285, 17.428571428571427, 21.142857142857142, 21.428571428571427, 22.285714285714285, 22.428571428571427, 23.571428571428573, 24.285714285714285 ], "time_since_last_event": [ 0.0, 1.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285, 3.7142857142857144, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143 ], "type_event": [ 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 16, 10, 10, 16, 10, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of book reviews, which are submitted consistently over time, particularly in the early weeks. Reviews for the Kindle Store appear less frequently but tend to cluster at specific intervals, often following periods of multiple book reviews. As time progresses, there is a noticeable increase in the frequency of Kindle Store reviews, especially in the later weeks, suggesting a shift in focus. Overall, the pattern indicates that book reviews dominate the initial stages, while Kindle Store reviews become more prominent as the sequence unfolds." }, { "dim_process": 18, "seq_idx": 766, "seq_len": 44, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.0, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 3.0, 5.285714285714286, 6.0, 6.428571428571429, 6.571428571428571, 7.0, 7.714285714285714, 8.142857142857142, 8.428571428571429, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.0, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.142857142857142, 13.428571428571429, 13.714285714285714, 14.142857142857142, 14.285714285714286, 14.714285714285714, 15.285714285714286, 15.571428571428571, 16.571428571428573, 16.857142857142858, 17.285714285714285, 17.571428571428573, 17.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 2.2857142857142856, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 1.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted in this category throughout the timeline. The reviews begin within the first week and continue to be submitted frequently over the following weeks, with a noticeable clustering of reviews occurring in the early stages of the timeline. The only instances of reviews in the \"Kindle Store\" category appear later in the sequence, specifically after a sustained period of reviewing books, indicating a shift in focus at that point. Overall, the trend demonstrates a strong and sustained engagement with books before a brief exploration of the Kindle Store." }, { "dim_process": 18, "seq_idx": 767, "seq_len": 44, "time_since_start": [ 0.0, 3.142857142857143, 4.0, 5.714285714285714, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 7.285714285714286, 7.714285714285714, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.571428571428571, 9.714285714285714, 10.142857142857142, 10.142857142857142, 10.285714285714286, 12.428571428571429, 12.714285714285714, 14.428571428571429, 15.0, 15.428571428571429, 16.0, 16.285714285714285, 17.142857142857142, 17.428571428571427, 18.0, 18.571428571428573, 19.142857142857142, 19.571428571428573, 19.714285714285715, 20.428571428571427, 21.571428571428573, 22.571428571428573, 22.714285714285715, 22.857142857142858, 23.0 ], "time_since_last_event": [ 0.0, 3.142857142857143, 0.8571428571428571, 1.7142857142857142, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 2.142857142857143, 0.2857142857142857, 1.7142857142857142, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 10, 16, 10, 10, 10, 16, 16, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16, 10, 16, 16, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on books, with several reviews clustered in the early weeks. As time progresses, there is a noticeable shift towards more reviews in the Kindle Store, particularly from the 7th week onward, where Kindle reviews begin to dominate the sequence. The pattern shows a mix of both categories, with books being reviewed intermittently throughout, especially in the later weeks. Overall, the trend indicates an initial emphasis on books that transitions to a predominance of Kindle Store reviews as time advances." }, { "dim_process": 18, "seq_idx": 768, "seq_len": 47, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 2.142857142857143, 3.142857142857143, 3.2857142857142856, 4.142857142857143, 5.0, 5.428571428571429, 5.714285714285714, 6.0, 6.142857142857143, 7.571428571428571, 7.571428571428571, 7.857142857142857, 8.428571428571429, 8.571428571428571, 8.714285714285714, 10.0, 10.285714285714286, 10.285714285714286, 10.428571428571429, 11.142857142857142, 11.428571428571429, 12.0, 12.142857142857142, 12.142857142857142, 12.714285714285714, 12.714285714285714, 13.571428571428571, 13.714285714285714, 14.0, 14.142857142857142, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.0, 15.0, 15.142857142857142, 16.142857142857142, 16.571428571428573, 16.571428571428573, 16.857142857142858, 18.0, 18.142857142857142, 20.857142857142858, 21.285714285714285 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 1.1428571428571428, 1.0, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 1.0, 0.42857142857142855, 0.0, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 2.7142857142857144, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews in the \"Books\" category, particularly in the initial weeks, with a gradual introduction of \"Kindle Store\" reviews starting around the third week. Reviews for \"Books\" continue to dominate throughout the timeline, with several clusters appearing around the 5 to 15-week mark. The \"Kindle Store\" reviews tend to appear less frequently and are interspersed among the \"Books\" reviews, with a noticeable increase in their frequency towards the later weeks, particularly after the 20-week mark. Overall, the trend indicates a consistent focus on \"Books\" with periodic engagement with the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 769, "seq_len": 110, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 1.0, 1.1428571428571428, 2.0, 2.0, 3.0, 3.2857142857142856, 3.857142857142857, 4.0, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.0, 5.0, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.142857142857143, 7.857142857142857, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.142857142857142, 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21.428571428571427, 21.857142857142858, 22.0, 23.0, 24.428571428571427, 25.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 1.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 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0.42857142857142855, 0.14285714285714285, 1.0, 1.4285714285714286, 0.5714285714285714, 0.14285714285714285 ], "type_event": [ 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing \"Books\" with occasional reviews for the \"Kindle Store.\" The reviews for \"Books\" dominate the early weeks and continue to be frequent throughout the entire timeline, indicating a strong preference for this category. Reviews for the \"Kindle Store\" appear sporadically, often clustered around specific weeks but never exceeding the frequency of \"Books\" reviews. Over time, the user maintains a steady rhythm of reviewing, with both categories appearing regularly but with \"Books\" consistently being the focus." }, { "dim_process": 18, "seq_idx": 770, "seq_len": 59, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 2.4285714285714284, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 4.0, 4.857142857142857, 5.428571428571429, 6.0, 6.857142857142857, 7.0, 7.714285714285714, 8.714285714285714, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 11.714285714285714, 12.142857142857142, 12.428571428571429, 12.714285714285714, 13.142857142857142, 13.571428571428571, 13.714285714285714, 14.0, 14.428571428571429, 14.714285714285714, 15.0, 15.142857142857142, 15.285714285714286, 15.571428571428571, 16.142857142857142, 16.285714285714285, 16.571428571428573, 18.142857142857142, 18.714285714285715, 19.0, 19.142857142857142, 19.428571428571427, 19.571428571428573, 19.714285714285715, 20.0, 22.0, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 2.0, 3.2857142857142856 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews submitted at regular intervals over a period of time. The reviews cluster primarily within the first 20 weeks, with a notable concentration in the earlier weeks, gradually tapering off as time progresses. After reaching a peak around the 19-week mark, there are fewer reviews submitted in the subsequent weeks, indicating a decline in activity. The final review occurs at 25.29 weeks, suggesting that while the user remains engaged with the category, the frequency of submissions decreases significantly over time." }, { "dim_process": 18, "seq_idx": 771, "seq_len": 52, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 1.7142857142857142, 2.0, 4.142857142857143, 4.571428571428571, 5.714285714285714, 6.0, 6.142857142857143, 7.571428571428571, 7.714285714285714, 8.285714285714286, 10.571428571428571, 10.571428571428571, 11.857142857142858, 11.857142857142858, 12.0, 12.142857142857142, 12.142857142857142, 12.428571428571429, 12.571428571428571, 13.142857142857142, 13.142857142857142, 13.714285714285714, 13.714285714285714, 15.714285714285714, 15.714285714285714, 16.0, 16.142857142857142, 16.428571428571427, 16.714285714285715, 16.857142857142858, 16.857142857142858, 17.0, 17.571428571428573, 17.714285714285715, 18.0, 18.285714285714285, 18.428571428571427, 19.285714285714285, 19.285714285714285, 19.714285714285715, 20.0, 20.571428571428573, 21.0, 21.857142857142858, 22.428571428571427, 22.714285714285715, 23.428571428571427, 23.857142857142858, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 2.142857142857143, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.5714285714285714, 2.2857142857142856, 0.0, 1.2857142857142858, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.5714285714285714, 0.0, 2.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.0, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 3, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 16, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 16, 16, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, there is a gradual introduction of reviews for the \"Kindle Store,\" which starts appearing more frequently after the fourth week. The reviews for \"Books\" continue to be submitted consistently, but there is a noticeable shift towards a higher frequency of \"Kindle Store\" reviews in the later weeks, particularly after the 18th week, indicating a clustering of reviews in that category. Overall, the trend shows an initial emphasis on \"Books,\" followed by an increasing engagement with the \"Kindle Store\" as time progresses." }, { "dim_process": 18, "seq_idx": 772, "seq_len": 59, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 2.0, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.0, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.0, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.0, 9.285714285714286, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.0, 12.428571428571429, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 14.714285714285714, 15.285714285714286, 15.857142857142858, 17.142857142857142, 17.142857142857142, 18.285714285714285, 19.285714285714285, 19.571428571428573, 21.0, 23.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.5714285714285714, 0.5714285714285714, 1.2857142857142858, 0.0, 1.1428571428571428, 1.0, 0.2857142857142857, 1.4285714285714286, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted over a prolonged period. Initially, reviews are clustered closely together in the first few weeks, primarily in the \"Books\" category, with a notable introduction of \"Kindle Store\" reviews occurring later in the sequence. The frequency of reviews appears to taper off slightly after the initial surge, but \"Books\" reviews continue to be submitted regularly throughout the timeline, with intermittent reviews for the \"Kindle Store\" appearing at specific intervals. Overall, the trend indicates a strong preference for reviewing books, with the \"Kindle Store\" reviews appearing as secondary and less frequent events." }, { "dim_process": 18, "seq_idx": 773, "seq_len": 53, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 1.0, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.5714285714285716, 3.142857142857143, 3.4285714285714284, 4.142857142857143, 4.714285714285714, 4.857142857142857, 7.0, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.714285714285714, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.428571428571429, 11.0, 11.142857142857142, 11.285714285714286, 11.285714285714286, 11.714285714285714, 12.142857142857142, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.0, 14.142857142857142, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.428571428571429, 17.0, 17.571428571428573, 17.714285714285715, 18.0, 18.571428571428573, 18.714285714285715, 19.0, 19.142857142857142, 19.571428571428573, 20.714285714285715, 22.0, 23.285714285714285, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 2.142857142857143, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time, particularly in the first 24 weeks. Reviews for \"Books\" are clustered heavily in the early weeks, with a notable frequency of submissions occurring before the introduction of reviews for the \"Kindle Store.\" The \"Kindle Store\" reviews appear less frequently and are interspersed among the \"Books\" reviews, primarily emerging after the initial weeks. Overall, the trend indicates a strong preference for reviewing books, with Kindle Store reviews appearing as a secondary focus later in the timeline." }, { "dim_process": 18, "seq_idx": 774, "seq_len": 40, "time_since_start": [ 0.0, 0.7142857142857143, 1.4285714285714286, 2.0, 2.4285714285714284, 3.0, 3.2857142857142856, 4.142857142857143, 4.571428571428571, 5.0, 7.142857142857143, 7.285714285714286, 8.0, 8.285714285714286, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.571428571428571, 9.571428571428571, 9.571428571428571, 9.571428571428571, 9.571428571428571, 9.571428571428571, 9.857142857142858, 10.142857142857142, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.285714285714286, 13.0, 13.285714285714286, 13.714285714285714, 15.285714285714286, 16.285714285714285, 16.571428571428573, 17.142857142857142, 18.285714285714285, 20.857142857142858, 21.285714285714285, 24.0 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 2.142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 1.5714285714285714, 1.0, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 2.5714285714285716, 0.42857142857142855, 2.7142857142857144 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 0, 15, 3, 0, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Other", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with a consistent pattern of reviews submitted over the initial weeks. Most reviews occur within the first 18 weeks, with a notable cluster of reviews for \"Books\" in the first 13 weeks. After this period, there is a shift, as reviews for other categories, including \"Home and Kitchen,\" \"Clothing Shoes and Jewelry,\" and \"Arts Crafts and Sewing,\" emerge around the 9-week mark, although these categories appear less frequently. The sequence also includes reviews for the \"Kindle Store\" at the 20 and 24-week marks, indicating a later interest in digital formats. Overall, the trend shows a strong initial focus on books, followed by a diversification into other categories and digital products later in the timeline." }, { "dim_process": 18, "seq_idx": 775, "seq_len": 56, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 2.857142857142857, 3.4285714285714284, 3.5714285714285716, 4.142857142857143, 4.857142857142857, 5.0, 5.428571428571429, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.714285714285714, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.0, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.285714285714286, 12.571428571428571, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.0, 14.571428571428571, 15.142857142857142, 15.428571428571429, 15.714285714285714, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.714285714285715, 17.142857142857142, 17.571428571428573, 17.714285714285715, 18.0, 19.0, 20.714285714285715, 22.0, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.0, 1.7142857142857142, 1.2857142857142858, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 4, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Electronics", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of reviews primarily focused on books, with a majority of entries clustered within the first 18 weeks. After this period, there is a notable shift with a review for the Kindle Store at week 19, followed by a review for electronics at week 22. The reviews for books continue to appear intermittently after week 20, indicating that the user maintains a strong focus on books throughout the sequence, with only a few deviations towards other categories later on." }, { "dim_process": 18, "seq_idx": 776, "seq_len": 86, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.714285714285714, 4.714285714285714, 5.0, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 8.142857142857142, 8.285714285714286, 9.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 13.428571428571429, 15.0, 15.714285714285714, 16.0, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.714285714285715, 18.0, 18.142857142857142, 18.285714285714285, 18.285714285714285, 18.428571428571427, 18.571428571428573, 18.714285714285715, 18.857142857142858, 19.857142857142858, 20.428571428571427, 20.571428571428573, 20.857142857142858, 21.428571428571427, 21.571428571428573, 21.571428571428573, 22.571428571428573, 23.571428571428573, 23.857142857142858, 24.142857142857142, 24.285714285714285, 24.571428571428573, 24.714285714285715, 24.714285714285715, 25.142857142857142, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.4285714285714286, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 1.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 1.0, 1.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time, particularly in the early weeks. The first review in the \"Kindle Store\" category occurs shortly after the user begins reviewing books, suggesting a slight diversification. There are clusters of reviews primarily centered around the \"Books\" category, with the \"Kindle Store\" reviews appearing intermittently throughout the timeline. As time progresses, the frequency of reviews remains steady, with no significant gaps in the submission of book reviews, while the \"Kindle Store\" reviews are less frequent and appear clustered at specific intervals." }, { "dim_process": 18, "seq_idx": 777, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 2.0, 2.5714285714285716, 2.857142857142857, 3.4285714285714284, 3.7142857142857144, 4.0, 4.428571428571429, 5.0, 5.571428571428571, 7.857142857142857, 8.142857142857142, 9.285714285714286, 10.0, 11.285714285714286, 12.0, 12.142857142857142, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.142857142857142, 14.857142857142858, 15.142857142857142, 15.714285714285714, 16.285714285714285, 16.857142857142858, 17.285714285714285, 19.0, 24.0, 24.142857142857142, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 2.2857142857142856, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 1.2857142857142858, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 1.7142857142857142, 5.0, 0.14285714285714285, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The reviews for \"Books\" are clustered in the initial weeks, particularly in the first 17 weeks, with a few reviews for the \"Kindle Store\" appearing intermittently. The \"Kindle Store\" reviews occur primarily after the first month, with a notable concentration around weeks 4 and 24. Overall, the pattern indicates that the user primarily engages with books early on, with sporadic interest in the Kindle Store at specific intervals." }, { "dim_process": 18, "seq_idx": 778, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 3.2857142857142856, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.428571428571429, 8.714285714285714, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 11.142857142857142, 11.285714285714286, 11.571428571428571, 12.0, 12.285714285714286, 12.857142857142858, 13.0, 13.857142857142858, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 9.571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews submitted at regular intervals over a span of several weeks. The reviews begin at week zero and continue steadily, with clusters of reviews occurring primarily in the first 13 weeks. After a significant gap, a single review for the \"Kindle Store\" category is submitted at week 23. This indicates a sustained interest in books before a notable shift to a different category after a long period." }, { "dim_process": 18, "seq_idx": 779, "seq_len": 90, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.2857142857142858, 2.142857142857143, 3.857142857142857, 5.428571428571429, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.0, 7.571428571428571, 7.714285714285714, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.142857142857142, 8.428571428571429, 8.714285714285714, 9.428571428571429, 10.0, 10.142857142857142, 10.285714285714286, 10.857142857142858, 11.285714285714286, 12.0, 12.285714285714286, 12.714285714285714, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.142857142857142, 14.285714285714286, 14.285714285714286, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.0, 15.0, 15.285714285714286, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.428571428571427, 16.428571428571427, 16.714285714285715, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.285714285714285, 17.285714285714285, 17.285714285714285, 17.714285714285715, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 18.714285714285715, 18.857142857142858, 19.142857142857142, 19.571428571428573, 19.571428571428573, 19.857142857142858, 19.857142857142858, 19.857142857142858, 20.0, 20.142857142857142, 20.428571428571427, 20.714285714285715, 20.857142857142858, 21.142857142857142, 21.285714285714285, 21.714285714285715, 21.857142857142858, 22.428571428571427, 23.0, 24.142857142857142, 24.142857142857142, 24.285714285714285, 25.285714285714285, 25.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.7142857142857142, 1.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 0.0, 0.14285714285714285, 1.0, 0.0, 0.0 ], "type_event": [ 11, 11, 2, 11, 11, 7, 11, 9, 0, 11, 11, 8, 1, 13, 10, 11, 4, 13, 12, 1, 11, 11, 11, 15, 11, 11, 11, 11, 3, 13, 5, 13, 11, 0, 11, 8, 4, 15, 11, 15, 12, 1, 2, 12, 1, 6, 11, 13, 2, 1, 11, 2, 15, 13, 13, 3, 1, 2, 0, 11, 8, 2, 2, 10, 11, 2, 15, 13, 13, 15, 11, 2, 1, 8, 12, 2, 8, 15, 1, 15, 15, 13, 15, 3, 13, 15, 13, 11, 5, 13 ], "type_text": [ "Home and Kitchen", "Home and Kitchen", "Pet Supplies", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Office Products", "Other", "Home and Kitchen", "Home and Kitchen", "Toys and Games", "Tools and Home Improvement", "Patio Lawn and Garden", "Books", "Home and Kitchen", "Electronics", "Patio Lawn and Garden", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Arts Crafts and Sewing", "Patio Lawn and Garden", "Automotive", "Patio Lawn and Garden", "Home and Kitchen", "Other", "Home and Kitchen", "Toys and Games", "Electronics", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Tools and Home Improvement", "Pet Supplies", "Sports and Outdoors", "Tools and Home Improvement", "Industrial and Scientific", "Home and Kitchen", "Patio Lawn and Garden", "Pet Supplies", "Tools and Home Improvement", "Home and Kitchen", "Pet Supplies", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Patio Lawn and Garden", "Arts Crafts and Sewing", "Tools and Home Improvement", "Pet Supplies", "Other", "Home and Kitchen", "Toys and Games", "Pet Supplies", "Pet Supplies", "Books", "Home and Kitchen", "Pet Supplies", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Home and Kitchen", "Pet Supplies", "Tools and Home Improvement", "Toys and Games", "Sports and Outdoors", "Pet Supplies", "Toys and Games", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Home and Kitchen", "Automotive", "Patio Lawn and Garden" ], "description": "The sequence of product reviews begins with a focus on the Home and Kitchen category, which dominates the early weeks. As time progresses, there is a noticeable diversification into other categories, including Pet Supplies, Patio Lawn and Garden, and Clothing Shoes and Jewelry, particularly around the 14-week mark. Events tend to cluster around specific categories, such as Home and Kitchen and Patio Lawn and Garden, which see multiple reviews in close succession. Towards the latter part of the timeline, there is a significant increase in reviews related to Clothing Shoes and Jewelry, indicating a shift in focus. Overall, the sequence shows an initial concentration on Home and Kitchen, followed by a gradual expansion into various other categories over time." }, { "dim_process": 18, "seq_idx": 780, "seq_len": 50, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.7142857142857144, 2.857142857142857, 3.7142857142857144, 3.857142857142857, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.571428571428571, 6.857142857142857, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 9.142857142857142, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.714285714285714, 11.857142857142858, 12.714285714285714, 12.857142857142858, 13.571428571428571, 13.857142857142858, 14.571428571428571, 14.857142857142858, 14.857142857142858, 15.857142857142858, 16.285714285714285, 16.857142857142858, 17.0, 17.571428571428573, 19.142857142857142, 20.428571428571427, 20.857142857142858, 21.857142857142858, 22.857142857142858, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.0, 1.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 1.5714285714285714, 1.2857142857142858, 0.42857142857142855, 1.0, 1.0, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on the \"Books\" category, with a single instance of a review for the \"Kindle Store.\" The reviews are clustered closely together in the initial weeks, with a notable frequency of submissions occurring in the first 15 weeks. After this initial period, the frequency of reviews begins to decline, with longer intervals between submissions noted in the latter part of the sequence. Overall, the majority of reviews are concentrated in the early weeks, indicating a trend of high engagement that tapers off over time." }, { "dim_process": 18, "seq_idx": 781, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 2.0, 2.4285714285714284, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 5.428571428571429, 6.714285714285714, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.0, 9.285714285714286, 9.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.142857142857142, 14.857142857142858, 14.857142857142858, 16.142857142857142, 16.142857142857142, 16.142857142857142, 16.428571428571427, 17.857142857142858, 20.142857142857142, 20.571428571428573, 20.714285714285715, 21.285714285714285, 22.142857142857142, 22.428571428571427, 23.142857142857142, 23.285714285714285, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.8571428571428572, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 2.0, 1.2857142857142858, 1.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 3.7142857142857144, 0.0, 1.2857142857142858, 0.0, 0.0, 0.2857142857142857, 1.4285714285714286, 2.2857142857142856, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571 ], "type_event": [ 15, 10, 10, 10, 10, 13, 10, 10, 10, 10, 8, 10, 10, 1, 10, 10, 15, 11, 7, 10, 4, 9, 13, 10, 10, 10, 10, 10, 10, 11, 10, 10, 17, 10, 8, 15, 0, 10, 11, 8, 10, 7, 1, 11, 10, 10, 6 ], "type_text": [ "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Electronics", "Office Products", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Cell Phones and Accessories", "Books", "Toys and Games", "Clothing Shoes and Jewelry", "Other", "Books", "Home and Kitchen", "Toys and Games", "Books", "Grocery and Gourmet Food", "Tools and Home Improvement", "Home and Kitchen", "Books", "Books", "Industrial and Scientific" ], "description": "The sequence of product reviews begins with a focus on Clothing, Shoes, and Jewelry, followed by a significant cluster of reviews in the Books category within the first few weeks. After this initial period, other categories such as Patio Lawn and Garden, Toys and Games, and Home and Kitchen appear intermittently, but Books remain the dominant category throughout the sequence. Notably, there are several peaks of Books reviews, particularly around the 2 to 11-week mark, with a gradual increase in diversity of categories in the later weeks. The sequence shows a trend of clustering reviews in the Books category early on, with a more varied distribution of other categories emerging later." }, { "dim_process": 18, "seq_idx": 782, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.0, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.428571428571429, 5.857142857142857, 6.285714285714286, 6.857142857142857, 7.285714285714286, 7.857142857142857, 8.285714285714286, 8.857142857142858, 9.857142857142858, 10.142857142857142, 10.857142857142858, 11.142857142857142, 11.285714285714286, 12.0, 12.142857142857142, 12.285714285714286, 13.142857142857142, 13.857142857142858, 14.285714285714286, 15.0, 15.142857142857142, 15.285714285714286, 15.857142857142858, 16.285714285714285, 16.857142857142858, 17.0, 17.285714285714285, 18.0, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 1.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 6.285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly features reviews in the \"Books\" category, with all entries falling within a continuous time frame. The reviews begin shortly after the initial timestamp and occur frequently in the early weeks, with a noticeable concentration of activity in the first 18 weeks. There is a significant gap before the final review is submitted at week 24, indicating a lull in activity after a sustained period of regular reviews. Overall, the trend shows a high frequency of reviews clustered in the earlier weeks, tapering off towards the end of the observed period." }, { "dim_process": 18, "seq_idx": 783, "seq_len": 154, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.0, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 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"Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable clustering of reviews occurring in the earlier weeks. Reviews for the \"Kindle Store\" category appear intermittently throughout the timeline, often coinciding with the submission of \"Books\" reviews. As time progresses, the frequency of \"Books\" reviews remains high, while \"Kindle Store\" reviews appear at specific intervals, indicating a pattern where the majority of reviews are concentrated on \"Books,\" particularly in the initial weeks, with \"Kindle Store\" reviews appearing more sporadically." }, { "dim_process": 18, "seq_idx": 784, "seq_len": 86, "time_since_start": [ 0.0, 1.8571428571428572, 1.8571428571428572, 9.0, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.571428571428571, 9.571428571428571, 9.857142857142858, 9.857142857142858, 9.857142857142858, 10.0, 10.0, 13.571428571428571, 13.571428571428571, 13.571428571428571, 14.428571428571429, 14.428571428571429, 14.857142857142858, 15.571428571428571, 16.142857142857142, 16.142857142857142, 16.142857142857142, 16.857142857142858, 16.857142857142858, 17.0, 17.0, 17.142857142857142, 17.142857142857142, 17.285714285714285, 17.285714285714285, 17.571428571428573, 17.571428571428573, 17.714285714285715, 17.714285714285715, 17.857142857142858, 17.857142857142858, 18.142857142857142, 18.142857142857142, 18.285714285714285, 18.285714285714285, 18.428571428571427, 18.428571428571427, 18.571428571428573, 18.714285714285715, 18.714285714285715, 18.714285714285715, 18.857142857142858, 18.857142857142858, 18.857142857142858, 19.0, 19.0, 19.142857142857142, 19.142857142857142, 19.285714285714285, 19.285714285714285, 19.428571428571427, 19.428571428571427, 19.714285714285715, 19.714285714285715, 19.857142857142858, 20.0, 20.0, 20.571428571428573, 20.857142857142858, 20.857142857142858, 21.0, 21.0, 21.142857142857142, 21.428571428571427, 22.0, 22.285714285714285, 23.142857142857142, 23.285714285714285, 23.428571428571427, 23.571428571428573, 23.571428571428573, 24.142857142857142, 24.142857142857142, 24.285714285714285 ], "time_since_last_event": [ 0.0, 1.8571428571428572, 0.0, 7.142857142857143, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.0, 3.5714285714285716, 0.0, 0.0, 0.8571428571428571, 0.0, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.0, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285 ], "type_event": [ 10, 14, 10, 0, 0, 0, 10, 9, 14, 0, 10, 14, 14, 10, 0, 14, 15, 0, 10, 0, 0, 14, 0, 0, 14, 10, 10, 0, 0, 14, 10, 16, 10, 10, 16, 16, 10, 0, 10, 10, 16, 10, 16, 16, 10, 16, 10, 16, 10, 16, 10, 16, 14, 0, 16, 10, 10, 16, 10, 16, 16, 10, 10, 16, 10, 16, 16, 10, 16, 16, 10, 16, 10, 16, 10, 16, 0, 16, 10, 0, 16, 16, 10, 16, 10, 10 ], "type_text": [ "Books", "Movies and TV", "Books", "Other", "Other", "Other", "Books", "Office Products", "Movies and TV", "Other", "Books", "Movies and TV", "Movies and TV", "Books", "Other", "Movies and TV", "Clothing Shoes and Jewelry", "Other", "Books", "Other", "Other", "Movies and TV", "Other", "Other", "Movies and TV", "Books", "Books", "Other", "Other", "Movies and TV", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Other", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Movies and TV", "Other", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Other", "Kindle Store", "Books", "Other", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a clear progression over time, with a notable concentration of reviews in the categories of Books and Kindle Store, particularly in the later weeks. Initially, there is a mix of categories, including Movies and TV and Other, but as time progresses, the frequency of reviews for Books and Kindle Store increases significantly, particularly around weeks 17 to 24. Other categories, such as Clothing Shoes and Jewelry and Office Products, appear much less frequently and are clustered earlier in the timeline. Overall, the trend indicates a shift towards a preference for Books and Kindle Store reviews as the sequence unfolds." }, { "dim_process": 18, "seq_idx": 785, "seq_len": 72, "time_since_start": [ 0.0, 0.5714285714285714, 1.2857142857142858, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 3.0, 3.2857142857142856, 4.285714285714286, 4.285714285714286, 4.857142857142857, 5.0, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.571428571428571, 7.0, 7.428571428571429, 7.857142857142857, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.285714285714286, 9.571428571428571, 9.714285714285714, 10.142857142857142, 10.285714285714286, 10.857142857142858, 10.857142857142858, 11.0, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.857142857142858, 12.857142857142858, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.714285714285714, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.571428571428571, 15.714285714285714, 15.857142857142858, 15.857142857142858, 16.142857142857142, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.714285714285715, 17.857142857142858, 18.142857142857142, 19.0, 19.142857142857142, 23.0, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 3.857142857142857, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with numerous reviews submitted consistently over time, especially in the initial weeks. The \"Kindle Store\" reviews appear less frequently and tend to cluster at specific points, notably around the 4-week mark and again in the later weeks. Overall, the reviews for \"Books\" are concentrated in the earlier part of the timeline, while \"Kindle Store\" reviews are more sporadic and occur at intervals throughout the sequence." }, { "dim_process": 18, "seq_idx": 786, "seq_len": 55, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 3.0, 4.0, 4.142857142857143, 4.857142857142857, 5.142857142857143, 5.857142857142857, 6.0, 7.0, 7.428571428571429, 7.714285714285714, 8.0, 8.428571428571429, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.285714285714286, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.714285714285714, 12.142857142857142, 12.428571428571429, 12.714285714285714, 12.714285714285714, 13.142857142857142, 14.428571428571429, 14.714285714285714, 15.142857142857142, 15.714285714285714, 16.0, 16.285714285714285, 17.142857142857142, 17.285714285714285, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.285714285714285, 18.714285714285715, 18.857142857142858, 21.0, 22.0, 23.0, 25.0, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 2.142857142857143, 1.0, 1.0, 2.0, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly consists of entries in the \"Books\" category, which occur consistently throughout the timeline, with a notable concentration in the earlier weeks. Reviews for the \"Kindle Store\" category are less frequent and appear intermittently, primarily clustered around the 12-week and 17-week marks. The user demonstrates a sustained engagement with book reviews over an extended period, with no significant gaps in activity, while the reviews for the Kindle Store are sporadic and occur later in the sequence." }, { "dim_process": 18, "seq_idx": 787, "seq_len": 47, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.4285714285714286, 1.5714285714285714, 2.142857142857143, 2.4285714285714284, 3.2857142857142856, 3.4285714285714284, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.571428571428571, 6.714285714285714, 7.0, 7.428571428571429, 7.857142857142857, 8.285714285714286, 9.428571428571429, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.285714285714286, 12.428571428571429, 13.428571428571429, 14.571428571428571, 15.142857142857142, 15.571428571428571, 16.142857142857142, 16.428571428571427, 17.428571428571427, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.0, 18.142857142857142, 19.0, 19.428571428571427, 19.714285714285715, 20.857142857142858, 22.857142857142858, 23.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.0, 1.1428571428571428, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 2.0, 0.14285714285714285 ], "type_event": [ 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with several reviews submitted in the initial weeks. As time progresses, there is a noticeable increase in reviews for the \"Kindle Store,\" particularly around the 1.5 to 3-week mark, and again later in the sequence. The majority of reviews remain concentrated in the \"Books\" category, especially between weeks 2 and 18, with a few clusters of \"Kindle Store\" reviews occurring intermittently. Overall, the trend shows a predominance of \"Books\" reviews throughout the entire timeline, with \"Kindle Store\" reviews appearing more sporadically." }, { "dim_process": 18, "seq_idx": 788, "seq_len": 45, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.8571428571428572, 2.7142857142857144, 3.0, 3.0, 4.0, 4.142857142857143, 5.0, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.142857142857143, 7.571428571428571, 8.428571428571429, 8.571428571428571, 9.142857142857142, 9.714285714285714, 9.857142857142858, 9.857142857142858, 10.0, 10.285714285714286, 10.714285714285714, 11.285714285714286, 12.142857142857142, 12.857142857142858, 13.0, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.0, 14.857142857142858, 15.0, 15.285714285714286, 15.571428571428571, 15.714285714285714, 16.571428571428573, 16.857142857142858, 17.0, 17.571428571428573, 18.857142857142858, 20.142857142857142, 20.857142857142858 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.0, 1.0, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 1.2857142857142858, 0.7142857142857143 ], "type_event": [ 10, 16, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a mix of categories, including Books and Kindle Store, occurring within the first few weeks. As time progresses, there is a noticeable trend towards an increasing frequency of reviews focused on Books, which dominate the later part of the sequence. The Kindle Store reviews appear early but are less frequent compared to the consistent stream of Book reviews that continue for several weeks. Additionally, there is a single review for Home and Kitchen that occurs amidst the predominantly Book-focused reviews, highlighting a clear clustering of Book reviews throughout the timeline." }, { "dim_process": 18, "seq_idx": 789, "seq_len": 47, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.0, 1.4285714285714286, 1.7142857142857142, 2.0, 2.4285714285714284, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.571428571428571, 6.0, 6.428571428571429, 6.857142857142857, 7.428571428571429, 8.142857142857142, 8.571428571428571, 9.285714285714286, 9.857142857142858, 10.142857142857142, 10.571428571428571, 11.0, 11.571428571428571, 12.0, 12.285714285714286, 12.571428571428571, 13.142857142857142, 14.142857142857142, 14.428571428571429, 14.857142857142858, 15.142857142857142, 15.571428571428571, 16.0, 16.428571428571427, 16.714285714285715, 17.0, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.285714285714285, 18.571428571428573, 18.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists solely of reviews for books, with no other categories represented. The reviews are submitted consistently over time, with a notable frequency in the early weeks, particularly within the first 18 weeks. There is a gradual increase in the number of reviews submitted, especially in the initial weeks, followed by a sustained pattern of submissions that continues throughout the timeline, indicating a steady engagement with the book category. The reviews do not show any clustering in specific periods, maintaining a relatively uniform distribution across the entire timeframe." }, { "dim_process": 18, "seq_idx": 790, "seq_len": 47, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.0, 3.0, 4.285714285714286, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 7.571428571428571, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.571428571428571, 8.714285714285714, 9.0, 9.428571428571429, 9.571428571428571, 12.428571428571429, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.0, 14.142857142857142, 14.857142857142858, 15.0, 15.0, 15.285714285714286, 15.428571428571429, 16.142857142857142, 16.428571428571427, 17.714285714285715, 20.142857142857142, 23.571428571428573, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 1.2857142857142858, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 2.857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.2857142857142858, 2.4285714285714284, 3.4285714285714284, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 15, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. After a period of consistent book reviews, there is a transition to the \"Kindle Store\" category, which starts appearing around the 2-week mark and continues intermittently throughout the sequence. The reviews for \"Books\" remain prominent, with clusters observed at various intervals, particularly around the 5-week and 15-week marks. The \"Kindle Store\" reviews tend to occur less frequently but show a notable increase in frequency after the 12-week mark, indicating a shift in the user's review activity over time. Overall, there is a clear pattern of prioritizing \"Books\" early on, with \"Kindle Store\" reviews becoming more prominent later in the sequence." }, { "dim_process": 18, "seq_idx": 791, "seq_len": 42, "time_since_start": [ 0.0, 1.0, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.7142857142857144, 4.0, 4.428571428571429, 4.857142857142857, 5.0, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.428571428571429, 8.0, 8.285714285714286, 9.0, 9.142857142857142, 9.285714285714286, 10.285714285714286, 10.714285714285714, 11.0, 11.428571428571429, 11.857142857142858, 12.0, 12.285714285714286, 13.142857142857142, 14.0, 15.0, 15.285714285714286, 15.428571428571429, 16.0, 16.857142857142858, 17.571428571428573, 18.428571428571427, 18.571428571428573, 22.285714285714285, 24.857142857142858 ], "time_since_last_event": [ 0.0, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 1.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 3.7142857142857144, 2.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 16, 11, 10, 8 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Home and Kitchen", "Books", "Toys and Games" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over the initial weeks. \"Kindle Store\" reviews appear intermittently, primarily clustered around the second and fourth weeks, with a few later occurrences. The review activity for \"Books\" peaks in frequency, particularly between weeks 1 and 17, while reviews for \"Home and Kitchen\" and \"Toys and Games\" are less frequent and appear later in the sequence. Overall, the trend indicates a strong initial engagement with books, followed by sporadic interest in other categories." }, { "dim_process": 18, "seq_idx": 792, "seq_len": 48, "time_since_start": [ 0.0, 0.5714285714285714, 2.142857142857143, 2.142857142857143, 2.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 5.714285714285714, 5.857142857142857, 6.0, 6.0, 6.142857142857143, 6.857142857142857, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.0, 8.142857142857142, 8.714285714285714, 8.857142857142858, 9.714285714285714, 10.857142857142858, 10.857142857142858, 11.142857142857142, 11.142857142857142, 11.428571428571429, 12.0, 12.571428571428571, 12.857142857142858, 13.0, 13.142857142857142, 13.571428571428571, 13.714285714285714, 14.428571428571429, 14.571428571428571, 15.285714285714286, 15.571428571428571, 16.714285714285715, 16.857142857142858, 17.714285714285715, 20.142857142857142, 22.428571428571427, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 1.5714285714285714, 0.0, 0.2857142857142857, 1.0, 0.14285714285714285, 0.0, 0.14285714285714285, 2.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.8571428571428571, 2.4285714285714284, 2.2857142857142856, 2.142857142857143 ], "type_event": [ 10, 10, 16, 10, 10, 10, 16, 10, 10, 11, 10, 10, 11, 10, 10, 11, 10, 10, 16, 10, 10, 11, 16, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Home and Kitchen", "Books", "Books", "Home and Kitchen", "Books", "Books", "Home and Kitchen", "Books", "Books", "Kindle Store", "Books", "Books", "Home and Kitchen", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, there are brief mentions of the \"Kindle Store\" and \"Home and Kitchen\" categories, but reviews for \"Books\" continue to dominate the early to mid-sequence. The frequency of \"Kindle Store\" reviews increases slightly in the later stages, particularly around the 20-week mark, while \"Books\" remains consistently reviewed throughout the sequence. Overall, the trend shows a sustained interest in \"Books,\" with \"Kindle Store\" reviews becoming more prominent towards the end." }, { "dim_process": 18, "seq_idx": 793, "seq_len": 46, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.8571428571428572, 2.5714285714285716, 3.142857142857143, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.428571428571429, 5.285714285714286, 5.285714285714286, 5.857142857142857, 6.0, 6.142857142857143, 7.142857142857143, 7.714285714285714, 8.142857142857142, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.285714285714286, 10.857142857142858, 11.285714285714286, 11.571428571428571, 11.714285714285714, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.571428571428571, 14.142857142857142, 14.571428571428571, 14.714285714285714, 15.142857142857142, 17.0, 17.428571428571427, 17.857142857142858, 18.0, 18.571428571428573, 20.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.0, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.8571428571428572, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 2.142857142857143 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable number of reviews submitted shortly after the initial entries. The first reviews occur within the first week, predominantly in the \"Books\" category, and continue to be submitted regularly over the following weeks. The \"Kindle Store\" reviews appear infrequently, primarily clustered at the beginning and again around the 13-week mark. Overall, the reviews show a trend of sustained engagement with \"Books,\" particularly in the earlier weeks, with a gradual increase in the frequency of reviews as time progresses." }, { "dim_process": 18, "seq_idx": 794, "seq_len": 47, "time_since_start": [ 0.0, 1.0, 1.2857142857142858, 1.5714285714285714, 2.0, 2.142857142857143, 2.2857142857142856, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.0, 5.0, 5.714285714285714, 7.0, 7.285714285714286, 7.428571428571429, 8.142857142857142, 8.571428571428571, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.428571428571429, 11.571428571428571, 12.0, 12.285714285714286, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.0, 13.571428571428571, 13.857142857142858, 15.142857142857142, 15.285714285714286, 15.428571428571429, 16.0, 16.571428571428573, 17.428571428571427, 20.0, 20.142857142857142, 20.428571428571427, 21.0, 23.428571428571427 ], "time_since_last_event": [ 0.0, 1.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.7142857142857143, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 2.5714285714285716, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 2.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of entries in the \"Books\" category, with a notable concentration of reviews occurring within the first 17 weeks. The reviews are consistently submitted at short intervals, particularly in the early weeks, with a gradual decrease in frequency as time progresses. A single review for the \"Kindle Store\" category appears at week 3.57, but the overwhelming majority of reviews remain focused on books throughout the entire timeline. The pattern shows that the user primarily engaged with books continuously over a lengthy period, with no significant clustering of reviews outside of the initial weeks." }, { "dim_process": 18, "seq_idx": 795, "seq_len": 52, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 2.857142857142857, 3.2857142857142856, 3.857142857142857, 4.428571428571429, 5.428571428571429, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.571428571428571, 8.857142857142858, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.428571428571429, 11.857142857142858, 12.0, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.571428571428571, 13.714285714285714, 13.857142857142858, 13.857142857142858, 14.571428571428571, 15.0, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.428571428571429, 15.857142857142858, 16.0, 16.285714285714285, 16.571428571428573, 17.0, 18.0, 18.142857142857142, 18.142857142857142, 18.142857142857142, 19.857142857142858, 20.571428571428573, 22.285714285714285, 22.428571428571427, 22.428571428571427, 22.857142857142858, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 2.2857142857142856, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 1.0, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.0, 0.14285714285714285, 0.0, 0.0, 1.7142857142857142, 0.7142857142857143, 1.7142857142857142, 0.14285714285714285, 0.0, 0.42857142857142855, 1.4285714285714286 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 3, 16, 11, 15, 16, 9, 11, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Arts Crafts and Sewing", "Kindle Store", "Home and Kitchen", "Clothing Shoes and Jewelry", "Kindle Store", "Office Products", "Home and Kitchen", "Books" ], "description": "The sequence of product reviews begins with a focus on the Kindle Store, followed closely by a series of reviews predominantly in the Books category. The user consistently reviews Books, particularly in the early weeks, with a notable cluster of reviews occurring between weeks 2 and 18. After this period, there is a shift towards other categories such as Home and Kitchen, Clothing Shoes and Jewelry, and Office Products, indicating a diversification in review topics. The Kindle Store reviews appear intermittently throughout the sequence, suggesting a recurring interest alongside the primary focus on Books." }, { "dim_process": 18, "seq_idx": 796, "seq_len": 48, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.0, 1.0, 1.1428571428571428, 1.5714285714285714, 2.2857142857142856, 2.7142857142857144, 3.0, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.571428571428571, 5.0, 5.714285714285714, 6.142857142857143, 8.142857142857142, 9.571428571428571, 10.857142857142858, 11.142857142857142, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.0, 12.285714285714286, 13.0, 13.142857142857142, 13.857142857142858, 14.142857142857142, 14.857142857142858, 15.0, 15.142857142857142, 15.714285714285714, 15.857142857142858, 17.0, 17.142857142857142, 18.285714285714285, 18.428571428571427, 20.428571428571427, 20.857142857142858, 21.571428571428573, 22.0, 22.285714285714285, 23.428571428571427, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 2.0, 1.4285714285714286, 1.2857142857142858, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 2.0, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 1, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the first few weeks. After a period of consistent book reviews, there is a slight increase in reviews for the \"Kindle Store\" category around the 1-week mark, followed by additional reviews for both categories over time. The \"Books\" reviews continue to dominate the sequence, with clusters of reviews occurring throughout, particularly between weeks 3 and 15. The frequency of \"Kindle Store\" reviews increases notably after week 15, suggesting a gradual shift towards this category while still maintaining a high volume of \"Books\" reviews. Overall, the trend shows a consistent preference for \"Books\" with intermittent reviews for the \"Kindle Store\" at various intervals." }, { "dim_process": 18, "seq_idx": 797, "seq_len": 48, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 4.0, 4.142857142857143, 4.857142857142857, 4.857142857142857, 5.0, 5.0, 5.142857142857143, 5.142857142857143, 5.428571428571429, 7.0, 10.285714285714286, 10.285714285714286, 10.571428571428571, 10.714285714285714, 10.714285714285714, 10.857142857142858, 12.571428571428571, 12.571428571428571, 12.571428571428571, 12.571428571428571, 12.571428571428571, 13.857142857142858, 13.857142857142858, 14.857142857142858, 14.857142857142858, 14.857142857142858, 16.285714285714285, 16.428571428571427, 16.428571428571427, 16.571428571428573, 17.285714285714285, 17.285714285714285, 17.571428571428573, 17.571428571428573, 17.857142857142858, 18.142857142857142, 20.714285714285715, 21.0, 23.142857142857142, 23.142857142857142, 23.142857142857142, 23.142857142857142, 23.285714285714285, 24.714285714285715, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 3.4285714285714284, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 1.5714285714285714, 3.2857142857142856, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 1.7142857142857142, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858, 0.0, 1.0, 0.0, 0.0, 1.4285714285714286, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 2.5714285714285716, 0.2857142857142857, 2.142857142857143, 0.0, 0.0, 0.0, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285 ], "type_event": [ 15, 4, 14, 10, 9, 10, 3, 10, 14, 12, 10, 10, 10, 10, 12, 9, 14, 1, 7, 0, 10, 14, 12, 7, 10, 7, 7, 4, 10, 10, 10, 4, 10, 11, 10, 11, 10, 1, 10, 15, 13, 14, 8, 1, 15, 9, 15, 11 ], "type_text": [ "Clothing Shoes and Jewelry", "Electronics", "Movies and TV", "Books", "Office Products", "Books", "Arts Crafts and Sewing", "Books", "Movies and TV", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Office Products", "Movies and TV", "Tools and Home Improvement", "Grocery and Gourmet Food", "Other", "Books", "Movies and TV", "Sports and Outdoors", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Electronics", "Books", "Books", "Books", "Electronics", "Books", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Tools and Home Improvement", "Books", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Movies and TV", "Toys and Games", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Office Products", "Clothing Shoes and Jewelry", "Home and Kitchen" ], "description": "The sequence of product reviews begins with categories such as Clothing, Shoes and Jewelry, Electronics, and Movies and TV occurring early on. A significant cluster of reviews for Books emerges around the fourth to seventh week, followed by a mix of other categories including Sports and Outdoors and Office Products. As time progresses, there is a notable increase in reviews for Grocery and Gourmet Food around the twelfth week, alongside continued reviews for Books. Towards the later weeks, there is a resurgence of reviews in categories like Clothing, Shoes and Jewelry, and Home and Kitchen, indicating a diverse range of interests maintained throughout the sequence." }, { "dim_process": 18, "seq_idx": 798, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 3.142857142857143, 3.2857142857142856, 4.0, 4.0, 4.285714285714286, 4.857142857142857, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.0, 6.857142857142857, 7.142857142857143, 7.714285714285714, 8.285714285714286, 8.857142857142858, 9.0, 9.857142857142858, 10.428571428571429, 11.285714285714286, 12.0, 12.142857142857142, 13.0, 13.571428571428571, 14.428571428571429, 15.0, 15.857142857142858, 16.142857142857142, 17.285714285714285, 17.428571428571427, 17.714285714285715, 18.0, 18.285714285714285, 20.285714285714285, 20.428571428571427, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 2.0, 0.14285714285714285, 3.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, which dominates the timeline, particularly in the early weeks. Reviews for \"Books\" appear consistently, with a notable cluster occurring from the start up to week 18. The first review in a different category, \"Clothing Shoes and Jewelry,\" occurs around week 4, followed by a review in the \"Kindle Store\" at week 13, and another in \"Home and Kitchen\" at week 20. Overall, the reviews are primarily focused on \"Books,\" with only a few reviews in other categories interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 799, "seq_len": 69, "time_since_start": [ 0.0, 1.0, 1.2857142857142858, 1.7142857142857142, 2.0, 2.857142857142857, 3.0, 3.142857142857143, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.285714285714286, 6.0, 6.285714285714286, 6.857142857142857, 7.142857142857143, 7.142857142857143, 8.0, 8.142857142857142, 8.285714285714286, 9.428571428571429, 9.428571428571429, 10.0, 10.0, 10.0, 11.0, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.0, 12.142857142857142, 13.0, 13.142857142857142, 13.285714285714286, 13.714285714285714, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 15.0, 15.285714285714286, 16.0, 16.0, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.857142857142858, 18.285714285714285, 18.428571428571427, 19.0, 19.0, 20.0, 20.285714285714285, 21.285714285714285, 23.0, 23.428571428571427, 23.714285714285715, 23.857142857142858, 24.0, 25.0, 25.571428571428573 ], "time_since_last_event": [ 0.0, 1.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.0, 0.5714285714285714, 0.0, 0.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.0, 1.0, 0.2857142857142857, 1.0, 1.7142857142857142, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 9, 8, 10, 10, 10, 10, 3, 10, 10, 10, 12, 10, 12, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, 10, 11, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Office Products", "Toys and Games", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Sports and Outdoors", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Automotive", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with a significant concentration of reviews submitted during the initial weeks. After a sustained period of reviewing books, there is a notable introduction of other categories, such as \"Other,\" \"Office Products,\" \"Toys and Games,\" and \"Sports and Outdoors,\" around the 5 to 10-week mark. Following this diversification, the user returns to reviewing books extensively, with sporadic entries in other categories, including \"Automotive\" and \"Clothing Shoes and Jewelry,\" occurring later in the sequence. Overall, the pattern shows an early focus on books, followed by a brief exploration of other categories, before returning to a strong emphasis on books again." }, { "dim_process": 18, "seq_idx": 800, "seq_len": 63, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.0, 1.1428571428571428, 1.4285714285714286, 2.0, 2.142857142857143, 2.2857142857142856, 3.0, 3.7142857142857144, 4.0, 4.571428571428571, 4.714285714285714, 5.0, 5.285714285714286, 5.571428571428571, 6.0, 6.142857142857143, 6.571428571428571, 6.857142857142857, 7.0, 7.142857142857143, 8.0, 9.285714285714286, 9.857142857142858, 10.0, 10.285714285714286, 11.0, 11.285714285714286, 11.571428571428571, 12.0, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.0, 13.142857142857142, 13.857142857142858, 14.0, 14.571428571428571, 14.857142857142858, 15.0, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.0, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.285714285714285, 17.714285714285715, 17.857142857142858, 18.285714285714285, 19.0, 19.285714285714285, 21.0, 21.285714285714285, 22.857142857142858, 23.0, 23.142857142857142, 23.857142857142858, 24.0, 25.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user shows a consistent focus on the \"Books\" category throughout the entire timeline. Reviews are submitted frequently in the early weeks, with a notable cluster of activity occurring in the first 10 weeks. The frequency of reviews appears to gradually decrease after this initial surge, with fewer submissions noted in the later weeks, although the user continues to submit reviews consistently up to the 25-week mark. Overall, the trend indicates a sustained interest in books, with a high concentration of reviews at the beginning of the period." }, { "dim_process": 18, "seq_idx": 801, "seq_len": 48, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.0, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 2.142857142857143, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.571428571428571, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.428571428571429, 6.428571428571429, 7.0, 7.142857142857143, 7.142857142857143, 7.285714285714286, 8.0, 8.285714285714286, 9.0, 11.0, 11.285714285714286, 14.0, 16.571428571428573, 16.571428571428573, 17.428571428571427, 17.571428571428573, 18.285714285714285, 21.142857142857142, 21.142857142857142, 21.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 2.0, 0.2857142857142857, 2.7142857142857144, 2.5714285714285716, 0.0, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 2.857142857142857, 0.0, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 16, 11, 15, 10, 10, 10, 11, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 8, 10, 15, 6, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 11, 8 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Kindle Store", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Toys and Games" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews occurring primarily in the early weeks and extending throughout the timeline. Other categories such as \"Home and Kitchen,\" \"Clothing Shoes and Jewelry,\" and \"Toys and Games\" appear sporadically, often clustered around specific weeks rather than evenly distributed. Notably, there are several instances of reviews for \"Books\" occurring in close succession, particularly in the earlier part of the timeline, while other categories tend to emerge later, indicating a shift in review focus over time." }, { "dim_process": 18, "seq_idx": 802, "seq_len": 76, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 1.7142857142857142, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 5.428571428571429, 5.714285714285714, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.285714285714286, 8.0, 8.142857142857142, 8.142857142857142, 8.571428571428571, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.571428571428571, 9.571428571428571, 10.142857142857142, 10.714285714285714, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 12.285714285714286, 12.857142857142858, 13.142857142857142, 13.571428571428571, 13.857142857142858, 14.285714285714286, 14.428571428571429, 15.142857142857142, 15.428571428571429, 15.428571428571429, 15.571428571428571, 15.714285714285714, 16.285714285714285, 16.857142857142858, 17.0, 17.142857142857142, 17.714285714285715, 17.857142857142858, 18.428571428571427, 18.714285714285715, 19.142857142857142, 19.714285714285715, 19.714285714285715, 19.857142857142858, 20.857142857142858, 20.857142857142858, 20.857142857142858, 22.0, 22.0, 22.285714285714285, 22.571428571428573, 23.0, 23.571428571428573, 24.142857142857142, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.0, 0.14285714285714285, 1.0, 0.0, 0.0, 1.1428571428571428, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857 ], "type_event": [ 10, 2, 7, 10, 10, 14, 10, 10, 14, 4, 9, 10, 10, 14, 10, 14, 10, 10, 0, 16, 11, 2, 10, 0, 11, 2, 7, 10, 10, 0, 4, 10, 8, 2, 11, 10, 15, 2, 10, 5, 2, 8, 10, 11, 10, 4, 10, 2, 15, 15, 2, 15, 10, 2, 5, 2, 10, 2, 2, 7, 10, 11, 2, 1, 1, 12, 2, 11, 5, 7, 11, 2, 1, 4, 15, 2 ], "type_text": [ "Books", "Pet Supplies", "Grocery and Gourmet Food", "Books", "Books", "Movies and TV", "Books", "Books", "Movies and TV", "Electronics", "Office Products", "Books", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Books", "Other", "Kindle Store", "Home and Kitchen", "Pet Supplies", "Books", "Other", "Home and Kitchen", "Pet Supplies", "Grocery and Gourmet Food", "Books", "Books", "Other", "Electronics", "Books", "Toys and Games", "Pet Supplies", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Pet Supplies", "Books", "Automotive", "Pet Supplies", "Toys and Games", "Books", "Home and Kitchen", "Books", "Electronics", "Books", "Pet Supplies", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Pet Supplies", "Clothing Shoes and Jewelry", "Books", "Pet Supplies", "Automotive", "Pet Supplies", "Books", "Pet Supplies", "Pet Supplies", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Pet Supplies", "Tools and Home Improvement", "Tools and Home Improvement", "Sports and Outdoors", "Pet Supplies", "Home and Kitchen", "Automotive", "Grocery and Gourmet Food", "Home and Kitchen", "Pet Supplies", "Tools and Home Improvement", "Electronics", "Clothing Shoes and Jewelry", "Pet Supplies" ], "description": "The sequence of product reviews shows a consistent focus on books, which are reviewed frequently throughout the timeline, particularly in the early weeks. Pet supplies also appear regularly, with multiple reviews clustered in the later weeks, indicating a sustained interest. Other categories such as electronics, home and kitchen, and automotive are reviewed less frequently and tend to appear in the mid to later stages of the timeline. Movies and TV reviews are concentrated in the early weeks, while a variety of other categories, including toys and games, emerge sporadically throughout the sequence. Overall, there is a clear pattern of clustering around certain categories at different times, with books and pet supplies being the most prominent." }, { "dim_process": 18, "seq_idx": 803, "seq_len": 58, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 4.0, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.857142857142857, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.857142857142857, 7.571428571428571, 7.714285714285714, 8.428571428571429, 9.285714285714286, 9.571428571428571, 9.714285714285714, 10.142857142857142, 10.285714285714286, 10.571428571428571, 12.142857142857142, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.428571428571429, 14.857142857142858, 15.857142857142858, 17.142857142857142, 18.0, 18.142857142857142, 19.0, 19.285714285714285, 19.285714285714285, 20.571428571428573, 22.0, 22.285714285714285, 24.142857142857142, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 1.0, 1.2857142857142858, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.0, 1.2857142857142858, 1.4285714285714286, 0.2857142857142857, 1.8571428571428572, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Initially, reviews are concentrated in the \"Books\" category, with a notable increase in frequency during the first few weeks. The \"Kindle Store\" category begins to appear around the 2-week mark, but it remains less frequent compared to \"Books.\" As time progresses, there are clusters of \"Books\" reviews interspersed with \"Kindle Store\" reviews, particularly noticeable around the 7-week and 17-week marks. Overall, the reviews are primarily centered on \"Books,\" with \"Kindle Store\" reviews appearing as secondary events throughout the timeline." }, { "dim_process": 18, "seq_idx": 804, "seq_len": 75, "time_since_start": [ 0.0, 0.7142857142857143, 1.5714285714285714, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.0, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 3.857142857142857, 4.0, 4.285714285714286, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.285714285714286, 5.571428571428571, 6.142857142857143, 6.142857142857143, 6.571428571428571, 6.857142857142857, 7.0, 7.142857142857143, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.0, 8.571428571428571, 8.714285714285714, 9.0, 9.0, 9.0, 9.142857142857142, 9.142857142857142, 9.714285714285714, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.428571428571429, 10.857142857142858, 10.857142857142858, 11.428571428571429, 12.142857142857142, 12.571428571428571, 12.857142857142858, 13.428571428571429, 13.428571428571429, 13.571428571428571, 14.0, 14.857142857142858, 16.142857142857142, 16.571428571428573, 17.0, 18.0, 20.428571428571427, 22.428571428571427, 22.428571428571427, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.2857142857142858, 0.42857142857142855, 0.42857142857142855, 1.0, 2.4285714285714284, 2.0, 0.0, 2.4285714285714284 ], "type_event": [ 8, 11, 1, 10, 8, 10, 10, 10, 8, 10, 10, 10, 9, 10, 4, 10, 10, 10, 10, 4, 11, 10, 10, 5, 10, 1, 1, 10, 10, 12, 10, 5, 10, 15, 10, 10, 10, 11, 12, 1, 10, 0, 10, 11, 10, 2, 2, 11, 10, 2, 10, 10, 10, 10, 10, 2, 12, 10, 11, 10, 13, 0, 10, 15, 10, 10, 10, 8, 10, 0, 10, 10, 15, 7, 15 ], "type_text": [ "Toys and Games", "Home and Kitchen", "Tools and Home Improvement", "Books", "Toys and Games", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Office Products", "Books", "Electronics", "Books", "Books", "Books", "Books", "Electronics", "Home and Kitchen", "Books", "Books", "Automotive", "Books", "Tools and Home Improvement", "Tools and Home Improvement", "Books", "Books", "Sports and Outdoors", "Books", "Automotive", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Home and Kitchen", "Sports and Outdoors", "Tools and Home Improvement", "Books", "Other", "Books", "Home and Kitchen", "Books", "Pet Supplies", "Pet Supplies", "Home and Kitchen", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Sports and Outdoors", "Books", "Home and Kitchen", "Books", "Patio Lawn and Garden", "Other", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Toys and Games", "Books", "Other", "Books", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a clear pattern of increasing frequency and clustering of reviews over time, particularly in the category of Books, which appears consistently throughout the timeline. Initially, the user reviews a diverse range of categories, including Toys and Games, Home and Kitchen, and Tools and Home Improvement, but as time progresses, the focus shifts predominantly to Books, with multiple reviews occurring in close succession. Other categories, such as Clothing Shoes and Jewelry, and Pet Supplies, also appear later in the timeline, indicating a gradual diversification in review topics but still maintaining a strong emphasis on Books. Overall, the sequence reflects a trend of concentrated activity in specific categories, especially Books, with notable clusters occurring at various intervals." }, { "dim_process": 18, "seq_idx": 805, "seq_len": 43, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.714285714285714, 5.142857142857143, 5.714285714285714, 6.0, 7.0, 8.857142857142858, 9.571428571428571, 10.0, 10.571428571428571, 10.714285714285714, 11.857142857142858, 12.0, 12.285714285714286, 12.285714285714286, 12.714285714285714, 13.714285714285714, 14.571428571428571, 14.714285714285714, 16.714285714285715, 17.0, 17.142857142857142, 17.285714285714285, 17.571428571428573, 18.142857142857142, 19.714285714285715, 23.142857142857142, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 1.0, 1.8571428571428572, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 1.0, 0.8571428571428571, 0.14285714285714285, 2.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.5714285714285714, 3.4285714285714284, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 10, 1, 11, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 7, 10, 10, 4, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Home and Kitchen", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. After a brief introduction of \"Tools and Home Improvement\" and \"Home and Kitchen,\" the user returns to \"Books,\" which continues to dominate the review submissions for an extended period. The \"Kindle Store\" category appears intermittently, primarily after the initial weeks, while other categories such as \"Grocery and Gourmet Food\" and \"Electronics\" are reviewed less frequently. Overall, the reviews show a strong preference for \"Books,\" with a notable clustering of reviews in this category throughout the timeline." }, { "dim_process": 18, "seq_idx": 806, "seq_len": 46, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 1.1428571428571428, 1.7142857142857142, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.142857142857143, 5.714285714285714, 5.857142857142857, 6.0, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 8.0, 8.285714285714286, 8.428571428571429, 9.142857142857142, 9.857142857142858, 10.428571428571429, 10.571428571428571, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 13.0, 13.428571428571429, 13.571428571428571, 14.142857142857142, 15.428571428571429, 17.142857142857142, 17.571428571428573, 18.142857142857142, 18.428571428571427, 19.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 2.4285714285714284, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 1.7142857142857142, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 10, 7, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a significant number of reviews submitted consistently over time, particularly in the early weeks. The first non-book review appears shortly after the initial submissions, but the majority of reviews remain centered on books throughout the sequence. There is a noticeable clustering of reviews in the first few weeks, with a gradual continuation of book reviews extending over several weeks, indicating a sustained interest in this category. Other categories, such as \"Grocery and Gourmet Food\" and \"Clothing Shoes and Jewelry,\" are infrequently reviewed and appear later in the timeline. The pattern suggests that the user primarily engages with books, with occasional diversions into other categories." }, { "dim_process": 18, "seq_idx": 807, "seq_len": 65, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 2.0, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.2857142857142856, 3.2857142857142856, 4.571428571428571, 4.714285714285714, 5.142857142857143, 5.428571428571429, 6.0, 6.142857142857143, 6.571428571428571, 6.714285714285714, 7.0, 7.285714285714286, 7.857142857142857, 8.0, 8.142857142857142, 8.142857142857142, 8.571428571428571, 9.142857142857142, 9.285714285714286, 10.142857142857142, 10.428571428571429, 10.714285714285714, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.857142857142858, 16.142857142857142, 16.428571428571427, 16.571428571428573, 17.142857142857142, 17.857142857142858, 18.142857142857142, 18.571428571428573, 18.857142857142858, 19.0, 20.285714285714285, 20.714285714285715, 21.142857142857142, 21.285714285714285, 21.428571428571427, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple entries consistently occurring in close succession over the first several weeks. The reviews for \"Kindle Store\" appear infrequently, primarily clustered around the 3-week, 8-week, 16-week, and 23-week marks, indicating they are less frequent than the \"Books\" reviews. Overall, the majority of reviews are submitted within the first 24 weeks, with a notable concentration of \"Books\" reviews throughout this period, while \"Kindle Store\" reviews are interspersed at specific intervals." }, { "dim_process": 18, "seq_idx": 808, "seq_len": 43, "time_since_start": [ 0.0, 1.4285714285714286, 1.8571428571428572, 2.4285714285714284, 2.4285714285714284, 3.2857142857142856, 4.0, 5.428571428571429, 5.857142857142857, 6.714285714285714, 7.142857142857143, 7.714285714285714, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 10.142857142857142, 10.428571428571429, 10.714285714285714, 10.714285714285714, 10.857142857142858, 11.285714285714286, 11.714285714285714, 12.285714285714286, 12.857142857142858, 13.142857142857142, 13.428571428571429, 14.0, 14.285714285714286, 15.0, 15.428571428571429, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.0, 16.285714285714285, 21.571428571428573, 21.857142857142858, 21.857142857142858, 22.285714285714285, 23.285714285714285 ], "time_since_last_event": [ 0.0, 1.4285714285714286, 0.42857142857142855, 0.5714285714285714, 0.0, 0.8571428571428571, 0.7142857142857143, 1.4285714285714286, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 5.285714285714286, 0.2857142857142857, 0.0, 0.42857142857142855, 1.0 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, which dominates the timeline, especially in the initial weeks. Reviews for \"Books\" are consistently submitted, with a notable cluster occurring in the first 16 weeks. The \"Kindle Store\" category appears less frequently, primarily surfacing at specific intervals, particularly around weeks 2, 10, 12, and later in the 21-week mark. Additionally, there is a single review labeled \"Other\" at week 15, which is surrounded by multiple \"Books\" reviews, indicating that the user primarily engages with books throughout the sequence." }, { "dim_process": 18, "seq_idx": 809, "seq_len": 52, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 2.142857142857143, 2.5714285714285716, 3.0, 3.857142857142857, 4.0, 4.0, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.285714285714286, 5.428571428571429, 6.142857142857143, 6.428571428571429, 7.428571428571429, 7.714285714285714, 8.285714285714286, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.0, 10.285714285714286, 11.0, 12.0, 12.142857142857142, 12.285714285714286, 13.428571428571429, 13.571428571428571, 14.0, 14.142857142857142, 14.285714285714286, 14.857142857142858, 15.571428571428571, 15.857142857142858, 16.0, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.285714285714285, 17.428571428571427, 17.714285714285715, 18.142857142857142, 19.0, 19.571428571428573, 19.857142857142858, 20.0, 20.142857142857142, 20.285714285714285, 20.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 1.0, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.0, 0.2857142857142857, 0.5714285714285714, 1.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 0, 10, 15, 9, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16 ], "type_text": [ "Other", "Books", "Clothing Shoes and Jewelry", "Office Products", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a diverse range of categories, including \"Other,\" \"Books,\" \"Clothing Shoes and Jewelry,\" and \"Office Products,\" in the initial weeks. However, starting from week 2, there is a significant increase in the frequency of \"Books\" reviews, which dominate the sequence and continue to be submitted consistently throughout the timeline. The \"Kindle Store\" category appears intermittently, primarily clustered around weeks 3, 4, and later in the sequence, but does not overshadow the predominance of \"Books.\" Overall, the trend shows a clear shift towards a strong focus on \"Books\" over time, with \"Kindle Store\" reviews appearing as secondary but recurring events." }, { "dim_process": 18, "seq_idx": 810, "seq_len": 45, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.142857142857142, 17.857142857142858, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.8571428571428571, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.7142857142857142, 0.0, 0.0, 2.142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 9.571428571428571, 0.0, 0.0, 0.0, 0.0, 2.7142857142857144, 5.0 ], "type_event": [ 9, 1, 15, 12, 2, 3, 8, 10, 9, 3, 8, 9, 3, 0, 10, 11, 10, 12, 9, 0, 8, 17, 0, 7, 5, 4, 3, 2, 1, 4, 3, 2, 11, 0, 0, 0, 7, 2, 7, 3, 15, 9, 17, 1, 15 ], "type_text": [ "Office Products", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Pet Supplies", "Arts Crafts and Sewing", "Toys and Games", "Books", "Office Products", "Arts Crafts and Sewing", "Toys and Games", "Office Products", "Arts Crafts and Sewing", "Other", "Books", "Home and Kitchen", "Books", "Sports and Outdoors", "Office Products", "Other", "Toys and Games", "Cell Phones and Accessories", "Other", "Grocery and Gourmet Food", "Automotive", "Electronics", "Arts Crafts and Sewing", "Pet Supplies", "Tools and Home Improvement", "Electronics", "Arts Crafts and Sewing", "Pet Supplies", "Home and Kitchen", "Other", "Other", "Other", "Grocery and Gourmet Food", "Pet Supplies", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Office Products", "Cell Phones and Accessories", "Tools and Home Improvement", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the initial week, including Office Products, Tools and Home Improvement, and Clothing Shoes and Jewelry. Over time, there is a noticeable clustering of reviews around the 1.5-week mark, particularly for Office Products, Arts Crafts and Sewing, and Toys and Games. Following this, there is a gap before reviews for Electronics and Arts Crafts and Sewing appear around the 3.5-week mark. The trend continues with a significant cluster of reviews at the 5.5-week mark, primarily in Grocery and Gourmet Food and Other categories. The sequence concludes with a series of reviews at the 15-week mark, predominantly in Grocery and Gourmet Food and Arts Crafts and Sewing, followed by a later entry in Tools and Home Improvement and Clothing Shoes and Jewelry at the 17 and 22-week marks, respectively." }, { "dim_process": 18, "seq_idx": 811, "seq_len": 50, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.0, 3.2857142857142856, 3.5714285714285716, 4.285714285714286, 4.714285714285714, 5.142857142857143, 5.285714285714286, 6.0, 6.285714285714286, 6.714285714285714, 7.428571428571429, 7.571428571428571, 8.285714285714286, 8.428571428571429, 8.428571428571429, 9.0, 9.428571428571429, 9.571428571428571, 10.285714285714286, 11.428571428571429, 11.714285714285714, 12.0, 13.0, 13.142857142857142, 13.285714285714286, 14.142857142857142, 14.428571428571429, 15.285714285714286, 21.571428571428573, 22.142857142857142, 22.285714285714285, 22.571428571428573, 22.714285714285715, 23.285714285714285, 24.285714285714285, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 6.285714285714286, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.0, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent frequency of reviews submitted over time. The earliest reviews primarily consist of \"Books,\" with a few reviews for the \"Kindle Store\" starting around the one-week mark. As time progresses, reviews for \"Books\" continue to dominate, with the \"Kindle Store\" reviews appearing intermittently, particularly clustered around the one-week and later in the 25-week timeframe. Overall, the pattern indicates a strong preference for reviewing \"Books,\" with \"Kindle Store\" reviews occurring less frequently and mainly at specific intervals." }, { "dim_process": 18, "seq_idx": 812, "seq_len": 69, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 2.0, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.142857142857143, 3.4285714285714284, 4.714285714285714, 4.714285714285714, 6.142857142857143, 6.428571428571429, 7.285714285714286, 7.428571428571429, 7.428571428571429, 8.0, 8.142857142857142, 8.857142857142858, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.714285714285714, 10.857142857142858, 11.0, 11.285714285714286, 11.285714285714286, 11.714285714285714, 11.714285714285714, 12.428571428571429, 15.428571428571429, 15.571428571428571, 15.857142857142858, 15.857142857142858, 16.142857142857142, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.0, 19.0, 20.0, 21.142857142857142, 21.285714285714285, 21.428571428571427, 23.428571428571427, 24.285714285714285, 24.285714285714285, 24.857142857142858, 25.0, 25.285714285714285, 25.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.0, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.2857142857142858, 0.0, 1.4285714285714286, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.7142857142857143, 3.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 1.0, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 2.0, 0.8571428571428571, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0 ], "type_event": [ 11, 10, 7, 9, 7, 11, 0, 12, 11, 15, 10, 9, 7, 10, 10, 10, 9, 8, 10, 7, 12, 8, 10, 15, 10, 1, 8, 7, 12, 10, 11, 15, 15, 10, 10, 12, 10, 12, 10, 3, 10, 10, 10, 8, 15, 10, 7, 10, 10, 8, 11, 15, 10, 15, 10, 8, 8, 11, 8, 15, 12, 10, 11, 13, 8, 11, 10, 11, 8 ], "type_text": [ "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Office Products", "Grocery and Gourmet Food", "Home and Kitchen", "Other", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Office Products", "Grocery and Gourmet Food", "Books", "Books", "Books", "Office Products", "Toys and Games", "Books", "Grocery and Gourmet Food", "Sports and Outdoors", "Toys and Games", "Books", "Clothing Shoes and Jewelry", "Books", "Tools and Home Improvement", "Toys and Games", "Grocery and Gourmet Food", "Sports and Outdoors", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Books", "Sports and Outdoors", "Books", "Sports and Outdoors", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Toys and Games", "Clothing Shoes and Jewelry", "Books", "Grocery and Gourmet Food", "Books", "Books", "Toys and Games", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Toys and Games", "Home and Kitchen", "Toys and Games", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Home and Kitchen", "Patio Lawn and Garden", "Toys and Games", "Home and Kitchen", "Books", "Home and Kitchen", "Toys and Games" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with a notable emphasis on Books, which appear frequently throughout the timeline. Initially, reviews for Home and Kitchen and Grocery and Gourmet Food are prominent, but as time progresses, there is a gradual increase in the variety of categories, particularly Toys and Games, which cluster in the later weeks. The reviews for Clothing Shoes and Jewelry also emerge consistently in the mid to later stages, while Sports and Outdoors reviews appear intermittently. Overall, the pattern indicates a shift from a focus on specific categories early on to a broader array of categories, especially in the later weeks." }, { "dim_process": 18, "seq_idx": 813, "seq_len": 49, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 2.142857142857143, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.142857142857143, 5.857142857142857, 6.142857142857143, 7.142857142857143, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.142857142857142, 9.285714285714286, 10.0, 10.142857142857142, 10.428571428571429, 10.571428571428571, 11.142857142857142, 12.142857142857142, 13.0, 13.142857142857142, 14.142857142857142, 15.142857142857142, 15.714285714285714, 16.142857142857142, 17.142857142857142, 17.285714285714285, 17.571428571428573, 18.142857142857142, 18.428571428571427, 18.571428571428573, 19.142857142857142, 20.142857142857142, 21.142857142857142, 22.142857142857142, 23.142857142857142, 24.142857142857142, 24.571428571428573, 25.142857142857142, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 1.0, 1.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.0, 0.8571428571428571, 0.14285714285714285, 1.0, 1.0, 0.5714285714285714, 0.42857142857142855, 1.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.0, 1.0, 1.0, 1.0, 1.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews submitted at regular intervals over a span of weeks. The reviews begin at week 0 and continue steadily, with a notable concentration of submissions occurring in the early weeks, particularly within the first 10 weeks. As time progresses, the frequency of reviews remains relatively stable, with periodic submissions continuing up to week 25, indicating sustained engagement with the category throughout the entire timeline." }, { "dim_process": 18, "seq_idx": 814, "seq_len": 48, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 2.0, 2.142857142857143, 2.2857142857142856, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.571428571428571, 7.714285714285714, 8.428571428571429, 8.714285714285714, 8.714285714285714, 9.0, 9.142857142857142, 9.285714285714286, 9.285714285714286, 12.285714285714286, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 3.0, 10.571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10, 10, 16, 16, 10, 10, 14 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Movies and TV" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple entries clustered in the initial weeks. As time progresses, there are intermittent reviews in the \"Kindle Store\" category, primarily appearing after several weeks of consistent book reviews. Notably, the reviews for \"Books\" continue to dominate the sequence, with a gradual introduction of the \"Kindle Store\" reviews occurring at various points, particularly between weeks 3 and 9. Towards the end of the timeline, there is a significant shift with a review in the \"Movies and TV\" category, indicating a change in the user's review focus after a lengthy period of reviewing books." }, { "dim_process": 18, "seq_idx": 815, "seq_len": 57, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 1.4285714285714286, 2.7142857142857144, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.0, 5.142857142857143, 5.142857142857143, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.0, 8.285714285714286, 8.428571428571429, 9.285714285714286, 9.571428571428571, 9.714285714285714, 10.0, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.428571428571429, 11.428571428571429, 11.571428571428571, 14.857142857142858, 15.142857142857142, 15.714285714285714, 15.857142857142858, 16.0, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.714285714285715, 18.428571428571427, 18.571428571428573, 18.714285714285715, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 1.0, 1.2857142857142858, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 3.2857142857142856, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 4.142857142857143 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted in close succession over a lengthy period. Initial reviews are balanced between \"Books\" and \"Kindle Store,\" but as time progresses, the frequency of \"Books\" reviews increases, particularly between weeks 0 and 18. \"Kindle Store\" reviews appear more sporadically, primarily clustered at the beginning and towards the end of the sequence, indicating a trend where \"Books\" reviews dominate the middle section. Overall, the pattern demonstrates a consistent engagement with \"Books\" throughout the timeline, with \"Kindle Store\" reviews occurring less frequently and primarily at specific intervals." }, { "dim_process": 18, "seq_idx": 816, "seq_len": 41, "time_since_start": [ 0.0, 0.7142857142857143, 1.4285714285714286, 1.4285714285714286, 2.857142857142857, 3.0, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.571428571428571, 6.428571428571429, 7.0, 7.571428571428571, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.428571428571429, 10.428571428571429, 10.714285714285714, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.285714285714286, 14.142857142857142, 15.571428571428571, 17.0, 19.428571428571427, 24.714285714285715, 25.0, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.7142857142857143, 0.0, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 1.4285714285714286, 1.4285714285714286, 2.4285714285714284, 5.285714285714286, 0.2857142857142857, 0.5714285714285714 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 15 weeks. The reviews are predominantly clustered in the early weeks, with a notable peak around the 3 to 5-week mark. After this initial surge, there is a gradual decline in frequency, with fewer reviews submitted in the later weeks, although there are still occasional reviews extending to 25 weeks. The \"Kindle Store\" category appears twice, both occurring after the initial wave of book reviews, suggesting a slight diversification in review focus later in the sequence." }, { "dim_process": 18, "seq_idx": 817, "seq_len": 51, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 1.8571428571428572, 2.142857142857143, 3.0, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 6.571428571428571, 6.571428571428571, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.285714285714286, 9.142857142857142, 9.428571428571429, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.285714285714286, 13.428571428571429, 14.142857142857142, 14.571428571428571, 15.428571428571429, 16.142857142857142, 16.142857142857142, 16.428571428571427, 16.714285714285715, 17.0, 17.142857142857142, 17.428571428571427, 18.142857142857142, 18.428571428571427, 20.0, 21.142857142857142, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 1.5714285714285714, 1.1428571428571428, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 16, 10, 16, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession over the initial weeks. As time progresses, reviews for the \"Kindle Store\" category begin to appear, particularly clustering around the 6 to 14-week mark, indicating a growing interest in digital formats. The frequency of \"Books\" reviews remains relatively high throughout the sequence, with notable entries continuing alongside the \"Kindle Store\" reviews. Towards the later weeks, both categories see continued activity, but \"Books\" maintains a more consistent presence compared to \"Kindle Store,\" which appears more sporadically. Overall, the trend shows a sustained engagement with books, interspersed with increasing attention to the Kindle Store over time." }, { "dim_process": 18, "seq_idx": 818, "seq_len": 63, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.0, 1.1428571428571428, 1.1428571428571428, 2.2857142857142856, 2.4285714285714284, 3.0, 3.142857142857143, 3.857142857142857, 4.428571428571429, 4.571428571428571, 5.285714285714286, 5.285714285714286, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.142857142857142, 8.428571428571429, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.142857142857142, 10.285714285714286, 10.285714285714286, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.0, 12.142857142857142, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 13.714285714285714, 14.0, 14.285714285714286, 14.857142857142858, 15.0, 15.285714285714286, 15.428571428571429, 16.428571428571427, 16.571428571428573, 17.285714285714285, 18.0, 18.285714285714285, 18.714285714285715, 21.142857142857142, 21.428571428571427, 21.857142857142858, 22.142857142857142, 23.142857142857142, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 2.4285714285714284, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.0, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of submissions occurring throughout the timeline. The \"Kindle Store\" reviews appear less frequently and are generally clustered around the earlier and later parts of the sequence, specifically at the 1-week, 3-week, 9-week, 10-week, 15-week, and 21-week marks. Overall, the reviews for \"Books\" are more densely packed, particularly in the middle of the timeline, indicating a sustained interest in that category over time." }, { "dim_process": 18, "seq_idx": 819, "seq_len": 67, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.0, 1.2857142857142858, 1.8571428571428572, 2.142857142857143, 2.857142857142857, 2.857142857142857, 3.142857142857143, 4.0, 4.142857142857143, 4.285714285714286, 5.857142857142857, 6.0, 6.142857142857143, 6.857142857142857, 7.0, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.0, 15.142857142857142, 15.428571428571429, 15.571428571428571, 15.714285714285714, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.571428571428573, 18.0, 18.142857142857142, 18.285714285714285, 19.0, 19.142857142857142, 21.285714285714285, 21.857142857142858, 22.142857142857142, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.0, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 2.857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 2.142857142857143, 0.5714285714285714, 0.2857142857142857, 2.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable concentration of reviews occurring within the first 14 weeks. Reviews are predominantly submitted at short intervals, particularly in the early stages, indicating a high frequency of activity. The only instance of a different category, \"Kindle Store,\" appears at week 2.86, but the overwhelming majority of reviews remain centered on \"Books\" throughout the timeline. The review submissions continue steadily, with some clusters of activity observed around specific weeks, particularly towards the end of the sequence." }, { "dim_process": 18, "seq_idx": 820, "seq_len": 80, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 1.8571428571428572, 2.0, 2.0, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 4.142857142857143, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.0, 8.142857142857142, 8.714285714285714, 8.857142857142858, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.0, 10.142857142857142, 10.714285714285714, 10.857142857142858, 11.285714285714286, 11.571428571428571, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 12.857142857142858, 13.0, 13.857142857142858, 14.0, 15.285714285714286, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 16.857142857142858, 17.142857142857142, 17.142857142857142, 17.428571428571427, 17.714285714285715, 18.0, 18.142857142857142, 18.285714285714285, 18.571428571428573, 18.857142857142858, 19.571428571428573, 20.857142857142858, 21.285714285714285, 21.428571428571427, 21.714285714285715, 21.857142857142858, 22.714285714285715, 24.285714285714285, 24.428571428571427, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 1.5714285714285714, 0.14285714285714285, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 16, 16, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong emphasis on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. As time progresses, there are notable occurrences of reviews in the \"Kindle Store\" category, particularly clustered around the 1.43 to 2.86 week range and again at later intervals. The frequency of \"Books\" reviews remains high throughout the timeline, with several clusters of reviews appearing consistently, especially in the later weeks. Overall, the reviews predominantly favor \"Books,\" with \"Kindle Store\" reviews appearing less frequently and primarily interspersed throughout the sequence." }, { "dim_process": 18, "seq_idx": 821, "seq_len": 92, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.0, 2.142857142857143, 3.2857142857142856, 3.857142857142857, 4.0, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.0, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.0, 9.285714285714286, 9.571428571428571, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 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10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 16, 16, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Cell Phones and Accessories", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The reviews for \"Kindle Store\" appear intermittently, primarily clustered around certain weeks, particularly after a series of book reviews. Additionally, there are brief instances of reviews in the \"Home and Kitchen\" and \"Grocery and Gourmet Food\" categories, but these are less frequent and occur later in the sequence. Overall, the pattern indicates a strong and sustained interest in books, with occasional diversions to other categories, particularly in the earlier weeks and then again towards the end of the sequence." }, { "dim_process": 18, "seq_idx": 822, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.0, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 3.5714285714285716, 4.0, 4.428571428571429, 4.571428571428571, 4.857142857142857, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.0, 8.142857142857142, 8.428571428571429, 9.0, 9.285714285714286, 9.571428571428571, 10.0, 10.571428571428571, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.714285714285714, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.428571428571429, 14.571428571428571, 16.571428571428573, 16.571428571428573, 16.714285714285715, 16.857142857142858, 23.428571428571427, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 2.2857142857142856, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 2.0, 0.0, 0.14285714285714285, 0.14285714285714285, 6.571428571428571, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 16, 10, 16, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominance of reviews for the \"Books\" category, which are submitted consistently throughout the timeline, particularly clustered in the early weeks and again in the later weeks. The \"Kindle Store\" reviews appear less frequently, primarily interspersed among the \"Books\" reviews, with notable occurrences at specific intervals. Initially, there is a higher frequency of \"Books\" reviews, while \"Kindle Store\" reviews emerge more prominently at certain points, particularly around the 1.71 to 3.57 week range and again towards the end of the sequence. Overall, the trend indicates a sustained interest in \"Books\" with occasional reviews for the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 823, "seq_len": 42, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.2857142857142858, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.0, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.857142857142857, 5.285714285714286, 6.714285714285714, 7.428571428571429, 8.0, 8.714285714285714, 8.857142857142858, 9.285714285714286, 10.142857142857142, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.571428571428571, 12.714285714285714, 13.571428571428571, 14.428571428571429, 15.714285714285714, 16.428571428571427, 17.285714285714285, 18.0, 18.142857142857142, 19.285714285714285, 19.857142857142858, 19.857142857142858, 20.571428571428573, 21.571428571428573, 21.714285714285715, 22.0, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 1.4285714285714286, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.8571428571428571, 0.8571428571428571, 1.2857142857142858, 0.7142857142857143, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.0, 0.7142857142857143, 1.0, 0.14285714285714285, 0.2857142857142857, 2.4285714285714284 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 14, 15, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 11, 10, 10, 10, 10, 10, 10, 10, 10, 7, 15, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Clothing Shoes and Jewelry", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the Kindle Store and Books in the initial weeks, indicating a strong interest in reading materials. Over time, there is a notable concentration of reviews in the Books category, which dominates the early to mid-period of the sequence. Other categories such as Movies and TV, Clothing Shoes and Jewelry, and Home and Kitchen appear sporadically, primarily clustered around the 3 to 12-week mark. As the sequence progresses, there is a resurgence in Kindle Store reviews towards the end, while Books continue to be reviewed consistently throughout, with a slight increase in variety in the latter weeks. Overall, the trend shows a sustained engagement with Books, with occasional diversions into other categories." }, { "dim_process": 18, "seq_idx": 824, "seq_len": 47, "time_since_start": [ 0.0, 0.2857142857142857, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.285714285714286, 16.142857142857142, 16.142857142857142, 16.142857142857142, 16.142857142857142, 16.142857142857142, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.428571428571427, 16.428571428571427, 16.428571428571427, 16.428571428571427, 16.428571428571427, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.857142857142858, 16.857142857142858, 17.285714285714285, 17.571428571428573, 17.571428571428573, 17.714285714285715, 18.0, 18.0, 19.285714285714285, 19.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 15.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 1.2857142857142858, 0.0 ], "type_event": [ 1, 15, 13, 12, 1, 11, 6, 17, 5, 2, 4, 12, 4, 6, 17, 1, 4, 13, 5, 1, 1, 5, 13, 4, 11, 13, 1, 11, 4, 6, 9, 5, 2, 4, 13, 9, 1, 12, 0, 12, 1, 13, 1, 13, 11, 12, 5 ], "type_text": [ "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Industrial and Scientific", "Cell Phones and Accessories", "Automotive", "Pet Supplies", "Electronics", "Sports and Outdoors", "Electronics", "Industrial and Scientific", "Cell Phones and Accessories", "Tools and Home Improvement", "Electronics", "Patio Lawn and Garden", "Automotive", "Tools and Home Improvement", "Tools and Home Improvement", "Automotive", "Patio Lawn and Garden", "Electronics", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement", "Home and Kitchen", "Electronics", "Industrial and Scientific", "Office Products", "Automotive", "Pet Supplies", "Electronics", "Patio Lawn and Garden", "Office Products", "Tools and Home Improvement", "Sports and Outdoors", "Other", "Sports and Outdoors", "Tools and Home Improvement", "Patio Lawn and Garden", "Tools and Home Improvement", "Patio Lawn and Garden", "Home and Kitchen", "Sports and Outdoors", "Automotive" ], "description": "The sequence of product reviews begins with a review in the Tools and Home Improvement category, followed by a review in Clothing Shoes and Jewelry shortly after. A significant cluster of reviews occurs around the 15-week mark, where multiple categories, including Patio Lawn and Garden, Sports and Outdoors, and various others, are reviewed simultaneously. Following this, there is a consistent pattern of reviews in Electronics, Tools and Home Improvement, and Automotive categories that continue to appear frequently in the subsequent weeks. The reviews show a gradual increase in frequency and variety, with a notable concentration of reviews in the later weeks, particularly in Sports and Outdoors and Patio Lawn and Garden, leading up to the final entries at week 19." }, { "dim_process": 18, "seq_idx": 825, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.0, 1.8571428571428572, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.714285714285714, 7.0, 7.0, 7.0, 7.0, 7.0, 7.0, 14.571428571428571, 14.571428571428571, 14.571428571428571, 14.571428571428571, 16.0, 16.0, 16.0, 16.0, 16.0, 18.428571428571427, 18.428571428571427, 18.428571428571427, 18.714285714285715, 18.714285714285715, 20.0, 20.0, 21.571428571428573, 21.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 1.8571428571428572, 2.5714285714285716, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 2.2857142857142856, 0.0, 0.0, 0.0, 0.0, 0.0, 7.571428571428571, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.0, 0.0, 2.4285714285714284, 0.0, 0.0, 0.2857142857142857, 0.0, 1.2857142857142858, 0.0, 1.5714285714285714, 0.0 ], "type_event": [ 1, 11, 5, 8, 8, 0, 14, 12, 10, 9, 4, 6, 13, 11, 8, 1, 2, 4, 12, 1, 11, 5, 0, 4, 1, 9, 5, 4, 10, 11, 6, 13, 4, 1, 11, 4, 11, 4, 15, 4, 11, 15 ], "type_text": [ "Tools and Home Improvement", "Home and Kitchen", "Automotive", "Toys and Games", "Toys and Games", "Other", "Movies and TV", "Sports and Outdoors", "Books", "Office Products", "Electronics", "Industrial and Scientific", "Patio Lawn and Garden", "Home and Kitchen", "Toys and Games", "Tools and Home Improvement", "Pet Supplies", "Electronics", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Automotive", "Other", "Electronics", "Tools and Home Improvement", "Office Products", "Automotive", "Electronics", "Books", "Home and Kitchen", "Industrial and Scientific", "Patio Lawn and Garden", "Electronics", "Tools and Home Improvement", "Home and Kitchen", "Electronics", "Home and Kitchen", "Electronics", "Clothing Shoes and Jewelry", "Electronics", "Home and Kitchen", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a cluster of reviews in the Tools and Home Improvement, Home and Kitchen, and Automotive categories, all submitted within the first week. Following this initial period, there is a significant increase in reviews around the fourth week, primarily in the Toys and Games category, along with a variety of other categories. After the fourth week, reviews continue to be submitted across multiple categories, with notable activity occurring again around the seventh week and later at the fourteenth and sixteenth weeks. The sequence shows a trend of more diverse reviews emerging over time, particularly in the Electronics and Home and Kitchen categories, with a gradual increase in the number of categories reviewed as time progresses." }, { "dim_process": 18, "seq_idx": 826, "seq_len": 52, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.4285714285714284, 2.857142857142857, 3.5714285714285716, 3.857142857142857, 4.571428571428571, 5.0, 5.142857142857143, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.571428571428571, 8.0, 8.571428571428571, 8.857142857142858, 10.428571428571429, 10.571428571428571, 12.0, 12.857142857142858, 13.285714285714286, 13.428571428571429, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.428571428571427, 17.0, 17.142857142857142, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.0, 18.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 1.4285714285714286, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with all entries falling within a continuous time frame. The reviews begin shortly after the initial timestamp and continue to be submitted regularly over the course of several weeks, showing a consistent pattern of activity. There are clusters of reviews occurring in the early weeks, with a gradual increase in the interval between reviews as time progresses. Overall, the trend indicates a sustained interest in the books category throughout the entire period, with no other categories represented." }, { "dim_process": 18, "seq_idx": 827, "seq_len": 52, "time_since_start": [ 0.0, 0.0, 0.7142857142857143, 0.7142857142857143, 1.1428571428571428, 1.1428571428571428, 2.7142857142857144, 2.7142857142857144, 3.7142857142857144, 3.7142857142857144, 4.0, 5.857142857142857, 5.857142857142857, 6.714285714285714, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.714285714285714, 8.0, 8.857142857142858, 9.857142857142858, 9.857142857142858, 10.0, 10.714285714285714, 10.714285714285714, 11.0, 11.857142857142858, 11.857142857142858, 12.0, 12.0, 12.285714285714286, 12.714285714285714, 13.0, 13.714285714285714, 13.714285714285714, 13.714285714285714, 14.142857142857142, 15.428571428571429, 16.285714285714285, 16.714285714285715, 17.285714285714285, 17.714285714285715, 17.714285714285715, 18.285714285714285, 19.0, 19.428571428571427, 21.714285714285715, 22.428571428571427, 23.714285714285715, 24.0, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.7142857142857143, 0.0, 0.42857142857142855, 0.0, 1.5714285714285714, 0.0, 1.0, 0.0, 0.2857142857142857, 1.8571428571428572, 0.0, 0.8571428571428571, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 1.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.8571428571428571, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.0, 0.0, 0.42857142857142855, 1.2857142857142858, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.0, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 2.2857142857142856, 0.7142857142857143, 1.2857142857142858, 0.2857142857142857, 0.42857142857142855 ], "type_event": [ 2, 11, 9, 7, 7, 9, 7, 9, 2, 10, 9, 10, 1, 11, 7, 11, 4, 1, 7, 7, 1, 11, 7, 7, 7, 14, 7, 7, 10, 1, 12, 11, 7, 10, 9, 7, 12, 2, 3, 10, 7, 1, 7, 10, 9, 4, 13, 9, 7, 11, 9, 7 ], "type_text": [ "Pet Supplies", "Home and Kitchen", "Office Products", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Office Products", "Grocery and Gourmet Food", "Office Products", "Pet Supplies", "Books", "Office Products", "Books", "Tools and Home Improvement", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Tools and Home Improvement", "Home and Kitchen", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Movies and TV", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Books", "Tools and Home Improvement", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Office Products", "Grocery and Gourmet Food", "Sports and Outdoors", "Pet Supplies", "Arts Crafts and Sewing", "Books", "Grocery and Gourmet Food", "Tools and Home Improvement", "Grocery and Gourmet Food", "Books", "Office Products", "Electronics", "Patio Lawn and Garden", "Office Products", "Grocery and Gourmet Food", "Home and Kitchen", "Office Products", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews begins with submissions in the Pet Supplies and Home and Kitchen categories, both occurring simultaneously at the start. Grocery and Gourmet Food and Office Products reviews appear frequently in the early weeks, showing a pattern of clustering around weeks 0 to 3. As time progresses, there is a noticeable increase in reviews for Grocery and Gourmet Food, with several submissions occurring in close succession. Later in the sequence, categories such as Books, Tools and Home Improvement, and Electronics emerge, indicating a diversification of review topics. Office Products maintains a consistent presence throughout the timeline, with multiple reviews appearing at various intervals, particularly in the middle and later weeks." }, { "dim_process": 18, "seq_idx": 828, "seq_len": 54, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 1.2857142857142858, 2.7142857142857144, 3.142857142857143, 3.857142857142857, 4.0, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.0, 5.428571428571429, 6.142857142857143, 7.285714285714286, 7.714285714285714, 9.428571428571429, 9.857142857142858, 10.0, 10.428571428571429, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.714285714285714, 12.714285714285714, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.285714285714286, 15.0, 16.0, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.0, 17.428571428571427, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 18.428571428571427, 20.428571428571427, 21.0, 21.142857142857142, 21.428571428571427, 22.0, 23.285714285714285, 24.285714285714285, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 0.42857142857142855, 1.7142857142857142, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 2.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 1.0, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 16, 16, 16, 10, 16, 10, 10, 16, 16, 10, 10, 16, 10, 16, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 16, 10, 16, 10, 10, 16, 16, 10, 16, 16, 16, 16, 10, 16, 16, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category in the initial weeks, with multiple reviews clustered closely together. Over time, there is a noticeable shift towards the \"Kindle Store\" category, which starts to appear more frequently, particularly after the first week. As the sequence progresses, reviews in both categories continue to alternate, but the \"Kindle Store\" reviews become more prevalent, especially in the later weeks. The pattern shows that while both categories are reviewed consistently, \"Books\" reviews tend to occur earlier, with \"Kindle Store\" reviews increasing in frequency as time goes on." }, { "dim_process": 18, "seq_idx": 829, "seq_len": 52, "time_since_start": [ 0.0, 0.5714285714285714, 1.0, 1.2857142857142858, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 3.5714285714285716, 4.0, 4.285714285714286, 4.857142857142857, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.714285714285714, 7.0, 7.285714285714286, 7.428571428571429, 8.0, 8.857142857142858, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.714285714285714, 11.571428571428571, 11.857142857142858, 12.0, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.428571428571429, 13.857142857142858, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.428571428571429, 16.0, 16.0, 16.0, 16.857142857142858, 17.142857142857142, 17.714285714285715, 18.142857142857142, 18.714285714285715, 19.857142857142858, 20.714285714285715 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 0.0, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 15, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 20 weeks. Reviews for \"Kindle Store\" appear sporadically, primarily clustered around the 4-week and 15-week marks, with a notable occurrence at 19.86 weeks. The reviews for \"Clothing Shoes and Jewelry\" are isolated, occurring at the 16-week point. Overall, there is a clear trend of concentrated activity in the \"Books\" category throughout the timeline, with other categories being less frequent and appearing later in the sequence." }, { "dim_process": 18, "seq_idx": 830, "seq_len": 70, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 2.0, 2.0, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.714285714285714, 5.571428571428571, 5.714285714285714, 6.714285714285714, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.857142857142857, 7.857142857142857, 8.0, 8.571428571428571, 8.857142857142858, 9.0, 17.857142857142858, 18.142857142857142, 18.285714285714285, 18.285714285714285, 18.571428571428573, 18.714285714285715, 18.714285714285715, 18.857142857142858, 19.0, 19.0, 19.142857142857142, 19.285714285714285, 19.428571428571427, 19.571428571428573, 19.714285714285715, 20.428571428571427, 20.428571428571427, 21.285714285714285, 21.714285714285715, 22.428571428571427, 23.142857142857142, 23.285714285714285, 23.428571428571427, 23.571428571428573, 25.0, 25.142857142857142, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 1.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 8.857142857142858, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.0 ], "type_event": [ 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, with multiple reviews clustered in the initial weeks. The \"Kindle Store\" category appears less frequently but is interspersed among the book reviews, particularly in the earlier and later parts of the timeline. Notably, there is a significant gap in the timeline after the initial reviews, followed by a resurgence of activity with both categories being reviewed, indicating a pattern of sustained engagement with books over time, punctuated by periodic reviews of the Kindle Store." }, { "dim_process": 18, "seq_idx": 831, "seq_len": 122, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.0, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.8571428571428572, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.0, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 4.857142857142857, 4.857142857142857, 5.0, 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0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285 ], "type_event": [ 0, 0, 0, 14, 14, 0, 0, 0, 0, 14, 0, 4, 0, 0, 0, 14, 0, 14, 0, 0, 14, 0, 10, 13, 14, 0, 14, 0, 0, 0, 0, 0, 0, 0, 14, 0, 14, 10, 0, 14, 0, 10, 0, 0, 14, 0, 14, 10, 14, 0, 0, 14, 0, 14, 14, 0, 0, 0, 0, 0, 0, 0, 14, 0, 0, 14, 14, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 14, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0, 14, 0, 0, 14, 0, 0, 0, 0, 0, 14, 0, 0, 0, 14, 0, 0, 0, 0, 0, 14, 0, 0, 0, 0, 0, 0, 0, 0, 0, 14, 0, 0, 0, 0 ], "type_text": [ "Other", "Other", "Other", "Movies and TV", "Movies and TV", "Other", "Other", "Other", "Other", "Movies and TV", "Other", "Electronics", "Other", "Other", "Other", "Movies and TV", "Other", "Movies and TV", "Other", "Other", "Movies and TV", "Other", "Books", "Patio Lawn and Garden", "Movies and TV", "Other", "Movies and TV", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Movies and TV", "Other", "Movies and TV", "Books", "Other", "Movies and TV", "Other", "Books", "Other", "Other", "Movies and TV", "Other", "Movies and TV", "Books", "Movies and TV", "Other", "Other", "Movies and TV", "Other", "Movies and TV", "Movies and TV", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Movies and TV", "Other", "Other", "Movies and TV", "Movies and TV", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Movies and TV", "Other", "Other", "Other", "Electronics", "Other", "Other", "Other", "Other", "Other", "Other", "Movies and TV", "Other", "Other", "Movies and TV", "Other", "Other", "Other", "Other", "Other", "Movies and TV", "Other", "Other", "Other", "Movies and TV", "Other", "Other", "Other", "Other", "Other", "Movies and TV", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Movies and TV", "Other", "Other", "Other", "Other" ], "description": "The sequence of product reviews begins with a cluster of \"Other\" category reviews in the initial weeks, followed by a gradual introduction of \"Movies and TV\" reviews around the first week. As time progresses, \"Movies and TV\" reviews become more frequent, particularly between the second and fourth weeks, with a notable increase in their occurrence. After the fourth week, the \"Other\" category remains consistently present alongside \"Movies and TV,\" while \"Books\" and \"Electronics\" reviews appear sporadically. The sequence shows a trend of increasing engagement with \"Movies and TV\" over time, particularly in the later weeks, while \"Other\" reviews maintain a steady presence throughout." }, { "dim_process": 18, "seq_idx": 832, "seq_len": 50, "time_since_start": [ 0.0, 1.4285714285714286, 1.5714285714285714, 2.0, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.5714285714285716, 4.0, 4.428571428571429, 5.0, 5.142857142857143, 5.714285714285714, 7.428571428571429, 7.714285714285714, 7.714285714285714, 7.857142857142857, 8.571428571428571, 8.857142857142858, 9.428571428571429, 9.571428571428571, 10.142857142857142, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 12.428571428571429, 13.0, 13.142857142857142, 13.285714285714286, 13.714285714285714, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.714285714285714, 16.571428571428573, 17.714285714285715, 19.571428571428573, 24.428571428571427, 25.571428571428573 ], "time_since_last_event": [ 0.0, 1.4285714285714286, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 1.7142857142857142, 0.2857142857142857, 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 1.8571428571428572, 4.857142857142857, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The user primarily reviews books in the early weeks, with a notable cluster of reviews occurring between weeks 0 and 17. The \"Kindle Store\" reviews are interspersed throughout the sequence, typically appearing after several book reviews, with a few concentrated around the 2 to 5-week mark and a later review at week 24. Overall, the reviews suggest a sustained interest in books, with occasional engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 833, "seq_len": 62, "time_since_start": [ 0.0, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.571428571428571, 9.714285714285714, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 10.857142857142858, 11.285714285714286, 11.428571428571429, 11.714285714285714, 11.714285714285714, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.857142857142858, 14.857142857142858, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.714285714285714, 16.0, 16.142857142857142, 16.142857142857142, 16.285714285714285, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.571428571428573, 17.285714285714285, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.714285714285715, 19.571428571428573, 20.285714285714285, 20.714285714285715, 21.0, 21.428571428571427, 23.857142857142858 ], "time_since_last_event": [ 0.0, 7.714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 2.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Initially, all reviews are for \"Books,\" with a gradual introduction of \"Kindle Store\" reviews starting around the 9-week mark. The \"Kindle Store\" reviews appear intermittently, often clustered around specific weeks, while the majority of reviews remain in the \"Books\" category throughout the timeline. The frequency of reviews in both categories continues steadily, with a notable increase in \"Kindle Store\" reviews occurring later in the sequence." }, { "dim_process": 18, "seq_idx": 834, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.0, 1.5714285714285714, 2.857142857142857, 3.0, 3.4285714285714284, 4.0, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.0, 5.285714285714286, 6.285714285714286, 6.714285714285714, 7.0, 7.428571428571429, 7.571428571428571, 9.0, 9.142857142857142, 9.571428571428571, 9.857142857142858, 10.0, 10.571428571428571, 11.142857142857142, 11.857142857142858, 12.285714285714286, 13.0, 13.428571428571429, 13.571428571428571, 14.428571428571429, 15.0, 15.142857142857142, 15.571428571428571, 16.428571428571427, 16.857142857142858, 17.571428571428573, 21.714285714285715, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 4.142857142857143, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable cluster of reviews occurring within the first 17 weeks. The reviews predominantly occur in a steady pattern, with only one review in the \"Kindle Store\" category appearing at week 9. After this brief shift, the user returns to reviewing books, maintaining a high frequency of submissions throughout the timeline, particularly concentrated in the earlier weeks. The review activity gradually tapers off after week 17, indicating a decline in review submissions over time." }, { "dim_process": 18, "seq_idx": 835, "seq_len": 48, "time_since_start": [ 0.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.714285714285714, 5.142857142857143, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.0, 7.428571428571429, 7.571428571428571, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.0, 9.714285714285714, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.285714285714286, 12.0, 12.285714285714286, 15.571428571428571, 16.428571428571427, 16.714285714285715, 17.0, 17.142857142857142, 17.285714285714285, 17.857142857142858, 18.428571428571427, 21.428571428571427, 21.571428571428573 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 3.2857142857142856, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 3.0, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews for books, with a notable concentration of these reviews occurring in the first several weeks. The user submitted a single review for the Kindle Store around the fourth week, but this is surrounded by a continuous stream of book reviews. After the initial cluster, reviews remain consistent over time, with a slight increase in frequency observed in the later weeks, particularly around the 17th week. Overall, the pattern shows a sustained focus on books throughout the entire period, with minimal variation in review categories." }, { "dim_process": 18, "seq_idx": 836, "seq_len": 95, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.4285714285714286, 1.7142857142857142, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.0, 3.2857142857142856, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.428571428571429, 5.428571428571429, 5.857142857142857, 6.0, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.571428571428571, 10.0, 10.142857142857142, 10.571428571428571, 10.571428571428571, 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11, 12, 2, 0, 10, 11, 11, 7 ], "type_text": [ "Grocery and Gourmet Food", "Books", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Office Products", "Books", "Books", "Home and Kitchen", "Books", "Tools and Home Improvement", "Books", "Grocery and Gourmet Food", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Toys and Games", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Electronics", "Other", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Books", "Pet Supplies", "Books", "Books", "Automotive", "Books", "Books", "Books", "Automotive", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Books", "Books", "Books", "Office Products", "Sports and Outdoors", "Books", "Other", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Other", "Books", "Other", "Books", "Other", "Books", "Books", "Books", "Books", "Home and Kitchen", "Other", "Toys and Games", "Home and Kitchen", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Home and Kitchen", "Sports and Outdoors", "Pet Supplies", "Other", "Books", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews shows a clear trend of frequent engagement with the \"Books\" category, which appears consistently throughout the timeline, particularly clustering in the early and later weeks. Other categories such as \"Clothing Shoes and Jewelry,\" \"Tools and Home Improvement,\" and \"Home and Kitchen\" also receive attention, but their occurrences are more sporadic. There is a notable increase in reviews for \"Grocery and Gourmet Food\" towards the end of the sequence, indicating a later interest in this category. Additionally, several reviews for \"Other\" categories appear intermittently, suggesting a varied interest alongside the dominant focus on books. Overall, the review pattern indicates a primary focus on books with other categories being explored at different intervals." }, { "dim_process": 18, "seq_idx": 837, "seq_len": 124, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.0, 1.4285714285714286, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 6.428571428571429, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 9.0, 9.142857142857142, 9.285714285714286, 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10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features a consistent focus on the \"Books\" category, with a notable concentration of reviews occurring in the early weeks. While the majority of reviews are for books, there are intermittent entries for the \"Kindle Store,\" which appear sporadically throughout the timeline, particularly around the 14-week and 19-week marks. Overall, the reviews show a trend of clustering around the \"Books\" category, with a gradual increase in the frequency of reviews over time, particularly in the initial weeks, before stabilizing in later weeks." }, { "dim_process": 18, "seq_idx": 838, "seq_len": 40, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.4285714285714286, 2.142857142857143, 3.0, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.142857142857143, 4.571428571428571, 4.714285714285714, 6.285714285714286, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.571428571428571, 8.0, 8.142857142857142, 8.285714285714286, 9.857142857142858, 10.714285714285714, 11.285714285714286, 11.428571428571429, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.0, 13.428571428571429, 15.857142857142858, 16.0, 17.142857142857142, 17.857142857142858, 18.142857142857142, 19.428571428571427, 20.0, 21.571428571428573, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 2.4285714285714284, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 1.2857142857142858, 0.5714285714285714, 1.5714285714285714, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 20 weeks. The initial reviews predominantly fall within the first few weeks, with a notable cluster occurring between weeks 0 and 12. Reviews for the \"Kindle Store\" category appear less frequently, specifically at weeks 4, 19, and 20, indicating they are submitted later in the sequence. Overall, the trend reveals a strong emphasis on books early on, with a gradual introduction of Kindle Store reviews towards the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 839, "seq_len": 41, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.285714285714286, 7.285714285714286, 7.285714285714286, 8.142857142857142, 10.0, 11.142857142857142, 11.142857142857142, 11.142857142857142, 11.142857142857142, 11.142857142857142, 12.857142857142858, 12.857142857142858, 12.857142857142858, 12.857142857142858, 12.857142857142858, 12.857142857142858, 12.857142857142858, 12.857142857142858, 12.857142857142858, 12.857142857142858, 12.857142857142858, 13.714285714285714, 17.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 1.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.571428571428571, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 1.8571428571428572, 1.1428571428571428, 0.0, 0.0, 0.0, 0.0, 1.7142857142857142, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 3.4285714285714284 ], "type_event": [ 11, 2, 14, 4, 10, 12, 8, 14, 11, 15, 4, 3, 1, 15, 12, 10, 5, 2, 10, 15, 4, 10, 15, 12, 1, 11, 10, 6, 10, 12, 9, 13, 14, 7, 15, 5, 4, 2, 16, 12, 11 ], "type_text": [ "Home and Kitchen", "Pet Supplies", "Movies and TV", "Electronics", "Books", "Sports and Outdoors", "Toys and Games", "Movies and TV", "Home and Kitchen", "Clothing Shoes and Jewelry", "Electronics", "Arts Crafts and Sewing", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Automotive", "Pet Supplies", "Books", "Clothing Shoes and Jewelry", "Electronics", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Books", "Industrial and Scientific", "Books", "Sports and Outdoors", "Office Products", "Patio Lawn and Garden", "Movies and TV", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Automotive", "Electronics", "Pet Supplies", "Kindle Store", "Sports and Outdoors", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first week, including Home and Kitchen, Pet Supplies, Movies and TV, and Electronics. As time progresses, there is a notable clustering of reviews around the 1.57-week mark, where multiple categories such as Books, Sports and Outdoors, and Clothing Shoes and Jewelry are reviewed simultaneously. A significant gap follows until around the 7-week mark, where reviews resume, again showing a mix of categories but with a notable increase in Books and Clothing Shoes and Jewelry. The trend continues with more reviews being submitted around the 11-week mark, where categories such as Sports and Outdoors, Tools and Home Improvement, and Home and Kitchen appear together. The sequence concludes with a final review for Home and Kitchen at the 17-week mark, indicating a return to that category after a series of diverse submissions." }, { "dim_process": 18, "seq_idx": 840, "seq_len": 46, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 1.5714285714285714, 2.142857142857143, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.428571428571429, 5.142857142857143, 6.0, 6.285714285714286, 6.714285714285714, 8.0, 8.571428571428571, 9.0, 9.142857142857142, 9.142857142857142, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.857142857142858, 13.0, 13.857142857142858, 14.142857142857142, 14.857142857142858, 15.0, 16.0, 17.142857142857142, 17.428571428571427, 17.857142857142858, 18.0, 18.142857142857142, 18.428571428571427, 19.857142857142858, 21.142857142857142, 21.285714285714285, 22.142857142857142, 23.0, 24.571428571428573, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.0, 2.2857142857142856, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.0, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 1.2857142857142858, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 1.5714285714285714, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books" ], "description": "The user predominantly submitted reviews in the \"Books\" category, with a consistent pattern of reviews occurring at regular intervals over time. There is a single instance of a review in the \"Grocery and Gourmet Food\" category, which appears after a series of \"Books\" reviews. Additionally, a review in the \"Home and Kitchen\" category occurs later in the sequence. Overall, the majority of reviews cluster around the \"Books\" category, with minimal diversification into other categories, primarily occurring towards the end of the timeline." }, { "dim_process": 18, "seq_idx": 841, "seq_len": 44, "time_since_start": [ 0.0, 0.2857142857142857, 1.2857142857142858, 1.8571428571428572, 2.4285714285714284, 3.0, 3.2857142857142856, 3.7142857142857144, 4.0, 4.428571428571429, 4.857142857142857, 5.428571428571429, 5.571428571428571, 6.0, 6.571428571428571, 7.428571428571429, 8.142857142857142, 9.142857142857142, 10.428571428571429, 10.857142857142858, 11.428571428571429, 12.285714285714286, 12.857142857142858, 13.0, 13.0, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.142857142857142, 14.285714285714286, 14.571428571428571, 15.0, 15.428571428571429, 15.571428571428571, 15.571428571428571, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.0, 17.285714285714285, 17.714285714285715, 17.857142857142858, 18.285714285714285, 20.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 1.0, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.7142857142857143, 1.0, 1.2857142857142858, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The user predominantly submitted reviews for books, with a consistent pattern of reviews occurring at regular intervals over a span of weeks. The first review appears shortly after the start of the timeline, and the frequency of book reviews remains high throughout, with a notable cluster of reviews occurring in the early weeks. Reviews for the Kindle Store appear later in the sequence, specifically around the 13-week mark and again at the 20-week mark, indicating a distinct separation from the earlier book reviews. Overall, the trend shows a sustained focus on books, with Kindle Store reviews introduced intermittently." }, { "dim_process": 18, "seq_idx": 842, "seq_len": 43, "time_since_start": [ 0.0, 0.5714285714285714, 1.0, 1.1428571428571428, 1.5714285714285714, 2.2857142857142856, 3.0, 3.142857142857143, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 5.142857142857143, 5.428571428571429, 5.571428571428571, 6.285714285714286, 7.0, 7.285714285714286, 7.428571428571429, 8.285714285714286, 8.571428571428571, 9.142857142857142, 9.285714285714286, 9.571428571428571, 10.0, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.428571428571429, 13.0, 13.571428571428571, 13.857142857142858, 14.285714285714286, 14.428571428571429, 14.571428571428571, 15.428571428571429, 15.571428571428571, 16.428571428571427, 16.714285714285715, 17.571428571428573, 18.571428571428573, 18.714285714285715, 22.857142857142858, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 1.0, 0.14285714285714285, 4.142857142857143, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 1, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted in quick succession during the initial weeks. The first review of \"Tools and Home Improvement\" appears around the 1.57-week mark, but it is a singular instance compared to the consistent pattern of book reviews. After a sustained period of book reviews, there is a shift towards the \"Kindle Store\" category towards the end of the sequence, indicating a transition in the user's review focus. Overall, the reviews are heavily clustered in the early weeks, primarily centered around books, with a notable diversification occurring only later in the timeline." }, { "dim_process": 18, "seq_idx": 843, "seq_len": 45, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 3.0, 3.2857142857142856, 3.5714285714285716, 4.428571428571429, 4.571428571428571, 4.857142857142857, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.571428571428571, 6.0, 6.285714285714286, 6.714285714285714, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.714285714285714, 9.0, 9.428571428571429, 9.571428571428571, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.0, 14.142857142857142, 15.285714285714286, 16.0, 16.571428571428573, 16.857142857142858 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 1.1428571428571428, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted over time. The reviews begin at week zero and continue to cluster primarily within the first 17 weeks, with a noticeable concentration of reviews occurring in the earlier weeks. The \"Kindle Store\" category appears infrequently, with reviews submitted at weeks 4.86, 12.43, and 13.0, indicating these reviews are less frequent compared to the overwhelming number of \"Books\" reviews. Overall, the trend indicates a sustained interest in books throughout the observed period, with occasional reviews for the Kindle Store interspersed." }, { "dim_process": 18, "seq_idx": 844, "seq_len": 41, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 1.5714285714285714, 2.5714285714285716, 3.0, 3.142857142857143, 4.428571428571429, 4.428571428571429, 4.571428571428571, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.571428571428571, 6.571428571428571, 9.0, 9.285714285714286, 9.285714285714286, 9.571428571428571, 9.571428571428571, 9.571428571428571, 9.571428571428571, 11.714285714285714, 11.857142857142858, 13.714285714285714, 14.142857142857142, 14.714285714285714, 14.714285714285714, 14.714285714285714, 15.857142857142858, 16.428571428571427, 17.142857142857142, 20.142857142857142, 20.285714285714285, 21.285714285714285, 21.714285714285715, 23.285714285714285, 23.714285714285715, 24.0 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 1.0, 0.14285714285714285, 1.0, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 1.0, 2.4285714285714284, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 2.142857142857143, 0.14285714285714285, 1.8571428571428572, 0.42857142857142855, 0.5714285714285714, 0.0, 0.0, 1.1428571428571428, 0.5714285714285714, 0.7142857142857143, 3.0, 0.14285714285714285, 1.0, 0.42857142857142855, 1.5714285714285714, 0.42857142857142855, 0.2857142857142857 ], "type_event": [ 10, 7, 7, 15, 2, 2, 12, 4, 8, 12, 1, 11, 1, 1, 1, 11, 10, 2, 7, 10, 10, 0, 8, 2, 11, 1, 15, 12, 15, 11, 10, 10, 0, 11, 11, 7, 11, 8, 11, 11, 11 ], "type_text": [ "Books", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Pet Supplies", "Pet Supplies", "Sports and Outdoors", "Electronics", "Toys and Games", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Home and Kitchen", "Books", "Pet Supplies", "Grocery and Gourmet Food", "Books", "Books", "Other", "Toys and Games", "Pet Supplies", "Home and Kitchen", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Books", "Other", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Toys and Games", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen" ], "description": "The sequence of product reviews begins with early entries in the Books and Grocery categories, followed by a gradual introduction of reviews across various categories such as Clothing, Pet Supplies, and Sports. As time progresses, there is a notable clustering of reviews in the Home and Kitchen category, particularly in the later weeks, indicating a strong focus on this area. Additionally, there are multiple reviews for Pet Supplies and Books that appear intermittently throughout the timeline, while Tools and Home Improvement reviews peak around the mid-point of the sequence. Overall, the review activity shows a trend of increasing diversity in categories over time, with certain categories becoming more prominent in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 845, "seq_len": 73, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.0, 1.1428571428571428, 1.4285714285714286, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 3.142857142857143, 4.142857142857143, 4.285714285714286, 5.142857142857143, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 7.142857142857143, 7.285714285714286, 8.142857142857142, 8.428571428571429, 8.714285714285714, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.142857142857142, 10.428571428571429, 10.714285714285714, 11.142857142857142, 11.428571428571429, 11.714285714285714, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.0, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.285714285714286, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.714285714285715, 18.0, 18.142857142857142, 18.285714285714285, 18.857142857142858, 19.285714285714285, 19.857142857142858, 20.571428571428573, 23.857142857142858, 25.142857142857142, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.0, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 3.2857142857142856, 1.2857142857142858, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, submitted consistently over time. The reviews begin at the start of the timeline and continue at a steady pace, with a noticeable clustering of reviews occurring in the earlier weeks. As time progresses, the frequency of reviews remains relatively consistent, with occasional gaps in submission. Overall, the trend indicates a sustained interest in reviewing books throughout the entire period, with no significant shifts in the type of review submitted." }, { "dim_process": 18, "seq_idx": 846, "seq_len": 63, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.0, 1.8571428571428572, 2.0, 2.142857142857143, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 4.0, 4.857142857142857, 5.0, 6.0, 6.285714285714286, 6.857142857142857, 7.0, 8.0, 8.142857142857142, 8.285714285714286, 9.0, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.0, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.0, 11.142857142857142, 12.0, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.0, 13.285714285714286, 14.0, 14.285714285714286, 14.714285714285714, 14.857142857142858, 15.0, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.0, 17.285714285714285, 17.857142857142858, 18.0, 19.0, 20.142857142857142, 21.0, 21.142857142857142, 21.714285714285715, 22.0, 23.857142857142858, 24.285714285714285, 24.428571428571427, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 1.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.0, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.8571428571428572, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted over a span of several weeks. The reviews cluster primarily within the first 24 weeks, with a notable concentration in the earlier weeks, particularly between weeks 0 and 18. Towards the end of the sequence, there is a slight shift as reviews for the \"Kindle Store\" category emerge, but they follow after a long series of \"Books\" reviews. Overall, the timing indicates a sustained engagement with book-related content before a transition to Kindle-related reviews." }, { "dim_process": 18, "seq_idx": 847, "seq_len": 55, "time_since_start": [ 0.0, 0.0, 0.7142857142857143, 1.4285714285714286, 1.7142857142857142, 2.4285714285714284, 2.7142857142857144, 3.0, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.0, 5.571428571428571, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.714285714285714, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.571428571428571, 9.714285714285714, 9.857142857142858, 9.857142857142858, 10.0, 10.0, 10.142857142857142, 11.0, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.428571428571429, 12.714285714285714, 13.0, 13.857142857142858, 14.142857142857142, 14.428571428571429, 15.0, 15.428571428571429, 15.857142857142858, 17.142857142857142, 17.857142857142858, 17.857142857142858, 19.0, 19.714285714285715, 19.857142857142858, 20.714285714285715, 21.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 0.7142857142857143, 0.0, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 1.0 ], "type_event": [ 16, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with an initial focus on the Kindle Store and Books, with early reviews occurring simultaneously in both categories. Over the first few weeks, there is a notable cluster of reviews predominantly in the Books category, which continues to be the primary focus throughout the sequence. Reviews for the Kindle Store appear more sporadically, with a gradual increase in frequency around the 6-week mark and again later in the sequence. As time progresses, there is a consistent pattern of reviews, with the majority being for Books, while the Kindle Store reviews become more concentrated in the latter part of the timeline. Overall, Books dominate the review submissions, particularly in the earlier weeks, with Kindle Store reviews emerging more prominently in the later stages." }, { "dim_process": 18, "seq_idx": 848, "seq_len": 77, "time_since_start": [ 0.0, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.428571428571429, 4.571428571428571, 5.0, 5.428571428571429, 5.714285714285714, 6.0, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.714285714285714, 8.0, 8.142857142857142, 8.285714285714286, 8.714285714285714, 8.857142857142858, 8.857142857142858, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.0, 10.714285714285714, 10.857142857142858, 10.857142857142858, 11.142857142857142, 11.428571428571429, 11.714285714285714, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.571428571428571, 13.714285714285714, 14.0, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.285714285714286, 16.0, 16.142857142857142, 16.571428571428573, 16.714285714285715, 17.285714285714285, 17.428571428571427, 18.285714285714285, 18.428571428571427, 21.0, 21.142857142857142, 21.285714285714285, 21.571428571428573, 21.714285714285715, 22.0, 22.571428571428573, 22.857142857142858, 23.857142857142858, 24.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 1.7142857142857142, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 2.5714285714285716, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.0, 0.14285714285714285, 1.1428571428571428 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a notable concentration of reviews occurring in the earlier weeks. The \"Kindle Store\" reviews appear sporadically, primarily clustered around the 1.71 to 3.57 week range and again from the 21.0 week mark onward. There is a consistent pattern of reviewing \"Books\" throughout the timeline, with only occasional interspersed reviews of the \"Kindle Store,\" indicating a strong preference for books over time. The reviews are predominantly submitted in clusters, with multiple entries often occurring in close succession within a single week." }, { "dim_process": 18, "seq_idx": 849, "seq_len": 46, "time_since_start": [ 0.0, 0.5714285714285714, 1.0, 1.4285714285714286, 2.2857142857142856, 2.857142857142857, 3.5714285714285716, 4.0, 4.714285714285714, 5.0, 5.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.428571428571429, 9.285714285714286, 9.571428571428571, 9.714285714285714, 10.0, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 12.0, 12.285714285714286, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 14.0, 14.428571428571429, 14.571428571428571, 15.0, 16.0, 16.571428571428573, 22.714285714285715, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.0, 0.5714285714285714, 6.142857142857143, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently from the beginning of the timeline through to the majority of the sequence. Reviews for the Kindle Store appear intermittently, with the first occurrence noted after several weeks of book reviews. There is a noticeable clustering of book reviews in the early part of the timeline, followed by a gradual decrease in frequency over time, while Kindle Store reviews are less frequent and tend to occur later in the sequence. Overall, the pattern indicates a strong initial focus on books, with Kindle Store reviews emerging at specific intervals." }, { "dim_process": 18, "seq_idx": 850, "seq_len": 48, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.8571428571428572, 2.0, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 5.142857142857143, 5.571428571428571, 6.428571428571429, 6.571428571428571, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.571428571428571, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.714285714285714, 12.285714285714286, 12.714285714285714, 13.142857142857142, 13.428571428571429, 13.571428571428571, 14.0, 14.571428571428571, 14.714285714285714, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.142857142857142, 21.857142857142858, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 5.714285714285714, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews for books, with a consistent pattern of submissions occurring over time. Most reviews are clustered within the first 16 weeks, predominantly focusing on books, with a notable transition to a review for the Kindle Store occurring at week 16. After this point, the reviews for books continue, with a few submissions appearing later in the timeline, indicating a sustained interest in books throughout the observed period. Overall, the reviews are heavily concentrated in the early weeks, with fewer submissions as time progresses." }, { "dim_process": 18, "seq_idx": 851, "seq_len": 47, "time_since_start": [ 0.0, 1.0, 1.5714285714285714, 2.2857142857142856, 2.7142857142857144, 3.142857142857143, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.857142857142857, 5.285714285714286, 5.571428571428571, 6.0, 6.285714285714286, 6.714285714285714, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.285714285714286, 9.714285714285714, 10.142857142857142, 10.285714285714286, 10.571428571428571, 11.0, 11.428571428571429, 12.142857142857142, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.857142857142858, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.285714285714286, 15.714285714285714, 16.142857142857142, 16.714285714285715, 18.285714285714285, 18.571428571428573, 19.0, 19.714285714285715, 21.0, 21.857142857142858 ], "time_since_last_event": [ 0.0, 1.0, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 1.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.2857142857142858, 0.8571428571428571 ], "type_event": [ 16, 10, 10, 10, 10, 5, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Automotive", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with an initial review in the Kindle Store, followed by a series of reviews predominantly in the Books category, which continues to be the primary focus throughout the timeline. The reviews for Books are clustered closely together, particularly in the early weeks, with a noticeable peak around weeks 3 to 12. There are occasional reviews for the Kindle Store interspersed, but they occur less frequently compared to the Books reviews. Overall, the trend shows a strong and sustained interest in Books, with the majority of reviews concentrated in the first half of the timeline." }, { "dim_process": 18, "seq_idx": 852, "seq_len": 53, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 3.2857142857142856, 3.4285714285714284, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.0, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.714285714285714, 10.0, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.0, 13.0, 13.285714285714286, 14.0, 15.285714285714286, 15.571428571428571, 15.714285714285714, 16.285714285714285, 17.285714285714285, 17.428571428571427, 17.857142857142858, 18.142857142857142, 18.714285714285715, 19.285714285714285, 19.428571428571427, 20.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 2.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The reviews for \"Kindle Store\" appear less frequently and are clustered primarily in the early and mid-parts of the timeline. Overall, the majority of reviews occur at regular intervals, with a notable concentration of \"Books\" reviews in the later weeks, indicating sustained engagement with this category throughout the observed period." }, { "dim_process": 18, "seq_idx": 853, "seq_len": 68, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.0, 2.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.857142857142857, 6.0, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.0, 8.428571428571429, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.0, 11.285714285714286, 12.142857142857142, 12.428571428571429, 13.142857142857142, 14.0, 14.142857142857142, 14.428571428571429, 14.857142857142858, 15.428571428571429, 16.142857142857142, 16.857142857142858, 17.285714285714285, 17.428571428571427, 17.571428571428573, 18.142857142857142, 19.857142857142858, 20.428571428571427, 21.285714285714285, 22.285714285714285, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.7142857142857142, 0.5714285714285714, 0.8571428571428571, 1.0, 3.2857142857142856 ], "type_event": [ 17, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Cell Phones and Accessories", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with two categories: Cell Phones and Accessories and Books, both submitted at the start. Following this initial submission, there is a significant clustering of reviews predominantly in the Books category, which continues consistently over an extended period. The reviews show a gradual increase in frequency, particularly within the Books category, with a notable shift occurring around the 8-week mark when a review for the Kindle Store is submitted alongside additional book reviews. Overall, the pattern indicates a strong and sustained focus on Books, with minimal diversification into other categories throughout the timeline." }, { "dim_process": 18, "seq_idx": 854, "seq_len": 86, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 4.142857142857143, 4.142857142857143, 5.0, 5.0, 5.142857142857143, 6.0, 6.0, 6.428571428571429, 6.428571428571429, 6.857142857142857, 6.857142857142857, 7.571428571428571, 8.714285714285714, 9.857142857142858, 10.285714285714286, 10.285714285714286, 10.571428571428571, 10.571428571428571, 10.714285714285714, 10.714285714285714, 11.0, 11.0, 11.142857142857142, 11.142857142857142, 11.428571428571429, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.142857142857142, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.0, 15.285714285714286, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.571428571428571, 16.428571428571427, 16.428571428571427, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.714285714285715, 16.714285714285715, 16.857142857142858, 16.857142857142858, 17.0, 17.0, 17.285714285714285, 18.0, 18.0, 18.142857142857142, 18.142857142857142, 18.857142857142858, 18.857142857142858, 21.0, 21.285714285714285, 21.714285714285715, 21.714285714285715, 21.857142857142858, 22.0, 22.714285714285715, 22.714285714285715, 22.857142857142858, 23.142857142857142, 23.285714285714285, 23.857142857142858, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 2.857142857142857, 0.0, 0.8571428571428571, 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.0, 0.7142857142857143, 1.1428571428571428, 1.1428571428571428, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.8571428571428571, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.7142857142857143, 0.0, 2.142857142857143, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.0 ], "type_event": [ 10, 16, 16, 10, 10, 16, 10, 16, 16, 10, 16, 10, 16, 10, 16, 10, 16, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 16, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 16, 10, 7, 10, 16, 10, 16, 16, 4, 10, 16, 10, 16, 10, 10, 16, 16, 16, 10, 16, 10, 16, 10, 16, 16, 10, 16, 16, 16, 10, 16, 16, 16, 16, 16, 7 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Grocery and Gourmet Food", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Electronics", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews shows a consistent pattern of the user alternating between the \"Books\" and \"Kindle Store\" categories, particularly in the early weeks, with both categories receiving reviews almost simultaneously. Over time, there is a noticeable increase in the frequency of reviews for \"Books,\" especially after the initial weeks, while \"Kindle Store\" reviews continue to appear regularly. Additionally, there are isolated instances of reviews for \"Grocery and Gourmet Food\" and \"Electronics,\" which appear later in the sequence, indicating a diversification of review categories as time progresses. The events tend to cluster around the \"Books\" and \"Kindle Store\" categories, with the latter being more prominent in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 855, "seq_len": 47, "time_since_start": [ 0.0, 1.2857142857142858, 1.7142857142857142, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.5714285714285716, 3.5714285714285716, 4.714285714285714, 4.714285714285714, 5.857142857142857, 5.857142857142857, 6.142857142857143, 6.142857142857143, 6.571428571428571, 6.714285714285714, 6.714285714285714, 6.714285714285714, 8.142857142857142, 9.142857142857142, 9.714285714285714, 10.857142857142858, 11.285714285714286, 13.285714285714286, 13.571428571428571, 14.142857142857142, 14.571428571428571, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 17.285714285714285, 17.285714285714285, 17.714285714285715, 17.714285714285715, 18.142857142857142, 19.0, 20.714285714285715, 20.714285714285715, 20.714285714285715, 20.714285714285715, 21.142857142857142, 21.571428571428573, 22.285714285714285, 22.285714285714285 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 1.0, 1.1428571428571428, 0.0, 1.1428571428571428, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 1.4285714285714286, 1.0, 0.5714285714285714, 1.1428571428571428, 0.42857142857142855, 2.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.7142857142857142, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.8571428571428571, 1.7142857142857142, 0.0, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.0 ], "type_event": [ 11, 11, 11, 11, 7, 11, 9, 11, 9, 11, 7, 7, 11, 11, 0, 11, 11, 9, 7, 11, 12, 11, 7, 15, 12, 7, 11, 11, 13, 1, 7, 8, 5, 15, 0, 11, 7, 7, 12, 11, 15, 12, 7, 13, 15, 0, 3 ], "type_text": [ "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Office Products", "Home and Kitchen", "Office Products", "Home and Kitchen", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Home and Kitchen", "Home and Kitchen", "Other", "Home and Kitchen", "Home and Kitchen", "Office Products", "Grocery and Gourmet Food", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Grocery and Gourmet Food", "Home and Kitchen", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement", "Grocery and Gourmet Food", "Toys and Games", "Automotive", "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Other", "Arts Crafts and Sewing" ], "description": "The sequence of product reviews shows a predominant focus on the \"Home and Kitchen\" category, with multiple entries clustered in the early weeks. The reviews for \"Grocery and Gourmet Food\" appear frequently, particularly around the 2 to 6-week mark, indicating a trend of early engagement with this category. As time progresses, reviews diversify into other categories such as \"Sports and Outdoors,\" \"Clothing Shoes and Jewelry,\" and \"Patio Lawn and Garden,\" with notable clustering of reviews in the 16 to 22-week range. Overall, the sequence reflects an initial concentration on home-related products, followed by a gradual expansion into a broader array of categories over time." }, { "dim_process": 18, "seq_idx": 856, "seq_len": 45, "time_since_start": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 1.2857142857142858, 2.857142857142857, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.571428571428571, 5.571428571428571, 6.142857142857143, 6.142857142857143, 7.0, 7.428571428571429, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.428571428571429, 9.428571428571429, 10.285714285714286, 10.428571428571429, 10.428571428571429, 10.428571428571429, 11.0, 11.0, 15.428571428571429, 17.142857142857142, 17.142857142857142, 17.142857142857142, 20.285714285714285, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 1.5714285714285714, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 1.0, 0.5714285714285714, 0.0, 0.8571428571428571, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.0, 4.428571428571429, 1.7142857142857142, 0.0, 0.0, 3.142857142857143, 3.857142857142857 ], "type_event": [ 10, 10, 4, 4, 4, 10, 10, 10, 15, 14, 9, 10, 10, 1, 0, 12, 10, 10, 14, 17, 0, 10, 10, 10, 14, 6, 10, 14, 10, 14, 10, 10, 4, 14, 14, 10, 13, 14, 12, 10, 7, 15, 4, 7, 7 ], "type_text": [ "Books", "Books", "Electronics", "Electronics", "Electronics", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Movies and TV", "Office Products", "Books", "Books", "Tools and Home Improvement", "Other", "Sports and Outdoors", "Books", "Books", "Movies and TV", "Cell Phones and Accessories", "Other", "Books", "Books", "Books", "Movies and TV", "Industrial and Scientific", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Books", "Electronics", "Movies and TV", "Movies and TV", "Books", "Patio Lawn and Garden", "Movies and TV", "Sports and Outdoors", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Electronics", "Grocery and Gourmet Food", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews begins with a focus on Books and Electronics in the initial weeks, with a notable clustering of Books early on. As time progresses, there is a diversification into various categories, including Clothing, Movies and TV, and Office Products, particularly around the third week. Reviews for Movies and TV increase significantly in the later weeks, while Books continue to be reviewed consistently throughout the timeline. There is a resurgence of Grocery and Gourmet Food reviews towards the end of the sequence, indicating a shift in focus after several weeks of varied categories." }, { "dim_process": 18, "seq_idx": 857, "seq_len": 40, "time_since_start": [ 0.0, 0.42857142857142855, 1.1428571428571428, 1.5714285714285714, 2.0, 3.4285714285714284, 3.7142857142857144, 5.142857142857143, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.0, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.0, 11.285714285714286, 12.714285714285714, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.0, 14.428571428571429, 15.857142857142858, 16.0, 16.142857142857142, 16.857142857142858, 19.0, 19.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 1.4285714285714286, 0.2857142857142857, 1.4285714285714286, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 2.142857142857143, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category throughout the entire timeline. Reviews are submitted at regular intervals, particularly in the early weeks, with a noticeable clustering of reviews occurring between weeks 7 and 10. The frequency of reviews appears to decrease slightly after week 16, indicating a potential shift in review activity over time, but the category remains constant with no introduction of other types of products. Overall, the user maintains a steady engagement with book reviews over the observed period." }, { "dim_process": 18, "seq_idx": 858, "seq_len": 49, "time_since_start": [ 0.0, 1.1428571428571428, 1.1428571428571428, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 3.0, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 4.0, 4.0, 4.142857142857143, 4.571428571428571, 4.571428571428571, 4.857142857142857, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.428571428571429, 6.571428571428571, 7.0, 7.857142857142857, 7.857142857142857, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.571428571428571, 10.0, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.857142857142858, 12.571428571428571, 13.0, 13.857142857142858, 14.857142857142858, 15.0, 15.285714285714286, 15.571428571428571, 18.857142857142858, 18.857142857142858, 19.0, 20.857142857142858 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.0, 1.2857142857142858, 0.0, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 1.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.7142857142857143, 0.42857142857142855, 0.8571428571428571, 1.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 3.2857142857142856, 0.0, 0.14285714285714285, 1.8571428571428572 ], "type_event": [ 4, 13, 9, 1, 2, 5, 5, 2, 4, 5, 9, 1, 1, 5, 9, 1, 10, 11, 2, 9, 4, 5, 5, 1, 5, 5, 5, 11, 11, 11, 11, 7, 11, 7, 9, 4, 11, 4, 4, 4, 9, 5, 1, 1, 6, 1, 7, 5, 5 ], "type_text": [ "Electronics", "Patio Lawn and Garden", "Office Products", "Tools and Home Improvement", "Pet Supplies", "Automotive", "Automotive", "Pet Supplies", "Electronics", "Automotive", "Office Products", "Tools and Home Improvement", "Tools and Home Improvement", "Automotive", "Office Products", "Tools and Home Improvement", "Books", "Home and Kitchen", "Pet Supplies", "Office Products", "Electronics", "Automotive", "Automotive", "Tools and Home Improvement", "Automotive", "Automotive", "Automotive", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Office Products", "Electronics", "Home and Kitchen", "Electronics", "Electronics", "Electronics", "Office Products", "Automotive", "Tools and Home Improvement", "Tools and Home Improvement", "Industrial and Scientific", "Tools and Home Improvement", "Grocery and Gourmet Food", "Automotive", "Automotive" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with a notable clustering of reviews in certain periods. Initially, reviews for Electronics and various home improvement categories appear within the first few weeks. As time progresses, there is a significant concentration of Automotive reviews, particularly between weeks 3 and 20. Additionally, Home and Kitchen products are frequently reviewed around weeks 7 to 10, while Electronics reviews reemerge prominently after week 5. Overall, the review activity reflects a pattern of varied interests with certain categories, like Automotive and Home and Kitchen, receiving more attention during specific time frames." }, { "dim_process": 18, "seq_idx": 859, "seq_len": 40, "time_since_start": [ 0.0, 0.7142857142857143, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 2.142857142857143, 3.0, 3.2857142857142856, 3.5714285714285716, 4.285714285714286, 4.571428571428571, 4.571428571428571, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 8.0, 8.857142857142858, 8.857142857142858, 9.0, 9.571428571428571, 9.714285714285714, 10.285714285714286, 13.0, 14.714285714285714, 14.857142857142858, 15.571428571428571, 16.428571428571427, 17.142857142857142, 17.571428571428573, 17.857142857142858, 18.0, 18.0, 18.714285714285715, 19.571428571428573, 21.142857142857142, 22.428571428571427, 23.142857142857142, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.0, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.8571428571428571, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 2.7142857142857144, 1.7142857142857142, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.7142857142857143, 0.8571428571428571, 1.5714285714285714, 1.2857142857142858, 0.7142857142857143, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 1, 16, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the first few weeks. As time progresses, there are occasional reviews in the \"Kindle Store\" and \"Other\" categories, but \"Books\" remains the predominant category throughout. The reviews for \"Kindle Store\" appear more frequently after the initial weeks, particularly clustered around the 6 to 9-week mark. Towards the end of the sequence, reviews continue to predominantly feature \"Books,\" with some additional reviews in \"Tools and Home Improvement\" and \"Kindle Store.\" Overall, the trend shows a consistent interest in \"Books,\" with other categories appearing sporadically." }, { "dim_process": 18, "seq_idx": 860, "seq_len": 74, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 3.0, 3.142857142857143, 3.7142857142857144, 4.0, 4.142857142857143, 4.714285714285714, 5.428571428571429, 5.571428571428571, 6.0, 6.428571428571429, 7.285714285714286, 7.428571428571429, 7.714285714285714, 8.142857142857142, 8.285714285714286, 9.0, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.0, 11.142857142857142, 11.428571428571429, 11.857142857142858, 12.0, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 13.857142857142858, 14.0, 15.0, 15.142857142857142, 15.285714285714286, 15.571428571428571, 15.714285714285714, 15.857142857142858, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.0, 17.285714285714285, 18.0, 18.142857142857142, 18.285714285714285, 19.0, 20.0, 20.285714285714285, 20.428571428571427, 20.857142857142858, 22.0, 22.142857142857142, 23.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.8571428571428571, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted over an extended period. The majority of reviews occur in the early weeks, with a gradual decline in frequency as time progresses. There is a notable cluster of reviews around the 15-week mark, where a shift to include a review for the \"Kindle Store\" occurs, but the trend continues to favor \"Books\" thereafter. Additionally, a single review for \"Office Products\" appears later in the sequence, indicating a brief diversification before returning to the primary focus on books. Overall, the review activity is heavily concentrated in the initial weeks, with less frequent submissions as time goes on." }, { "dim_process": 18, "seq_idx": 861, "seq_len": 125, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.714285714285714, 4.857142857142857, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.857142857142858, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.285714285714286, 11.571428571428571, 11.571428571428571, 11.714285714285714, 11.714285714285714, 11.857142857142858, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 13.0, 13.142857142857142, 13.285714285714286, 13.857142857142858, 14.0, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.142857142857142, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.571428571428573, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.571428571428573, 17.714285714285715, 18.0, 19.142857142857142, 19.571428571428573, 22.285714285714285, 22.857142857142858, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 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0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 2.7142857142857144, 0.5714285714285714, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with a consistent pattern of reviews submitted over time. The reviews for \"Books\" occur continuously, especially in the earlier weeks, with a notable concentration of activity in the first 18 weeks. The \"Kindle Store\" reviews appear sporadically, primarily clustered around specific weeks, particularly after the initial period of \"Books\" reviews, suggesting a gradual introduction of this category alongside the ongoing focus on \"Books.\" Overall, the trend shows a strong emphasis on \"Books\" throughout the sequence, with \"Kindle Store\" reviews interspersed at various points." }, { "dim_process": 18, "seq_idx": 862, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 4.714285714285714, 4.857142857142857, 5.0, 5.857142857142857, 6.0, 7.0, 7.285714285714286, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.285714285714286, 10.0, 11.428571428571429, 11.714285714285714, 12.0, 13.142857142857142, 13.428571428571429, 13.714285714285714, 14.285714285714286, 14.714285714285714, 15.0, 15.285714285714286, 15.571428571428571, 16.428571428571427, 17.142857142857142, 17.428571428571427, 17.714285714285715, 18.0, 18.714285714285715, 19.0, 19.285714285714285, 20.142857142857142, 21.142857142857142, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 2.5714285714285716, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.0, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 1.0, 2.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over a span of time, particularly concentrated in the initial weeks. A notable transition occurs around the 6-week mark when a review in the \"Other\" category is submitted, but this is followed by a return to \"Books.\" The frequency of reviews remains high for \"Books\" throughout the timeline, with a gradual increase in the intervals between submissions as time progresses. Towards the end of the sequence, there is a single review for the \"Kindle Store,\" indicating a diversification in review categories after a sustained period of focusing on books." }, { "dim_process": 18, "seq_idx": 863, "seq_len": 52, "time_since_start": [ 0.0, 1.2857142857142858, 1.5714285714285714, 2.142857142857143, 2.7142857142857144, 3.0, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 4.0, 4.714285714285714, 4.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 7.0, 7.428571428571429, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.285714285714286, 9.0, 9.142857142857142, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.428571428571429, 10.857142857142858, 11.428571428571429, 11.857142857142858, 12.0, 12.428571428571429, 13.142857142857142, 13.285714285714286, 14.142857142857142, 15.0, 15.0, 15.857142857142858, 16.0, 16.857142857142858, 17.285714285714285, 17.285714285714285, 18.0, 18.285714285714285, 20.142857142857142, 20.857142857142858, 21.857142857142858, 22.142857142857142, 22.857142857142858 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.0, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.0, 0.7142857142857143, 0.2857142857142857, 1.8571428571428572, 0.7142857142857143, 1.0, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the earlier weeks. The reviews for the \"Kindle Store\" category appear less frequently and tend to cluster around specific points, often following periods of increased activity in the \"Books\" category. Notably, there are several clusters of reviews for both categories, with \"Books\" reviews dominating the sequence, especially in the later weeks. Overall, the pattern indicates a sustained interest in books, with intermittent reviews for the Kindle Store occurring at various intervals." }, { "dim_process": 18, "seq_idx": 864, "seq_len": 48, "time_since_start": [ 0.0, 0.42857142857142855, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.2857142857142856, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 4.428571428571429, 5.0, 5.285714285714286, 5.428571428571429, 6.285714285714286, 6.428571428571429, 7.0, 7.142857142857143, 7.285714285714286, 8.142857142857142, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.285714285714286, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.428571428571429, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 13.857142857142858, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.571428571428571, 16.428571428571427, 17.142857142857142, 17.285714285714285, 18.142857142857142, 18.571428571428573, 21.285714285714285, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.8571428571428571, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 2.7142857142857144, 3.2857142857142856 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which dominates the timeline with a high frequency of entries. Reviews for the \"Kindle Store\" appear less frequently and are primarily clustered around the earlier and later parts of the sequence. The reviews begin with a few entries in the first few weeks, followed by a notable increase in activity around the 1 to 3-week mark, and then maintain a steady output with occasional peaks throughout the timeline. Overall, the pattern indicates a strong preference for reviewing books, with Kindle Store reviews serving as occasional diversions." }, { "dim_process": 18, "seq_idx": 865, "seq_len": 51, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 2.0, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.2857142857142856, 3.7142857142857144, 4.0, 4.285714285714286, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.571428571428571, 6.142857142857143, 6.571428571428571, 7.0, 8.285714285714286, 8.857142857142858, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.428571428571429, 11.0, 11.142857142857142, 12.0, 12.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.285714285714286, 14.714285714285714, 14.857142857142858, 15.285714285714286, 15.571428571428571, 16.0, 16.285714285714285, 16.857142857142858, 17.428571428571427, 17.857142857142858, 18.571428571428573, 19.0, 20.714285714285715, 22.0, 24.428571428571427, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 1.7142857142857142, 1.2857142857142858, 2.4285714285714284, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly features entries in the \"Books\" category, which are submitted consistently throughout the timeline, particularly in the initial weeks. Reviews for the \"Kindle Store\" category appear less frequently, with notable entries occurring primarily after the first month. There are clusters of \"Books\" reviews, especially in the early and mid-periods, with a few isolated \"Kindle Store\" reviews interspersed. The frequency of \"Books\" reviews remains high towards the end of the sequence, while \"Kindle Store\" reviews tend to appear at intervals, suggesting a pattern of sustained interest in books with occasional engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 866, "seq_len": 87, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.0, 2.2857142857142856, 2.5714285714285716, 3.0, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.0, 4.571428571428571, 4.714285714285714, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.285714285714286, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.571428571428571, 8.571428571428571, 8.714285714285714, 9.285714285714286, 9.571428571428571, 9.857142857142858, 9.857142857142858, 10.285714285714286, 10.714285714285714, 11.0, 11.142857142857142, 12.0, 12.0, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.571428571428571, 14.285714285714286, 14.428571428571429, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.285714285714286, 15.571428571428571, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.0, 16.142857142857142, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.0, 17.285714285714285, 17.571428571428573, 17.857142857142858, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.714285714285715, 19.428571428571427, 19.428571428571427, 20.571428571428573, 22.0, 23.714285714285715, 24.142857142857142, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 0.42857142857142855, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 15, 10, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 7, 10, 10, 1, 0, 10, 10, 10, 10, 4, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 15, 10, 7, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 10, 10, 10, 10, 11, 10, 14, 14, 2, 11, 11, 10 ], "type_text": [ "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Books", "Tools and Home Improvement", "Other", "Books", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Movies and TV", "Movies and TV", "Pet Supplies", "Home and Kitchen", "Home and Kitchen", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently throughout the timeline. Reviews for \"Home and Kitchen\" and \"Clothing Shoes and Jewelry\" appear intermittently, often clustered around the 3 to 7-week mark and again around the 15-week mark. Other categories such as \"Grocery and Gourmet Food,\" \"Office Products,\" and \"Movies and TV\" appear less frequently and are primarily concentrated in the later weeks of the sequence. Overall, there is a clear trend of sustained engagement with the \"Books\" category, while other categories are reviewed in a more sporadic manner." }, { "dim_process": 18, "seq_idx": 867, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 1.0, 1.0, 1.0, 1.0, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.8571428571428572, 0.0, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 8, 1, 13, 12, 7, 11, 0, 17, 1, 9, 6, 11, 12, 0, 12, 15, 11, 9, 0, 0, 8, 3, 15, 4, 13, 0, 12, 1, 6, 11, 7, 10, 9, 17, 11, 5, 13, 15, 6, 12 ], "type_text": [ "Toys and Games", "Tools and Home Improvement", "Patio Lawn and Garden", "Sports and Outdoors", "Grocery and Gourmet Food", "Home and Kitchen", "Other", "Cell Phones and Accessories", "Tools and Home Improvement", "Office Products", "Industrial and Scientific", "Home and Kitchen", "Sports and Outdoors", "Other", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Office Products", "Other", "Other", "Toys and Games", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Electronics", "Patio Lawn and Garden", "Other", "Sports and Outdoors", "Tools and Home Improvement", "Industrial and Scientific", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Office Products", "Cell Phones and Accessories", "Home and Kitchen", "Automotive", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the first two weeks, including Toys and Games, Tools and Home Improvement, and Sports and Outdoors. As time progresses, there is a noticeable clustering of reviews around the 1-week mark, particularly in categories like Sports and Outdoors and Home and Kitchen. By the third week, the reviews continue to expand in variety but show a concentration in Home and Kitchen, Automotive, and Clothing Shoes and Jewelry. Overall, the early submissions are more varied, while later submissions exhibit both a mix of categories and a tendency to revisit previously reviewed categories." }, { "dim_process": 18, "seq_idx": 868, "seq_len": 56, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 2.0, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 3.4285714285714284, 4.0, 4.428571428571429, 5.0, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.142857142857143, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 10.0, 10.142857142857142, 10.285714285714286, 10.857142857142858, 11.142857142857142, 12.0, 12.142857142857142, 12.428571428571429, 12.571428571428571, 13.142857142857142, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.428571428571429, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.428571428571427, 17.0, 17.857142857142858, 21.857142857142858, 23.571428571428573, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 4.0, 1.7142857142857142, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted over a span of several weeks. The reviews begin at week 0 and continue to cluster closely together, particularly in the first 15 weeks, indicating a high frequency of submissions. After the 15-week mark, there is a brief introduction of a review for the \"Kindle Store,\" followed by a return to the \"Books\" category. The overall trend indicates a sustained interest in books throughout the entire period, with a notable concentration of reviews occurring earlier in the timeline." }, { "dim_process": 18, "seq_idx": 869, "seq_len": 48, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 1.7142857142857142, 2.0, 2.4285714285714284, 2.7142857142857144, 4.0, 4.285714285714286, 5.714285714285714, 6.285714285714286, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 8.714285714285714, 9.0, 9.857142857142858, 9.857142857142858, 10.142857142857142, 10.285714285714286, 12.0, 13.142857142857142, 13.571428571428571, 13.857142857142858, 14.0, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.0, 15.285714285714286, 16.0, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.714285714285715, 18.0, 18.714285714285715, 18.857142857142858, 19.857142857142858, 20.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 1.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 1.4285714285714286, 0.5714285714285714, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.8571428571428571, 0.0, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.0, 0.2857142857142857 ], "type_event": [ 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 15, 14, 14, 14, 14, 14, 14, 14, 11, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14 ], "type_text": [ "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Home and Kitchen", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews shows a strong focus on the \"Movies and TV\" category, with a high frequency of reviews submitted consistently over time. Most reviews in this category occur in clusters, particularly in the earlier weeks and continuing steadily with only a few breaks. There is a notable instance of a review in the \"Clothing Shoes and Jewelry\" category at around six weeks, but it is surrounded by a predominance of \"Movies and TV\" reviews. A single review in the \"Home and Kitchen\" category appears later in the sequence, but overall, the trend indicates a sustained interest in \"Movies and TV\" throughout the entire period." }, { "dim_process": 18, "seq_idx": 870, "seq_len": 50, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.8571428571428572, 2.0, 2.5714285714285716, 3.2857142857142856, 3.857142857142857, 4.0, 4.285714285714286, 4.571428571428571, 5.0, 5.571428571428571, 6.0, 6.142857142857143, 6.571428571428571, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.428571428571429, 8.0, 8.428571428571429, 8.571428571428571, 9.0, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.571428571428571, 12.142857142857142, 12.857142857142858, 13.0, 13.857142857142858, 14.142857142857142, 14.428571428571429, 15.571428571428571, 16.0, 16.571428571428573, 17.428571428571427, 17.857142857142858, 18.0, 21.857142857142858, 22.428571428571427, 23.571428571428573, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 3.857142857142857, 0.5714285714285714, 1.1428571428571428, 0.42857142857142855 ], "type_event": [ 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The first review in the \"Kindle Store\" category occurs shortly after the initial review, but subsequent reviews in this category are less frequent and tend to cluster around specific weeks. The majority of reviews are concentrated in the earlier weeks, particularly within the first 10 weeks, with a gradual tapering off as time progresses. Overall, the reviews are primarily centered on \"Books,\" with intermittent entries for \"Kindle Store\" occurring at various intervals throughout the sequence." }, { "dim_process": 18, "seq_idx": 871, "seq_len": 52, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.0, 3.0, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.285714285714286, 5.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.714285714285714, 8.714285714285714, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.0, 10.285714285714286, 10.857142857142858, 11.428571428571429, 12.142857142857142, 12.285714285714286, 13.0, 13.714285714285714, 14.142857142857142, 14.428571428571429, 14.714285714285714, 15.428571428571429, 15.714285714285714, 16.714285714285715, 18.285714285714285, 19.0, 19.142857142857142, 20.285714285714285, 20.428571428571427, 21.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 1.0, 1.5714285714285714, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a significant majority of reviews submitted over time. The reviews begin with a cluster of entries in the initial weeks, predominantly in the first three weeks, and continue at a steady pace for several weeks thereafter. There is a single review in the \"Kindle Store\" category at around three weeks, but the trend returns to \"Books\" shortly after. The frequency of reviews appears to maintain a regular pattern, with some intervals of higher activity followed by periods of less frequent submissions, particularly noticeable in the later weeks of the sequence. Overall, the reviews demonstrate a sustained interest in books throughout the entire timeline." }, { "dim_process": 18, "seq_idx": 872, "seq_len": 48, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.5714285714285714, 2.0, 2.7142857142857144, 3.0, 3.142857142857143, 3.857142857142857, 4.142857142857143, 5.142857142857143, 7.0, 7.571428571428571, 7.857142857142857, 8.428571428571429, 9.0, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.857142857142858, 11.142857142857142, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.857142857142858, 14.0, 14.857142857142858, 15.0, 15.857142857142858, 16.0, 16.285714285714285, 16.857142857142858, 17.0, 18.714285714285715, 18.857142857142858, 19.285714285714285, 20.0, 20.142857142857142, 20.285714285714285, 20.714285714285715, 22.285714285714285, 23.142857142857142, 24.285714285714285, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.0, 1.8571428571428572, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 0.8571428571428571, 1.1428571428571428, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted at regular intervals over a span of several weeks. Most reviews occur in the first 20 weeks, with a notable concentration of reviews in the early weeks. A shift occurs around week 20, where a review in the \"Clothing Shoes and Jewelry\" category is submitted, followed by a return to reviewing books. The frequency of reviews appears to decrease slightly after week 20, with fewer reviews being submitted in the later weeks compared to the earlier period." }, { "dim_process": 18, "seq_idx": 873, "seq_len": 47, "time_since_start": [ 0.0, 0.7142857142857143, 1.0, 1.7142857142857142, 2.142857142857143, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.571428571428571, 4.714285714285714, 5.857142857142857, 6.285714285714286, 6.571428571428571, 7.0, 7.142857142857143, 7.571428571428571, 7.857142857142857, 8.857142857142858, 9.142857142857142, 9.571428571428571, 9.857142857142858, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.0, 11.857142857142858, 12.0, 12.142857142857142, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.714285714285714, 13.857142857142858, 14.714285714285714, 16.571428571428573, 16.714285714285715, 18.142857142857142, 18.285714285714285, 19.0, 20.428571428571427, 21.142857142857142, 22.0, 24.714285714285715, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 1.8571428571428572, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.7142857142857143, 1.4285714285714286, 0.7142857142857143, 0.8571428571428571, 2.7142857142857144, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly consists of entries categorized as \"Books,\" with a consistent pattern of submissions occurring over time. Initially, reviews are submitted at a relatively steady pace, with several entries clustered in the first few weeks. As time progresses, there are still regular submissions, but the frequency appears to fluctuate, with some longer gaps between reviews. Towards the end of the sequence, there is a notable introduction of a review for the \"Kindle Store,\" which occurs after a series of reviews for \"Books.\" Overall, the trend shows a sustained interest in the \"Books\" category throughout the entire timeframe, with a single review for the \"Kindle Store\" appearing later in the sequence." }, { "dim_process": 18, "seq_idx": 874, "seq_len": 50, "time_since_start": [ 0.0, 0.7142857142857143, 1.0, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 3.0, 3.142857142857143, 3.857142857142857, 4.142857142857143, 4.285714285714286, 5.142857142857143, 5.857142857142857, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.714285714285714, 7.142857142857143, 7.571428571428571, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.857142857142858, 10.0, 11.142857142857142, 11.285714285714286, 12.142857142857142, 12.571428571428571, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.571428571428571, 15.0, 15.142857142857142, 15.428571428571429, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.142857142857142, 17.428571428571427, 17.857142857142858, 18.142857142857142, 24.571428571428573, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.2857142857142857, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 6.428571428571429, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a significant number of reviews submitted in this category throughout the timeline. The reviews for \"Books\" are concentrated in the early weeks, with a gradual increase in frequency, peaking around the 18-week mark. The \"Kindle Store\" reviews appear less frequently, with two notable entries occurring at the 5.86-week and 24.57-week marks, indicating that these reviews are clustered at specific intervals rather than being evenly distributed. Overall, the pattern reveals a dominant trend of reviewing books, with intermittent reviews for the Kindle Store." }, { "dim_process": 18, "seq_idx": 875, "seq_len": 43, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.0, 2.857142857142857, 3.857142857142857, 4.0, 4.142857142857143, 4.714285714285714, 5.285714285714286, 6.428571428571429, 7.142857142857143, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.857142857142858, 9.857142857142858, 10.428571428571429, 10.857142857142858, 11.0, 11.285714285714286, 12.0, 13.0, 13.142857142857142, 14.714285714285714, 14.857142857142858, 15.0, 15.142857142857142, 15.714285714285714, 16.428571428571427, 16.857142857142858, 17.0, 17.142857142857142, 17.714285714285715, 18.428571428571427, 18.714285714285715, 18.857142857142858, 21.142857142857142, 21.857142857142858, 22.142857142857142, 22.857142857142858, 23.857142857142858, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 1.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 2.2857142857142856, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 1.0, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing books over an extended period, with a notable concentration of reviews occurring in the earlier weeks. The reviews for books are clustered closely together, particularly in the initial weeks, before tapering off slightly as time progresses. Toward the end of the sequence, there is a single review for clothing, shoes, and jewelry, which occurs significantly later than the majority of the book reviews, indicating a shift in focus at that point." }, { "dim_process": 18, "seq_idx": 876, "seq_len": 54, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 1.0, 1.1428571428571428, 1.8571428571428572, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 6.0, 7.0, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.857142857142858, 9.0, 9.285714285714286, 9.571428571428571, 10.571428571428571, 11.142857142857142, 11.142857142857142, 11.571428571428571, 11.714285714285714, 12.0, 12.428571428571429, 12.857142857142858, 13.0, 13.285714285714286, 13.571428571428571, 15.142857142857142, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.571428571428573, 17.571428571428573, 17.857142857142858, 18.0, 20.857142857142858, 20.857142857142858, 21.142857142857142, 22.0, 22.571428571428573, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 0.5714285714285714, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 2.857142857142857, 0.0, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 14, 10, 10, 10, 14, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 14, 10, 10, 10, 10, 14, 10, 10, 10, 16, 10, 10, 15, 10, 10, 10, 14, 10, 10, 10, 10, 10, 10, 14, 4, 10, 10, 10, 4, 14 ], "type_text": [ "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Electronics", "Books", "Books", "Books", "Electronics", "Movies and TV" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted in this category throughout the timeline. Reviews for \"Movies and TV\" appear intermittently, primarily clustered around the 1-week, 3-week, and later around the 15-week marks. Other categories, such as \"Kindle Store\" and \"Clothing Shoes and Jewelry,\" are reviewed less frequently and appear sporadically. The sequence suggests that the user consistently engages with \"Books\" early and often, while reviews for \"Movies and TV\" and other categories are more spaced out." }, { "dim_process": 18, "seq_idx": 877, "seq_len": 43, "time_since_start": [ 0.0, 0.8571428571428571, 1.1428571428571428, 1.7142857142857142, 2.2857142857142856, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.0, 5.285714285714286, 6.0, 6.142857142857143, 6.857142857142857, 8.0, 8.428571428571429, 8.714285714285714, 9.285714285714286, 9.857142857142858, 10.0, 10.142857142857142, 11.0, 12.285714285714286, 12.428571428571429, 12.714285714285714, 13.142857142857142, 13.857142857142858, 14.0, 15.142857142857142, 15.857142857142858, 16.428571428571427, 16.571428571428573, 17.0, 17.285714285714285, 17.857142857142858, 19.285714285714285, 20.142857142857142, 20.285714285714285, 21.0, 22.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 1.4285714285714286, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on the \"Books\" category. The reviews are clustered closely together in the early weeks, with a notable peak in frequency during the first 17 weeks. After this initial surge, there is a gradual decrease in the rate of submissions, with a few isolated reviews occurring in the later weeks. Overall, the majority of reviews are concentrated within the first 20 weeks, indicating a sustained interest in books during this period." }, { "dim_process": 18, "seq_idx": 878, "seq_len": 46, "time_since_start": [ 0.0, 0.14285714285714285, 1.4285714285714286, 1.5714285714285714, 2.0, 2.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.571428571428571, 4.571428571428571, 4.714285714285714, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 6.428571428571429, 7.571428571428571, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.0, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.428571428571429, 11.0, 11.571428571428571, 11.857142857142858, 12.0, 12.285714285714286, 12.857142857142858, 13.428571428571429, 13.714285714285714, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.0, 15.285714285714286, 15.857142857142858, 16.285714285714285, 17.285714285714285, 18.428571428571427, 22.142857142857142, 23.0, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.0, 1.1428571428571428, 3.7142857142857144, 0.8571428571428571, 1.2857142857142858 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews clustered in the early weeks, particularly between weeks 0 and 16. The \"Kindle Store\" reviews appear less frequently and are primarily concentrated around weeks 0, 4, 5, and 18. There is a noticeable trend of sustained engagement with \"Books\" throughout the timeline, with reviews continuing to be submitted up until week 24, while \"Kindle Store\" reviews are more sporadic and occur primarily in the earlier and later parts of the sequence." }, { "dim_process": 18, "seq_idx": 879, "seq_len": 51, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.0, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.7142857142857144, 4.857142857142857, 5.142857142857143, 5.142857142857143, 6.571428571428571, 7.571428571428571, 8.142857142857142, 8.285714285714286, 9.0, 9.571428571428571, 9.857142857142858, 10.0, 10.142857142857142, 11.857142857142858, 12.0, 12.285714285714286, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 14.142857142857142, 15.285714285714286, 15.571428571428571, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.857142857142858, 18.857142857142858, 19.142857142857142, 19.428571428571427, 19.857142857142858, 20.0, 20.428571428571427, 21.428571428571427, 22.428571428571427, 22.571428571428573, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.2857142857142857, 0.0, 1.4285714285714286, 1.0, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 1.0, 1.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.0, 1.0, 0.14285714285714285, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 16, 16, 16, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted in the initial weeks. Reviews for \"Kindle Store\" appear intermittently, often clustered around specific weeks, particularly after the initial surge of book reviews. Over time, there is a gradual increase in the frequency of \"Kindle Store\" reviews, especially in the later weeks, while \"Books\" reviews continue to be submitted consistently throughout the entire period. This pattern indicates a sustained interest in books, with a growing engagement with the Kindle Store as time progresses." }, { "dim_process": 18, "seq_idx": 880, "seq_len": 47, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 2.142857142857143, 2.2857142857142856, 3.0, 3.2857142857142856, 4.285714285714286, 6.0, 6.285714285714286, 7.142857142857143, 7.428571428571429, 7.571428571428571, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.0, 11.857142857142858, 11.857142857142858, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.0, 13.142857142857142, 13.714285714285714, 14.428571428571429, 15.0, 15.142857142857142, 16.0, 16.285714285714285, 16.714285714285715, 17.0, 17.857142857142858, 18.0, 19.0, 19.142857142857142, 21.285714285714285, 23.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.0, 1.7142857142857142, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 1.0, 0.14285714285714285, 2.142857142857143, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are consistently submitted over a period of time, with a notable cluster of activity occurring in the initial weeks. The reviews are primarily concentrated in the first 20 weeks, with a gradual decline in frequency as time progresses. A single review for the Kindle Store appears at week 11.86, but the majority of reviews remain focused on books throughout the timeline. Overall, the pattern shows a sustained interest in books with a few intervals of increased activity." }, { "dim_process": 18, "seq_idx": 881, "seq_len": 89, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 1.0, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.428571428571429, 5.0, 5.0, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.0, 8.714285714285714, 9.0, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.285714285714286, 13.571428571428571, 14.0, 14.285714285714286, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.285714285714286, 15.428571428571429, 15.571428571428571, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.285714285714285, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.0, 18.571428571428573, 19.857142857142858, 20.142857142857142, 20.428571428571427, 21.0, 21.0, 21.571428571428573, 22.285714285714285, 22.571428571428573, 24.428571428571427, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.0, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 1.8571428571428572, 0.14285714285714285 ], "type_event": [ 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 9, 13, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 13, 10, 10, 9, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Patio Lawn and Garden", "Books", "Books", "Office Products", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominance of book reviews, which occur consistently throughout the timeline, particularly in the earlier weeks. Kindle Store reviews appear intermittently, often clustering around the beginning, at several points in the middle, and again towards the end of the sequence. Other categories, such as Home and Kitchen, Office Products, and Patio Lawn and Garden, are reviewed less frequently and tend to appear later in the timeline. Overall, the trend indicates a strong focus on books, with other categories being secondary and less frequent." }, { "dim_process": 18, "seq_idx": 882, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.0, 2.4285714285714284, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.428571428571429, 5.142857142857143, 5.571428571428571, 5.714285714285714, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.714285714285714, 8.428571428571429, 8.857142857142858, 9.142857142857142, 9.285714285714286, 10.857142857142858, 11.714285714285714, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.714285714285714, 14.142857142857142, 14.714285714285714, 15.0, 15.142857142857142, 16.0, 16.714285714285715, 19.571428571428573, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.4285714285714286, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 2.857142857142857, 6.0 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with a single review for the \"Kindle Store\" occurring early in the timeline. Reviews are concentrated within the first 16 weeks, with a notable cluster of activity in the initial weeks. After week 16, there is a significant gap before additional reviews appear, with the final reviews occurring much later, indicating a long pause in activity before a resurgence in submissions. Overall, the majority of reviews are submitted consistently over time, primarily focused on books." }, { "dim_process": 18, "seq_idx": 883, "seq_len": 62, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.0, 1.1428571428571428, 2.0, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 2.857142857142857, 3.0, 3.857142857142857, 4.0, 4.142857142857143, 4.571428571428571, 4.714285714285714, 5.0, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.857142857142857, 6.857142857142857, 7.571428571428571, 8.142857142857142, 8.857142857142858, 9.0, 10.142857142857142, 10.285714285714286, 10.571428571428571, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.428571428571429, 13.428571428571429, 14.0, 14.142857142857142, 14.142857142857142, 14.714285714285714, 14.857142857142858, 15.571428571428571, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.714285714285715, 18.0, 18.142857142857142, 18.571428571428573, 18.714285714285715, 19.142857142857142, 19.285714285714285, 20.714285714285715, 22.142857142857142, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.0, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 1.4285714285714286, 1.1428571428571428 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple reviews consistently submitted over time. The reviews for \"Kindle Store\" appear less frequently and tend to cluster around specific weeks, often following a series of \"Books\" reviews. Initially, there is a gradual increase in review submissions, particularly for \"Books,\" which peaks around the middle of the timeline before continuing at a steady pace. Overall, the trend indicates a sustained interest in \"Books,\" with \"Kindle Store\" reviews interspersed throughout but occurring less frequently." }, { "dim_process": 18, "seq_idx": 884, "seq_len": 57, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.0, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 2.4285714285714284, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.857142857142857, 6.0, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 8.285714285714286, 9.0, 9.142857142857142, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.714285714285714, 12.857142857142858, 14.285714285714286, 14.714285714285714, 14.857142857142858, 15.0, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.428571428571427, 16.857142857142858, 17.0, 17.285714285714285, 18.142857142857142, 18.571428571428573, 19.285714285714285, 19.714285714285715, 21.714285714285715, 21.714285714285715, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.8571428571428572, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 2.0, 0.0, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time, particularly in the initial weeks. The reviews for \"Books\" cluster heavily in the first 22 weeks, with only a few instances of reviews for other categories, such as \"Kindle Store\" and \"Clothing Shoes and Jewelry,\" which appear later in the sequence. The review activity remains steady throughout the timeline, with no significant gaps or breaks in the frequency of submissions for the \"Books\" category. Overall, the reviews are primarily concentrated in the early part of the sequence, with a gradual continuation of submissions extending into later weeks." }, { "dim_process": 18, "seq_idx": 885, "seq_len": 62, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 2.0, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 3.0, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.571428571428571, 4.714285714285714, 5.0, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 5.857142857142857, 6.0, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.0, 7.428571428571429, 7.857142857142857, 8.714285714285714, 8.857142857142858, 9.0, 9.571428571428571, 11.0, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.0, 13.285714285714286, 14.428571428571429, 15.0, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.285714285714285, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.571428571428573, 17.714285714285715, 18.0, 18.428571428571427, 18.714285714285715, 19.571428571428573, 21.857142857142858, 22.0, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 2.2857142857142856, 0.14285714285714285, 2.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews for books, which are consistently submitted over a span of several weeks. The reviews begin at week zero and continue with a steady frequency, showing a notable cluster of activity in the early weeks. There is a single review for the Kindle Store at week 5.86, but the overwhelming majority of reviews remain focused on books throughout the entire timeline. The frequency of reviews appears to decrease slightly in the later weeks, with longer intervals between submissions observed as time progresses." }, { "dim_process": 18, "seq_idx": 886, "seq_len": 151, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.0, 5.142857142857143, 5.428571428571429, 5.714285714285714, 5.857142857142857, 5.857142857142857, 6.0, 6.142857142857143, 6.142857142857143, 6.428571428571429, 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10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which consistently appears throughout the timeline, often clustered together. Reviews for the \"Kindle Store\" category occur less frequently and tend to appear alongside or shortly after reviews for \"Books.\" There is a noticeable trend of increased activity in the early weeks, with a gradual tapering off over time, although reviews for both categories continue to be submitted regularly. The timing of \"Kindle Store\" reviews suggests they are often interspersed within longer stretches of \"Books\" reviews, indicating a pattern of simultaneous interest in both categories." }, { "dim_process": 18, "seq_idx": 887, "seq_len": 56, "time_since_start": [ 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.8571428571428572, 2.0, 2.0, 2.0, 2.0, 2.0, 2.2857142857142856, 3.857142857142857, 4.285714285714286, 6.285714285714286, 6.714285714285714, 6.714285714285714, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 9.428571428571429, 9.428571428571429, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.285714285714286, 11.0, 11.0, 12.285714285714286, 12.285714285714286, 12.285714285714286, 12.285714285714286, 13.0, 13.0, 13.0, 13.0, 14.285714285714286, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 17.142857142857142, 18.0, 18.0, 23.142857142857142, 23.142857142857142, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 1.5714285714285714, 0.42857142857142855, 2.0, 0.42857142857142855, 0.0, 1.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.1428571428571428, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 1.2857142857142858, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 1.2857142857142858, 2.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.8571428571428571, 0.0, 5.142857142857143, 0.0, 0.0 ], "type_event": [ 0, 10, 15, 3, 4, 12, 13, 10, 10, 10, 11, 13, 0, 8, 10, 10, 10, 10, 8, 10, 0, 13, 12, 9, 2, 8, 3, 14, 13, 10, 3, 10, 13, 0, 2, 0, 8, 15, 9, 11, 13, 15, 10, 4, 10, 15, 1, 10, 13, 17, 13, 11, 0, 0, 15, 13 ], "type_text": [ "Other", "Books", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Electronics", "Sports and Outdoors", "Patio Lawn and Garden", "Books", "Books", "Books", "Home and Kitchen", "Patio Lawn and Garden", "Other", "Toys and Games", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Other", "Patio Lawn and Garden", "Sports and Outdoors", "Office Products", "Pet Supplies", "Toys and Games", "Arts Crafts and Sewing", "Movies and TV", "Patio Lawn and Garden", "Books", "Arts Crafts and Sewing", "Books", "Patio Lawn and Garden", "Other", "Pet Supplies", "Other", "Toys and Games", "Clothing Shoes and Jewelry", "Office Products", "Home and Kitchen", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Books", "Electronics", "Books", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Books", "Patio Lawn and Garden", "Cell Phones and Accessories", "Patio Lawn and Garden", "Home and Kitchen", "Other", "Other", "Clothing Shoes and Jewelry", "Patio Lawn and Garden" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Other, Books, and various product types, all submitted within the first two weeks. A notable concentration of reviews in the Books category occurs early on, particularly between weeks 1 and 3. As time progresses, reviews continue to cluster around specific categories, such as Patio Lawn and Garden and Clothing Shoes and Jewelry, particularly around weeks 8 and 12. The frequency of reviews appears to increase in the later weeks, with a continued emphasis on Books and other diverse categories, culminating in a final cluster of reviews around week 23." }, { "dim_process": 18, "seq_idx": 888, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 2.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 5.0, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.428571428571429, 6.571428571428571, 7.428571428571429, 7.714285714285714, 8.142857142857142, 8.142857142857142, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.571428571428571, 10.142857142857142, 10.428571428571429, 13.0, 13.142857142857142, 13.571428571428571, 14.0, 14.857142857142858, 15.0, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 17.285714285714285, 17.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 2.142857142857143, 1.2857142857142858, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 2.5714285714285716, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews being submitted consistently over time, particularly in the initial weeks. The first review appears shortly after the start of the timeline, and there is a notable cluster of \"Books\" reviews occurring in the early to mid-weeks. The \"Kindle Store\" reviews are less frequent and primarily appear later in the sequence, with a few instances clustered around the 3.71 and 15.57 to 17.29 weeks. Overall, the trend indicates a strong initial engagement with \"Books,\" followed by a gradual introduction of \"Kindle Store\" reviews as time progresses." }, { "dim_process": 18, "seq_idx": 889, "seq_len": 72, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.4285714285714284, 3.4285714285714284, 4.0, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.142857142857143, 6.285714285714286, 7.0, 7.142857142857143, 7.142857142857143, 7.428571428571429, 8.0, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.0, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.0, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.285714285714286, 12.0, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.0, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.142857142857142, 15.857142857142858, 16.142857142857142, 16.428571428571427, 17.0, 17.142857142857142, 17.428571428571427, 17.857142857142858, 19.0, 19.285714285714285, 20.0, 20.857142857142858, 21.428571428571427, 21.714285714285715, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 16, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, particularly in the earlier weeks, where reviews are submitted more frequently. The \"Kindle Store\" category begins to appear around the first week and gradually increases in frequency, especially in the latter half of the timeline. There is a noticeable clustering of \"Books\" reviews, with multiple submissions occurring in close succession, while \"Kindle Store\" reviews tend to be more spaced out, especially in the later weeks. Overall, the trend indicates a shift from a strong emphasis on \"Books\" to a more balanced presence of \"Kindle Store\" reviews as time progresses." }, { "dim_process": 18, "seq_idx": 890, "seq_len": 45, "time_since_start": [ 0.0, 0.7142857142857143, 2.0, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.285714285714286, 6.571428571428571, 8.714285714285714, 9.0, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.714285714285714, 13.428571428571429, 13.571428571428571, 13.571428571428571, 14.428571428571429, 15.142857142857142, 15.571428571428571, 15.857142857142858, 16.142857142857142, 17.142857142857142, 18.0, 18.285714285714285, 18.428571428571427, 18.571428571428573, 20.714285714285715, 21.857142857142858, 24.428571428571427, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 2.142857142857143, 0.2857142857142857, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.0, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.0, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 2.142857142857143, 1.1428571428571428, 2.5714285714285716, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a series of reviews primarily in the Books category, concentrated in the initial weeks. As time progresses, there is a gradual introduction of reviews in the Kindle Store category, which starts to appear more frequently around the 2-week mark. The frequency of reviews in both categories fluctuates, with Books remaining the dominant category throughout the timeline. Notably, there are clusters of Kindle Store reviews emerging later in the sequence, particularly around the 10-week mark and again between the 20 and 25-week marks, indicating a pattern of increased activity in that category during those periods." }, { "dim_process": 18, "seq_idx": 891, "seq_len": 41, "time_since_start": [ 0.0, 0.7142857142857143, 1.2857142857142858, 2.142857142857143, 2.5714285714285716, 2.857142857142857, 2.857142857142857, 3.0, 3.7142857142857144, 4.285714285714286, 4.857142857142857, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.714285714285714, 6.857142857142857, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.285714285714286, 10.714285714285714, 10.857142857142858, 10.857142857142858, 11.285714285714286, 12.142857142857142, 12.285714285714286, 12.285714285714286, 12.857142857142858, 13.0, 13.285714285714286, 14.571428571428571, 14.714285714285714, 15.0, 15.571428571428571, 16.428571428571427, 16.857142857142858, 18.571428571428573, 19.0, 19.571428571428573, 20.285714285714285 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 0.0, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 1.7142857142857142, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143 ], "type_event": [ 1, 10, 10, 10, 2, 10, 7, 10, 0, 10, 0, 10, 17, 10, 10, 7, 10, 10, 12, 2, 7, 10, 10, 3, 10, 10, 4, 11, 10, 12, 10, 10, 9, 10, 10, 7, 10, 10, 1, 10, 10 ], "type_text": [ "Tools and Home Improvement", "Books", "Books", "Books", "Pet Supplies", "Books", "Grocery and Gourmet Food", "Books", "Other", "Books", "Other", "Books", "Cell Phones and Accessories", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Sports and Outdoors", "Pet Supplies", "Grocery and Gourmet Food", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Electronics", "Home and Kitchen", "Books", "Sports and Outdoors", "Books", "Books", "Office Products", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Tools and Home Improvement", "Books", "Books" ], "description": "The sequence of product reviews begins with a review in the Tools and Home Improvement category, followed by a strong focus on Books, which dominate the early weeks. Over time, there are several clusters of reviews in the Grocery and Gourmet Food and Pet Supplies categories, particularly around the 2 to 9-week mark. The user continues to submit a high volume of reviews for Books throughout the sequence, with notable entries in other categories such as Sports and Outdoors, Electronics, and Office Products appearing later on. The pattern indicates a consistent preference for Books, with other categories being reviewed intermittently." }, { "dim_process": 18, "seq_idx": 892, "seq_len": 92, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 2.0, 2.142857142857143, 2.4285714285714284, 3.2857142857142856, 3.2857142857142856, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 6.857142857142857, 7.0, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 9.0, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.571428571428571, 11.714285714285714, 11.714285714285714, 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"Home and Kitchen", "Books", "Books", "Books", "Movies and TV", "Movies and TV", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Arts Crafts and Sewing", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Movies and TV", "Pet Supplies", "Cell Phones and Accessories", "Electronics", "Books", "Electronics", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a clear trend of increasing frequency in the \"Books\" category, which dominates the timeline, particularly after the first few weeks. Initial reviews include a mix of categories such as \"Home and Kitchen,\" \"Movies and TV,\" and \"Pet Supplies,\" but by the third week, \"Books\" becomes the primary focus. Other categories, like \"Arts Crafts and Sewing\" and \"Electronics,\" appear sporadically, primarily clustered around weeks 7 to 12, while \"Movies and TV\" reviews are concentrated in the early weeks and again around week 13. Overall, the majority of reviews are concentrated in the \"Books\" category, especially in the later weeks, indicating a sustained interest over time." }, { "dim_process": 18, "seq_idx": 893, "seq_len": 55, "time_since_start": [ 0.0, 5.714285714285714, 5.857142857142857, 5.857142857142857, 6.0, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.428571428571429, 7.428571428571429, 7.571428571428571, 7.571428571428571, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.0, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.571428571428571, 18.428571428571427, 18.857142857142858, 19.142857142857142, 19.428571428571427, 19.428571428571427, 19.571428571428573, 19.571428571428573, 19.571428571428573, 20.142857142857142, 20.142857142857142, 20.428571428571427, 20.714285714285715, 20.714285714285715, 20.857142857142858, 21.142857142857142, 21.714285714285715, 22.0, 22.142857142857142, 22.428571428571427, 22.714285714285715, 23.142857142857142, 23.428571428571427, 23.571428571428573, 23.714285714285715 ], "time_since_last_event": [ 0.0, 5.714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 9.857142857142858, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 10, 0, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 0, 0, 10, 0, 10, 0, 1, 0, 10, 10, 0, 0, 0, 10, 10, 10, 14, 10, 10, 0, 16, 10, 0, 0, 4, 10, 0, 10, 0, 10, 16, 10, 10, 10, 10, 0, 10, 10, 0, 16, 10 ], "type_text": [ "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Other", "Other", "Books", "Other", "Books", "Other", "Tools and Home Improvement", "Other", "Books", "Books", "Other", "Other", "Other", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Other", "Kindle Store", "Books", "Other", "Other", "Electronics", "Books", "Other", "Books", "Other", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Other", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple reviews clustered in the earlier weeks, particularly between 5 and 8 weeks. Other categories such as \"Other,\" \"Kindle Store,\" and \"Tools and Home Improvement\" appear intermittently, often following a review of books. There is a noticeable gap in activity around the 18 to 22-week mark, after which the user resumes submitting reviews primarily in the \"Books\" category, indicating a sustained interest over time. Overall, reviews for \"Books\" consistently dominate the timeline, while other categories are more sporadic and appear in clusters." }, { "dim_process": 18, "seq_idx": 894, "seq_len": 43, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.5714285714285714, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 4.142857142857143, 4.142857142857143, 5.0, 5.428571428571429, 5.571428571428571, 7.0, 7.142857142857143, 8.857142857142858, 8.857142857142858, 9.0, 9.0, 11.571428571428571, 11.571428571428571, 11.571428571428571, 12.857142857142858, 13.857142857142858, 18.0, 19.142857142857142, 19.714285714285715, 19.714285714285715, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.5714285714285714, 0.2857142857142857, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.5714285714285714, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 1.7142857142857142, 0.0, 0.14285714285714285, 0.0, 2.5714285714285716, 0.0, 0.0, 1.2857142857142858, 1.0, 4.142857142857143, 1.1428571428571428, 0.5714285714285714, 0.0, 2.4285714285714284 ], "type_event": [ 11, 12, 15, 0, 6, 7, 8, 15, 13, 0, 6, 0, 7, 15, 3, 13, 12, 2, 1, 2, 1, 15, 12, 7, 11, 13, 12, 7, 8, 11, 12, 7, 11, 12, 11, 15, 7, 10, 12, 15, 8, 2, 8 ], "type_text": [ "Home and Kitchen", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Other", "Industrial and Scientific", "Grocery and Gourmet Food", "Toys and Games", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Other", "Industrial and Scientific", "Other", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Patio Lawn and Garden", "Sports and Outdoors", "Pet Supplies", "Tools and Home Improvement", "Pet Supplies", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Grocery and Gourmet Food", "Home and Kitchen", "Patio Lawn and Garden", "Sports and Outdoors", "Grocery and Gourmet Food", "Toys and Games", "Home and Kitchen", "Sports and Outdoors", "Grocery and Gourmet Food", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Toys and Games", "Pet Supplies", "Toys and Games" ], "description": "The sequence of product reviews begins with multiple categories being reviewed simultaneously at the initial timestamp, primarily in the Home and Kitchen, Sports and Outdoors, and Clothing Shoes and Jewelry categories. As time progresses, there is a noticeable increase in the frequency of reviews, particularly around the two-week mark, where a diverse range of categories is represented. Reviews for Grocery and Gourmet Food, Sports and Outdoors, and Clothing Shoes and Jewelry appear consistently throughout the timeline, with clusters of reviews occurring at the three to five-week interval. Towards the later stages, reviews for Toys and Games and Clothing Shoes and Jewelry emerge again, indicating a resurgence in these categories around the 19-week mark. Overall, the review activity shows an initial burst of diverse categories that gradually shifts to more concentrated clusters in specific categories over time." }, { "dim_process": 18, "seq_idx": 895, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 2.0, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 3.0, 3.5714285714285716, 4.0, 4.142857142857143, 4.285714285714286, 4.714285714285714, 5.0, 5.857142857142857, 6.142857142857143, 6.571428571428571, 6.714285714285714, 7.0, 7.142857142857143, 7.428571428571429, 8.285714285714286, 8.857142857142858, 9.0, 10.0, 10.285714285714286, 11.428571428571429, 12.0, 12.714285714285714, 13.285714285714286, 13.571428571428571, 14.857142857142858, 15.428571428571429, 15.857142857142858, 17.857142857142858, 19.571428571428573, 19.714285714285715, 20.571428571428573, 21.428571428571427, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 1.0, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 1.2857142857142858, 0.5714285714285714, 0.42857142857142855, 2.0, 1.7142857142857142, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 4, 16, 10, 10, 0 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Electronics", "Kindle Store", "Books", "Books", "Other" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Most reviews occur within the first 15 weeks, with a notable cluster of reviews in the early weeks. The \"Kindle Store\" reviews appear intermittently, primarily after the initial surge of book reviews, while the \"Electronics\" and \"Other\" categories are reviewed much later in the sequence. Overall, the sequence indicates a strong initial engagement with books, followed by a gradual diversification into other categories." }, { "dim_process": 18, "seq_idx": 896, "seq_len": 96, "time_since_start": [ 0.0, 0.7142857142857143, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.142857142857143, 3.7142857142857144, 4.428571428571429, 4.571428571428571, 4.857142857142857, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.428571428571429, 5.571428571428571, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.571428571428571, 7.0, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.0, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.0, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.714285714285714, 11.714285714285714, 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10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the earlier weeks. Reviews for the \"Kindle Store\" category appear less frequently and tend to cluster around specific intervals, often following periods of multiple \"Books\" reviews. There are noticeable peaks in \"Kindle Store\" reviews around weeks 3, 5, 10, and 20, while the majority of \"Books\" reviews are concentrated in the earlier and middle weeks, with a gradual tapering off towards the end of the sequence. Overall, the pattern indicates a strong initial interest in books, with intermittent engagements with the Kindle Store." }, { "dim_process": 18, "seq_idx": 897, "seq_len": 88, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.0, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.0, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.142857142857142, 14.571428571428571, 14.714285714285714, 15.0, 15.428571428571429, 15.714285714285714, 16.142857142857142, 16.714285714285715, 17.0, 17.285714285714285, 17.428571428571427, 17.571428571428573, 18.0, 18.428571428571427, 19.0, 19.428571428571427, 19.714285714285715, 20.142857142857142, 20.571428571428573, 21.714285714285715, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with a consistent pattern of submissions occurring at regular intervals over a span of several weeks. The reviews begin at week zero and continue steadily, with a notable clustering of submissions in the early weeks, particularly within the first 10 weeks. As time progresses, the frequency of reviews remains high, with submissions continuing through to week 22, indicating a sustained interest in reviewing books throughout the entire period." }, { "dim_process": 18, "seq_idx": 898, "seq_len": 47, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 4.142857142857143, 4.714285714285714, 5.0, 5.857142857142857, 6.714285714285714, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.0, 8.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 11.0, 11.0, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.428571428571429, 12.857142857142858, 13.0, 13.0, 13.142857142857142, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.142857142857142, 15.285714285714286, 15.428571428571429, 18.142857142857142, 20.142857142857142, 20.428571428571427, 20.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 1.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 2.7142857142857144, 2.0, 0.2857142857142857, 0.42857142857142855 ], "type_event": [ 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a few entries in the Kindle Store, followed by a predominant focus on Books, which continues for an extended period. The reviews are clustered heavily around Books, particularly in the initial weeks, with a noticeable increase in frequency before tapering off slightly. Kindle Store reviews appear intermittently, primarily after several weeks of Book reviews, indicating a pattern where Book reviews are consistently prioritized over time. Overall, the trend shows a strong emphasis on Books, with Kindle Store reviews occurring at various intervals throughout the sequence." }, { "dim_process": 18, "seq_idx": 899, "seq_len": 47, "time_since_start": [ 0.0, 0.7142857142857143, 1.8571428571428572, 2.7142857142857144, 3.4285714285714284, 4.0, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 8.142857142857142, 8.285714285714286, 8.714285714285714, 9.142857142857142, 9.714285714285714, 10.0, 10.285714285714286, 11.285714285714286, 11.571428571428571, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 14.571428571428571, 14.714285714285714, 15.857142857142858, 17.0, 17.142857142857142, 17.571428571428573, 17.714285714285715, 18.0, 18.142857142857142, 19.142857142857142, 19.714285714285715, 21.142857142857142, 21.714285714285715, 21.857142857142858, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 1.1428571428571428, 0.8571428571428571, 0.7142857142857143, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 1.1428571428571428, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.5714285714285714, 1.4285714285714286, 0.5714285714285714, 0.14285714285714285, 3.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions over time. Most reviews are clustered within the first 14 weeks, with a notable increase in frequency during this period. After week 14, there is a brief introduction of a review for the Kindle Store, but the user returns to submitting reviews for books. The frequency of reviews appears to taper off slightly after week 21, indicating a potential decline in review submissions as time progresses. Overall, the trend shows a strong focus on books throughout the sequence, with the Kindle Store review being an outlier." }, { "dim_process": 18, "seq_idx": 900, "seq_len": 53, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 2.4285714285714284, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 3.857142857142857, 4.285714285714286, 4.571428571428571, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.714285714285714, 5.857142857142857, 6.0, 6.285714285714286, 7.0, 7.142857142857143, 8.142857142857142, 8.285714285714286, 8.714285714285714, 10.0, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.714285714285714, 12.285714285714286, 12.857142857142858, 13.0, 13.428571428571429, 14.0, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.285714285714286, 15.714285714285714, 16.142857142857142, 16.428571428571427, 17.0, 17.285714285714285, 20.0, 20.857142857142858, 22.857142857142858, 23.857142857142858, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.0, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 2.7142857142857144, 0.8571428571428571, 2.0, 1.0, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. As time progresses, there are occasional reviews in the \"Kindle Store\" category, which tend to cluster around specific weeks, particularly after several reviews of books. The frequency of reviews remains predominantly high for the \"Books\" category throughout the timeline, with a noticeable consistency in the user's engagement with books over an extended period, while the \"Kindle Store\" reviews appear less frequently and are interspersed among the book reviews. Overall, the pattern shows a sustained interest in books, with sporadic engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 901, "seq_len": 40, "time_since_start": [ 0.0, 0.5714285714285714, 1.0, 1.1428571428571428, 2.5714285714285716, 3.142857142857143, 4.0, 4.142857142857143, 5.0, 7.428571428571429, 7.857142857142857, 9.0, 9.428571428571429, 10.857142857142858, 11.0, 11.0, 11.0, 11.0, 11.428571428571429, 12.0, 12.0, 12.0, 12.0, 12.0, 12.714285714285714, 12.714285714285714, 12.714285714285714, 12.714285714285714, 12.714285714285714, 12.857142857142858, 14.428571428571429, 14.714285714285714, 15.571428571428571, 15.714285714285714, 17.428571428571427, 17.714285714285715, 19.571428571428573, 19.571428571428573, 19.571428571428573, 21.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 2.4285714285714284, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 1.7142857142857142, 0.2857142857142857, 1.8571428571428572, 0.0, 0.0, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 15, 7, 10, 2, 10, 16, 10, 17, 9, 7, 10, 7, 16, 15, 13, 16, 13, 10, 10, 10, 10, 10, 4, 11, 12, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Books", "Pet Supplies", "Books", "Kindle Store", "Books", "Cell Phones and Accessories", "Office Products", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Kindle Store", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Kindle Store", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Books", "Electronics", "Home and Kitchen", "Sports and Outdoors", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, there is a notable shift with the introduction of reviews in other categories, such as \"Kindle Store,\" \"Clothing Shoes and Jewelry,\" and \"Grocery and Gourmet Food,\" which cluster around the 11-week mark. Reviews for \"Books\" continue to be submitted consistently throughout the timeline, with additional reviews appearing in various categories, particularly around the 12-week period. Toward the end of the sequence, reviews in categories like \"Electronics,\" \"Home and Kitchen,\" and \"Sports and Outdoors\" emerge, indicating a diversification in the user's review activity." }, { "dim_process": 18, "seq_idx": 902, "seq_len": 43, "time_since_start": [ 0.0, 1.2857142857142858, 2.0, 3.4285714285714284, 3.4285714285714284, 3.857142857142857, 4.857142857142857, 4.857142857142857, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 6.571428571428571, 7.285714285714286, 8.285714285714286, 8.428571428571429, 8.714285714285714, 9.285714285714286, 9.571428571428571, 10.857142857142858, 11.142857142857142, 12.857142857142858, 12.857142857142858, 14.142857142857142, 16.428571428571427, 16.714285714285715, 17.428571428571427, 18.0, 18.0, 18.142857142857142, 18.285714285714285, 18.857142857142858, 19.142857142857142, 20.428571428571427, 20.571428571428573, 20.857142857142858, 21.571428571428573, 21.714285714285715, 22.142857142857142, 23.714285714285715, 23.714285714285715, 23.857142857142858, 24.285714285714285 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.7142857142857143, 1.4285714285714286, 0.0, 0.42857142857142855, 1.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 1.4285714285714286, 0.7142857142857143, 1.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 1.7142857142857142, 0.0, 1.2857142857142858, 2.2857142857142856, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 7, 10, 10, 11, 12, 0, 10, 12, 7, 4, 14, 10, 2, 2, 10, 10, 2, 2, 2, 10, 2, 12, 1, 12, 11, 11, 0, 11, 15, 7, 15, 4, 12, 12, 10, 12, 12, 11, 12, 12, 13, 11, 12 ], "type_text": [ "Grocery and Gourmet Food", "Books", "Books", "Home and Kitchen", "Sports and Outdoors", "Other", "Books", "Sports and Outdoors", "Grocery and Gourmet Food", "Electronics", "Movies and TV", "Books", "Pet Supplies", "Pet Supplies", "Books", "Books", "Pet Supplies", "Pet Supplies", "Pet Supplies", "Books", "Pet Supplies", "Sports and Outdoors", "Tools and Home Improvement", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Other", "Home and Kitchen", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Electronics", "Sports and Outdoors", "Sports and Outdoors", "Books", "Sports and Outdoors", "Sports and Outdoors", "Home and Kitchen", "Sports and Outdoors", "Sports and Outdoors", "Patio Lawn and Garden", "Home and Kitchen", "Sports and Outdoors" ], "description": "The sequence of product reviews shows a progression over time, with a notable focus on the \"Books\" category appearing frequently in the early weeks. The \"Sports and Outdoors\" category begins to emerge significantly around the later weeks, with multiple reviews clustered together. Additionally, there is a gradual increase in reviews for \"Home and Kitchen\" and \"Pet Supplies,\" which also appear in clusters. Overall, the review activity demonstrates a shift from a diverse range of categories in the initial weeks to a stronger concentration on \"Sports and Outdoors\" and \"Home and Kitchen\" in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 903, "seq_len": 54, "time_since_start": [ 0.0, 0.14285714285714285, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 3.0, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.571428571428571, 5.857142857142857, 6.571428571428571, 7.0, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.714285714285714, 8.0, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.571428571428571, 10.285714285714286, 11.285714285714286, 11.571428571428571, 12.571428571428571, 12.571428571428571, 12.571428571428571, 12.571428571428571, 12.714285714285714, 13.0, 13.428571428571429, 14.0, 14.428571428571429, 15.0, 16.285714285714285, 16.714285714285715, 17.714285714285715, 17.714285714285715, 20.571428571428573, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 0.2857142857142857, 1.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 0.42857142857142855, 1.0, 0.0, 2.857142857142857, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 0, 15, 17, 9, 11, 10, 10, 10, 10, 10, 10, 10, 10, 11, 1, 10, 5, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 4, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Office Products", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Tools and Home Improvement", "Books", "Automotive", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Electronics", "Books" ], "description": "The sequence of product reviews shows a strong initial focus on the \"Books\" category, with multiple reviews concentrated in the first several weeks. As time progresses, there is a slight diversification in categories, with reviews for \"Home and Kitchen\" and other categories appearing around the 7-week mark. However, \"Books\" remains the dominant category throughout, with a noticeable resurgence in reviews in the later weeks. The sequence indicates that while there are brief periods of reviews in other categories, the majority of reviews consistently cluster around \"Books\" over the entire timeline." }, { "dim_process": 18, "seq_idx": 904, "seq_len": 49, "time_since_start": [ 0.0, 2.142857142857143, 3.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 6.857142857142857, 7.285714285714286, 7.714285714285714, 8.571428571428571, 8.857142857142858, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.714285714285714, 11.0, 11.285714285714286, 12.0, 12.428571428571429, 13.0, 13.0, 13.571428571428571, 14.857142857142858, 15.428571428571429, 15.428571428571429, 15.428571428571429, 16.285714285714285, 16.571428571428573, 17.0, 17.428571428571427, 18.0, 18.571428571428573, 18.857142857142858, 19.142857142857142, 19.285714285714285, 19.571428571428573, 19.571428571428573, 20.714285714285715, 20.714285714285715, 21.285714285714285, 23.285714285714285, 23.285714285714285, 23.428571428571427, 23.428571428571427, 23.428571428571427, 24.142857142857142, 24.428571428571427 ], "time_since_last_event": [ 0.0, 2.142857142857143, 1.0, 2.0, 0.0, 0.0, 1.7142857142857142, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.0, 0.5714285714285714, 1.2857142857142858, 0.5714285714285714, 0.0, 0.0, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 1.1428571428571428, 0.0, 0.5714285714285714, 2.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.7142857142857143, 0.2857142857142857 ], "type_event": [ 11, 7, 9, 3, 11, 10, 11, 8, 7, 7, 2, 11, 9, 3, 2, 7, 8, 2, 11, 2, 2, 9, 1, 7, 0, 11, 8, 5, 2, 9, 7, 7, 7, 2, 4, 3, 7, 11, 6, 7, 11, 7, 11, 7, 11, 7, 3, 9, 1 ], "type_text": [ "Home and Kitchen", "Grocery and Gourmet Food", "Office Products", "Arts Crafts and Sewing", "Home and Kitchen", "Books", "Home and Kitchen", "Toys and Games", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Pet Supplies", "Home and Kitchen", "Office Products", "Arts Crafts and Sewing", "Pet Supplies", "Grocery and Gourmet Food", "Toys and Games", "Pet Supplies", "Home and Kitchen", "Pet Supplies", "Pet Supplies", "Office Products", "Tools and Home Improvement", "Grocery and Gourmet Food", "Other", "Home and Kitchen", "Toys and Games", "Automotive", "Pet Supplies", "Office Products", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Pet Supplies", "Electronics", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Home and Kitchen", "Industrial and Scientific", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Office Products", "Tools and Home Improvement" ], "description": "The sequence of product reviews shows a pattern where the user begins with reviews in the Home and Kitchen category, followed by a gradual introduction of various other categories such as Grocery and Gourmet Food and Office Products over time. Initial reviews cluster around the first few weeks, with a notable increase in Grocery and Gourmet Food reviews occurring between weeks 7 and 20. Home and Kitchen reviews appear consistently throughout the timeline, with additional clusters of reviews in categories like Pet Supplies and Toys and Games in the later weeks. The sequence also indicates a diverse range of categories being reviewed, with certain categories like Grocery and Gourmet Food and Home and Kitchen receiving multiple reviews in close succession." }, { "dim_process": 18, "seq_idx": 905, "seq_len": 47, "time_since_start": [ 0.0, 1.0, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.0, 2.0, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 5.0, 5.428571428571429, 6.571428571428571, 7.0, 7.0, 7.142857142857143, 7.285714285714286, 8.142857142857142, 8.285714285714286, 9.0, 9.428571428571429, 10.142857142857142, 11.0, 11.142857142857142, 11.714285714285714, 12.285714285714286, 13.0, 13.428571428571429, 13.857142857142858, 14.142857142857142, 14.285714285714286, 15.285714285714286, 16.285714285714285, 17.142857142857142, 17.571428571428573, 18.0, 18.714285714285715, 19.285714285714285, 22.0 ], "time_since_last_event": [ 0.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.0, 1.0, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 2.7142857142857144 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted over a period of several weeks. The reviews predominantly cluster within the first 19 weeks, with a notable concentration of submissions occurring in the earlier weeks. Additionally, there are a few entries for the \"Kindle Store\" category, which appear later in the sequence, specifically around weeks 2 and 7. Overall, the trend indicates a strong preference for reviewing books, with minimal variation in category type throughout the timeline." }, { "dim_process": 18, "seq_idx": 906, "seq_len": 141, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 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10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over a lengthy period. The \"Kindle Store\" reviews appear intermittently, primarily clustered around specific weeks, particularly between the 2nd and 25th weeks. The frequency of \"Books\" reviews remains high throughout the entire timeline, while \"Kindle Store\" reviews tend to occur more sporadically, indicating a pattern where the user primarily engages with books but occasionally interacts with the Kindle Store." }, { "dim_process": 18, "seq_idx": 907, "seq_len": 58, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.0, 2.142857142857143, 3.0, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 4.285714285714286, 5.0, 5.857142857142857, 6.142857142857143, 6.571428571428571, 6.857142857142857, 7.285714285714286, 8.142857142857142, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.857142857142858, 11.285714285714286, 11.571428571428571, 12.0, 12.428571428571429, 12.714285714285714, 13.0, 13.285714285714286, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.285714285714286, 14.428571428571429, 14.571428571428571, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.0, 16.285714285714285, 16.428571428571427, 16.714285714285715, 16.857142857142858, 16.857142857142858, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.0, 19.0, 19.285714285714285, 19.571428571428573, 25.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 1.0, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 2.142857142857143, 0.0, 0.0, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 5.428571428571429, 0.14285714285714285 ], "type_event": [ 10, 10, 9, 10, 10, 10, 0, 10, 10, 10, 10, 10, 14, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 14, 10, 10, 10, 14, 10, 10, 10, 10, 10, 10, 10, 10, 13, 10, 10, 10, 10, 10, 10, 13, 10, 16, 10, 0, 10, 14, 14, 10, 16, 14, 14, 7 ], "type_text": [ "Books", "Books", "Office Products", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Movies and TV", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Books", "Kindle Store", "Books", "Other", "Books", "Movies and TV", "Movies and TV", "Books", "Kindle Store", "Movies and TV", "Movies and TV", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, which dominates the early timestamps, particularly within the first few weeks. As time progresses, there is a gradual introduction of other categories such as \"Movies and TV,\" \"Office Products,\" and \"Patio Lawn and Garden,\" but \"Books\" remains consistently reviewed throughout the timeline. Notably, reviews for \"Movies and TV\" increase in frequency in the later weeks, particularly after the initial 10-week mark. Additionally, there are instances of reviews for \"Other\" and \"Grocery and Gourmet Food,\" which appear sporadically, indicating a broader range of interests emerging over time, while \"Books\" continues to be the primary focus." }, { "dim_process": 18, "seq_idx": 908, "seq_len": 65, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.0, 1.2857142857142858, 1.8571428571428572, 2.0, 2.142857142857143, 2.7142857142857144, 3.0, 3.142857142857143, 3.4285714285714284, 4.142857142857143, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.0, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 8.142857142857142, 8.571428571428571, 9.0, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.0, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.0, 11.428571428571429, 11.714285714285714, 11.714285714285714, 12.142857142857142, 12.571428571428571, 12.857142857142858, 13.0, 13.714285714285714, 14.0, 14.285714285714286, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.0, 16.857142857142858, 17.428571428571427, 17.857142857142858, 18.0, 18.285714285714285, 19.428571428571427, 21.142857142857142, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 1.7142857142857142, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of submissions occurring at regular intervals over time. The reviews for \"Books\" are clustered heavily in the earlier weeks, with a notable increase in frequency before gradually tapering off. The \"Kindle Store\" reviews appear intermittently, primarily in the earlier and later parts of the timeline, suggesting a secondary interest that occurs less frequently compared to the primary focus on \"Books.\" Overall, the trend indicates a sustained engagement with book reviews, with occasional reviews for Kindle Store products interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 909, "seq_len": 54, "time_since_start": [ 0.0, 0.2857142857142857, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.4285714285714284, 2.5714285714285716, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.0, 4.285714285714286, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.0, 6.142857142857143, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.857142857142857, 8.285714285714286, 9.142857142857142, 10.0, 10.428571428571429, 11.142857142857142, 11.428571428571429, 11.571428571428571, 12.142857142857142, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.857142857142858, 14.0, 14.142857142857142, 14.428571428571429, 14.714285714285714, 15.142857142857142, 15.428571428571429, 15.714285714285714, 16.0, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.0, 17.285714285714285, 17.428571428571427, 18.0, 18.142857142857142, 19.0, 19.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a series of reviews primarily focused on the \"Books\" category, occurring frequently in the first few weeks. After the initial reviews, there is a noticeable shift towards the \"Kindle Store\" category, with a cluster of reviews appearing in the later weeks. Throughout the timeline, \"Books\" reviews continue to be submitted, but the frequency of \"Kindle Store\" reviews increases significantly, particularly around the mid to later weeks. Overall, the pattern indicates an early focus on books, followed by a transition to a predominance of Kindle Store reviews, interspersed with additional book reviews." }, { "dim_process": 18, "seq_idx": 910, "seq_len": 87, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.0, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.428571428571429, 4.714285714285714, 4.857142857142857, 4.857142857142857, 5.0, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.0, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.0, 11.142857142857142, 11.428571428571429, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.285714285714286, 13.571428571428571, 14.0, 14.285714285714286, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.857142857142858, 18.857142857142858, 19.142857142857142, 19.285714285714285, 19.571428571428573, 19.571428571428573, 20.714285714285715, 21.0, 21.285714285714285, 22.714285714285715, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 7, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently throughout the timeline, with a notable concentration in the earlier weeks. There is a single instance of reviews for the Kindle Store and a few reviews for other categories, such as Office Products and Grocery and Gourmet Food, which occur later in the sequence. The pattern shows that the user primarily focuses on books, with the frequency of reviews remaining high and relatively consistent over time, while other categories appear sporadically and primarily towards the end of the timeline." }, { "dim_process": 18, "seq_idx": 911, "seq_len": 47, "time_since_start": [ 0.0, 0.8571428571428571, 1.1428571428571428, 1.5714285714285714, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 4.0, 4.142857142857143, 4.428571428571429, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.0, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.428571428571429, 10.428571428571429, 11.0, 11.142857142857142, 11.285714285714286, 12.428571428571429, 12.714285714285714, 13.0, 13.285714285714286, 13.857142857142858, 14.0, 15.0, 16.0, 17.428571428571427, 17.857142857142858, 20.285714285714285, 22.714285714285715, 23.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.0, 1.0, 1.4285714285714286, 0.42857142857142855, 2.4285714285714284, 2.4285714285714284, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a majority of reviews submitted consistently throughout the timeline. The first review of the \"Kindle Store\" category occurs around the three-week mark, with a second review appearing later at approximately 18 weeks. There is a noticeable clustering of reviews in the earlier weeks, particularly within the first 10 weeks, after which the frequency of reviews remains steady but less concentrated. Overall, the reviews are primarily concentrated in the \"Books\" category, with only brief interludes into the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 912, "seq_len": 49, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0, 1.2857142857142858, 1.5714285714285714, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 3.0, 3.4285714285714284, 3.7142857142857144, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.0, 8.142857142857142, 8.428571428571429, 9.428571428571429, 9.571428571428571, 10.0, 10.428571428571429, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.285714285714286, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.571428571428571, 14.714285714285714, 15.0, 16.0, 16.142857142857142, 16.428571428571427, 17.0, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.714285714285715, 17.857142857142858, 20.142857142857142, 21.0, 22.0, 23.428571428571427, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 3.142857142857143, 0.2857142857142857, 1.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.14285714285714285, 0.14285714285714285, 0.0, 1.1428571428571428, 0.2857142857142857, 1.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 2.2857142857142856, 0.8571428571428571, 1.0, 1.4285714285714286, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 17 weeks. There is a notable clustering of reviews in the early weeks, particularly between 0 and 5 weeks, after which the frequency of reviews begins to taper off but continues steadily until around 24 weeks. A single review in the \"Kindle Store\" category occurs at week 13, indicating a brief diversification before returning to the predominant focus on books. Overall, the trend reflects a sustained engagement with book-related reviews over time, with a peak in activity during the initial weeks." }, { "dim_process": 18, "seq_idx": 913, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 2.2857142857142856, 3.0, 3.142857142857143, 3.5714285714285716, 4.0, 4.142857142857143, 4.571428571428571, 5.0, 5.142857142857143, 5.285714285714286, 6.0, 6.428571428571429, 7.428571428571429, 9.0, 10.428571428571429, 10.714285714285714, 11.571428571428571, 13.0, 13.285714285714286, 13.571428571428571, 15.285714285714286, 16.142857142857142, 16.428571428571427, 17.0, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.285714285714285, 20.714285714285715, 21.428571428571427, 21.857142857142858, 22.714285714285715, 23.428571428571427, 23.857142857142858, 24.428571428571427, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.0, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 1.0, 1.5714285714285714, 1.4285714285714286, 0.2857142857142857, 0.8571428571428571, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 2.4285714285714284, 0.7142857142857143, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 12, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Sports and Outdoors", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which dominates the timeline, particularly in the early weeks. Reviews for \"Books\" are submitted frequently, with several clusters occurring between weeks 0 and 10, and again from weeks 17 to 25. The \"Kindle Store\" category appears intermittently, primarily after the first few weeks, suggesting a secondary interest that occurs less frequently than the primary focus on \"Books.\" Additionally, a single review for \"Sports and Outdoors\" is noted, indicating a brief diversification in the user's review activity. Overall, the trend indicates a strong and sustained engagement with the \"Books\" category over time, with sporadic reviews in other categories." }, { "dim_process": 18, "seq_idx": 914, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 1.7142857142857142, 2.2857142857142856, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.142857142857143, 5.571428571428571, 7.142857142857143, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.428571428571429, 10.142857142857142, 10.285714285714286, 11.142857142857142, 11.428571428571429, 12.142857142857142, 12.285714285714286, 13.0, 13.714285714285714, 14.142857142857142, 14.428571428571429, 14.857142857142858, 15.142857142857142, 15.714285714285714, 16.0, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.0, 17.285714285714285, 18.142857142857142, 19.142857142857142, 21.142857142857142, 21.285714285714285, 22.142857142857142, 24.142857142857142, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.4285714285714286, 1.5714285714285714, 1.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 1.0, 2.0, 0.14285714285714285, 0.8571428571428571, 2.0, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews categorized under \"Books.\" The reviews are submitted consistently over time, with a noticeable clustering of submissions occurring in the earlier weeks, particularly within the first 18 weeks. As time progresses, the frequency of reviews appears to decrease, with fewer submissions noted in the later weeks, particularly after the 21-week mark. Overall, the pattern indicates a sustained interest in reviewing books, primarily concentrated in the initial part of the timeline." }, { "dim_process": 18, "seq_idx": 915, "seq_len": 46, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 1.8571428571428572, 4.0, 4.428571428571429, 4.714285714285714, 5.0, 5.714285714285714, 6.142857142857143, 6.857142857142857, 7.428571428571429, 8.0, 8.0, 8.571428571428571, 8.714285714285714, 9.714285714285714, 9.857142857142858, 10.714285714285714, 11.428571428571429, 12.428571428571429, 12.714285714285714, 12.714285714285714, 13.0, 13.142857142857142, 13.571428571428571, 13.571428571428571, 13.714285714285714, 14.285714285714286, 14.285714285714286, 14.714285714285714, 15.142857142857142, 16.142857142857142, 16.142857142857142, 16.571428571428573, 16.571428571428573, 16.857142857142858, 17.0, 18.428571428571427, 20.142857142857142, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 2.142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.0, 0.5714285714285714, 0.14285714285714285, 1.0, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 1.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.42857142857142855, 0.42857142857142855, 1.0, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 1.7142857142857142, 4.857142857142857 ], "type_event": [ 16, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 16, 10 ], "type_text": [ "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a mix of reviews for the Kindle Store and Books, with a slight emphasis on Kindle Store entries in the early weeks. As time progresses, there is a noticeable clustering of reviews for Books, particularly between weeks 1 and 17, where the majority of reviews are concentrated. Reviews for the Kindle Store appear less frequently and tend to occur at specific intervals, often following clusters of Book reviews. The pattern shows a strong preference for Books over time, with Kindle Store reviews becoming more spaced out and occurring primarily at the beginning and towards the end of the sequence." }, { "dim_process": 18, "seq_idx": 916, "seq_len": 44, "time_since_start": [ 0.0, 1.0, 1.1428571428571428, 2.0, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.0, 3.5714285714285716, 4.0, 4.142857142857143, 4.857142857142857, 5.714285714285714, 7.0, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.857142857142858, 10.285714285714286, 10.857142857142858, 11.0, 11.285714285714286, 12.857142857142858, 13.142857142857142, 14.0, 14.142857142857142, 14.571428571428571, 14.857142857142858, 15.0, 15.571428571428571, 16.0, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 19.857142857142858, 20.0, 20.571428571428573, 21.857142857142858, 22.285714285714285 ], "time_since_last_event": [ 0.0, 1.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with all entries occurring within a continuous timeframe. The reviews are submitted consistently, particularly in the initial weeks, with a notable clustering of reviews in the first 15 weeks. After this period, there are fewer reviews submitted, but they continue at a relatively steady pace up until the 22-week mark. Overall, the trend indicates a high frequency of reviews early on, followed by a gradual decline in the rate of submissions over time." }, { "dim_process": 18, "seq_idx": 917, "seq_len": 63, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 6.714285714285714, 6.714285714285714, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.714285714285714, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.714285714285714, 8.714285714285714, 9.571428571428571, 9.571428571428571, 10.0, 10.0, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.571428571428571, 10.571428571428571, 11.0, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 13.285714285714286, 13.285714285714286, 13.285714285714286, 13.571428571428571, 13.571428571428571, 18.428571428571427, 18.428571428571427, 18.428571428571427, 19.428571428571427, 19.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.7142857142857142, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 3.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.8571428571428571, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.2857142857142857, 0.0, 4.857142857142857, 0.0, 0.0, 1.0, 0.0 ], "type_event": [ 0, 1, 11, 17, 4, 15, 3, 12, 11, 13, 2, 4, 3, 15, 11, 1, 11, 7, 11, 12, 13, 4, 2, 6, 12, 2, 1, 13, 11, 3, 9, 13, 11, 4, 9, 11, 13, 4, 11, 13, 11, 13, 7, 11, 7, 11, 13, 15, 17, 12, 11, 7, 4, 11, 9, 15, 11, 15, 11, 12, 0, 7, 4 ], "type_text": [ "Other", "Tools and Home Improvement", "Home and Kitchen", "Cell Phones and Accessories", "Electronics", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Sports and Outdoors", "Home and Kitchen", "Patio Lawn and Garden", "Pet Supplies", "Electronics", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Sports and Outdoors", "Patio Lawn and Garden", "Electronics", "Pet Supplies", "Industrial and Scientific", "Sports and Outdoors", "Pet Supplies", "Tools and Home Improvement", "Patio Lawn and Garden", "Home and Kitchen", "Arts Crafts and Sewing", "Office Products", "Patio Lawn and Garden", "Home and Kitchen", "Electronics", "Office Products", "Home and Kitchen", "Patio Lawn and Garden", "Electronics", "Home and Kitchen", "Patio Lawn and Garden", "Home and Kitchen", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Electronics", "Home and Kitchen", "Office Products", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Sports and Outdoors", "Other", "Grocery and Gourmet Food", "Electronics" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first week, indicating an initial exploration of various product types. As time progresses, there is a noticeable clustering of reviews around specific categories, particularly Home and Kitchen, which appears consistently throughout the timeline. Reviews for Electronics and Patio Lawn and Garden also show recurring patterns, with multiple entries concentrated in the later weeks. The sequence indicates a gradual increase in review submissions over time, with significant activity occurring around the 7 to 11-week mark, before tapering off slightly in the later weeks." }, { "dim_process": 18, "seq_idx": 918, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 1.7142857142857142, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 4.0, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.142857142857143, 7.428571428571429, 7.428571428571429, 8.0, 8.0, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.0, 9.142857142857142, 9.142857142857142, 9.285714285714286, 10.0, 10.0, 12.142857142857142, 12.285714285714286, 14.0, 14.571428571428571, 15.857142857142858, 16.0, 17.142857142857142, 17.714285714285715, 17.857142857142858, 19.142857142857142, 20.714285714285715, 20.857142857142858, 20.857142857142858, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 2.2857142857142856, 0.0, 0.5714285714285714, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 2.142857142857143, 0.14285714285714285, 1.7142857142857142, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 1.5714285714285714, 0.14285714285714285, 0.0, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 16, 16, 10, 16, 16, 16, 16, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with numerous reviews submitted in this category occurring throughout the timeline, particularly in the earlier weeks. The \"Kindle Store\" reviews appear less frequently but tend to cluster around specific periods, especially noticeable at the 7-week mark and again in the later weeks. Overall, there is a trend of consistent engagement with books early on, followed by intermittent reviews of the Kindle Store, with both categories continuing to receive attention as the timeline progresses." }, { "dim_process": 18, "seq_idx": 919, "seq_len": 54, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.0, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.428571428571429, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.714285714285714, 12.142857142857142, 13.285714285714286, 13.857142857142858, 14.571428571428571, 15.714285714285714, 16.571428571428573, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 1.4285714285714286, 1.1428571428571428, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 0.8571428571428571, 7.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which dominates the early and middle periods of the timeline. Reviews for \"Books\" are submitted frequently and cluster closely together, particularly within the first 16 weeks. The \"Kindle Store\" reviews appear less frequently, with notable entries occurring at the 2.57-week mark and again at the 14.57-week mark, indicating a pattern of sporadic interest in this category amidst a predominantly book-focused review activity. Overall, the trend highlights a sustained engagement with books over time, with only brief interludes for Kindle Store reviews." }, { "dim_process": 18, "seq_idx": 920, "seq_len": 51, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.8571428571428572, 2.857142857142857, 3.7142857142857144, 3.857142857142857, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.0, 6.857142857142857, 7.0, 7.142857142857143, 7.714285714285714, 8.142857142857142, 8.285714285714286, 8.571428571428571, 9.142857142857142, 9.428571428571429, 10.142857142857142, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.285714285714286, 11.857142857142858, 12.714285714285714, 12.857142857142858, 13.285714285714286, 13.857142857142858, 14.0, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.428571428571429, 15.857142857142858, 16.428571428571427, 17.285714285714285, 17.857142857142858, 18.285714285714285, 18.428571428571427, 18.714285714285715, 19.571428571428573, 19.714285714285715, 20.0, 20.285714285714285, 20.571428571428573, 23.714285714285715, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.0, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 3.142857142857143, 0.7142857142857143 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant concentration of reviews occurring within the first 20 weeks. The user begins with a few reviews in the \"Kindle Store\" category early on, but these are sparse compared to the numerous reviews submitted for \"Books.\" After the initial burst of reviews, there is a notable lull before the user resumes reviewing, with the last reviews for \"Books\" occurring after a gap of several weeks. Overall, the reviews are heavily clustered in the early part of the timeline, with a shift to the \"Kindle Store\" category occurring later in the sequence." }, { "dim_process": 18, "seq_idx": 921, "seq_len": 56, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 1.4285714285714286, 1.8571428571428572, 2.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.714285714285714, 6.0, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.714285714285714, 8.0, 8.714285714285714, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.0, 10.285714285714286, 12.0, 12.714285714285714, 13.428571428571429, 13.571428571428571, 14.0, 14.285714285714286, 14.428571428571429, 14.714285714285714, 16.857142857142858, 17.142857142857142, 17.428571428571427, 17.714285714285715, 18.0, 18.714285714285715, 23.0, 24.857142857142858, 25.142857142857142, 25.571428571428573, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.0, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.7142857142857142, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 2.142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 4.285714285714286, 1.8571428571428572, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285 ], "type_event": [ 10, 16, 16, 10, 16, 16, 10, 16, 10, 10, 16, 5, 15, 16, 10, 16, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 16, 10, 16, 16, 16, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Automotive", "Clothing Shoes and Jewelry", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted over time. Initially, reviews for \"Kindle Store\" appear frequently alongside \"Books,\" but as time progresses, there is a noticeable increase in the number of \"Books\" reviews, particularly around the 6 to 18-week mark. \"Kindle Store\" reviews tend to cluster in the earlier weeks and intermittently throughout, while other categories like \"Automotive\" and \"Clothing Shoes and Jewelry\" are reviewed only once during a specific period. Overall, the trend indicates a strong preference for \"Books\" that intensifies over time, with \"Kindle Store\" reviews appearing more sporadically." }, { "dim_process": 18, "seq_idx": 922, "seq_len": 45, "time_since_start": [ 0.0, 0.7142857142857143, 1.4285714285714286, 2.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 5.857142857142857, 6.0, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.428571428571429, 11.714285714285714, 11.714285714285714, 12.428571428571429, 12.571428571428571, 13.0, 13.428571428571429, 14.714285714285714, 15.0, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.428571428571429, 16.285714285714285, 16.428571428571427, 16.428571428571427, 19.857142857142858, 23.428571428571427, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 2.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.0, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.0, 3.4285714285714284, 3.5714285714285716, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 11, 1, 10, 9, 10, 10, 16, 10, 10, 9, 15 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Home and Kitchen", "Tools and Home Improvement", "Books", "Office Products", "Books", "Books", "Kindle Store", "Books", "Books", "Office Products", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted consistently over the first several weeks. As the timeline progresses, reviews for \"Kindle Store\" start to appear, indicating a slight diversification in the types of products reviewed, but still primarily within the books category. Clusters of reviews for \"Books\" continue throughout the timeline, with occasional reviews for other categories like \"Home and Kitchen,\" \"Tools and Home Improvement,\" and \"Office Products\" appearing later on. The overall trend shows a sustained interest in books, with other categories being reviewed intermittently towards the latter part of the sequence." }, { "dim_process": 18, "seq_idx": 923, "seq_len": 49, "time_since_start": [ 0.0, 0.0, 0.42857142857142855, 1.0, 1.0, 1.7142857142857142, 2.142857142857143, 2.7142857142857144, 2.857142857142857, 3.7142857142857144, 4.0, 4.714285714285714, 5.142857142857143, 5.857142857142857, 6.0, 6.142857142857143, 6.142857142857143, 6.428571428571429, 6.428571428571429, 7.0, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.857142857142858, 10.285714285714286, 10.285714285714286, 10.714285714285714, 11.0, 12.0, 12.285714285714286, 14.714285714285714, 15.142857142857142, 15.285714285714286, 15.285714285714286, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.714285714285715, 16.714285714285715, 17.714285714285715, 18.0, 19.285714285714285, 23.714285714285715, 23.857142857142858, 24.142857142857142, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.42857142857142855, 0.5714285714285714, 0.0, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.4285714285714286, 0.0, 0.42857142857142855, 0.2857142857142857, 1.0, 0.2857142857142857, 2.4285714285714284, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 1.0, 0.2857142857142857, 1.2857142857142858, 4.428571428571429, 0.14285714285714285, 0.2857142857142857, 0.0 ], "type_event": [ 10, 8, 10, 6, 10, 10, 14, 14, 10, 8, 8, 10, 7, 10, 8, 0, 14, 10, 0, 10, 14, 10, 8, 10, 10, 7, 14, 8, 7, 10, 10, 10, 7, 10, 7, 7, 10, 7, 10, 7, 10, 14, 7, 7, 7, 7, 7, 7, 0 ], "type_text": [ "Books", "Toys and Games", "Books", "Industrial and Scientific", "Books", "Books", "Movies and TV", "Movies and TV", "Books", "Toys and Games", "Toys and Games", "Books", "Grocery and Gourmet Food", "Books", "Toys and Games", "Other", "Movies and TV", "Books", "Other", "Books", "Movies and TV", "Books", "Toys and Games", "Books", "Books", "Grocery and Gourmet Food", "Movies and TV", "Toys and Games", "Grocery and Gourmet Food", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Books", "Movies and TV", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Other" ], "description": "The sequence of product reviews begins with a focus on Books and Toys and Games, with multiple reviews in these categories occurring within the first few weeks. As time progresses, the user increasingly reviews Movies and TV, alongside a steady presence of Books. A notable shift occurs after the 10-week mark, where Grocery and Gourmet Food reviews become more frequent, dominating the latter part of the sequence. Additionally, there are sporadic reviews in the Other category, primarily clustered towards the end of the timeline. Overall, the trend shows an initial diversity in categories that gradually transitions to a predominance of Grocery and Gourmet Food reviews over time." }, { "dim_process": 18, "seq_idx": 924, "seq_len": 50, "time_since_start": [ 0.0, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.0, 5.428571428571429, 6.0, 6.857142857142857, 7.0, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.0, 8.142857142857142, 8.571428571428571, 8.714285714285714, 9.0, 9.285714285714286, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.0, 12.857142857142858, 13.428571428571429, 13.714285714285714, 14.857142857142858, 15.285714285714286, 15.857142857142858, 16.142857142857142, 16.714285714285715, 17.0, 17.285714285714285, 18.142857142857142, 18.142857142857142, 19.0, 21.0, 22.142857142857142, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.0, 0.8571428571428571, 2.0, 1.1428571428571428, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on books, with a notable concentration of reviews occurring in the first 18 weeks. Reviews are submitted at regular intervals, particularly in the early weeks, with a gradual increase in the spacing between submissions as time progresses. The only deviation from the book reviews is a single entry for the Kindle Store at week 18, indicating a potential shift in product interest. Overall, the trend reflects a sustained engagement with the books category throughout the observed period, with a slight tapering off in frequency towards the end." }, { "dim_process": 18, "seq_idx": 925, "seq_len": 62, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.7142857142857144, 2.7142857142857144, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.857142857142857, 4.857142857142857, 4.857142857142857, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 7.142857142857143, 7.857142857142857, 7.857142857142857, 7.857142857142857, 10.714285714285714, 10.714285714285714, 13.857142857142858, 14.714285714285714, 14.714285714285714, 14.714285714285714, 15.857142857142858, 15.857142857142858, 15.857142857142858, 18.142857142857142, 18.142857142857142, 18.142857142857142, 18.142857142857142, 18.571428571428573, 18.571428571428573, 18.571428571428573, 18.571428571428573, 18.571428571428573, 18.571428571428573, 18.571428571428573, 20.428571428571427, 20.428571428571427, 20.428571428571427, 20.714285714285715, 20.857142857142858, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.8571428571428572, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 1.2857142857142858, 0.0, 0.0, 0.0, 0.0, 1.0, 0.7142857142857143, 0.0, 0.0, 2.857142857142857, 0.0, 3.142857142857143, 0.8571428571428571, 0.0, 0.0, 1.1428571428571428, 0.0, 0.0, 2.2857142857142856, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.8571428571428572, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 3.7142857142857144 ], "type_event": [ 1, 9, 8, 14, 3, 2, 4, 11, 1, 4, 12, 15, 1, 11, 4, 17, 1, 12, 4, 6, 2, 1, 11, 0, 5, 1, 4, 0, 12, 4, 17, 14, 17, 4, 15, 17, 4, 1, 11, 4, 1, 10, 17, 4, 1, 14, 11, 4, 2, 17, 12, 14, 1, 4, 15, 9, 6, 4, 11, 5, 6, 4 ], "type_text": [ "Tools and Home Improvement", "Office Products", "Toys and Games", "Movies and TV", "Arts Crafts and Sewing", "Pet Supplies", "Electronics", "Home and Kitchen", "Tools and Home Improvement", "Electronics", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Electronics", "Cell Phones and Accessories", "Tools and Home Improvement", "Sports and Outdoors", "Electronics", "Industrial and Scientific", "Pet Supplies", "Tools and Home Improvement", "Home and Kitchen", "Other", "Automotive", "Tools and Home Improvement", "Electronics", "Other", "Sports and Outdoors", "Electronics", "Cell Phones and Accessories", "Movies and TV", "Cell Phones and Accessories", "Electronics", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Electronics", "Tools and Home Improvement", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Books", "Cell Phones and Accessories", "Electronics", "Tools and Home Improvement", "Movies and TV", "Home and Kitchen", "Electronics", "Pet Supplies", "Cell Phones and Accessories", "Sports and Outdoors", "Movies and TV", "Tools and Home Improvement", "Electronics", "Clothing Shoes and Jewelry", "Office Products", "Industrial and Scientific", "Electronics", "Home and Kitchen", "Automotive", "Industrial and Scientific", "Electronics" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted simultaneously at the start, with a notable focus on Tools and Home Improvement, Office Products, and Electronics. As time progresses, there is a noticeable clustering of reviews in the Electronics and Tools and Home Improvement categories, particularly around the 1.86 to 4.0-week mark. Reviews for Home and Kitchen, Sports and Outdoors, and Pet Supplies appear more frequently in the mid to later weeks, while Electronics continues to be a consistent choice throughout the timeline. Toward the end of the sequence, there is a significant increase in reviews for Electronics, indicating a sustained interest in that category." }, { "dim_process": 18, "seq_idx": 926, "seq_len": 43, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 2.0, 2.5714285714285716, 3.0, 3.2857142857142856, 3.5714285714285716, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.571428571428571, 5.428571428571429, 5.714285714285714, 6.714285714285714, 7.571428571428571, 8.285714285714286, 9.428571428571429, 9.714285714285714, 10.285714285714286, 10.857142857142858, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.142857142857142, 13.857142857142858, 14.142857142857142, 14.571428571428571, 15.714285714285714, 15.714285714285714, 15.857142857142858, 17.142857142857142, 17.285714285714285, 18.142857142857142, 18.428571428571427, 18.571428571428573, 21.285714285714285, 21.857142857142858, 25.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 1.0, 0.8571428571428571, 0.7142857142857143, 1.1428571428571428, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.0, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 2.7142857142857144, 0.5714285714285714, 3.142857142857143 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a few entries in the Kindle Store, followed by a predominant focus on Books, which continues for an extended period. The reviews for Books appear consistently throughout the timeline, with clusters of entries occurring primarily between the first and fourth weeks, and again from the tenth week onward. Reviews in the Kindle Store are less frequent and tend to occur at the beginning, mid-point, and towards the end of the sequence, indicating a pattern where Books are reviewed more consistently over time compared to the Kindle Store." }, { "dim_process": 18, "seq_idx": 927, "seq_len": 56, "time_since_start": [ 0.0, 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 1.0, 1.0, 2.2857142857142856, 2.857142857142857, 3.0, 3.2857142857142856, 3.5714285714285716, 4.0, 5.142857142857143, 5.142857142857143, 6.0, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.571428571428571, 7.0, 7.428571428571429, 7.428571428571429, 7.428571428571429, 7.428571428571429, 7.571428571428571, 8.0, 8.428571428571429, 8.428571428571429, 9.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 15.428571428571429, 15.571428571428571, 15.714285714285714, 16.0, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.571428571428573, 16.714285714285715, 17.0, 17.0, 17.285714285714285, 17.857142857142858, 18.571428571428573, 19.0, 19.0, 19.285714285714285, 20.428571428571427, 21.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.0, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.0, 0.7142857142857143, 5.142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.0, 0.2857142857142857, 1.1428571428571428, 0.8571428571428571, 4.0 ], "type_event": [ 15, 0, 12, 4, 15, 12, 10, 9, 12, 10, 12, 1, 10, 12, 1, 10, 15, 12, 12, 2, 8, 6, 15, 1, 7, 12, 15, 10, 1, 10, 11, 10, 10, 11, 12, 7, 3, 10, 3, 10, 12, 11, 10, 7, 10, 15, 11, 10, 10, 15, 12, 15, 7, 8, 1, 10 ], "type_text": [ "Clothing Shoes and Jewelry", "Other", "Sports and Outdoors", "Electronics", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Office Products", "Sports and Outdoors", "Books", "Sports and Outdoors", "Tools and Home Improvement", "Books", "Sports and Outdoors", "Tools and Home Improvement", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Sports and Outdoors", "Pet Supplies", "Toys and Games", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Grocery and Gourmet Food", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Tools and Home Improvement", "Books", "Home and Kitchen", "Books", "Books", "Home and Kitchen", "Sports and Outdoors", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Books", "Arts Crafts and Sewing", "Books", "Sports and Outdoors", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Toys and Games", "Tools and Home Improvement", "Books" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Clothing, Sports, and Electronics, all submitted within the first week. As time progresses, there is a noticeable clustering of reviews in the Sports and Outdoors category, particularly in the early weeks. Books also emerge as a prominent category, with multiple reviews appearing consistently throughout the timeline, especially after the first month. Tools and Home Improvement reviews tend to appear later in the sequence, while categories like Home and Kitchen and Grocery and Gourmet Food see entries mainly in the mid to later stages. Overall, the sequence reflects a pattern of varied interests with certain categories, like Books and Sports, receiving more frequent attention over time." }, { "dim_process": 18, "seq_idx": 928, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.4285714285714286, 2.142857142857143, 2.4285714285714284, 3.0, 3.142857142857143, 3.7142857142857144, 4.0, 4.428571428571429, 4.571428571428571, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.714285714285714, 9.714285714285714, 10.142857142857142, 10.428571428571429, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 14.0, 14.428571428571429, 14.857142857142858, 15.0, 15.142857142857142, 15.714285714285714, 16.428571428571427, 17.142857142857142, 18.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 1.0, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with the majority of reviews submitted consistently over time, particularly in the initial weeks. A single review in the \"Other\" category occurs around the four-week mark, but the trend quickly resumes with additional book reviews. The frequency of book reviews remains high throughout the timeline, with clusters of reviews appearing in the early weeks and continuing steadily into later weeks, demonstrating a sustained interest in this category. Overall, the reviews are predominantly concentrated in the \"Books\" category, with minimal variation in the types of reviews submitted." }, { "dim_process": 18, "seq_idx": 929, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0, 1.7142857142857142, 2.142857142857143, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 4.0, 4.142857142857143, 5.142857142857143, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.428571428571429, 7.285714285714286, 7.571428571428571, 8.142857142857142, 10.142857142857142, 10.428571428571429, 11.142857142857142, 12.142857142857142, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.571428571428571, 14.142857142857142, 15.142857142857142, 15.714285714285714, 16.714285714285715, 17.142857142857142, 18.142857142857142, 20.142857142857142, 21.285714285714285, 22.428571428571427, 23.0, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 2.0, 0.2857142857142857, 0.7142857142857143, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 1.0, 0.5714285714285714, 1.0, 0.42857142857142855, 1.0, 2.0, 1.1428571428571428, 1.1428571428571428, 0.5714285714285714, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with all entries occurring within a span of approximately 24 weeks. The reviews are submitted consistently, with a noticeable clustering of activity in the earlier weeks, particularly within the first 10 weeks. After this initial period, the frequency of reviews begins to decrease, with longer intervals between submissions observed in the later weeks. Overall, the trend indicates a high volume of reviews in the initial phase, followed by a gradual decline in activity over time." }, { "dim_process": 18, "seq_idx": 930, "seq_len": 40, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.5714285714285714, 2.0, 2.4285714285714284, 2.7142857142857144, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.857142857142857, 5.428571428571429, 5.571428571428571, 6.428571428571429, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.857142857142858, 12.428571428571429, 12.428571428571429, 12.571428571428571, 13.428571428571429, 13.571428571428571, 14.571428571428571 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.5714285714285714, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a significant number of reviews submitted in this category throughout the timeline. The reviews predominantly occur in the first half of the sequence, with a notable cluster of activity in the early weeks. There are two instances of reviews in the \"Kindle Store\" category, both appearing later in the timeline, indicating a slight diversification in review topics. Overall, the trend indicates a sustained interest in books, with a gradual introduction of Kindle Store reviews towards the end of the sequence." }, { "dim_process": 18, "seq_idx": 931, "seq_len": 47, "time_since_start": [ 0.0, 0.7142857142857143, 1.4285714285714286, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 5.857142857142857, 6.0, 6.0, 6.142857142857143, 6.285714285714286, 6.714285714285714, 6.857142857142857, 8.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 11.285714285714286, 12.571428571428571, 13.142857142857142, 14.0, 14.857142857142858, 15.714285714285714, 16.142857142857142, 16.428571428571427, 17.285714285714285, 17.428571428571427, 18.142857142857142, 18.285714285714285, 18.285714285714285, 18.428571428571427, 18.571428571428573, 18.714285714285715, 22.285714285714285, 22.428571428571427, 23.428571428571427, 23.857142857142858, 24.0, 24.142857142857142, 24.285714285714285, 24.571428571428573, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 2.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 1.2857142857142858, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 3.5714285714285716, 0.14285714285714285, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428 ], "type_event": [ 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews for books, particularly in the early stages, with several clusters occurring within the first 18 weeks. Reviews for the Kindle Store appear intermittently throughout the sequence, often following clusters of book reviews. Notably, there is a significant increase in Kindle Store reviews in the later weeks, especially after week 22, indicating a shift in focus. Overall, the pattern suggests that book reviews are more frequent initially, while Kindle Store reviews become more concentrated towards the end of the sequence." }, { "dim_process": 18, "seq_idx": 932, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 4.0, 4.285714285714286, 4.571428571428571, 5.0, 5.142857142857143, 5.714285714285714, 5.857142857142857, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 10.0, 10.142857142857142, 11.0, 11.285714285714286, 11.428571428571429, 12.142857142857142, 12.142857142857142, 13.0, 13.142857142857142, 13.571428571428571, 14.428571428571429, 15.142857142857142, 16.714285714285715, 18.285714285714285, 18.428571428571427, 20.142857142857142, 20.571428571428573, 23.714285714285715, 24.285714285714285, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.0, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 1.5714285714285714, 1.5714285714285714, 0.14285714285714285, 1.7142857142857142, 0.42857142857142855, 3.142857142857143, 0.5714285714285714, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 16, 16, 16, 16, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. As time progresses, there is a noticeable introduction of reviews for the \"Kindle Store,\" which starts appearing around the seventh week and continues to increase in frequency. The reviews for \"Books\" remain prevalent throughout the sequence, but the \"Kindle Store\" reviews begin to cluster more prominently in the later weeks, particularly around the 20th week. Overall, the pattern indicates an initial concentration on books, followed by a gradual inclusion of Kindle Store reviews, especially in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 933, "seq_len": 50, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.0, 1.2857142857142858, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.142857142857143, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.0, 10.285714285714286, 10.571428571428571, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.571428571428571, 12.857142857142858, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.428571428571429, 14.714285714285714, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.142857142857142, 16.571428571428573, 18.428571428571427, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.8571428571428572, 4.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on books over an extended period. The reviews for books occur frequently and consistently from the beginning of the timeline, with a gradual increase in frequency over the first several weeks. After a sustained period of book reviews, there is a notable transition to a review for the Kindle Store, which occurs significantly later in the timeline. This indicates a long-term engagement with book reviews before a shift to a different category." }, { "dim_process": 18, "seq_idx": 934, "seq_len": 41, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 4.714285714285714, 5.142857142857143, 5.142857142857143, 6.285714285714286, 6.285714285714286, 6.285714285714286, 6.285714285714286, 6.285714285714286, 9.428571428571429, 9.428571428571429, 10.857142857142858, 10.857142857142858, 10.857142857142858, 10.857142857142858, 10.857142857142858, 12.714285714285714, 12.714285714285714, 12.714285714285714, 12.714285714285714, 12.714285714285714, 12.714285714285714, 13.142857142857142, 14.142857142857142, 19.0, 20.857142857142858, 23.0, 23.0, 23.0, 23.0, 24.428571428571427, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.0, 3.142857142857143, 0.42857142857142855, 0.0, 1.1428571428571428, 0.0, 0.0, 0.0, 0.0, 3.142857142857143, 0.0, 1.4285714285714286, 0.0, 0.0, 0.0, 0.0, 1.8571428571428572, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 1.0, 4.857142857142857, 1.8571428571428572, 2.142857142857143, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0 ], "type_event": [ 15, 0, 1, 15, 11, 8, 1, 2, 15, 11, 11, 11, 15, 15, 2, 11, 0, 12, 11, 8, 8, 1, 10, 11, 14, 15, 12, 1, 5, 11, 10, 10, 5, 15, 11, 11, 5, 15, 9, 12, 11 ], "type_text": [ "Clothing Shoes and Jewelry", "Other", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Home and Kitchen", "Toys and Games", "Tools and Home Improvement", "Pet Supplies", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Pet Supplies", "Home and Kitchen", "Other", "Sports and Outdoors", "Home and Kitchen", "Toys and Games", "Toys and Games", "Tools and Home Improvement", "Books", "Home and Kitchen", "Movies and TV", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Tools and Home Improvement", "Automotive", "Home and Kitchen", "Books", "Books", "Automotive", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Automotive", "Clothing Shoes and Jewelry", "Office Products", "Sports and Outdoors", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first few weeks, including Clothing, Other, and Toys. As time progresses, there is a noticeable clustering of reviews in the Home and Kitchen category, particularly around the 1.57 to 6.29 week mark, where multiple reviews are concentrated. The latter part of the sequence shows a return to Clothing Shoes and Jewelry, with additional reviews in Automotive and Sports and Outdoors occurring around the 12.71 to 24.43 week timeframe. Overall, the reviews reflect a pattern of initial variety followed by a significant focus on Home and Kitchen products, before diversifying again later in the timeline." }, { "dim_process": 18, "seq_idx": 935, "seq_len": 57, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 1.7142857142857142, 2.2857142857142856, 2.5714285714285716, 2.5714285714285716, 3.0, 4.142857142857143, 4.714285714285714, 5.142857142857143, 5.428571428571429, 6.285714285714286, 6.857142857142857, 7.0, 7.142857142857143, 8.142857142857142, 8.428571428571429, 8.714285714285714, 9.0, 9.142857142857142, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.0, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.0, 12.285714285714286, 13.0, 13.0, 13.571428571428571, 14.142857142857142, 14.285714285714286, 15.0, 15.142857142857142, 15.857142857142858, 16.0, 16.285714285714285, 16.428571428571427, 16.714285714285715, 17.142857142857142, 17.142857142857142, 17.428571428571427, 18.142857142857142, 21.285714285714285, 23.0, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.42857142857142855, 1.1428571428571428, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.2857142857142857, 0.7142857142857143, 3.142857142857143, 1.7142857142857142, 0.5714285714285714 ], "type_event": [ 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 13, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a notable concentration of reviews occurring in the early weeks, particularly within the first 17 weeks. The \"Kindle Store\" reviews appear sporadically, primarily clustered around the initial weeks and again towards the end of the sequence. There is a single instance of a review in the \"Patio Lawn and Garden\" category, which occurs later in the timeline, indicating a shift in focus. Overall, the reviews trend heavily towards books, with Kindle Store entries serving as occasional interjections throughout the sequence." }, { "dim_process": 18, "seq_idx": 936, "seq_len": 53, "time_since_start": [ 0.0, 0.42857142857142855, 1.4285714285714286, 1.5714285714285714, 2.0, 2.2857142857142856, 2.4285714285714284, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.142857142857143, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.285714285714286, 7.428571428571429, 8.428571428571429, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.142857142857142, 10.428571428571429, 10.714285714285714, 10.714285714285714, 11.142857142857142, 11.428571428571429, 11.714285714285714, 12.428571428571429, 12.428571428571429, 14.0, 14.142857142857142, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.428571428571429, 16.142857142857142, 16.714285714285715, 17.0, 17.142857142857142, 17.571428571428573, 18.142857142857142, 18.714285714285715, 19.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 1.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 1.1428571428571428, 1.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.0, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently throughout the timeline, with a notable concentration in the earlier weeks. Reviews for the Kindle Store appear intermittently, primarily clustered around weeks 6, 10, 12, 14, and 15, with a few additional instances in the later weeks. The frequency of book reviews remains high, with multiple submissions occurring in close succession, while Kindle Store reviews are less frequent and appear more sporadically. Overall, the trend shows a strong emphasis on book reviews, with Kindle Store reviews serving as occasional additions to the sequence." }, { "dim_process": 18, "seq_idx": 937, "seq_len": 48, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0, 1.7142857142857142, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.571428571428571, 5.285714285714286, 6.0, 6.142857142857143, 6.285714285714286, 6.857142857142857, 7.0, 7.285714285714286, 7.428571428571429, 8.285714285714286, 8.857142857142858, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.571428571428571, 10.714285714285714, 11.142857142857142, 11.285714285714286, 11.714285714285714, 12.0, 12.285714285714286, 13.0, 13.285714285714286, 13.714285714285714, 14.142857142857142, 14.285714285714286, 16.142857142857142, 17.0, 18.0, 18.571428571428573, 19.571428571428573, 20.285714285714285, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.0, 1.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.8571428571428572, 0.8571428571428571, 1.0, 0.5714285714285714, 1.0, 0.7142857142857143, 4.0 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. The first review in the \"Kindle Store\" category occurs around two and a half weeks in, but the majority of reviews continue to be for \"Books\" throughout the first several weeks. There is a noticeable clustering of reviews in the \"Books\" category, particularly in the early to mid-weeks, with a gradual introduction of \"Kindle Store\" reviews at various points, particularly around weeks 2.71, 4.57, and later at weeks 20.29 and 24.29. Overall, the trend shows a sustained interest in \"Books\" with intermittent reviews for \"Kindle Store\" appearing at specific intervals." }, { "dim_process": 18, "seq_idx": 938, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0, 1.2857142857142858, 1.4285714285714286, 5.714285714285714, 6.571428571428571, 7.571428571428571, 7.714285714285714, 8.0, 8.142857142857142, 8.285714285714286, 9.571428571428571, 10.285714285714286, 10.428571428571429, 10.428571428571429, 10.571428571428571, 11.0, 11.714285714285714, 12.0, 12.142857142857142, 12.428571428571429, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.142857142857142, 14.857142857142858, 15.285714285714286, 16.142857142857142, 16.571428571428573, 17.0, 17.0, 17.714285714285715, 18.285714285714285, 18.428571428571427, 18.571428571428573, 18.571428571428573, 19.142857142857142, 19.857142857142858, 20.428571428571427, 20.428571428571427, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 4.285714285714286, 0.8571428571428571, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.0, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.0, 2.2857142857142856 ], "type_event": [ 4, 0, 1, 1, 1, 14, 14, 14, 14, 14, 14, 4, 14, 1, 14, 1, 14, 14, 1, 1, 14, 14, 14, 14, 6, 1, 14, 1, 10, 4, 4, 14, 14, 4, 14, 14, 14, 14, 1, 14, 14, 4, 5, 14, 6 ], "type_text": [ "Electronics", "Other", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Electronics", "Movies and TV", "Tools and Home Improvement", "Movies and TV", "Tools and Home Improvement", "Movies and TV", "Movies and TV", "Tools and Home Improvement", "Tools and Home Improvement", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Industrial and Scientific", "Tools and Home Improvement", "Movies and TV", "Tools and Home Improvement", "Books", "Electronics", "Electronics", "Movies and TV", "Movies and TV", "Electronics", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Tools and Home Improvement", "Movies and TV", "Movies and TV", "Electronics", "Automotive", "Movies and TV", "Industrial and Scientific" ], "description": "The sequence of product reviews begins with a mix of categories, including Electronics, Other, and Tools and Home Improvement, primarily concentrated in the first few weeks. As time progresses, there is a noticeable shift towards a predominance of Movies and TV reviews, particularly between weeks 1 and 12, where they cluster significantly. After week 12, while Movies and TV continue to be reviewed, there is a re-emergence of Electronics and a few entries in other categories like Automotive and Industrial and Scientific. Overall, the trend shows an initial diversity in review categories that transitions into a strong focus on Movies and TV, with sporadic returns to other categories later in the sequence." }, { "dim_process": 18, "seq_idx": 939, "seq_len": 51, "time_since_start": [ 0.0, 0.2857142857142857, 1.4285714285714286, 1.4285714285714286, 2.142857142857143, 3.0, 3.0, 3.5714285714285716, 5.571428571428571, 6.0, 6.142857142857143, 6.428571428571429, 7.0, 7.0, 7.428571428571429, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 10.0, 10.142857142857142, 10.285714285714286, 10.571428571428571, 11.0, 11.142857142857142, 11.142857142857142, 11.571428571428571, 12.142857142857142, 13.0, 13.428571428571429, 14.0, 14.0, 14.285714285714286, 15.0, 15.0, 15.428571428571429, 15.571428571428571, 16.0, 16.0, 16.142857142857142, 16.571428571428573, 17.0, 18.0, 18.571428571428573, 19.0, 19.0, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 1.1428571428571428, 0.0, 0.7142857142857143, 0.8571428571428571, 0.0, 0.5714285714285714, 2.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.0, 0.5714285714285714, 0.42857142857142855, 0.0, 5.428571428571429 ], "type_event": [ 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 13, 16, 16, 10, 16, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Patio Lawn and Garden", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, which dominates the early weeks. As time progresses, reviews for the \"Kindle Store\" start to appear, often interspersed with the \"Books\" reviews. There is a noticeable clustering of \"Kindle Store\" reviews around the 3 to 19-week mark, while \"Books\" reviews continue to be submitted consistently throughout the entire sequence. In the later weeks, there is a brief mention of a different category, \"Patio Lawn and Garden,\" but the primary trend remains the frequent submission of reviews for \"Books\" and \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 940, "seq_len": 43, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.0, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.2857142857142856, 3.5714285714285716, 4.142857142857143, 5.0, 5.714285714285714, 6.0, 6.142857142857143, 7.0, 7.285714285714286, 8.0, 8.285714285714286, 8.428571428571429, 9.0, 9.285714285714286, 9.857142857142858, 11.0, 11.142857142857142, 12.0, 12.428571428571429, 12.714285714285714, 13.0, 13.428571428571429, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.714285714285714, 15.0, 15.142857142857142, 16.0, 16.428571428571427, 17.0, 18.0, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 1.0, 5.285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user consists exclusively of reviews in the \"Books\" category. The reviews are submitted consistently over time, with a notable frequency in the initial weeks, particularly within the first 15 weeks. There is a gradual decline in the frequency of reviews as time progresses, with a significant gap observed before the last review submitted around week 23. Overall, the reviews cluster primarily in the earlier part of the timeline, indicating a concentrated period of activity followed by a tapering off." }, { "dim_process": 18, "seq_idx": 941, "seq_len": 48, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 2.0, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.0, 4.428571428571429, 4.428571428571429, 5.285714285714286, 8.0, 8.428571428571429, 9.714285714285714, 10.142857142857142, 10.714285714285714, 11.428571428571429, 11.714285714285714, 12.142857142857142, 12.571428571428571, 13.0, 14.0, 14.571428571428571, 14.714285714285714, 15.142857142857142, 17.428571428571427, 19.285714285714285, 19.571428571428573, 20.428571428571427, 23.428571428571427, 23.571428571428573, 23.714285714285715, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.8571428571428571, 2.7142857142857144, 0.42857142857142855, 1.2857142857142858, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 2.2857142857142856, 1.8571428571428572, 0.2857142857142857, 0.8571428571428571, 3.0, 0.14285714285714285, 0.14285714285714285, 1.0 ], "type_event": [ 1, 4, 11, 10, 16, 4, 6, 10, 13, 10, 10, 10, 10, 2, 10, 15, 10, 10, 11, 10, 11, 10, 16, 9, 2, 7, 10, 10, 9, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 12, 10, 16, 10, 9, 1, 10, 4, 16 ], "type_text": [ "Tools and Home Improvement", "Electronics", "Home and Kitchen", "Books", "Kindle Store", "Electronics", "Industrial and Scientific", "Books", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Kindle Store", "Office Products", "Pet Supplies", "Grocery and Gourmet Food", "Books", "Books", "Office Products", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Kindle Store", "Books", "Office Products", "Tools and Home Improvement", "Books", "Electronics", "Kindle Store" ], "description": "The sequence of product reviews begins with a variety of categories, including Tools and Home Improvement, Electronics, and Home and Kitchen, all submitted within the first week. As time progresses, there is a noticeable clustering of reviews in the Books category, particularly between weeks 1 and 15, where multiple reviews are submitted in close succession. The user also revisits certain categories like Kindle Store and Office Products at intervals, with a significant number of reviews for Books continuing to appear even after several weeks. Towards the end of the sequence, there is a return to reviewing Tools and Home Improvement and Electronics after a longer gap, indicating a varied but concentrated focus on specific categories over time." }, { "dim_process": 18, "seq_idx": 942, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 3.0, 4.142857142857143, 4.428571428571429, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.0, 8.142857142857142, 10.142857142857142, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.285714285714286, 11.428571428571429, 11.857142857142858, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 19.0, 19.428571428571427, 23.428571428571427, 23.571428571428573, 23.714285714285715, 24.571428571428573, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 1.1428571428571428, 0.2857142857142857, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 2.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 3.4285714285714284, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 2.857142857142857, 0.42857142857142855, 4.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428 ], "type_event": [ 10, 16, 10, 16, 16, 10, 16, 16, 10, 16, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a mix of categories, with initial reviews for both Books and the Kindle Store occurring within the first week. Over time, there is a noticeable clustering of reviews for Books, particularly between weeks 1 and 16, where they dominate the sequence. The Kindle Store reviews tend to appear more frequently in the later weeks, especially after week 15, suggesting a shift in focus. Overall, the pattern indicates a transition from a balanced initial interest in both categories to a predominance of Books, followed by a resurgence of Kindle Store reviews in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 943, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 1.4285714285714286, 2.0, 2.5714285714285716, 3.5714285714285716, 4.285714285714286, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.428571428571429, 7.0, 7.285714285714286, 8.0, 8.428571428571429, 8.714285714285714, 9.0, 9.428571428571429, 9.571428571428571, 10.428571428571429, 10.571428571428571, 11.0, 11.142857142857142, 12.142857142857142, 12.428571428571429, 13.0, 13.142857142857142, 13.285714285714286, 13.571428571428571, 14.571428571428571, 17.142857142857142, 17.857142857142858, 18.0, 18.142857142857142, 19.571428571428573, 20.285714285714285, 21.142857142857142, 22.142857142857142, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.2857142857142858, 0.5714285714285714, 0.5714285714285714, 1.0, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 2.5714285714285716, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.7142857142857143, 0.8571428571428571, 1.0, 3.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with all entries occurring within a span of approximately 26 weeks. The reviews are submitted consistently, with a noticeable clustering of activity in the earlier weeks, particularly within the first 14 weeks. After this initial period, the frequency of reviews begins to decrease, with longer intervals between submissions observed in the later weeks, particularly after the 18-week mark. Overall, the trend indicates a high volume of reviews in the initial weeks, tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 944, "seq_len": 80, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.0, 1.4285714285714286, 1.7142857142857142, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.142857142857143, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.285714285714286, 6.714285714285714, 7.0, 7.142857142857143, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 13.285714285714286, 14.142857142857142, 14.714285714285714, 14.857142857142858, 15.428571428571429, 15.714285714285714, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.714285714285715, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.714285714285715, 18.142857142857142, 18.428571428571427, 18.857142857142858, 19.0, 20.0, 20.714285714285715, 21.285714285714285 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.0, 0.7142857142857143, 0.5714285714285714 ], "type_event": [ 0, 0, 0, 0, 0, 0, 14, 0, 0, 0, 0, 0, 0, 0, 10, 0, 10, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 10, 0, 14, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 14, 0, 0, 0, 0, 14, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 15, 14, 0 ], "type_text": [ "Other", "Other", "Other", "Other", "Other", "Other", "Movies and TV", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Books", "Other", "Books", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Books", "Other", "Movies and TV", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Movies and TV", "Other", "Other", "Other", "Other", "Movies and TV", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Other", "Clothing Shoes and Jewelry", "Movies and TV", "Other" ], "description": "The sequence of product reviews begins with a series of \"Other\" category reviews, which dominate the early weeks. Around the two-week mark, reviews for \"Movies and TV\" start to appear, followed by a few \"Books\" reviews around the four-week mark. After a mix of \"Other\" reviews, there is a noticeable increase in \"Movies and TV\" reviews around the seven-week mark, which continues intermittently through the sequence. The latter part of the sequence sees a return to \"Other\" reviews, with a single entry for \"Clothing Shoes and Jewelry\" occurring at the 20-week mark, followed by another \"Movies and TV\" review shortly after. Overall, \"Other\" reviews are the most frequent, while \"Movies and TV\" reviews appear in clusters at specific intervals." }, { "dim_process": 18, "seq_idx": 945, "seq_len": 66, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 2.5714285714285716, 2.7142857142857144, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.714285714285714, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.428571428571429, 7.0, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.0, 9.428571428571429, 9.857142857142858, 10.0, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.0, 12.714285714285714, 13.0, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.285714285714286, 16.0, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.0, 18.428571428571427, 18.571428571428573, 18.714285714285715, 20.142857142857142, 21.571428571428573, 21.714285714285715, 22.571428571428573, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 1.4285714285714286, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, with a majority of reviews consistently submitted over time. Reviews in the \"Kindle Store\" category appear sporadically, primarily clustered around the first and later weeks, specifically at the 1.14, 7.14, 15.29, and 22.57 marks. There are notable clusters of \"Books\" reviews occurring in the early weeks, with sustained activity throughout the timeline, indicating a consistent engagement with this category. The pattern suggests that the user predominantly reviews books, with occasional reviews for the Kindle Store interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 946, "seq_len": 48, "time_since_start": [ 0.0, 0.0, 2.2857142857142856, 2.4285714285714284, 3.2857142857142856, 4.857142857142857, 4.857142857142857, 4.857142857142857, 5.0, 5.0, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 6.571428571428571, 6.571428571428571, 6.571428571428571, 8.428571428571429, 8.428571428571429, 9.285714285714286, 10.285714285714286, 10.571428571428571, 11.142857142857142, 12.285714285714286, 12.285714285714286, 13.0, 13.714285714285714, 13.857142857142858, 14.285714285714286, 14.571428571428571, 14.571428571428571, 15.0, 15.428571428571429, 16.857142857142858, 16.857142857142858, 17.714285714285715, 17.714285714285715, 19.0, 20.0, 20.285714285714285, 20.571428571428573, 22.0, 22.0, 22.285714285714285, 22.571428571428573, 23.142857142857142, 24.428571428571427, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 2.2857142857142856, 0.14285714285714285, 0.8571428571428571, 1.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 1.8571428571428572, 0.0, 0.8571428571428571, 1.0, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.0, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.42857142857142855, 1.4285714285714286, 0.0, 0.8571428571428571, 0.0, 1.2857142857142858, 1.0, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 0.0 ], "type_event": [ 12, 15, 12, 11, 7, 17, 9, 0, 12, 6, 7, 4, 6, 5, 8, 12, 4, 4, 12, 11, 4, 12, 4, 12, 1, 12, 5, 5, 17, 12, 4, 4, 4, 9, 11, 1, 12, 6, 6, 12, 6, 6, 1, 6, 12, 6, 6, 1 ], "type_text": [ "Sports and Outdoors", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Cell Phones and Accessories", "Office Products", "Other", "Sports and Outdoors", "Industrial and Scientific", "Grocery and Gourmet Food", "Electronics", "Industrial and Scientific", "Automotive", "Toys and Games", "Sports and Outdoors", "Electronics", "Electronics", "Sports and Outdoors", "Home and Kitchen", "Electronics", "Sports and Outdoors", "Electronics", "Sports and Outdoors", "Tools and Home Improvement", "Sports and Outdoors", "Automotive", "Automotive", "Cell Phones and Accessories", "Sports and Outdoors", "Electronics", "Electronics", "Electronics", "Office Products", "Home and Kitchen", "Tools and Home Improvement", "Sports and Outdoors", "Industrial and Scientific", "Industrial and Scientific", "Sports and Outdoors", "Industrial and Scientific", "Industrial and Scientific", "Tools and Home Improvement", "Industrial and Scientific", "Sports and Outdoors", "Industrial and Scientific", "Industrial and Scientific", "Tools and Home Improvement" ], "description": "The sequence of product reviews begins with categories related to Sports and Outdoors and Clothing Shoes and Jewelry at the outset, followed by a gradual introduction of various other categories over time. Notably, there is a significant clustering of reviews for Electronics and Industrial and Scientific categories in the later weeks, particularly around the 10 to 24-week mark. Sports and Outdoors reviews appear consistently throughout the timeline, while Home and Kitchen and Tools and Home Improvement reviews are more concentrated in the mid to later weeks. Overall, there is a trend of increasing diversity in review categories as time progresses, with certain categories becoming more prominent in the latter part of the sequence." }, { "dim_process": 18, "seq_idx": 947, "seq_len": 42, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 2.2857142857142856, 3.0, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.285714285714286, 5.0, 5.142857142857143, 6.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 9.0, 10.0, 10.714285714285714, 11.142857142857142, 12.285714285714286, 13.0, 13.142857142857142, 14.285714285714286, 14.571428571428571, 15.571428571428571, 16.142857142857142, 16.571428571428573, 16.857142857142858, 17.285714285714285, 17.428571428571427, 18.0, 18.428571428571427, 18.857142857142858, 19.285714285714285, 21.142857142857142, 21.428571428571427, 22.0 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 0.7142857142857143, 0.42857142857142855, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 1.0, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.8571428571428572, 0.2857142857142857, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, with all entries falling within a continuous timeline. The reviews begin at week 0 and continue steadily, with a notable clustering of reviews occurring in the early weeks, particularly between weeks 0 and 10. As time progresses, the frequency of reviews remains consistent, with additional clusters observed in the later weeks, particularly around weeks 18 and 21. Overall, the pattern indicates a sustained engagement with book reviews throughout the entire period." }, { "dim_process": 18, "seq_idx": 948, "seq_len": 50, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.7142857142857142, 2.4285714285714284, 2.857142857142857, 3.142857142857143, 3.7142857142857144, 3.7142857142857144, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.714285714285714, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.571428571428571, 10.714285714285714, 11.857142857142858, 12.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.285714285714286, 14.714285714285714, 15.285714285714286, 15.428571428571429, 17.142857142857142, 17.571428571428573, 18.714285714285715, 19.571428571428573, 19.571428571428573, 19.714285714285715, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 1.7142857142857142, 0.42857142857142855, 1.1428571428571428, 0.8571428571428571, 0.0, 0.14285714285714285, 5.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple reviews submitted consistently over time, particularly in the early weeks. The \"Kindle Store\" reviews appear less frequently but are clustered around specific intervals, often following a series of \"Books\" reviews. As the timeline progresses, there is a gradual increase in the frequency of \"Kindle Store\" reviews, especially noted in the latter part of the sequence, indicating a potential shift in the user's engagement with that category. Overall, the reviews for \"Books\" dominate the sequence, with \"Kindle Store\" reviews interspersed at various points, particularly after clusters of \"Books\" reviews." }, { "dim_process": 18, "seq_idx": 949, "seq_len": 49, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.0, 1.2857142857142858, 2.0, 2.142857142857143, 3.2857142857142856, 3.857142857142857, 4.0, 4.285714285714286, 4.857142857142857, 6.0, 6.142857142857143, 6.571428571428571, 6.857142857142857, 7.0, 7.571428571428571, 7.714285714285714, 8.0, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.571428571428571, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.0, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.714285714285714, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.714285714285714, 15.0, 15.285714285714286, 15.571428571428571, 15.857142857142858, 17.571428571428573, 17.857142857142858, 20.571428571428573, 20.714285714285715, 21.571428571428573, 22.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 2.7142857142857144, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a few entries in the \"Kindle Store.\" The reviews predominantly occur within the first 15 weeks, with a notable clustering of reviews around the 0 to 15-week mark. After this initial period, there are fewer reviews, with some occurring at approximately 20 weeks and beyond. The timing indicates that the user primarily engaged with books early on, with a gradual tapering off in review frequency as time progresses." }, { "dim_process": 18, "seq_idx": 950, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.0, 1.1428571428571428, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 11.285714285714286, 11.714285714285714, 12.142857142857142, 13.0, 13.142857142857142, 14.428571428571429, 14.571428571428571, 14.571428571428571, 15.0, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.428571428571427, 18.0, 18.142857142857142, 18.428571428571427, 23.285714285714285, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 7.142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 4.857142857142857, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a consistent focus on books, with multiple reviews submitted in the initial weeks. There is a notable shift after several weeks, where reviews continue to cluster around books but also include a brief mention of the Kindle Store. The frequency of reviews appears to decrease after the initial surge, with longer gaps between reviews observed in the later stages, although books remain the predominant category throughout the entire sequence. Overall, the pattern indicates a strong initial engagement with books, followed by a sustained but less frequent review activity over time." }, { "dim_process": 18, "seq_idx": 951, "seq_len": 42, "time_since_start": [ 0.0, 2.5714285714285716, 3.142857142857143, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.142857142857143, 7.142857142857143, 7.142857142857143, 7.571428571428571, 7.571428571428571, 8.428571428571429, 8.571428571428571, 10.428571428571429, 11.428571428571429, 11.428571428571429, 11.714285714285714, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.0, 13.714285714285714, 14.571428571428571, 14.857142857142858, 15.285714285714286, 16.142857142857142, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.285714285714285, 19.714285714285715, 21.142857142857142, 21.142857142857142 ], "time_since_last_event": [ 0.0, 2.5714285714285716, 0.5714285714285714, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.0, 0.0, 0.42857142857142855, 0.0, 0.8571428571428571, 0.14285714285714285, 1.8571428571428572, 1.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 2.4285714285714284, 1.4285714285714286, 0.0 ], "type_event": [ 4, 10, 11, 15, 11, 10, 8, 1, 6, 4, 10, 10, 10, 10, 10, 10, 16, 10, 10, 7, 10, 7, 11, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2, 13, 10, 10, 5, 16, 16, 12, 15 ], "type_text": [ "Electronics", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Toys and Games", "Tools and Home Improvement", "Industrial and Scientific", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Patio Lawn and Garden", "Books", "Books", "Automotive", "Kindle Store", "Kindle Store", "Sports and Outdoors", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a clear progression over time, with a notable concentration of reviews in the Books category, particularly between weeks 4 and 15. Initial reviews for Electronics and various categories occur early, followed by a significant clustering of Book reviews starting around week 4 and continuing through week 15. Other categories, such as Clothing Shoes and Jewelry, appear later in the sequence, while the Kindle Store reviews emerge around weeks 7 and 19. Overall, the trend indicates a strong early interest in Books, with sporadic reviews in other categories throughout the timeline." }, { "dim_process": 18, "seq_idx": 952, "seq_len": 43, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 1.0, 1.2857142857142858, 1.8571428571428572, 3.0, 3.2857142857142856, 6.0, 6.142857142857143, 6.285714285714286, 6.857142857142857, 7.142857142857143, 7.428571428571429, 8.0, 8.142857142857142, 9.0, 9.428571428571429, 10.428571428571429, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 12.0, 12.285714285714286, 13.0, 13.142857142857142, 14.0, 14.285714285714286, 15.857142857142858, 16.0, 16.142857142857142, 17.142857142857142, 17.428571428571427, 18.0, 18.428571428571427, 19.857142857142858, 22.0, 22.285714285714285, 24.0, 25.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.2857142857142857, 2.7142857142857144, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.4285714285714286, 2.142857142857143, 0.2857142857142857, 1.7142857142857142, 1.0, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews categorized under \"Books.\" The reviews are submitted consistently over time, with a notable clustering of submissions occurring within the first 18 weeks. After this initial period, there is a gradual decline in the frequency of reviews, with fewer submissions noted in the later weeks. The reviews are predominantly concentrated in the earlier weeks, with a consistent pattern of submissions observed throughout the time frame." }, { "dim_process": 18, "seq_idx": 953, "seq_len": 43, "time_since_start": [ 0.0, 0.42857142857142855, 1.2857142857142858, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 5.285714285714286, 6.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.857142857142858, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.857142857142858, 13.142857142857142, 13.571428571428571, 13.857142857142858, 16.428571428571427, 16.571428571428573, 17.142857142857142, 17.285714285714285, 17.428571428571427, 18.285714285714285, 19.0, 19.428571428571427, 19.571428571428573, 21.0, 21.142857142857142, 21.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 2.857142857142857, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 2.5714285714285716, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features a consistent focus on the \"Books\" category, with a significant number of reviews submitted in quick succession over the initial weeks. The reviews begin to cluster heavily within the first few weeks, with a notable peak occurring around the 7 to 9-week mark. As the timeline progresses, there is a slight diversification with the introduction of reviews for the \"Kindle Store\" category, which occurs intermittently after the 17-week mark. Overall, the trend shows a strong initial engagement with books, followed by occasional reviews of Kindle-related products." }, { "dim_process": 18, "seq_idx": 954, "seq_len": 47, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.7142857142857144, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.0, 6.857142857142857, 7.0, 7.571428571428571, 7.714285714285714, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.714285714285714, 10.0, 10.285714285714286, 10.714285714285714, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.285714285714286, 12.428571428571429, 13.428571428571429, 17.142857142857142, 18.0, 18.428571428571427, 19.714285714285715, 21.428571428571427, 22.142857142857142, 22.285714285714285, 23.285714285714285, 23.428571428571427, 23.714285714285715, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 3.7142857142857144, 0.8571428571428571, 0.42857142857142855, 1.2857142857142858, 1.7142857142857142, 0.7142857142857143, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user consists exclusively of reviews for books, with all entries occurring over a span of several weeks. The reviews are consistently clustered within the initial weeks, with the majority submitted in the first 12 weeks, indicating a high frequency of activity early on. After this initial period, there is a noticeable gap before reviews resume, with fewer entries occurring in the later weeks, particularly after week 18. Overall, the trend shows a concentrated burst of reviews at the beginning, followed by a significant reduction in frequency as time progresses." }, { "dim_process": 18, "seq_idx": 955, "seq_len": 46, "time_since_start": [ 0.0, 0.7142857142857143, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 2.142857142857143, 2.2857142857142856, 3.4285714285714284, 4.142857142857143, 4.428571428571429, 4.571428571428571, 5.142857142857143, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.714285714285714, 7.0, 7.285714285714286, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.428571428571429, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.571428571428571, 12.142857142857142, 13.0, 13.142857142857142, 13.571428571428571, 13.857142857142858, 14.571428571428571, 15.285714285714286, 16.0, 16.142857142857142, 17.285714285714285, 17.857142857142858, 18.0, 19.142857142857142, 19.857142857142858, 23.0, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.7142857142857143, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 3.142857142857143, 1.7142857142857142 ], "type_event": [ 10, 10, 8, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Toys and Games", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, with the majority of reviews submitted consistently over time, particularly in the early weeks. The reviews for \"Toys and Games\" and \"Home and Kitchen\" appear earlier in the timeline, while \"Kindle Store\" reviews are submitted at both the beginning and later in the sequence. Overall, there is a notable clustering of reviews in the \"Books\" category, especially between the 0 to 20-week mark, indicating a sustained interest in this category throughout the observed period." }, { "dim_process": 18, "seq_idx": 956, "seq_len": 54, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.0, 1.1428571428571428, 1.8571428571428572, 2.0, 2.142857142857143, 2.7142857142857144, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.0, 4.142857142857143, 4.285714285714286, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.142857142857143, 8.0, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.0, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.285714285714286, 13.0, 13.857142857142858, 14.142857142857142, 14.571428571428571, 14.571428571428571, 15.142857142857142, 15.571428571428571, 16.0, 16.571428571428573, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 18.142857142857142, 19.0, 19.142857142857142, 21.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.8571428571428572, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.0, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, which dominates the early and later parts of the timeline, with reviews consistently submitted over several weeks. The first review of the \"Kindle Store\" category occurs around the 2.71-week mark, with a second instance appearing later at approximately the 10.71-week mark, indicating a slight clustering of these reviews. Overall, the reviews are primarily concentrated in the first half of the timeline, with a noticeable drop in frequency after the 19-week mark, suggesting a trend of sustained engagement with books followed by a gradual decline." }, { "dim_process": 18, "seq_idx": 957, "seq_len": 63, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.0, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.0, 4.714285714285714, 4.857142857142857, 5.571428571428571, 5.857142857142857, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.0, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.714285714285714, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.0, 13.285714285714286, 13.571428571428571, 14.0, 14.428571428571429, 15.142857142857142, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.0, 17.285714285714285, 17.714285714285715, 18.428571428571427, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 5.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time, particularly in the early weeks. The reviews cluster primarily in the first 18 weeks, with a noticeable increase in frequency during the initial weeks and a gradual tapering off as time progresses. The only instances of reviews in the \"Kindle Store\" category occur at the 8-week mark and again at the 23-week mark, indicating that these reviews are less frequent compared to the continuous stream of book reviews. Overall, the data reflects a sustained engagement with book reviews, with minimal variation in category focus throughout the observed period." }, { "dim_process": 18, "seq_idx": 958, "seq_len": 43, "time_since_start": [ 0.0, 0.8571428571428571, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.0, 2.0, 2.0, 2.2857142857142856, 2.4285714285714284, 4.0, 5.0, 5.0, 7.142857142857143, 7.857142857142857, 7.857142857142857, 21.0, 21.285714285714285, 21.285714285714285, 21.714285714285715, 21.857142857142858, 22.0, 22.0, 22.0, 22.142857142857142, 22.142857142857142, 22.142857142857142, 22.571428571428573, 22.571428571428573, 22.857142857142858, 23.0, 23.0, 23.142857142857142, 23.142857142857142, 23.142857142857142, 23.285714285714285, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 1.0, 0.0, 2.142857142857143, 0.7142857142857143, 0.0, 13.142857142857142, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 1.0 ], "type_event": [ 1, 1, 13, 7, 7, 0, 4, 8, 4, 11, 15, 11, 7, 15, 12, 9, 15, 11, 13, 15, 1, 11, 15, 2, 7, 4, 4, 1, 4, 12, 8, 0, 11, 11, 10, 7, 12, 2, 11, 7, 2, 12, 0 ], "type_text": [ "Tools and Home Improvement", "Tools and Home Improvement", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Other", "Electronics", "Toys and Games", "Electronics", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Office Products", "Clothing Shoes and Jewelry", "Home and Kitchen", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Clothing Shoes and Jewelry", "Pet Supplies", "Grocery and Gourmet Food", "Electronics", "Electronics", "Tools and Home Improvement", "Electronics", "Sports and Outdoors", "Toys and Games", "Other", "Home and Kitchen", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Sports and Outdoors", "Pet Supplies", "Home and Kitchen", "Grocery and Gourmet Food", "Pet Supplies", "Sports and Outdoors", "Other" ], "description": "The sequence of product reviews shows an initial focus on Tools and Home Improvement, followed by a diverse range of categories including Grocery and Gourmet Food, Electronics, and Home and Kitchen within the first few weeks. As time progresses, the user continues to review various categories, with notable clusters around Clothing Shoes and Jewelry and Home and Kitchen. There is a significant gap before a resurgence in reviews, predominantly in Electronics and Home and Kitchen, occurring later in the timeline. The pattern indicates a varied interest across multiple categories, with certain types of products being reviewed more frequently in specific periods." }, { "dim_process": 18, "seq_idx": 959, "seq_len": 48, "time_since_start": [ 0.0, 0.2857142857142857, 1.4285714285714286, 1.8571428571428572, 2.0, 2.7142857142857144, 3.0, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.571428571428571, 5.0, 5.142857142857143, 6.857142857142857, 7.0, 7.428571428571429, 7.857142857142857, 8.571428571428571, 9.0, 9.428571428571429, 9.571428571428571, 10.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 12.857142857142858, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.285714285714286, 14.857142857142858, 15.0, 15.142857142857142, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.857142857142858, 17.0, 17.428571428571427, 17.714285714285715, 18.0, 18.285714285714285, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 5.285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews primarily consists of reviews for books, which are submitted consistently over a span of time, with a notable concentration of reviews occurring in the first 18 weeks. The reviews appear to cluster closely together, especially in the initial weeks, with a gradual increase in the time between submissions as the sequence progresses. Towards the end of the timeline, there is a single review for the Kindle Store, indicating a shift in the type of product reviewed after an extended period focused solely on books." }, { "dim_process": 18, "seq_idx": 960, "seq_len": 46, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.0, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 3.0, 4.142857142857143, 4.285714285714286, 6.0, 6.142857142857143, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.0, 9.428571428571429, 9.571428571428571, 10.0, 10.857142857142858, 11.714285714285714, 12.0, 12.0, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 14.142857142857142, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.428571428571427, 16.714285714285715, 20.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 3.4285714285714284 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a few entries in the \"Kindle Store.\" Most reviews are concentrated in the early weeks, particularly within the first 12 weeks, where the majority of reviews are submitted. The reviews for \"Books\" are predominantly clustered together, with only occasional entries for the \"Kindle Store,\" which appear primarily at the beginning and around the 12-week mark. After the initial surge, there is a noticeable drop in frequency, with fewer reviews submitted in the later weeks, particularly after the 16-week point." }, { "dim_process": 18, "seq_idx": 961, "seq_len": 95, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.0, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.0, 9.714285714285714, 9.857142857142858, 10.0, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 12.0, 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10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of entries categorized as \"Books,\" which are submitted consistently over time, with a noticeable clustering in the earlier weeks. The reviews begin at week zero and continue steadily, with a gradual increase in frequency observed until around week 13. At week 13, a review for the \"Kindle Store\" is introduced, but the majority of reviews remain focused on \"Books.\" After this point, the trend of reviewing \"Books\" continues without significant interruption, with a few additional entries for the \"Kindle Store\" appearing later on. Overall, the pattern indicates a sustained interest in \"Books\" throughout the entire sequence, with only sporadic mentions of the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 962, "seq_len": 148, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.0, 4.0, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 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10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a mix of reviews for both the \"Books\" and \"Kindle Store\" categories, with a notable clustering of \"Books\" reviews occurring in the initial weeks. As time progresses, there is a gradual increase in the frequency of \"Kindle Store\" reviews, particularly around the 17-week mark, where they become more prominent. Overall, \"Books\" reviews dominate the early and middle parts of the timeline, while \"Kindle Store\" reviews show a tendency to cluster later in the sequence, particularly in the latter half. The pattern indicates a consistent focus on \"Books,\" with intermittent reviews for the \"Kindle Store\" throughout the timeline." }, { "dim_process": 18, "seq_idx": 963, "seq_len": 40, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 1.0, 1.0, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.0, 2.2857142857142856, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.4285714285714284, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.714285714285714, 5.142857142857143, 5.857142857142857, 6.714285714285714, 7.428571428571429, 7.428571428571429, 7.571428571428571, 7.571428571428571, 8.428571428571429, 8.428571428571429, 18.428571428571427, 18.428571428571427, 18.428571428571427, 18.428571428571427, 19.428571428571427, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.8571428571428571, 0.0, 10.0, 0.0, 0.0, 0.0, 1.0, 2.857142857142857 ], "type_event": [ 16, 10, 0, 16, 10, 16, 16, 10, 7, 10, 11, 16, 16, 10, 16, 10, 7, 16, 10, 9, 10, 7, 16, 10, 10, 10, 16, 12, 7, 0, 16, 10, 10, 16, 13, 10, 7, 0, 16, 9 ], "type_text": [ "Kindle Store", "Books", "Other", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Grocery and Gourmet Food", "Kindle Store", "Books", "Office Products", "Books", "Grocery and Gourmet Food", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Sports and Outdoors", "Grocery and Gourmet Food", "Other", "Kindle Store", "Books", "Books", "Kindle Store", "Patio Lawn and Garden", "Books", "Grocery and Gourmet Food", "Other", "Kindle Store", "Office Products" ], "description": "The sequence of product reviews begins with a focus on the Kindle Store and Books, with multiple reviews in these categories occurring within the first few weeks. As time progresses, there is a gradual diversification into other categories such as Grocery and Gourmet Food and Office Products, particularly around the 4-week mark. Reviews for Books continue to be prominent throughout the sequence, with a noticeable clustering of reviews around the 4 to 8-week period. Later in the timeline, there is a resurgence of reviews in the Kindle Store and a return to previously reviewed categories, indicating a sustained interest in Books and Grocery and Gourmet Food over an extended period." }, { "dim_process": 18, "seq_idx": 964, "seq_len": 40, "time_since_start": [ 0.0, 1.2857142857142858, 1.4285714285714286, 2.0, 2.2857142857142856, 2.7142857142857144, 3.857142857142857, 5.428571428571429, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.285714285714286, 10.0, 10.285714285714286, 12.0, 12.142857142857142, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.0, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.0, 16.428571428571427, 16.571428571428573, 17.0, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.857142857142858, 18.0, 18.428571428571427 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 1.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 3.7142857142857144, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a series of reviews focused exclusively on books, which dominate the early weeks. There is a notable shift at around six weeks in, where a review for the Kindle Store appears alongside additional book reviews. The pattern continues with a consistent frequency of book reviews, with clusters occurring at various intervals, particularly around the 12 to 18-week mark, where multiple reviews are submitted within a short timeframe. Overall, the reviews are heavily concentrated in the book category, with only one instance of a review for the Kindle Store." }, { "dim_process": 18, "seq_idx": 965, "seq_len": 47, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 3.142857142857143, 3.857142857142857, 4.571428571428571, 5.0, 5.285714285714286, 6.285714285714286, 6.428571428571429, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.571428571428571, 9.714285714285714, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 12.0, 13.142857142857142, 13.571428571428571, 13.714285714285714, 14.0, 14.571428571428571, 14.571428571428571, 14.714285714285714, 14.714285714285714, 15.0, 15.428571428571429, 15.714285714285714, 16.142857142857142, 16.714285714285715, 17.142857142857142, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.428571428571427, 20.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.8571428571428572, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 1.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 2.2857142857142856 ], "type_event": [ 10, 10, 15, 10, 7, 10, 10, 10, 10, 10, 10, 10, 14, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 14, 10, 10, 10, 14, 10, 14, 10, 10, 10, 10, 10, 10, 14, 10, 14, 14, 14, 14, 14 ], "type_text": [ "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, particularly in the initial weeks, where multiple reviews are submitted in close succession. The first review outside the \"Books\" category appears after nearly three weeks, with \"Clothing Shoes and Jewelry\" and \"Grocery and Gourmet Food\" being reviewed before a shift towards \"Movies and TV.\" Reviews for \"Movies and TV\" begin to cluster around the 13-week mark, with a notable increase in frequency towards the end of the sequence. Overall, there is a clear trend of early reviews being heavily weighted towards books, followed by a gradual increase in reviews for movies and TV as time progresses." }, { "dim_process": 18, "seq_idx": 966, "seq_len": 64, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 3.0, 3.4285714285714284, 4.0, 5.142857142857143, 5.285714285714286, 5.857142857142857, 6.285714285714286, 7.0, 7.142857142857143, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.571428571428571, 9.714285714285714, 10.285714285714286, 10.571428571428571, 11.0, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.714285714285714, 13.0, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.714285714285714, 14.714285714285714, 15.142857142857142, 16.571428571428573, 16.857142857142858, 17.0, 17.0, 17.285714285714285, 17.857142857142858, 18.857142857142858, 19.285714285714285, 19.714285714285715, 21.285714285714285, 23.571428571428573, 25.0, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 1.0, 0.42857142857142855, 0.42857142857142855, 1.5714285714285714, 2.2857142857142856, 1.4285714285714286, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 15, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, which dominates the early and middle periods, with multiple reviews clustered closely together. The \"Kindle Store\" category appears intermittently, primarily after the first week and again in the later weeks, indicating a secondary focus. There are notable clusters of reviews for \"Books\" around the 0 to 14-week mark, with a gradual tapering off as time progresses, while \"Kindle Store\" reviews tend to appear less frequently and are often interspersed among the \"Books\" reviews. Overall, the pattern suggests a sustained interest in books, with occasional engagement with the Kindle Store at various intervals." }, { "dim_process": 18, "seq_idx": 967, "seq_len": 48, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.571428571428571, 4.857142857142857, 5.0, 5.857142857142857, 6.285714285714286, 6.857142857142857, 7.0, 7.571428571428571, 7.857142857142857, 8.571428571428571, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.857142857142858, 14.0, 14.285714285714286, 14.571428571428571, 15.571428571428571, 15.857142857142858, 16.0, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.714285714285715, 17.857142857142858, 18.857142857142858, 19.142857142857142, 21.0, 22.0, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 1.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.0, 0.2857142857142857, 1.8571428571428572, 1.0, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user shows a consistent focus on the \"Books\" category throughout the entire timeline. Reviews are submitted at relatively regular intervals, with a notable clustering of submissions occurring in the early weeks, particularly within the first 12 weeks. After this initial period, the frequency of reviews appears to taper off slightly, with fewer submissions noted in the later weeks, though reviews continue to be submitted intermittently up to week 22. Overall, the trend indicates a strong and sustained interest in books, with a gradual decrease in review frequency as time progresses." }, { "dim_process": 18, "seq_idx": 968, "seq_len": 76, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.0, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.428571428571429, 4.714285714285714, 5.0, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.0, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.571428571428571, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 10.0, 10.285714285714286, 10.428571428571429, 10.428571428571429, 10.857142857142858, 11.0, 11.571428571428571, 12.285714285714286, 13.0, 13.428571428571429, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 15.285714285714286, 15.285714285714286, 15.571428571428571, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.285714285714285, 18.0, 20.0, 20.285714285714285, 21.142857142857142, 22.0, 23.142857142857142, 23.571428571428573, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 2.0, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 1.1428571428571428, 0.42857142857142855, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The user submits multiple reviews for books in clusters, particularly in the initial weeks, with a gradual increase in the frequency of reviews as time progresses. Reviews for the \"Kindle Store\" category appear less frequently and tend to cluster at specific intervals, often following several book reviews. Overall, the pattern indicates a sustained interest in books, with occasional reviews for the Kindle Store interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 969, "seq_len": 85, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 2.0, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.5714285714285716, 3.857142857142857, 3.857142857142857, 3.857142857142857, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.285714285714286, 5.285714285714286, 5.285714285714286, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 6.428571428571429, 6.428571428571429, 6.857142857142857, 7.857142857142857, 8.0, 8.0, 8.0, 8.571428571428571, 8.571428571428571, 8.571428571428571, 9.142857142857142, 10.0, 10.142857142857142, 10.142857142857142, 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[ "Books", "Other", "Home and Kitchen", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Pet Supplies", "Home and Kitchen", "Clothing Shoes and Jewelry", "Pet Supplies", "Electronics", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Tools and Home Improvement", "Pet Supplies", "Home and Kitchen", "Home and Kitchen", "Pet Supplies", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Electronics", "Home and Kitchen", "Tools and Home Improvement", "Grocery and Gourmet Food", "Electronics", "Clothing Shoes and Jewelry", "Office Products", "Tools and Home Improvement", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Pet Supplies", "Electronics", "Home and Kitchen", "Electronics", "Grocery and Gourmet Food", "Home and Kitchen", "Arts Crafts and Sewing", "Home and Kitchen", "Industrial and Scientific", "Tools and Home Improvement", "Patio Lawn and Garden", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Other", "Grocery and Gourmet Food", "Office Products", "Home and Kitchen", "Patio Lawn and Garden", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Home and Kitchen", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Grocery and Gourmet Food", "Industrial and Scientific", "Home and Kitchen", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Home and Kitchen", "Toys and Games", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Pet Supplies", "Home and Kitchen", "Home and Kitchen", "Patio Lawn and Garden", "Pet Supplies", "Patio Lawn and Garden", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Tools and Home Improvement", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first week, primarily focusing on Home and Kitchen, Pet Supplies, and Grocery and Gourmet Food. Over time, there is a noticeable clustering of reviews in the Home and Kitchen category, which appears consistently throughout the timeline, particularly in the early and later weeks. Clothing Shoes and Jewelry also shows a significant presence, especially in the middle of the sequence. Additionally, Tools and Home Improvement and Grocery and Gourmet Food reviews appear more frequently in the latter half of the timeline, indicating a trend of increasing engagement with these categories as time progresses. Overall, the reviews are spread across various categories, with certain types becoming more prominent at different stages." }, { "dim_process": 18, "seq_idx": 970, "seq_len": 64, "time_since_start": [ 0.0, 0.8571428571428571, 1.1428571428571428, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.5714285714285716, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.857142857142857, 5.0, 5.0, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.714285714285714, 7.857142857142857, 8.0, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.0, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 15.142857142857142, 15.714285714285714, 15.857142857142858, 16.0, 16.571428571428573, 16.571428571428573, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 5.714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Most reviews occur in the early weeks, with a notable cluster of reviews within the first 16 weeks, primarily for books. The reviews for the \"Kindle Store\" category appear sporadically, primarily after the 4-week mark, with a significant gap before the last review in this category at week 22. Overall, the trend indicates a strong initial engagement with books, followed by occasional reviews for the Kindle Store." }, { "dim_process": 18, "seq_idx": 971, "seq_len": 47, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 2.4285714285714284, 2.4285714285714284, 2.857142857142857, 3.2857142857142856, 3.7142857142857144, 4.0, 4.428571428571429, 5.0, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.142857142857143, 6.428571428571429, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.857142857142858, 9.142857142857142, 9.714285714285714, 10.0, 10.285714285714286, 10.714285714285714, 11.142857142857142, 11.857142857142858, 12.142857142857142, 12.285714285714286, 13.0, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.428571428571429, 16.0, 16.428571428571427, 16.714285714285715, 17.142857142857142, 17.428571428571427, 17.857142857142858, 22.571428571428573, 25.0 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 4.714285714285714, 2.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable concentration of reviews occurring within the first 17 weeks. There is a single review for the \"Kindle Store\" category at week 2.43, but the majority of reviews are clustered in the \"Books\" category throughout the entire timeline, indicating a sustained interest in this category over time. After week 17, the frequency of reviews appears to decrease, with only a few reviews submitted in the later weeks." }, { "dim_process": 18, "seq_idx": 972, "seq_len": 54, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.2857142857142858, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.142857142857142, 8.285714285714286, 8.714285714285714, 9.428571428571429, 9.571428571428571, 11.142857142857142, 11.571428571428571, 11.714285714285714, 12.571428571428571, 13.0, 13.285714285714286, 13.714285714285714, 13.857142857142858, 13.857142857142858, 14.0, 14.714285714285714, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.714285714285714, 16.142857142857142, 16.428571428571427, 17.142857142857142, 18.0, 18.142857142857142, 18.285714285714285, 19.571428571428573, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 1.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 3.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 20 weeks. There are two notable instances of reviews for the \"Kindle Store,\" both occurring around the 8-week and 14-week marks. The reviews show a clustering pattern, with multiple reviews submitted in close succession, particularly in the early weeks, followed by a gradual tapering off in frequency as time progresses. Overall, the user primarily engages with the \"Books\" category throughout the timeline, with only occasional reviews for the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 973, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.0, 1.0, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 1.8571428571428572, 2.857142857142857, 3.0, 3.0, 3.0, 3.5714285714285716, 3.857142857142857, 8.714285714285714, 8.857142857142858, 9.571428571428571, 9.857142857142858, 11.571428571428571, 14.857142857142858, 15.285714285714286, 15.857142857142858, 15.857142857142858, 16.571428571428573, 16.714285714285715, 17.142857142857142, 18.857142857142858, 18.857142857142858, 19.142857142857142, 19.714285714285715, 20.0, 21.0, 22.857142857142858, 23.142857142857142, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 1.0, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 4.857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.7142857142857142, 3.2857142857142856, 0.42857142857142855, 0.5714285714285714, 0.0, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 1.7142857142857142, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.0, 1.8571428571428572, 0.2857142857142857, 0.8571428571428571 ], "type_event": [ 10, 11, 11, 0, 13, 2, 0, 12, 10, 10, 10, 15, 13, 10, 11, 7, 0, 8, 10, 11, 4, 10, 11, 11, 8, 12, 4, 15, 8, 10, 7, 15, 3, 10, 1, 13, 15, 0, 7, 12 ], "type_text": [ "Books", "Home and Kitchen", "Home and Kitchen", "Other", "Patio Lawn and Garden", "Pet Supplies", "Other", "Sports and Outdoors", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Other", "Toys and Games", "Books", "Home and Kitchen", "Electronics", "Books", "Home and Kitchen", "Home and Kitchen", "Toys and Games", "Sports and Outdoors", "Electronics", "Clothing Shoes and Jewelry", "Toys and Games", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Books", "Tools and Home Improvement", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Other", "Grocery and Gourmet Food", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with a focus on Books and Home and Kitchen items in the early weeks, with a notable clustering of reviews in these categories. As time progresses, there is a gradual diversification into other categories such as Pet Supplies, Sports and Outdoors, and Clothing Shoes and Jewelry, with some peaks in Books around the one-week and three-week marks. After a significant gap, reviews re-emerge with a concentration on Home and Kitchen and Electronics around the nine-week mark, followed by a mix of categories including Toys and Games and Grocery and Gourmet Food in the subsequent weeks. The later reviews show a trend of more varied categories, including a return to Clothing Shoes and Jewelry and an increase in Other categories as time goes on." }, { "dim_process": 18, "seq_idx": 974, "seq_len": 57, "time_since_start": [ 0.0, 0.2857142857142857, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 2.0, 2.142857142857143, 2.2857142857142856, 2.857142857142857, 4.285714285714286, 5.0, 5.285714285714286, 6.0, 6.285714285714286, 6.714285714285714, 7.0, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.857142857142858, 9.0, 9.428571428571429, 10.0, 10.285714285714286, 11.0, 11.857142857142858, 12.0, 12.142857142857142, 12.857142857142858, 13.0, 13.285714285714286, 13.857142857142858, 14.0, 14.285714285714286, 14.428571428571429, 15.857142857142858, 16.142857142857142, 16.428571428571427, 16.571428571428573, 17.0, 17.285714285714285, 17.428571428571427, 17.857142857142858, 18.0, 18.857142857142858, 19.571428571428573, 19.857142857142858, 20.142857142857142, 21.0, 21.142857142857142, 21.428571428571427, 21.857142857142858, 22.0, 22.142857142857142, 22.428571428571427, 23.857142857142858, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user shows a consistent pattern of reviewing books over an extended period. The reviews are predominantly clustered within the first few weeks, with a notable concentration of entries occurring in the initial 0 to 20 weeks. After week 20, the frequency of reviews decreases significantly, indicating a shift in the user's activity. Overall, the reviews are primarily concentrated in the early stages, with a gradual tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 975, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.0, 1.0, 1.4285714285714286, 1.5714285714285714, 2.2857142857142856, 2.5714285714285716, 3.0, 3.0, 4.857142857142857, 6.0, 7.0, 8.285714285714286, 8.285714285714286, 8.428571428571429, 9.142857142857142, 9.571428571428571, 10.285714285714286, 12.857142857142858, 13.571428571428571, 14.428571428571429, 14.571428571428571, 15.142857142857142, 15.285714285714286, 15.428571428571429, 17.142857142857142, 18.285714285714285, 18.571428571428573, 18.571428571428573, 18.571428571428573, 18.571428571428573, 18.714285714285715, 19.285714285714285, 19.285714285714285, 20.0, 20.428571428571427, 21.142857142857142, 25.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.0, 1.8571428571428572, 1.1428571428571428, 1.0, 1.2857142857142858, 0.0, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 2.5714285714285716, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 1.1428571428571428, 0.2857142857142857, 0.0, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 4.142857142857143, 0.0 ], "type_event": [ 16, 10, 1, 2, 15, 10, 16, 10, 6, 11, 13, 10, 10, 10, 10, 2, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 11, 6, 5, 2, 10, 13, 2, 16, 16, 16, 15, 0 ], "type_text": [ "Kindle Store", "Books", "Tools and Home Improvement", "Pet Supplies", "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Books", "Industrial and Scientific", "Home and Kitchen", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Home and Kitchen", "Industrial and Scientific", "Automotive", "Pet Supplies", "Books", "Patio Lawn and Garden", "Pet Supplies", "Kindle Store", "Kindle Store", "Kindle Store", "Clothing Shoes and Jewelry", "Other" ], "description": "The sequence of product reviews shows a prominent focus on the \"Books\" category, with multiple reviews submitted consistently over time, particularly clustered between weeks 1 and 18. The user also engages with a variety of other categories, such as \"Kindle Store,\" \"Pet Supplies,\" and \"Home and Kitchen,\" but these reviews appear less frequently and are often interspersed among the reviews for books. Notably, there is a significant concentration of reviews for books in the later weeks, indicating a sustained interest in that category over time. Additionally, reviews for \"Kindle Store\" occur at various points, suggesting a recurring engagement with digital reading materials." }, { "dim_process": 18, "seq_idx": 976, "seq_len": 49, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 5.857142857142857, 5.857142857142857, 5.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 7.0, 7.0, 7.0, 7.0, 7.0, 14.0, 14.0, 14.0, 14.0, 14.0, 14.0, 14.0, 14.0, 14.0, 18.142857142857142, 18.142857142857142, 18.142857142857142, 18.142857142857142, 18.142857142857142, 21.857142857142858, 21.857142857142858, 21.857142857142858, 21.857142857142858, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.142857142857143, 0.0, 0.0, 0.0, 0.0, 3.4285714285714284, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 7.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.142857142857143, 0.0, 0.0, 0.0, 0.0, 3.7142857142857144, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 1, 11, 10, 4, 10, 15, 1, 13, 9, 12, 11, 6, 15, 11, 13, 1, 6, 4, 11, 10, 12, 11, 1, 10, 4, 12, 11, 10, 0, 15, 7, 11, 15, 12, 9, 10, 4, 1, 13, 13, 1, 12, 4, 11, 12, 4, 11, 2, 17 ], "type_text": [ "Tools and Home Improvement", "Home and Kitchen", "Books", "Electronics", "Books", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Patio Lawn and Garden", "Office Products", "Sports and Outdoors", "Home and Kitchen", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement", "Industrial and Scientific", "Electronics", "Home and Kitchen", "Books", "Sports and Outdoors", "Home and Kitchen", "Tools and Home Improvement", "Books", "Electronics", "Sports and Outdoors", "Home and Kitchen", "Books", "Other", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Office Products", "Books", "Electronics", "Tools and Home Improvement", "Patio Lawn and Garden", "Patio Lawn and Garden", "Tools and Home Improvement", "Sports and Outdoors", "Electronics", "Home and Kitchen", "Sports and Outdoors", "Electronics", "Home and Kitchen", "Pet Supplies", "Cell Phones and Accessories" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the first week, including Tools and Home Improvement, Home and Kitchen, and Electronics. A cluster of reviews occurs around the third week, with multiple categories such as Clothing Shoes and Jewelry and Industrial and Scientific being reviewed simultaneously. After a gap, reviews resume around the sixth week, predominantly in the Home and Kitchen and Electronics categories, followed by another cluster at the seventh week. The reviews continue to be submitted in clusters at the 14th week, covering a wide array of categories, and further clusters appear at the 18th and 21st weeks, with a notable focus on Sports and Outdoors and Electronics in the later submissions." }, { "dim_process": 18, "seq_idx": 977, "seq_len": 49, "time_since_start": [ 0.0, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 2.0, 2.4285714285714284, 2.5714285714285716, 4.428571428571429, 4.857142857142857, 5.0, 5.714285714285714, 6.428571428571429, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.714285714285714, 8.714285714285714, 9.142857142857142, 9.571428571428571, 10.0, 10.714285714285714, 10.857142857142858, 11.142857142857142, 12.0, 12.714285714285714, 13.0, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.571428571428571, 14.714285714285714, 15.0, 15.428571428571429, 15.714285714285714, 16.0, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.285714285714285, 19.142857142857142, 19.714285714285715, 19.857142857142858, 21.0, 21.0, 21.571428571428573, 22.285714285714285, 23.285714285714285, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.8571428571428572, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.0, 0.5714285714285714, 0.7142857142857143, 1.0, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The reviews for \"Books\" occur frequently in clusters, particularly in the initial weeks, with a noticeable peak around the 1 to 2-week mark and continuing steadily until the 24-week mark. The \"Kindle Store\" reviews appear less frequently, with two instances occurring at approximately the 6 and 21-week marks, while a single review for \"Pet Supplies\" is noted around the 14-week mark. Overall, the majority of reviews are concentrated in the early to mid-weeks, with a gradual tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 978, "seq_len": 43, "time_since_start": [ 0.0, 0.2857142857142857, 1.1428571428571428, 2.4285714285714284, 4.428571428571429, 6.571428571428571, 7.0, 7.285714285714286, 7.428571428571429, 7.714285714285714, 8.142857142857142, 8.428571428571429, 8.714285714285714, 8.714285714285714, 9.142857142857142, 9.714285714285714, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.428571428571429, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.571428571428571, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.0, 15.142857142857142, 15.285714285714286, 15.285714285714286, 15.428571428571429, 15.571428571428571, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.0, 17.142857142857142, 19.571428571428573, 21.428571428571427, 22.571428571428573, 23.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.2857142857142858, 2.0, 2.142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 2.4285714285714284, 1.8571428571428572, 1.1428571428571428, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs frequently and consistently throughout the timeline, particularly in the earlier weeks. The reviews for the \"Kindle Store\" category appear less frequently and are generally clustered around specific points, notably at weeks 2, 8, 15, and later weeks 19 and 22. The reviews for \"Books\" peak in frequency between weeks 7 and 15, with a gradual decline in the number of reviews as time progresses, while \"Kindle Store\" reviews tend to appear after several weeks of \"Books\" reviews, suggesting a pattern of initial engagement with books before a shift to the Kindle Store." }, { "dim_process": 18, "seq_idx": 979, "seq_len": 46, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.4285714285714284, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 4.0, 10.285714285714286, 10.428571428571429, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.0, 12.857142857142858, 13.0, 13.428571428571429, 13.857142857142858, 14.285714285714286, 14.714285714285714, 14.857142857142858, 14.857142857142858, 15.142857142857142, 15.285714285714286, 16.285714285714285, 16.857142857142858, 17.0, 17.0, 17.142857142857142, 17.285714285714285, 17.571428571428573, 18.285714285714285, 18.428571428571427, 18.571428571428573, 19.285714285714285, 23.0, 23.142857142857142, 23.714285714285715, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 6.285714285714286, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 1.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 3.7142857142857144, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 16, 16, 16, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a concentration of reviews in the \"Books\" category during the initial weeks, with multiple entries occurring in close succession. After a few weeks, there is a noticeable introduction of reviews in the \"Kindle Store\" category, which appears intermittently alongside continued reviews for \"Books.\" As time progresses, the frequency of \"Kindle Store\" reviews increases, particularly in the later weeks, while \"Books\" reviews remain consistently present throughout the sequence. The events show a trend where \"Books\" reviews dominate the early timeline, and \"Kindle Store\" reviews become more prominent in the latter part of the sequence." }, { "dim_process": 18, "seq_idx": 980, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.0, 0.2857142857142857, 8.428571428571429, 8.428571428571429, 8.428571428571429, 8.428571428571429, 8.428571428571429, 9.0, 9.0, 9.0, 9.0, 9.0, 9.0, 9.0, 9.285714285714286, 9.428571428571429, 9.428571428571429, 11.142857142857142, 11.142857142857142, 11.571428571428571, 11.571428571428571, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 12.0, 12.0, 13.0, 13.0, 13.0, 18.714285714285715, 20.285714285714285, 20.285714285714285, 22.714285714285715, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.2857142857142857, 8.142857142857142, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 1.7142857142857142, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 1.0, 0.0, 0.0, 5.714285714285714, 1.5714285714285714, 0.0, 2.4285714285714284, 0.0 ], "type_event": [ 15, 10, 8, 8, 7, 9, 15, 13, 8, 10, 17, 0, 14, 1, 12, 11, 8, 11, 2, 7, 15, 12, 10, 12, 11, 15, 0, 7, 0, 3, 7, 9, 8, 4, 2, 2, 11, 2, 15, 10 ], "type_text": [ "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Toys and Games", "Grocery and Gourmet Food", "Office Products", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Toys and Games", "Books", "Cell Phones and Accessories", "Other", "Movies and TV", "Tools and Home Improvement", "Sports and Outdoors", "Home and Kitchen", "Toys and Games", "Home and Kitchen", "Pet Supplies", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Grocery and Gourmet Food", "Other", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Office Products", "Toys and Games", "Electronics", "Pet Supplies", "Pet Supplies", "Home and Kitchen", "Pet Supplies", "Clothing Shoes and Jewelry", "Books" ], "description": "The sequence of product reviews begins with a cluster of reviews across various categories, including Clothing, Books, and Toys, all submitted within the first week. After a significant gap, reviews in categories such as Grocery, Office Products, and Toys emerge around the 8-week mark. The majority of reviews are concentrated between the 9 and 12-week period, with multiple categories receiving attention, particularly Toys, Home and Kitchen, and Grocery. Following another interval, reviews for Pet Supplies and Home and Kitchen appear around the 20-week mark, with a final set of reviews for Clothing and Books occurring at the 22-week point. Overall, there is a noticeable shift from a diverse range of categories early on to a more focused selection in later weeks." }, { "dim_process": 18, "seq_idx": 981, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.857142857142857, 2.857142857142857, 3.857142857142857, 3.857142857142857, 4.0, 4.0, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 6.142857142857143, 6.142857142857143, 17.142857142857142, 17.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.7142857142857143, 0.0, 1.0, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 11.0, 0.14285714285714285 ], "type_event": [ 1, 13, 15, 2, 5, 15, 2, 11, 4, 15, 11, 2, 12, 2, 13, 2, 15, 6, 15, 4, 2, 12, 5, 13, 12, 5, 11, 4, 15, 13, 5, 12, 1, 4, 8, 2, 12, 1, 1, 15 ], "type_text": [ "Tools and Home Improvement", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Pet Supplies", "Automotive", "Clothing Shoes and Jewelry", "Pet Supplies", "Home and Kitchen", "Electronics", "Clothing Shoes and Jewelry", "Home and Kitchen", "Pet Supplies", "Sports and Outdoors", "Pet Supplies", "Patio Lawn and Garden", "Pet Supplies", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Electronics", "Pet Supplies", "Sports and Outdoors", "Automotive", "Patio Lawn and Garden", "Sports and Outdoors", "Automotive", "Home and Kitchen", "Electronics", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Automotive", "Sports and Outdoors", "Tools and Home Improvement", "Electronics", "Toys and Games", "Pet Supplies", "Sports and Outdoors", "Tools and Home Improvement", "Tools and Home Improvement", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted simultaneously, including Tools and Home Improvement, Patio Lawn and Garden, Clothing Shoes and Jewelry, Pet Supplies, and Automotive. Over the following weeks, there is a noticeable increase in reviews for Clothing Shoes and Jewelry, Pet Supplies, and Home and Kitchen, with the latter categories appearing frequently around the two-week mark. As time progresses, reviews for Sports and Outdoors and Electronics emerge, particularly around the five-week mark, indicating a clustering of these categories. Towards the end of the sequence, there is a significant gap before additional reviews for Tools and Home Improvement and Clothing Shoes and Jewelry are submitted, suggesting a return to earlier categories after an extended period." }, { "dim_process": 18, "seq_idx": 982, "seq_len": 43, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.1428571428571428, 2.0, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 3.0, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.857142857142857, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 6.0, 6.285714285714286, 6.571428571428571, 7.0, 7.0, 7.0, 7.0, 7.142857142857143, 7.571428571428571, 7.571428571428571, 7.571428571428571, 8.142857142857142, 8.142857142857142, 8.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.42857142857142855, 0.0, 0.0, 0.0, 1.7142857142857142, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.0, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0 ], "type_event": [ 8, 15, 1, 10, 3, 9, 10, 11, 12, 1, 6, 11, 3, 7, 12, 1, 17, 10, 4, 12, 10, 10, 6, 12, 11, 1, 15, 6, 11, 1, 11, 7, 17, 0, 3, 13, 17, 12, 3, 4, 9, 11, 7 ], "type_text": [ "Toys and Games", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Books", "Arts Crafts and Sewing", "Office Products", "Books", "Home and Kitchen", "Sports and Outdoors", "Tools and Home Improvement", "Industrial and Scientific", "Home and Kitchen", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Sports and Outdoors", "Tools and Home Improvement", "Cell Phones and Accessories", "Books", "Electronics", "Sports and Outdoors", "Books", "Books", "Industrial and Scientific", "Sports and Outdoors", "Home and Kitchen", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Grocery and Gourmet Food", "Cell Phones and Accessories", "Other", "Arts Crafts and Sewing", "Patio Lawn and Garden", "Cell Phones and Accessories", "Sports and Outdoors", "Arts Crafts and Sewing", "Electronics", "Office Products", "Home and Kitchen", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the first week, including Toys and Games, Clothing, Tools, and Books. As time progresses, there is a notable increase in reviews for Home and Kitchen, Tools and Home Improvement, and Sports and Outdoors, with these categories appearing multiple times throughout the sequence. Reviews for Books also remain consistently present, particularly in the early weeks. Later in the sequence, there is a clustering of reviews in the 7-week mark, where multiple categories such as Cell Phones and Accessories and Arts Crafts and Sewing are submitted in close succession. Overall, the timeline shows an initial broad engagement with various categories, followed by a trend towards specific categories in the subsequent weeks." }, { "dim_process": 18, "seq_idx": 983, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.0, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.8571428571428572, 2.857142857142857, 3.2857142857142856, 4.571428571428571, 5.142857142857143, 5.428571428571429, 5.571428571428571, 6.428571428571429, 7.571428571428571, 12.285714285714286, 14.0, 14.285714285714286, 15.428571428571429, 15.857142857142858, 16.0, 16.0, 16.142857142857142, 16.142857142857142, 16.428571428571427, 17.285714285714285, 17.428571428571427, 18.285714285714285, 18.285714285714285, 18.857142857142858, 19.142857142857142, 19.428571428571427, 19.428571428571427, 21.285714285714285, 22.428571428571427, 23.571428571428573, 23.571428571428573, 24.857142857142858, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 1.0, 0.42857142857142855, 1.2857142857142858, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 4.714285714285714, 1.7142857142857142, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.0, 1.8571428571428572, 1.1428571428571428, 1.1428571428571428, 0.0, 1.2857142857142858, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the early weeks. The \"Kindle Store\" reviews appear intermittently, often clustered around specific weeks, notably at the beginning and later in the sequence. There is a noticeable increase in the frequency of reviews in the initial weeks, followed by a more sporadic pattern as time progresses, with some periods of concentrated activity. Overall, the reviews reflect a strong preference for books, with Kindle Store entries serving as occasional diversions." }, { "dim_process": 18, "seq_idx": 984, "seq_len": 64, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.0, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.5714285714285716, 2.857142857142857, 3.2857142857142856, 4.285714285714286, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.571428571428571, 6.142857142857143, 6.571428571428571, 6.571428571428571, 6.714285714285714, 7.428571428571429, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.857142857142858, 8.857142857142858, 9.0, 9.0, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.571428571428571, 10.0, 10.142857142857142, 11.0, 11.857142857142858, 12.428571428571429, 13.142857142857142, 13.142857142857142, 14.142857142857142, 14.142857142857142, 14.714285714285714, 14.857142857142858, 14.857142857142858, 15.142857142857142, 15.571428571428571, 16.285714285714285, 16.571428571428573, 17.428571428571427, 17.571428571428573, 18.142857142857142, 18.571428571428573, 18.571428571428573, 19.142857142857142, 19.571428571428573, 20.428571428571427, 21.571428571428573, 22.0, 24.714285714285715, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 1.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.0, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.5714285714285714, 0.7142857142857143, 0.0, 1.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.0, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 0.42857142857142855, 2.7142857142857144, 0.14285714285714285 ], "type_event": [ 0, 14, 0, 0, 10, 14, 14, 10, 14, 10, 14, 0, 10, 14, 10, 14, 14, 10, 14, 14, 10, 14, 14, 10, 14, 10, 10, 10, 14, 0, 10, 14, 14, 14, 10, 14, 14, 0, 14, 14, 10, 14, 10, 0, 10, 0, 14, 10, 14, 14, 10, 14, 14, 10, 10, 11, 10, 14, 11, 10, 10, 14, 14, 14 ], "type_text": [ "Other", "Movies and TV", "Other", "Other", "Books", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Other", "Books", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Books", "Books", "Books", "Movies and TV", "Other", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Other", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Books", "Other", "Books", "Other", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Books", "Books", "Home and Kitchen", "Books", "Movies and TV", "Home and Kitchen", "Books", "Books", "Movies and TV", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews shows a consistent engagement with the \"Movies and TV\" category, which features prominently throughout the timeline, particularly in the earlier weeks and continuing steadily into later weeks. The \"Books\" category also appears frequently, with a noticeable clustering of reviews occurring in the middle and later periods. The \"Other\" category is less frequent and tends to appear sporadically, primarily in the earlier stages of the sequence. Additionally, the user begins to explore the \"Home and Kitchen\" category towards the latter part of the timeline, indicating a potential shift in focus. Overall, the events reveal a strong preference for \"Movies and TV\" and \"Books,\" with a gradual expansion into other categories over time." }, { "dim_process": 18, "seq_idx": 985, "seq_len": 61, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.5714285714285716, 3.5714285714285716, 4.428571428571429, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.571428571428571, 7.0, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.571428571428571, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.0, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.714285714285714, 11.857142857142858, 12.0, 12.428571428571429, 12.571428571428571, 13.0, 13.142857142857142, 13.571428571428571, 14.142857142857142, 14.428571428571429, 14.428571428571429, 14.571428571428571, 15.285714285714286, 15.428571428571429, 15.571428571428571, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.285714285714285, 18.285714285714285, 18.428571428571427, 21.428571428571427, 22.0, 22.428571428571427, 22.428571428571427, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.0, 0.14285714285714285, 3.0, 0.5714285714285714, 0.42857142857142855, 0.0, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews primarily consists of entries in the \"Books\" category, which occur consistently throughout the timeline, particularly in the earlier weeks. The \"Kindle Store\" reviews appear less frequently and tend to cluster around specific intervals, often following periods of multiple \"Books\" reviews. Over time, there is a noticeable pattern where the frequency of \"Books\" reviews remains high, while \"Kindle Store\" reviews appear intermittently, suggesting a preference for reviewing books over the Kindle Store. The reviews are spread out over a significant duration, with some clustering of \"Kindle Store\" reviews at intervals following longer stretches of \"Books\" reviews." }, { "dim_process": 18, "seq_idx": 986, "seq_len": 72, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 2.2857142857142856, 2.857142857142857, 3.142857142857143, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 5.0, 5.571428571428571, 5.714285714285714, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.285714285714286, 8.571428571428571, 9.0, 9.428571428571429, 9.714285714285714, 10.0, 10.428571428571429, 10.714285714285714, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.857142857142858, 16.857142857142858, 17.0, 17.285714285714285, 17.285714285714285, 17.857142857142858, 18.0, 18.428571428571427, 18.714285714285715, 18.857142857142858, 20.714285714285715, 23.285714285714285, 23.714285714285715, 23.857142857142858, 24.571428571428573, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.8571428571428572, 2.5714285714285716, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 16, 17, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 15, 12 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Kindle Store", "Cell Phones and Accessories", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Clothing Shoes and Jewelry", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with a consistent focus on the \"Books\" category, with numerous reviews submitted in the early weeks. Around the three-week mark, there is a notable introduction of reviews in \"Electronics,\" \"Kindle Store,\" and \"Cell Phones and Accessories,\" which occurs simultaneously. Following this, the majority of reviews continue to be concentrated in the \"Books\" category, with occasional entries in the \"Kindle Store\" appearing intermittently throughout the timeline. Towards the end of the sequence, there are reviews in \"Clothing Shoes and Jewelry\" and \"Sports and Outdoors,\" indicating a diversification of review categories after a prolonged emphasis on books. Overall, the trend shows a strong initial focus on books, with sporadic diversification into other categories over time." }, { "dim_process": 18, "seq_idx": 987, "seq_len": 43, "time_since_start": [ 0.0, 1.0, 1.5714285714285714, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.0, 2.0, 2.0, 2.0, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.857142857142857, 5.428571428571429, 5.571428571428571, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.428571428571429, 6.428571428571429, 6.857142857142857, 7.571428571428571, 7.857142857142857, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.0, 10.142857142857142, 10.142857142857142, 10.571428571428571, 10.571428571428571, 10.857142857142858, 11.0, 14.142857142857142, 14.142857142857142 ], "time_since_last_event": [ 0.0, 1.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 3.142857142857143, 0.0 ], "type_event": [ 2, 4, 4, 0, 4, 2, 15, 11, 4, 1, 4, 9, 14, 4, 1, 14, 4, 0, 17, 0, 17, 0, 0, 0, 0, 0, 17, 0, 0, 17, 0, 0, 0, 0, 0, 11, 4, 17, 4, 0, 0, 0, 17 ], "type_text": [ "Pet Supplies", "Electronics", "Electronics", "Other", "Electronics", "Pet Supplies", "Clothing Shoes and Jewelry", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Electronics", "Office Products", "Movies and TV", "Electronics", "Tools and Home Improvement", "Movies and TV", "Electronics", "Other", "Cell Phones and Accessories", "Other", "Cell Phones and Accessories", "Other", "Other", "Other", "Other", "Other", "Cell Phones and Accessories", "Other", "Other", "Cell Phones and Accessories", "Other", "Other", "Other", "Other", "Other", "Home and Kitchen", "Electronics", "Cell Phones and Accessories", "Electronics", "Other", "Other", "Other", "Cell Phones and Accessories" ], "description": "The sequence of product reviews begins with a variety of categories, including Pet Supplies and Electronics, clustered within the first two weeks. Electronics reviews appear frequently throughout the first half of the timeline, with a notable concentration around weeks 1 to 4. As the sequence progresses, there is a significant increase in reviews categorized as \"Other,\" particularly from week 5 onward, which continues to dominate the latter part of the timeline. Cell Phones and Accessories reviews emerge later, primarily between weeks 4 and 14, indicating a trend of increasing focus on this category as time progresses." }, { "dim_process": 18, "seq_idx": 988, "seq_len": 46, "time_since_start": [ 0.0, 0.8571428571428571, 1.7142857142857142, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.285714285714286, 5.0, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.571428571428571, 7.142857142857143, 8.0, 9.857142857142858, 10.142857142857142, 10.285714285714286, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.0, 12.142857142857142, 12.857142857142858, 13.714285714285714, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.0, 15.142857142857142, 15.571428571428571, 15.571428571428571, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.571428571428573, 17.714285714285715, 18.857142857142858, 20.714285714285715, 22.0, 23.571428571428573, 23.714285714285715, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.8571428571428571, 1.7142857142857142, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.8571428571428572, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 1.8571428571428572, 1.2857142857142858, 1.5714285714285714, 0.14285714285714285, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable concentration of reviews occurring within the first 18 weeks. Reviews for the \"Kindle Store\" category appear intermittently, primarily clustered around the 3.5-week mark and later at 20.71 weeks and 22 weeks. The user submits multiple reviews in close succession, particularly during the early weeks, indicating a pattern of frequent engagement with the \"Books\" category before the interval between reviews begins to lengthen. Overall, the majority of reviews are for \"Books,\" while \"Kindle Store\" reviews are less frequent and tend to occur after several weeks of reviewing books." }, { "dim_process": 18, "seq_idx": 989, "seq_len": 58, "time_since_start": [ 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.7142857142857142, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.142857142857143, 7.142857142857143, 8.142857142857142, 8.142857142857142, 8.285714285714286, 9.285714285714286, 10.285714285714286, 10.285714285714286, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.857142857142858, 10.857142857142858, 11.0, 11.285714285714286, 11.285714285714286, 13.285714285714286, 15.142857142857142, 17.0, 17.0, 17.428571428571427, 17.857142857142858, 19.714285714285715, 20.0, 20.714285714285715, 21.0, 21.142857142857142, 22.142857142857142, 22.142857142857142, 22.714285714285715, 22.714285714285715, 23.571428571428573, 23.714285714285715, 25.0, 25.0, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 3.7142857142857144, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 1.0, 1.0, 0.0, 0.14285714285714285, 1.0, 1.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 2.0, 1.8571428571428572, 1.8571428571428572, 0.0, 0.42857142857142855, 0.42857142857142855, 1.8571428571428572, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.0, 0.0, 0.5714285714285714, 0.0, 0.8571428571428571, 0.14285714285714285, 1.2857142857142858, 0.0, 0.2857142857142857 ], "type_event": [ 17, 8, 4, 12, 3, 8, 4, 0, 15, 12, 8, 17, 13, 14, 10, 3, 0, 7, 3, 14, 14, 14, 10, 1, 4, 14, 10, 10, 10, 2, 10, 3, 8, 9, 7, 11, 3, 11, 10, 14, 1, 7, 0, 15, 7, 14, 15, 14, 11, 10, 3, 4, 10, 11, 14, 13, 3, 14 ], "type_text": [ "Cell Phones and Accessories", "Toys and Games", "Electronics", "Sports and Outdoors", "Arts Crafts and Sewing", "Toys and Games", "Electronics", "Other", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Toys and Games", "Cell Phones and Accessories", "Patio Lawn and Garden", "Movies and TV", "Books", "Arts Crafts and Sewing", "Other", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Tools and Home Improvement", "Electronics", "Movies and TV", "Books", "Books", "Books", "Pet Supplies", "Books", "Arts Crafts and Sewing", "Toys and Games", "Office Products", "Grocery and Gourmet Food", "Home and Kitchen", "Arts Crafts and Sewing", "Home and Kitchen", "Books", "Movies and TV", "Tools and Home Improvement", "Grocery and Gourmet Food", "Other", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Home and Kitchen", "Books", "Arts Crafts and Sewing", "Electronics", "Books", "Home and Kitchen", "Movies and TV", "Patio Lawn and Garden", "Arts Crafts and Sewing", "Movies and TV" ], "description": "The sequence of product reviews begins with a diverse range of categories, including cell phones, toys, and electronics, all submitted within the first week. As time progresses, there is a noticeable clustering of reviews around specific categories, particularly toys and games, which appear multiple times in the early weeks. Reviews for movies and TV start to increase significantly after the first month, with a peak in frequency observed between weeks 5 and 10. Later in the sequence, there is a shift towards home and kitchen products, alongside a sustained interest in books, which consistently appear throughout the timeline, indicating a gradual diversification of review categories over time." }, { "dim_process": 18, "seq_idx": 990, "seq_len": 60, "time_since_start": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 1.0, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 4.0, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.571428571428571, 7.0, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.142857142857142, 8.714285714285714, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.428571428571429, 11.285714285714286, 11.714285714285714, 12.0, 12.285714285714286, 12.714285714285714, 13.0, 13.142857142857142, 13.285714285714286, 13.571428571428571, 14.142857142857142, 14.428571428571429, 14.714285714285714, 15.0, 16.0, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.428571428571427, 17.857142857142858, 18.285714285714285, 18.428571428571427, 18.571428571428573, 19.571428571428573, 21.857142857142858, 23.0, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.0, 2.2857142857142856, 1.1428571428571428, 0.42857142857142855 ], "type_event": [ 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The first reviews appear in the \"Kindle Store,\" but these are sparse compared to the numerous \"Books\" reviews that follow. Notably, the reviews for \"Books\" cluster heavily in the early weeks, particularly between weeks 0 to 18, while \"Kindle Store\" reviews occur less frequently and are interspersed throughout the timeline, primarily at the beginning and later stages. The pattern suggests a sustained engagement with \"Books,\" with occasional reviews for the \"Kindle Store\" appearing at specific intervals." }, { "dim_process": 18, "seq_idx": 991, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.4285714285714286, 2.0, 2.5714285714285716, 3.0, 3.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.714285714285714, 7.285714285714286, 7.428571428571429, 7.714285714285714, 8.0, 8.142857142857142, 8.142857142857142, 9.142857142857142, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.0, 10.428571428571429, 11.714285714285714, 12.0, 12.142857142857142, 12.285714285714286, 12.714285714285714, 12.857142857142858, 14.0, 14.285714285714286, 15.428571428571429, 15.571428571428571, 18.285714285714285, 18.428571428571427, 19.142857142857142, 21.857142857142858, 22.571428571428573, 24.571428571428573, 24.571428571428573, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 2.142857142857143, 0.14285714285714285, 0.2857142857142857, 1.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 1.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 2.7142857142857144, 0.14285714285714285, 0.7142857142857143, 2.7142857142857144, 0.7142857142857143, 2.0, 0.0, 1.1428571428571428 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a focus on the Kindle Store, followed closely by a series of reviews predominantly centered on Books, which continue to be the main category for a significant duration. After an initial cluster of Book reviews, there is a brief mention of Clothing Shoes and Jewelry before the reviews return to Books, maintaining a strong emphasis on this category. The reviews for the Kindle Store reappear intermittently throughout the sequence, particularly towards the end, but the majority of reviews consistently fall within the Books category, indicating a sustained interest over time. Overall, the pattern shows a clear preference for Books, with sporadic reviews for other categories appearing later in the timeline." }, { "dim_process": 18, "seq_idx": 992, "seq_len": 49, "time_since_start": [ 0.0, 0.42857142857142855, 2.142857142857143, 2.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.857142857142857, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 5.428571428571429, 7.571428571428571, 8.285714285714286, 8.714285714285714, 8.857142857142858, 8.857142857142858, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.714285714285714, 11.428571428571429, 11.857142857142858, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.571428571428571, 12.714285714285714, 12.714285714285714, 13.0, 13.0, 13.0, 13.0, 13.428571428571429, 14.857142857142858, 15.428571428571429, 16.0, 17.428571428571427, 17.714285714285715, 18.714285714285715, 19.285714285714285, 19.857142857142858, 20.571428571428573, 20.571428571428573, 22.0, 22.285714285714285, 22.857142857142858, 23.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 1.7142857142857142, 0.5714285714285714, 1.0, 0.14285714285714285, 1.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 2.142857142857143, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.42857142857142855, 1.4285714285714286, 0.5714285714285714, 0.5714285714285714, 1.4285714285714286, 0.2857142857142857, 1.0, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.0, 1.4285714285714286, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285 ], "type_event": [ 15, 0, 0, 0, 0, 0, 15, 7, 0, 10, 4, 15, 0, 0, 15, 15, 4, 1, 15, 7, 11, 4, 4, 11, 12, 0, 11, 4, 9, 15, 7, 6, 15, 11, 15, 15, 4, 7, 7, 5, 0, 9, 11, 15, 1, 4, 4, 15, 15 ], "type_text": [ "Clothing Shoes and Jewelry", "Other", "Other", "Other", "Other", "Other", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Other", "Books", "Electronics", "Clothing Shoes and Jewelry", "Other", "Other", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Electronics", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Home and Kitchen", "Electronics", "Electronics", "Home and Kitchen", "Sports and Outdoors", "Other", "Home and Kitchen", "Electronics", "Office Products", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Electronics", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Automotive", "Other", "Office Products", "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Electronics", "Electronics", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a diverse range of categories submitted over time, with a noticeable clustering of reviews in the \"Clothing Shoes and Jewelry\" category, particularly in the earlier and later parts of the timeline. The \"Other\" category also appears frequently in the initial weeks, while \"Electronics\" and \"Grocery and Gourmet Food\" reviews become more prominent as time progresses. Reviews for \"Home and Kitchen\" and \"Office Products\" are interspersed throughout, with some clustering observed in the middle of the timeline. Overall, there is a gradual increase in the variety of categories reviewed as time advances, with certain categories like \"Clothing Shoes and Jewelry\" consistently appearing at various intervals." }, { "dim_process": 18, "seq_idx": 993, "seq_len": 71, "time_since_start": [ 0.0, 0.0, 0.5714285714285714, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 2.0, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 4.0, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.857142857142857, 8.714285714285714, 9.142857142857142, 9.714285714285714, 9.857142857142858, 10.0, 10.0, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.0, 11.428571428571429, 11.714285714285714, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.571428571428571, 13.714285714285714, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.714285714285714, 15.142857142857142, 15.285714285714286, 15.571428571428571, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.0, 17.285714285714285, 17.571428571428573, 18.0, 18.142857142857142, 18.857142857142858, 19.428571428571427, 20.571428571428573, 20.714285714285715, 22.142857142857142, 22.857142857142858, 22.857142857142858, 23.571428571428573, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.8571428571428572, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 1.4285714285714286, 0.7142857142857143, 0.0, 0.7142857142857143, 1.1428571428571428 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The initial reviews begin at the start of the timeline, with a cluster of \"Books\" reviews occurring in the first several weeks. There are occasional reviews for the \"Kindle Store,\" primarily interspersed among the numerous \"Books\" reviews, particularly noticeable at the beginning, around the 10-week mark, and again later in the sequence. The frequency of reviews remains high for \"Books,\" with some periods showing a slight increase in the submission of \"Kindle Store\" reviews, but the majority of events are concentrated in the \"Books\" category throughout the timeline." }, { "dim_process": 18, "seq_idx": 994, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.2857142857142858, 2.4285714285714284, 2.7142857142857144, 2.7142857142857144, 3.2857142857142856, 4.714285714285714, 5.142857142857143, 5.714285714285714, 6.0, 6.0, 6.0, 6.0, 6.0, 6.0, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.428571428571429, 8.428571428571429, 8.428571428571429, 9.142857142857142, 9.428571428571429, 10.285714285714286, 10.571428571428571, 10.571428571428571, 11.857142857142858, 13.571428571428571, 14.428571428571429, 18.142857142857142, 18.142857142857142, 20.285714285714285, 20.285714285714285, 22.428571428571427, 22.571428571428573, 24.428571428571427, 24.428571428571427, 24.428571428571427, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.0, 0.5714285714285714, 1.4285714285714286, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.0, 0.0, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.0, 1.2857142857142858, 1.7142857142857142, 0.8571428571428571, 3.7142857142857144, 0.0, 2.142857142857143, 0.0, 2.142857142857143, 0.14285714285714285, 1.8571428571428572, 0.0, 0.0, 0.0 ], "type_event": [ 14, 14, 15, 14, 10, 14, 10, 14, 14, 14, 14, 5, 3, 12, 14, 6, 15, 14, 14, 14, 1, 14, 2, 14, 14, 14, 6, 14, 14, 14, 14, 14, 13, 14, 13, 14, 14, 11, 14, 4, 2 ], "type_text": [ "Movies and TV", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Automotive", "Arts Crafts and Sewing", "Sports and Outdoors", "Movies and TV", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Movies and TV", "Tools and Home Improvement", "Movies and TV", "Pet Supplies", "Movies and TV", "Movies and TV", "Movies and TV", "Industrial and Scientific", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Patio Lawn and Garden", "Movies and TV", "Patio Lawn and Garden", "Movies and TV", "Movies and TV", "Home and Kitchen", "Movies and TV", "Electronics", "Pet Supplies" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Movies and TV\" category, which appears consistently throughout the timeline, particularly in the earlier weeks. Other categories, such as \"Books,\" \"Clothing Shoes and Jewelry,\" and \"Automotive,\" are reviewed less frequently and tend to cluster around specific points, primarily in the first few weeks. A notable shift occurs around the sixth week, where a variety of categories are reviewed simultaneously, but the focus quickly returns to \"Movies and TV\" in subsequent weeks. Towards the end of the sequence, there is a re-emergence of \"Patio Lawn and Garden\" reviews alongside the continued prevalence of \"Movies and TV.\" Overall, the trend indicates that \"Movies and TV\" dominates the review activity throughout the timeline, with other categories appearing sporadically." }, { "dim_process": 18, "seq_idx": 995, "seq_len": 44, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.8571428571428572, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.5714285714285716, 3.5714285714285716, 3.857142857142857, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.142857142857143, 7.285714285714286, 7.857142857142857, 9.0, 9.142857142857142, 9.714285714285714, 10.142857142857142, 11.285714285714286, 11.714285714285714, 11.857142857142858, 12.0, 12.714285714285714, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.428571428571429, 16.0, 16.285714285714285, 17.142857142857142, 17.285714285714285, 17.428571428571427, 18.0, 18.857142857142858, 20.714285714285715, 21.0, 21.571428571428573, 22.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.1428571428571428, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 2.142857142857143, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.8571428571428572, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline. Reviews for \"Books\" are clustered heavily in the earlier weeks, with a gradual continuation of submissions over time. The \"Kindle Store\" reviews appear less frequently and are interspersed among the \"Books\" reviews, primarily occurring in the weeks following the initial submissions. Overall, the trend indicates a sustained interest in \"Books\" with occasional reviews for the \"Kindle Store\" at specific intervals." }, { "dim_process": 18, "seq_idx": 996, "seq_len": 66, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 1.7142857142857142, 2.0, 2.7142857142857144, 3.4285714285714284, 3.5714285714285716, 4.142857142857143, 4.571428571428571, 5.0, 6.857142857142857, 7.0, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.428571428571429, 9.857142857142858, 10.0, 10.428571428571429, 10.571428571428571, 10.571428571428571, 13.142857142857142, 13.285714285714286, 13.857142857142858, 14.0, 14.142857142857142, 14.714285714285714, 14.857142857142858, 15.428571428571429, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.285714285714285, 16.714285714285715, 17.0, 17.142857142857142, 17.142857142857142, 17.571428571428573, 18.285714285714285, 18.571428571428573, 18.714285714285715, 20.428571428571427, 20.571428571428573, 20.714285714285715, 20.714285714285715, 20.857142857142858, 22.714285714285715, 22.857142857142858, 23.285714285714285, 24.0, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 1.8571428571428572, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 2.5714285714285716, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 16, 16, 10, 10, 10, 16, 10, 16, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16, 16, 16, 16, 10, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, especially in the initial weeks, with several reviews submitted in a clustered manner. The reviews for \"Kindle Store\" begin to appear more frequently after the first week and continue to increase in frequency over time, particularly around the 7-week mark and later. As the sequence progresses, there is a noticeable trend of alternating between \"Books\" and \"Kindle Store\" reviews, with \"Books\" maintaining a consistent presence throughout the timeline, while \"Kindle Store\" reviews become more concentrated in the later weeks. Overall, the events indicate a sustained interest in both categories, with a gradual shift towards more \"Kindle Store\" reviews as time progresses." }, { "dim_process": 18, "seq_idx": 997, "seq_len": 69, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 3.0, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 4.0, 4.285714285714286, 4.714285714285714, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.285714285714286, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.0, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.0, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.0, 15.142857142857142, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.285714285714285, 16.428571428571427, 18.571428571428573, 18.714285714285715, 18.857142857142858, 19.0, 19.142857142857142, 20.857142857142858, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 2.142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 2.142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with all entries falling within a continuous timeline. The reviews are clustered closely together in the early weeks, with a significant number submitted within the first 16 weeks. After this initial period, there is a noticeable gap before additional reviews are submitted, with fewer entries occurring in the later weeks. Overall, the trend shows a high frequency of reviews concentrated in the initial weeks, followed by a decline in frequency as time progresses." }, { "dim_process": 18, "seq_idx": 998, "seq_len": 51, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.0, 1.1428571428571428, 1.2857142857142858, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 4.0, 4.142857142857143, 5.0, 5.142857142857143, 6.0, 6.285714285714286, 6.571428571428571, 7.142857142857143, 7.285714285714286, 7.571428571428571, 8.0, 8.714285714285714, 8.857142857142858, 9.0, 10.428571428571429, 11.0, 11.142857142857142, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.0, 13.285714285714286, 14.0, 14.142857142857142, 14.571428571428571, 15.0, 16.142857142857142, 16.428571428571427, 16.714285714285715, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 18.142857142857142, 19.428571428571427, 20.0, 21.285714285714285, 22.285714285714285, 24.0, 24.571428571428573, 25.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.2857142857142858, 0.5714285714285714, 1.2857142857142858, 1.0, 1.7142857142857142, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions occurring at relatively short intervals during the initial weeks. After a period of concentrated activity, there is a noticeable shift around the 22-week mark, where reviews for the Kindle Store begin to appear alongside the continued reviews for books. The frequency of book reviews remains high throughout the sequence, with a few isolated instances of Kindle Store reviews interspersed. Overall, the review activity is heavily weighted towards books, especially in the earlier weeks, with a gradual introduction of Kindle Store reviews later in the timeline." }, { "dim_process": 18, "seq_idx": 999, "seq_len": 47, "time_since_start": [ 0.0, 0.8571428571428571, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 4.571428571428571, 4.714285714285714, 5.571428571428571, 5.714285714285714, 6.0, 6.285714285714286, 6.428571428571429, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.571428571428571, 8.714285714285714, 9.0, 9.142857142857142, 9.571428571428571, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.285714285714286, 11.142857142857142, 11.571428571428571, 12.142857142857142, 12.428571428571429, 12.571428571428571, 13.857142857142858, 14.285714285714286, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.571428571428571, 16.0, 16.0, 16.142857142857142, 17.0, 17.428571428571427, 17.714285714285715, 19.428571428571427, 20.142857142857142 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 1.2857142857142858, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 1.7142857142857142, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over a period of time. The first review occurs at the very beginning, with a notable concentration of \"Books\" reviews in the initial weeks. Reviews for the \"Kindle Store\" category appear sporadically, primarily clustered around the 3-week mark, then again around the 10-week and 16-week marks. Overall, the trend indicates a sustained interest in \"Books,\" with \"Kindle Store\" reviews occurring less frequently and primarily interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 1000, "seq_len": 41, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 2.4285714285714284, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 4.0, 4.285714285714286, 4.428571428571429, 5.285714285714286, 6.285714285714286, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.0, 7.428571428571429, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.857142857142858, 11.142857142857142, 12.571428571428571, 13.857142857142858, 13.857142857142858, 14.142857142857142, 14.571428571428571, 14.857142857142858, 16.714285714285715, 17.142857142857142, 17.285714285714285, 21.0, 21.142857142857142, 22.285714285714285, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 1.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 1.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.4285714285714286, 1.2857142857142858, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.8571428571428572, 0.42857142857142855, 0.14285714285714285, 3.7142857142857144, 0.14285714285714285, 1.1428571428571428, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the early weeks. As time progresses, there are occasional reviews in the \"Kindle Store\" category, particularly starting around the 6-week mark, which continues intermittently. The reviews in the \"Books\" category remain predominant throughout the sequence, with clusters of reviews appearing at various intervals, particularly around the 6 to 14-week range. The pattern shows a consistent engagement with both categories, but the \"Books\" reviews outnumber the \"Kindle Store\" reviews significantly over the entire timeline." }, { "dim_process": 18, "seq_idx": 1001, "seq_len": 73, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.0, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.142857142857143, 6.428571428571429, 6.571428571428571, 7.142857142857143, 7.428571428571429, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.0, 10.285714285714286, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.428571428571429, 15.714285714285714, 16.0, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.714285714285715, 17.0, 17.142857142857142, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.285714285714285, 18.714285714285715, 21.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 2.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing books over an extended period, with reviews occurring at regular intervals. Most reviews are concentrated in the first 18 weeks, with a notable cluster of reviews occurring in the initial weeks. The user transitions to reviewing the Kindle Store only a few times, specifically around weeks 9 and 18, while the majority of reviews remain focused on books throughout the entire sequence. The frequency of reviews appears to decrease slightly as time progresses, but the emphasis on books remains dominant throughout the timeline." }, { "dim_process": 18, "seq_idx": 1002, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 2.857142857142857, 3.5714285714285716, 4.857142857142857, 6.857142857142857, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 8.857142857142858, 9.714285714285714, 10.285714285714286, 10.714285714285714, 11.0, 11.428571428571429, 11.714285714285714, 12.428571428571429, 12.571428571428571, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 14.142857142857142, 14.285714285714286, 14.714285714285714, 15.0, 15.428571428571429, 15.571428571428571, 16.0, 16.142857142857142, 16.857142857142858, 17.0, 17.285714285714285, 17.428571428571427, 21.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 2.7142857142857144, 0.7142857142857143, 1.2857142857142858, 2.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 4.142857142857143 ], "type_event": [ 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with multiple reviews submitted in the early weeks. As time progresses, there is a gradual introduction of reviews for the \"Kindle Store,\" which starts appearing consistently after the initial weeks. The reviews for \"Books\" continue to dominate the sequence, particularly in the middle period, while \"Kindle Store\" reviews cluster towards the latter part of the timeline, indicating a shift in focus. Overall, \"Books\" reviews are prevalent throughout, with \"Kindle Store\" reviews emerging more prominently in the later stages." }, { "dim_process": 18, "seq_idx": 1003, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.0, 1.8571428571428572, 4.571428571428571, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 7.571428571428571, 7.714285714285714, 7.714285714285714, 7.857142857142857, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.571428571428571, 10.142857142857142, 11.571428571428571, 11.571428571428571, 12.0, 12.142857142857142, 13.571428571428571, 13.714285714285714, 13.714285714285714, 13.857142857142858, 13.857142857142858, 14.0, 14.0, 16.571428571428573, 16.714285714285715, 16.714285714285715, 17.142857142857142, 18.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 1.8571428571428572, 2.7142857142857144, 1.2857142857142858, 0.0, 0.0, 0.0, 1.7142857142857142, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 1.4285714285714286, 0.0, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 2.5714285714285716, 0.14285714285714285, 0.0, 0.42857142857142855, 1.7142857142857142 ], "type_event": [ 11, 9, 10, 2, 8, 0, 15, 11, 0, 11, 11, 5, 1, 12, 7, 3, 8, 8, 3, 0, 1, 11, 1, 0, 11, 9, 5, 11, 11, 8, 11, 9, 8, 11, 8, 15, 11, 1, 11, 1 ], "type_text": [ "Home and Kitchen", "Office Products", "Books", "Pet Supplies", "Toys and Games", "Other", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Home and Kitchen", "Home and Kitchen", "Automotive", "Tools and Home Improvement", "Sports and Outdoors", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Toys and Games", "Toys and Games", "Arts Crafts and Sewing", "Other", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Other", "Home and Kitchen", "Office Products", "Automotive", "Home and Kitchen", "Home and Kitchen", "Toys and Games", "Home and Kitchen", "Office Products", "Toys and Games", "Home and Kitchen", "Toys and Games", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement" ], "description": "The sequence of product reviews begins with a focus on Home and Kitchen, Office Products, and Books in the initial weeks. As time progresses, there is a noticeable expansion into various categories, including Pet Supplies and Toys and Games, around the two to six-week mark. A significant clustering of reviews in the Home and Kitchen category occurs between weeks 7 and 14, alongside a consistent presence of Toys and Games. The latter part of the sequence sees a diversification into Tools and Home Improvement, with reviews continuing to emerge in the Home and Kitchen category, indicating sustained interest in these areas." }, { "dim_process": 18, "seq_idx": 1004, "seq_len": 51, "time_since_start": [ 0.0, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 1.7142857142857142, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 7.142857142857143, 7.285714285714286, 8.0, 8.0, 9.0, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.857142857142858, 9.857142857142858, 10.857142857142858, 10.857142857142858, 12.857142857142858, 12.857142857142858, 13.0, 16.428571428571427, 17.285714285714285, 17.857142857142858, 20.714285714285715, 20.714285714285715, 20.714285714285715, 20.714285714285715, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.42857142857142855, 1.4285714285714286, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 3.5714285714285716, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.0, 1.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 1.0, 0.0, 2.0, 0.0, 0.14285714285714285, 3.4285714285714284, 0.8571428571428571, 0.5714285714285714, 2.857142857142857, 0.0, 0.0, 0.0, 3.4285714285714284 ], "type_event": [ 17, 13, 12, 15, 15, 14, 13, 4, 12, 11, 10, 10, 1, 14, 10, 1, 5, 11, 1, 10, 11, 1, 14, 16, 9, 10, 14, 11, 6, 12, 10, 11, 17, 12, 10, 9, 3, 12, 12, 17, 12, 5, 14, 5, 12, 15, 1, 12, 14, 11, 12 ], "type_text": [ "Cell Phones and Accessories", "Patio Lawn and Garden", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Movies and TV", "Patio Lawn and Garden", "Electronics", "Sports and Outdoors", "Home and Kitchen", "Books", "Books", "Tools and Home Improvement", "Movies and TV", "Books", "Tools and Home Improvement", "Automotive", "Home and Kitchen", "Tools and Home Improvement", "Books", "Home and Kitchen", "Tools and Home Improvement", "Movies and TV", "Kindle Store", "Office Products", "Books", "Movies and TV", "Home and Kitchen", "Industrial and Scientific", "Sports and Outdoors", "Books", "Home and Kitchen", "Cell Phones and Accessories", "Sports and Outdoors", "Books", "Office Products", "Arts Crafts and Sewing", "Sports and Outdoors", "Sports and Outdoors", "Cell Phones and Accessories", "Sports and Outdoors", "Automotive", "Movies and TV", "Automotive", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Sports and Outdoors", "Movies and TV", "Home and Kitchen", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Cell Phones and Accessories, Patio Lawn and Garden, and Sports and Outdoors, all submitted within the first week. As time progresses, there is a noticeable clustering of reviews around Books, Tools and Home Improvement, and Movies and TV, particularly around the three to six-week mark. Reviews for Sports and Outdoors appear consistently throughout the timeline, with a significant concentration in the later weeks. Additionally, there is a pattern of revisiting certain categories, such as Home and Kitchen and Automotive, at various intervals, indicating a recurring interest in these areas over time." }, { "dim_process": 18, "seq_idx": 1005, "seq_len": 63, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.7142857142857142, 2.0, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.7142857142857144, 4.0, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.714285714285714, 15.0, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.428571428571427, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.285714285714285, 17.857142857142858, 19.142857142857142, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 3.7142857142857144, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 5.571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews primarily consists of reviews for books, which dominate the early and middle portions of the timeline. Reviews for books are consistently submitted at a high frequency over several weeks, with a noticeable cluster occurring in the initial weeks. The reviews for the Kindle Store appear sporadically, primarily towards the later part of the timeline, with three distinct entries occurring after a significant number of book reviews. Overall, the trend shows a strong initial focus on books, followed by a gradual introduction of reviews related to the Kindle Store as time progresses." }, { "dim_process": 18, "seq_idx": 1006, "seq_len": 99, "time_since_start": [ 0.0, 0.0, 0.8571428571428571, 1.2857142857142858, 2.142857142857143, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.0, 3.0, 3.4285714285714284, 3.4285714285714284, 4.0, 4.142857142857143, 4.428571428571429, 4.428571428571429, 4.714285714285714, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.857142857142857, 6.857142857142857, 7.0, 7.0, 7.571428571428571, 7.571428571428571, 8.714285714285714, 8.714285714285714, 9.142857142857142, 9.142857142857142, 10.0, 10.0, 10.142857142857142, 10.571428571428571, 11.0, 11.0, 11.428571428571429, 11.857142857142858, 13.857142857142858, 13.857142857142858, 14.428571428571429, 16.571428571428573, 16.571428571428573, 16.714285714285715, 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0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 16, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 16, 16, 10, 16, 10, 16, 16, 16, 10, 16, 16, 10, 16, 16, 16, 16, 16, 16, 10, 16, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of engagement with both the Kindle Store and Books categories over time. Initially, reviews are predominantly focused on Books, with a gradual introduction of Kindle Store reviews occurring shortly after. As time progresses, there is a noticeable clustering of reviews for both categories, with periods of increased activity in the Kindle Store interspersed with sustained engagement in Books. The frequency of reviews appears to fluctuate, with certain weeks featuring multiple reviews across both categories, indicating a balanced interest that evolves throughout the timeline." }, { "dim_process": 18, "seq_idx": 1007, "seq_len": 43, "time_since_start": [ 0.0, 0.7142857142857143, 0.7142857142857143, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 6.0, 6.0, 6.0, 9.0, 9.0, 9.0, 10.571428571428571, 10.571428571428571, 10.571428571428571, 13.714285714285714, 13.714285714285714, 13.714285714285714, 13.714285714285714, 13.714285714285714, 13.714285714285714, 13.714285714285714, 16.857142857142858, 16.857142857142858, 16.857142857142858, 19.0, 19.0, 19.0, 19.0, 19.0, 19.428571428571427, 21.285714285714285, 21.285714285714285, 21.285714285714285, 21.285714285714285 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.571428571428571, 0.0, 0.0, 3.0, 0.0, 0.0, 1.5714285714285714, 0.0, 0.0, 3.142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.142857142857143, 0.0, 0.0, 2.142857142857143, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 1.8571428571428572, 0.0, 0.0, 0.0 ], "type_event": [ 10, 15, 8, 13, 10, 9, 17, 8, 15, 6, 11, 1, 4, 3, 1, 8, 5, 6, 8, 1, 9, 1, 12, 7, 6, 1, 11, 9, 4, 12, 17, 8, 7, 9, 12, 13, 15, 8, 2, 7, 13, 6, 11 ], "type_text": [ "Books", "Clothing Shoes and Jewelry", "Toys and Games", "Patio Lawn and Garden", "Books", "Office Products", "Cell Phones and Accessories", "Toys and Games", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Home and Kitchen", "Tools and Home Improvement", "Electronics", "Arts Crafts and Sewing", "Tools and Home Improvement", "Toys and Games", "Automotive", "Industrial and Scientific", "Toys and Games", "Tools and Home Improvement", "Office Products", "Tools and Home Improvement", "Sports and Outdoors", "Grocery and Gourmet Food", "Industrial and Scientific", "Tools and Home Improvement", "Home and Kitchen", "Office Products", "Electronics", "Sports and Outdoors", "Cell Phones and Accessories", "Toys and Games", "Grocery and Gourmet Food", "Office Products", "Sports and Outdoors", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Toys and Games", "Pet Supplies", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Industrial and Scientific", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Books and Clothing, occurring within the first week. As time progresses, there is a notable concentration of reviews around the 1.43-week mark, where multiple categories are reviewed simultaneously. After a gap, reviews for Tools and Home Improvement and Toys and Games re-emerge at the 6-week mark, followed by a more gradual spread of reviews across various categories from weeks 9 to 21. The later reviews show a mix of categories, with a continued presence of Grocery and Gourmet Food, Industrial and Scientific, and recurring mentions of Toys and Games. Overall, there is an initial clustering of reviews in the early weeks, followed by a more spaced-out pattern in subsequent weeks." }, { "dim_process": 18, "seq_idx": 1008, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 2.142857142857143, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 1, 10, 9, 12, 7, 6, 0, 11, 2, 15, 2, 10, 15, 8, 11, 0, 5, 4, 2, 9, 11, 3, 15, 12, 11, 15, 0, 7, 3, 15, 11, 5, 3, 2, 11, 11, 8, 15, 10, 9 ], "type_text": [ "Tools and Home Improvement", "Books", "Office Products", "Sports and Outdoors", "Grocery and Gourmet Food", "Industrial and Scientific", "Other", "Home and Kitchen", "Pet Supplies", "Clothing Shoes and Jewelry", "Pet Supplies", "Books", "Clothing Shoes and Jewelry", "Toys and Games", "Home and Kitchen", "Other", "Automotive", "Electronics", "Pet Supplies", "Office Products", "Home and Kitchen", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Home and Kitchen", "Automotive", "Arts Crafts and Sewing", "Pet Supplies", "Home and Kitchen", "Home and Kitchen", "Toys and Games", "Clothing Shoes and Jewelry", "Books", "Office Products" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted simultaneously at the start. Over time, there is a noticeable clustering of reviews in the \"Home and Kitchen\" and \"Clothing Shoes and Jewelry\" categories, particularly in the earlier weeks. As the timeline progresses, reviews for \"Pet Supplies\" and \"Arts Crafts and Sewing\" also appear frequently, with some events occurring in close proximity. Later reviews continue to focus on \"Home and Kitchen,\" with additional entries from other categories, indicating a sustained interest in certain product types throughout the sequence." }, { "dim_process": 18, "seq_idx": 1009, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 4.428571428571429, 4.571428571428571, 5.0, 5.0, 5.428571428571429, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.571428571428571, 6.857142857142857, 7.428571428571429, 8.0, 8.857142857142858, 8.857142857142858, 9.0, 9.0, 9.0, 11.571428571428571, 13.571428571428571, 13.571428571428571, 13.571428571428571, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 0.7142857142857143, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.0, 0.14285714285714285, 0.0, 0.0, 2.5714285714285716, 2.0, 0.0, 0.0, 9.571428571428571 ], "type_event": [ 10, 14, 10, 10, 14, 10, 10, 16, 10, 10, 14, 10, 10, 10, 14, 10, 10, 10, 10, 10, 15, 10, 10, 16, 10, 11, 7, 10, 10, 15, 10, 12, 11, 10, 12, 15, 7, 10, 14, 15, 10, 13 ], "type_text": [ "Books", "Movies and TV", "Books", "Books", "Movies and TV", "Books", "Books", "Kindle Store", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Kindle Store", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Sports and Outdoors", "Home and Kitchen", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Books", "Movies and TV", "Clothing Shoes and Jewelry", "Books", "Patio Lawn and Garden" ], "description": "The sequence of product reviews begins with a strong focus on Books and Movies and TV, with multiple reviews in these categories occurring in the initial weeks. As time progresses, there is a notable shift towards other categories, such as Clothing Shoes and Jewelry, Home and Kitchen, and Sports and Outdoors, which appear later in the timeline. Reviews for Books continue to dominate the sequence, with a consistent presence throughout the entire period, even as other categories emerge. The sequence shows clusters of reviews for specific categories, particularly Books, which are frequently reviewed in close succession, while other categories tend to have fewer reviews and are more spread out over time." }, { "dim_process": 18, "seq_idx": 1010, "seq_len": 55, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 1.4285714285714286, 1.5714285714285714, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.571428571428571, 4.857142857142857, 5.571428571428571, 5.857142857142857, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.571428571428571, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.0, 11.142857142857142, 12.571428571428571, 13.285714285714286, 13.571428571428571, 13.714285714285714, 15.285714285714286, 16.285714285714285, 16.571428571428573, 17.0, 17.857142857142858, 19.714285714285715, 21.714285714285715, 22.571428571428573, 23.571428571428573, 24.714285714285715, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 1.0, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.8571428571428572, 2.0, 0.8571428571428571, 1.0, 1.1428571428571428, 0.8571428571428571 ], "type_event": [ 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 16, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline. Initially, reviews for \"Books\" are frequent, particularly in the early weeks, while \"Kindle Store\" reviews appear less frequently but begin to increase in number around the 3-week mark. There is a noticeable clustering of \"Kindle Store\" reviews in the later weeks, particularly after the 15-week mark, suggesting a shift in review focus. Overall, \"Books\" reviews are more numerous and occur earlier in the sequence, while \"Kindle Store\" reviews become more prominent in the latter half." }, { "dim_process": 18, "seq_idx": 1011, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.0, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.8571428571428572, 2.142857142857143, 2.142857142857143, 5.428571428571429, 5.428571428571429, 5.428571428571429, 6.714285714285714, 8.0, 8.0, 8.0, 8.714285714285714, 8.714285714285714, 9.571428571428571, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.714285714285714, 10.714285714285714, 11.0, 11.142857142857142, 12.428571428571429, 13.0, 14.285714285714286, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 16.571428571428573, 19.857142857142858, 19.857142857142858, 19.857142857142858, 23.428571428571427, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.2857142857142857, 0.0, 3.2857142857142856, 0.0, 0.0, 1.2857142857142858, 1.2857142857142858, 0.0, 0.0, 0.7142857142857143, 0.0, 0.8571428571428571, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.5714285714285714, 1.2857142857142858, 1.1428571428571428, 0.0, 0.0, 0.0, 1.1428571428571428, 3.2857142857142856, 0.0, 0.0, 3.5714285714285716, 0.0 ], "type_event": [ 17, 10, 8, 15, 14, 11, 9, 3, 2, 15, 0, 7, 7, 11, 9, 2, 5, 15, 7, 5, 7, 12, 7, 7, 5, 7, 12, 1, 13, 15, 11, 15, 1, 15, 11, 10, 10, 13, 1, 7, 8, 11 ], "type_text": [ "Cell Phones and Accessories", "Books", "Toys and Games", "Clothing Shoes and Jewelry", "Movies and TV", "Home and Kitchen", "Office Products", "Arts Crafts and Sewing", "Pet Supplies", "Clothing Shoes and Jewelry", "Other", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Home and Kitchen", "Office Products", "Pet Supplies", "Automotive", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Automotive", "Grocery and Gourmet Food", "Sports and Outdoors", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Automotive", "Grocery and Gourmet Food", "Sports and Outdoors", "Tools and Home Improvement", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Books", "Patio Lawn and Garden", "Tools and Home Improvement", "Grocery and Gourmet Food", "Toys and Games", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Cell Phones and Accessories, Books, and Toys and Games, all submitted within the initial week. As time progresses, there is a notable clustering of reviews around the Clothing, Grocery, and Home categories, particularly around the 8 to 11-week mark. Later entries show a resurgence in Tools and Home Improvement reviews, alongside continued activity in Clothing and Grocery categories. The sequence concludes with a return to Toys and Games and additional Home and Kitchen reviews, indicating a varied interest throughout the timeline." }, { "dim_process": 18, "seq_idx": 1012, "seq_len": 41, "time_since_start": [ 0.0, 1.0, 1.5714285714285714, 2.0, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.0, 4.285714285714286, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.428571428571429, 6.571428571428571, 7.285714285714286, 7.428571428571429, 7.714285714285714, 8.428571428571429, 8.714285714285714, 9.285714285714286, 9.714285714285714, 10.571428571428571, 11.0, 11.285714285714286, 12.857142857142858, 13.0, 13.428571428571429, 13.571428571428571, 13.571428571428571, 14.285714285714286, 15.428571428571429, 16.0, 16.0, 18.857142857142858, 21.142857142857142, 25.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 1.0, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.7142857142857143, 1.1428571428571428, 0.5714285714285714, 0.0, 2.857142857142857, 2.2857142857142856, 4.142857142857143, 0.0 ], "type_event": [ 16, 10, 10, 16, 10, 16, 10, 10, 10, 16, 16, 16, 16, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 16, 16, 15 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a mix of reviews for the Kindle Store and Books, with an initial focus on Books in the first few weeks. As time progresses, there is a notable increase in the frequency of Books reviews, particularly between weeks 2 and 10, where they dominate the sequence. Reviews for the Kindle Store appear intermittently, often clustered around specific weeks, particularly at the beginning and later stages. Towards the end of the sequence, there is a shift with the introduction of a review for Clothing Shoes and Jewelry, following a series of Kindle Store reviews. Overall, the trend shows a predominant focus on Books early on, with Kindle Store reviews appearing more consistently in the latter part." }, { "dim_process": 18, "seq_idx": 1013, "seq_len": 56, "time_since_start": [ 0.0, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.5714285714285716, 4.0, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.857142857142857, 5.0, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 7.0, 7.142857142857143, 7.714285714285714, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.428571428571429, 9.857142857142858, 9.857142857142858, 10.428571428571429, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.142857142857142, 11.428571428571429, 12.0, 12.285714285714286 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857 ], "type_event": [ 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable number of reviews submitted in this category throughout the timeline. Reviews for the \"Kindle Store\" category appear less frequently and are often clustered at specific intervals, particularly around the 0.71, 1.71, and 6.0 to 7.71 weeks mark. The majority of reviews occur in the early weeks, with a gradual increase in frequency observed as the timeline progresses, particularly in the later weeks. Overall, the trend indicates that while \"Books\" dominate the review submissions, \"Kindle Store\" reviews are interspersed but less frequent." }, { "dim_process": 18, "seq_idx": 1014, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 1.0, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 4.0, 4.428571428571429, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.0, 6.285714285714286, 7.0, 7.285714285714286, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 9.428571428571429, 9.428571428571429, 9.571428571428571, 11.0, 11.571428571428571, 12.428571428571429, 12.571428571428571, 13.0, 15.142857142857142, 15.142857142857142, 15.428571428571429, 16.285714285714285, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.428571428571427, 17.857142857142858, 18.0, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 1.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 2.2857142857142856, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 1.4285714285714286, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 2.142857142857143, 0.0, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 4.428571428571429 ], "type_event": [ 16, 10, 16, 10, 16, 10, 16, 16, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a mix of reviews for both the Kindle Store and Books, with an initial cluster of reviews occurring within the first two weeks. As time progresses, there is a noticeable trend where reviews for Books become more frequent, particularly between weeks 5 and 18, indicating a sustained focus on this category. The reviews for the Kindle Store appear less frequently and are primarily concentrated around the beginning and later in the sequence, suggesting a pattern of more sporadic engagement with this category. Overall, the majority of reviews are submitted for Books, especially in the later weeks of the timeline." }, { "dim_process": 18, "seq_idx": 1015, "seq_len": 48, "time_since_start": [ 0.0, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.0, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.0, 6.428571428571429, 6.714285714285714, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.571428571428571, 10.571428571428571, 10.714285714285714, 12.142857142857142, 12.428571428571429, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.571428571428571, 15.142857142857142, 15.285714285714286, 15.714285714285714, 16.0, 16.142857142857142, 16.285714285714285, 18.0, 19.142857142857142, 20.571428571428573, 20.714285714285715, 23.142857142857142 ], "time_since_last_event": [ 0.0, 2.2857142857142856, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 1.1428571428571428, 1.4285714285714286, 0.14285714285714285, 2.4285714285714284 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, which dominates the early weeks, with multiple reviews submitted within a short time frame. The first review of the \"Kindle Store\" category occurs around the 2.29-week mark, but subsequent reviews in this category are sparse, occurring only a few times later in the sequence. The majority of reviews continue to cluster around the \"Books\" category, particularly between the 3 to 20-week range, with a consistent pattern of frequent submissions. Overall, the review activity is heavily weighted towards \"Books,\" with only intermittent reviews for the \"Kindle Store\" throughout the timeline." }, { "dim_process": 18, "seq_idx": 1016, "seq_len": 60, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 1.0, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 2.0, 2.4285714285714284, 2.7142857142857144, 3.0, 3.142857142857143, 3.4285714285714284, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.428571428571429, 5.857142857142857, 6.142857142857143, 7.0, 7.571428571428571, 7.714285714285714, 8.142857142857142, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.428571428571429, 9.714285714285714, 9.714285714285714, 10.0, 10.285714285714286, 10.857142857142858, 11.0, 11.428571428571429, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.428571428571429, 14.857142857142858, 15.285714285714286, 16.0, 16.428571428571427, 17.428571428571427, 17.571428571428573, 19.142857142857142, 19.714285714285715, 20.571428571428573, 21.428571428571427, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.4285714285714286, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 1.0, 0.14285714285714285, 1.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. As time progresses, there are occasional reviews in the \"Kindle Store\" category, but these are less frequent compared to the consistent reviews of \"Books.\" The reviews primarily cluster in the earlier weeks, with a notable increase in frequency during the first few weeks, followed by a steady but less intense pattern of reviews over the subsequent weeks. The \"Kindle Store\" reviews tend to appear intermittently, with some clustering towards the later weeks of the sequence. Overall, the trend indicates a predominant emphasis on \"Books\" throughout the review period, with \"Kindle Store\" reviews serving as occasional interludes." }, { "dim_process": 18, "seq_idx": 1017, "seq_len": 65, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.0, 1.5714285714285714, 1.7142857142857142, 2.0, 2.2857142857142856, 3.142857142857143, 3.7142857142857144, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.285714285714286, 7.857142857142857, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.571428571428571, 10.0, 10.285714285714286, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.857142857142858, 13.0, 13.142857142857142, 13.857142857142858, 14.0, 14.428571428571429, 14.857142857142858, 15.428571428571429, 16.0, 16.142857142857142, 16.285714285714285, 17.428571428571427, 17.571428571428573, 19.857142857142858, 20.142857142857142, 20.428571428571427, 20.571428571428573, 20.714285714285715, 20.857142857142858, 21.0, 21.428571428571427, 22.142857142857142, 22.428571428571427, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 2.2857142857142856, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.0 ], "type_event": [ 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 16, 16, 16, 10 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a few entries in the Kindle Store, followed by a predominant focus on Books, which continues to dominate the review activity throughout the timeline. The reviews cluster heavily around the Books category, particularly in the early weeks, with a noticeable increase in frequency over time. Kindle Store reviews appear intermittently, often following clusters of Book reviews, indicating a pattern where Book reviews are consistently prioritized, while Kindle Store reviews serve as secondary entries at various points. Overall, the trend shows a sustained interest in Books, with sporadic engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 1018, "seq_len": 48, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.2857142857142858, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 3.857142857142857, 4.142857142857143, 4.857142857142857, 5.285714285714286, 5.857142857142857, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.0, 9.142857142857142, 10.0, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 12.0, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.0, 13.571428571428571, 13.857142857142858, 14.0, 14.0, 14.142857142857142, 14.285714285714286, 14.857142857142858, 16.142857142857142, 16.428571428571427, 17.142857142857142, 17.428571428571427, 18.285714285714285, 18.857142857142858, 21.142857142857142, 21.714285714285715, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 1.4285714285714286, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 2.2857142857142856, 0.5714285714285714, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted in the early weeks and continuing steadily over time. There is a notable cluster of reviews within the first few weeks, followed by a gradual decline in frequency as time progresses. The user also includes reviews for the \"Kindle Store\" category at two points, both occurring after the initial surge of book reviews. Overall, the pattern indicates a strong initial engagement with books, with a few interspersed reviews for Kindle Store products." }, { "dim_process": 18, "seq_idx": 1019, "seq_len": 56, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.714285714285714, 9.571428571428571, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.714285714285714, 10.857142857142858, 12.571428571428571, 13.142857142857142, 13.428571428571429, 14.714285714285714, 14.857142857142858, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 17.714285714285715, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 19.285714285714285, 19.714285714285715, 19.857142857142858, 20.0, 22.0, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 1.7142857142857142, 0.5714285714285714, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 2.4285714285714284, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 2.0, 2.857142857142857 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over time, particularly in the early and middle periods. The first review in the \"Kindle Store\" category occurs shortly after the initial book reviews, indicating a slight clustering of Kindle Store reviews at specific intervals. Notably, there are several clusters of book reviews, especially around the 2 to 3-week mark and again around the 15 to 20-week mark, while the \"Kindle Store\" reviews appear less frequently and are interspersed throughout the timeline. Overall, the pattern indicates a sustained interest in books, with occasional reviews of the Kindle Store." }, { "dim_process": 18, "seq_idx": 1020, "seq_len": 71, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.0, 3.2857142857142856, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.857142857142857, 6.0, 6.285714285714286, 6.571428571428571, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 8.0, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.428571428571429, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.0, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.0, 12.285714285714286, 12.571428571428571, 13.0, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.0, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.285714285714285, 17.428571428571427, 17.714285714285715, 18.0, 18.285714285714285, 19.285714285714285, 20.285714285714285, 23.285714285714285, 24.0, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.0, 1.0, 3.0, 0.7142857142857143, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 8, 10, 10, 8, 8, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 8, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 0, 10, 12, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Toys and Games", "Books", "Books", "Toys and Games", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Other", "Books", "Sports and Outdoors", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted over the first 20 weeks. The user primarily reviews books in the initial weeks, with a few reviews in other categories, such as \"Kindle Store,\" \"Toys and Games,\" and \"Clothing Shoes and Jewelry,\" occurring later in the timeline. Notably, there is a slight increase in reviews for \"Toys and Games\" around the 9-week mark and a single review for \"Other\" at the 20-week mark. The trend indicates that the user predominantly engages with books throughout the majority of the timeline, with other categories being reviewed sporadically." }, { "dim_process": 18, "seq_idx": 1021, "seq_len": 50, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.0, 1.1428571428571428, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 2.5714285714285716, 2.7142857142857144, 3.0, 4.0, 4.285714285714286, 4.428571428571429, 5.0, 5.428571428571429, 5.428571428571429, 6.142857142857143, 7.0, 8.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.285714285714286, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.0, 12.142857142857142, 13.0, 13.142857142857142, 13.571428571428571, 13.857142857142858, 15.285714285714286, 15.857142857142858, 18.142857142857142, 18.428571428571427, 20.0, 21.428571428571427, 21.857142857142858, 25.142857142857142, 25.142857142857142, 25.142857142857142, 25.142857142857142, 25.142857142857142, 25.428571428571427, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.0, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.4285714285714286, 0.5714285714285714, 2.2857142857142856, 0.2857142857142857, 1.5714285714285714, 1.4285714285714286, 0.42857142857142855, 3.2857142857142856, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 16, 16, 10, 16, 10, 10, 16, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 15, 16, 9, 15, 11, 16, 17, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Kindle Store", "Office Products", "Clothing Shoes and Jewelry", "Home and Kitchen", "Kindle Store", "Cell Phones and Accessories", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple entries occurring in the early weeks and continuing throughout the timeline. The \"Kindle Store\" reviews appear intermittently, often following clusters of \"Books\" reviews, particularly at the beginning and later stages of the timeline. Other categories such as \"Clothing Shoes and Jewelry,\" \"Office Products,\" \"Home and Kitchen,\" and \"Cell Phones and Accessories\" are introduced later in the sequence, all occurring around the same time in the 25-week mark. Overall, the pattern indicates a strong initial interest in books, with a gradual diversification into other product categories after several weeks." }, { "dim_process": 18, "seq_idx": 1022, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 7.857142857142857, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 9.714285714285714, 9.714285714285714, 9.714285714285714, 9.714285714285714, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 7.857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.7142857142857142, 0.0, 0.0, 0.0, 5.714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 7, 15, 10, 14, 8, 11, 0, 0, 8, 11, 10, 7, 12, 0, 3, 1, 15, 12, 11, 14, 10, 1, 9, 15, 4, 8, 7, 15, 0, 10, 0, 7, 8, 12, 0, 4, 0, 2, 0, 15, 11, 6 ], "type_text": [ "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Movies and TV", "Toys and Games", "Home and Kitchen", "Other", "Other", "Toys and Games", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Sports and Outdoors", "Other", "Arts Crafts and Sewing", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Movies and TV", "Books", "Tools and Home Improvement", "Office Products", "Clothing Shoes and Jewelry", "Electronics", "Toys and Games", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Other", "Books", "Other", "Grocery and Gourmet Food", "Toys and Games", "Sports and Outdoors", "Other", "Electronics", "Other", "Pet Supplies", "Other", "Clothing Shoes and Jewelry", "Home and Kitchen", "Industrial and Scientific" ], "description": "The sequence of product reviews begins with a variety of categories being reviewed simultaneously at the initial timestamp, indicating a broad interest in multiple areas. After approximately eight weeks, there is a notable clustering of reviews across many categories, with several categories being revisited, particularly in clothing, home goods, and entertainment. Following this period, around 15 weeks in, the reviews again show a diverse range of categories, with a mix of previously reviewed areas and some new ones, suggesting a sustained engagement with different product types over time. Overall, the sequence reveals an initial broad interest, followed by a concentrated period of reviews, and then a return to varied interests." }, { "dim_process": 18, "seq_idx": 1023, "seq_len": 61, "time_since_start": [ 0.0, 0.5714285714285714, 1.5714285714285714, 2.0, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.0, 3.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 5.0, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.571428571428571, 8.857142857142858, 9.0, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.285714285714286, 10.428571428571429, 10.428571428571429, 10.571428571428571, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.571428571428571, 12.857142857142858, 12.857142857142858, 13.285714285714286, 13.428571428571429, 15.0, 15.285714285714286, 16.0, 16.142857142857142, 17.0, 17.142857142857142, 17.571428571428573, 17.714285714285715, 19.857142857142858, 22.0 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 1.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 2.142857142857143, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 1, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over an extended period. Initially, all reviews are for \"Books,\" with a notable cluster of entries occurring in the first 10 weeks. The first mention of the \"Kindle Store\" appears around week 7, followed by additional entries in weeks 10 and 12, indicating a slight diversification in review categories. After week 22, the reviews return to the \"Kindle Store,\" suggesting a pattern of sustained interest in books, with occasional exploration of related categories." }, { "dim_process": 18, "seq_idx": 1024, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 1.2857142857142858, 3.0, 3.142857142857143, 3.857142857142857, 4.0, 4.285714285714286, 4.571428571428571, 5.0, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.0, 8.0, 8.428571428571429, 9.0, 9.142857142857142, 9.857142857142858, 10.0, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.0, 12.0, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 15.0, 15.285714285714286, 17.0, 17.428571428571427, 18.0, 19.0, 21.0, 22.0, 23.0, 24.0, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 2.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 1.7142857142857142, 0.42857142857142855, 0.5714285714285714, 1.0, 2.0, 1.0, 1.0, 1.0, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews categorized under \"Books.\" The reviews are submitted consistently over time, with a notable clustering of submissions occurring in the initial weeks, particularly within the first 6 weeks. As time progresses, the frequency of reviews appears to taper off slightly, with fewer submissions noted in the later weeks compared to the earlier periods. Overall, the reviews are predominantly concentrated in the first half of the timeline, with a gradual decline in submission frequency observed as the weeks advance." }, { "dim_process": 18, "seq_idx": 1025, "seq_len": 40, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.7142857142857142, 3.2857142857142856, 3.4285714285714284, 4.285714285714286, 5.571428571428571, 6.857142857142857, 7.142857142857143, 7.142857142857143, 7.714285714285714, 8.0, 8.428571428571429, 9.142857142857142, 10.857142857142858, 11.285714285714286, 11.428571428571429, 11.428571428571429, 11.571428571428571, 12.142857142857142, 13.0, 13.142857142857142, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.0, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.571428571428571, 15.571428571428571, 16.428571428571427, 16.714285714285715, 18.0, 18.571428571428573, 19.142857142857142, 19.714285714285715, 23.571428571428573, 24.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 1.5714285714285714, 0.14285714285714285, 0.8571428571428571, 1.2857142857142858, 1.2857142857142858, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.7142857142857142, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.0, 0.8571428571428571, 0.2857142857142857, 1.2857142857142858, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 3.857142857142857, 0.42857142857142855 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 3, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, which dominates the early weeks, with multiple reviews submitted in quick succession. The first instance of the \"Kindle Store\" category occurs after nearly a week, but reviews for \"Books\" continue to be submitted consistently throughout the timeline, with some clustering around specific weeks. As time progresses, there are intermittent reviews in the \"Kindle Store\" category, particularly noted around weeks 7, 11, 14, and 15, while the \"Books\" category remains the most frequently reviewed. Toward the end of the sequence, there is a brief review in the \"Arts Crafts and Sewing\" category, but the overall trend shows a sustained interest in \"Books\" with sporadic engagement with the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 1026, "seq_len": 49, "time_since_start": [ 0.0, 1.2857142857142858, 1.2857142857142858, 1.8571428571428572, 2.4285714285714284, 2.7142857142857144, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.571428571428571, 6.0, 6.857142857142857, 7.0, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.0, 8.857142857142858, 9.714285714285714, 9.857142857142858, 9.857142857142858, 11.285714285714286, 11.571428571428571, 12.285714285714286, 12.714285714285714, 13.142857142857142, 13.142857142857142, 13.285714285714286, 13.714285714285714, 14.0, 14.857142857142858, 14.857142857142858, 15.0, 15.428571428571429, 15.714285714285714, 16.571428571428573, 16.857142857142858, 17.285714285714285, 17.428571428571427, 17.571428571428573, 18.714285714285715, 19.0, 19.857142857142858, 22.857142857142858, 24.857142857142858 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.0, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.0, 1.4285714285714286, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.8571428571428571, 3.0, 2.0 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 12, 10, 10, 10, 10, 12, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 16, 16, 16, 10, 10, 10, 15, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 18 weeks. Reviews for \"Kindle Store\" appear intermittently, primarily clustered around the 3-week, 14-week, and later periods. The \"Sports and Outdoors\" category is reviewed twice, once at around the 10-week mark and again at the 13-week mark, while \"Clothing Shoes and Jewelry\" is reviewed at the 20-week mark. Overall, the trend indicates a strong preference for books early on, with occasional reviews of other categories emerging later in the timeline." }, { "dim_process": 18, "seq_idx": 1027, "seq_len": 88, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.0, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.857142857142857, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 8.0, 8.285714285714286, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.0, 10.285714285714286, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.714285714285714, 12.0, 12.142857142857142, 12.571428571428571, 12.857142857142858, 13.0, 13.142857142857142, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.571428571428571, 15.714285714285714, 16.0, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.0, 18.285714285714285, 19.0, 19.714285714285715, 19.857142857142858, 20.142857142857142, 20.714285714285715, 21.428571428571427, 21.571428571428573, 21.714285714285715, 21.857142857142858, 22.0, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 2.7142857142857144 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of entries in the \"Books\" category, which are submitted consistently throughout the timeline with a noticeable concentration in the early weeks. There are only a few instances of reviews in the \"Kindle Store,\" which occur later in the sequence, indicating a potential shift in focus. Overall, the reviews are clustered primarily within the first 25 weeks, with a gradual tapering off towards the end, suggesting a sustained interest in books over time." }, { "dim_process": 18, "seq_idx": 1028, "seq_len": 77, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 3.0, 3.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.857142857142857, 5.0, 5.0, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.0, 7.285714285714286, 7.285714285714286, 7.714285714285714, 7.714285714285714, 8.428571428571429, 8.857142857142858, 9.0, 9.0, 9.428571428571429, 9.428571428571429, 10.0, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.142857142857142, 12.142857142857142, 12.285714285714286, 12.857142857142858, 12.857142857142858, 13.0, 13.0, 13.285714285714286, 13.428571428571429, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.285714285714286, 14.714285714285714, 14.714285714285714, 15.571428571428571, 16.714285714285715, 16.857142857142858, 18.142857142857142, 18.142857142857142, 18.142857142857142, 18.428571428571427, 18.428571428571427, 18.571428571428573, 18.571428571428573, 18.857142857142858, 19.285714285714285, 19.571428571428573, 19.714285714285715, 20.142857142857142, 20.428571428571427, 20.428571428571427, 21.285714285714285, 21.428571428571427, 22.142857142857142, 22.428571428571427, 24.285714285714285, 24.714285714285715, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.0, 1.0, 1.2857142857142858, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 1.0, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 1.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.0, 0.8571428571428571, 1.1428571428571428, 0.14285714285714285, 1.2857142857142858, 0.0, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.8571428571428572, 0.42857142857142855, 0.14285714285714285 ], "type_event": [ 0, 4, 17, 17, 10, 10, 15, 10, 10, 11, 10, 0, 17, 17, 10, 10, 10, 7, 10, 10, 10, 10, 2, 7, 2, 10, 10, 12, 10, 2, 10, 10, 11, 10, 9, 10, 10, 3, 10, 7, 10, 0, 11, 10, 15, 10, 15, 10, 11, 10, 10, 9, 10, 0, 10, 10, 11, 10, 8, 7, 10, 3, 10, 10, 3, 10, 11, 17, 11, 10, 11, 10, 10, 11, 17, 11, 10 ], "type_text": [ "Other", "Electronics", "Cell Phones and Accessories", "Cell Phones and Accessories", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Home and Kitchen", "Books", "Other", "Cell Phones and Accessories", "Cell Phones and Accessories", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Pet Supplies", "Grocery and Gourmet Food", "Pet Supplies", "Books", "Books", "Sports and Outdoors", "Books", "Pet Supplies", "Books", "Books", "Home and Kitchen", "Books", "Office Products", "Books", "Books", "Arts Crafts and Sewing", "Books", "Grocery and Gourmet Food", "Books", "Other", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Books", "Books", "Office Products", "Books", "Other", "Books", "Books", "Home and Kitchen", "Books", "Toys and Games", "Grocery and Gourmet Food", "Books", "Arts Crafts and Sewing", "Books", "Books", "Arts Crafts and Sewing", "Books", "Home and Kitchen", "Cell Phones and Accessories", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Books", "Home and Kitchen", "Cell Phones and Accessories", "Home and Kitchen", "Books" ], "description": "The sequence of product reviews shows a progression over time with a notable clustering of reviews in the Books category, which appears consistently throughout the timeline, particularly in the later weeks. Initially, there is a diverse range of categories reviewed, including Electronics and Clothing, but as time progresses, the focus shifts predominantly to Books and Home and Kitchen items. Cell Phones and Accessories are reviewed at the beginning and later towards the end, while Grocery and Gourmet Food and Pet Supplies appear intermittently. Overall, the trend indicates a gradual increase in the frequency of reviews, especially for Books, with certain categories being revisited multiple times within short intervals." }, { "dim_process": 18, "seq_idx": 1029, "seq_len": 71, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.1428571428571428, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 4.0, 4.571428571428571, 4.857142857142857, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.428571428571429, 6.714285714285714, 7.0, 7.142857142857143, 7.428571428571429, 8.428571428571429, 9.0, 10.0, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 12.0, 12.142857142857142, 12.285714285714286, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.714285714285715, 18.0, 18.285714285714285, 18.428571428571427, 19.0, 19.285714285714285, 20.857142857142858, 21.285714285714285, 21.428571428571427, 21.857142857142858, 22.142857142857142, 22.571428571428573, 23.0, 23.142857142857142, 23.571428571428573, 24.285714285714285, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0, 0.5714285714285714, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, with all entries falling within a continuous timeline. The reviews begin at week zero and occur consistently over time, with a noticeable clustering of reviews in the early weeks, particularly within the first 18 weeks. As time progresses, the frequency of reviews appears to stabilize, with fewer reviews submitted in the later weeks, particularly after week 25. Overall, the trend indicates a strong initial engagement with book reviews that gradually tapers off." }, { "dim_process": 18, "seq_idx": 1030, "seq_len": 66, "time_since_start": [ 0.0, 0.42857142857142855, 1.4285714285714286, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.7142857142857144, 3.857142857142857, 4.0, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.571428571428571, 6.0, 6.285714285714286, 6.714285714285714, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.0, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.0, 11.571428571428571, 12.142857142857142, 12.285714285714286, 12.571428571428571, 13.142857142857142, 13.428571428571429, 13.714285714285714, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.857142857142858, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.428571428571427, 18.571428571428573, 19.0, 21.0, 21.285714285714285, 21.285714285714285, 23.0, 23.142857142857142, 25.571428571428573, 25.714285714285715, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 1.0, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 2.0, 0.2857142857142857, 0.0, 1.7142857142857142, 0.14285714285714285, 2.4285714285714284, 0.14285714285714285, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 1, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 14, 8, 1, 10, 10, 10, 9 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Movies and TV", "Toys and Games", "Tools and Home Improvement", "Books", "Books", "Books", "Office Products" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over the initial weeks. There is a notable cluster of book reviews occurring in the first 18 weeks, with a few instances of reviews for \"Kindle Store\" and other categories starting around week 6. After week 21, there is a diversification into categories like \"Clothing Shoes and Jewelry,\" \"Movies and TV,\" and \"Toys and Games,\" followed by a return to \"Books\" and the introduction of \"Tools and Home Improvement\" and \"Office Products\" towards the end of the sequence. Overall, the trend indicates a strong initial emphasis on books, with gradual exploration of other product categories later on." }, { "dim_process": 18, "seq_idx": 1031, "seq_len": 40, "time_since_start": [ 0.0, 2.142857142857143, 2.857142857142857, 3.2857142857142856, 3.857142857142857, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.285714285714286, 5.857142857142857, 6.285714285714286, 7.0, 7.714285714285714, 8.428571428571429, 8.857142857142858, 9.857142857142858, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.428571428571429, 11.714285714285714, 11.857142857142858, 11.857142857142858, 12.857142857142858, 13.285714285714286, 13.714285714285714, 14.857142857142858, 14.857142857142858, 15.428571428571429, 15.714285714285714, 16.0, 16.428571428571427, 17.142857142857142, 18.714285714285715, 19.428571428571427, 20.857142857142858, 20.857142857142858, 21.857142857142858, 22.857142857142858, 23.857142857142858 ], "time_since_last_event": [ 0.0, 2.142857142857143, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 1.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.0, 1.0, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.5714285714285714, 0.7142857142857143, 1.4285714285714286, 0.0, 1.0, 1.0, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 8, 15, 10, 16, 2 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Pet Supplies" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with numerous reviews clustered within the first several weeks. As time progresses, there are intermittent reviews in the \"Kindle Store,\" which appear at specific intervals, particularly after several weeks of reviewing books. The reviews for \"Books\" continue to dominate the timeline, with a notable shift occurring around the 20-week mark, where reviews for \"Toys and Games\" and \"Clothing Shoes and Jewelry\" are introduced simultaneously. The sequence concludes with a review in \"Pet Supplies,\" indicating a diversification of categories after a prolonged emphasis on books." }, { "dim_process": 18, "seq_idx": 1032, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 2.7142857142857144, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.714285714285714, 4.857142857142857, 5.857142857142857, 6.285714285714286, 6.857142857142857, 7.142857142857143, 7.571428571428571, 7.714285714285714, 8.0, 8.142857142857142, 8.857142857142858, 9.857142857142858, 10.857142857142858, 11.0, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.571428571428571, 13.0, 13.285714285714286, 13.714285714285714, 14.857142857142858, 16.0, 16.285714285714285, 17.857142857142858, 19.285714285714285, 21.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.8571428571428572, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.0, 1.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 1.1428571428571428, 0.2857142857142857, 1.5714285714285714, 1.4285714285714286, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly features reviews in the \"Books\" category, with all entries falling within this single category. The reviews are consistently submitted over a span of time, with a noticeable clustering of reviews occurring in the initial weeks, particularly within the first 12 weeks. After this initial period, the frequency of reviews appears to taper off, with fewer submissions noted in the later weeks, particularly after the 14-week mark. Overall, the trend indicates a high volume of reviews concentrated early in the timeline, followed by a gradual decline in submission frequency." }, { "dim_process": 18, "seq_idx": 1033, "seq_len": 49, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.8571428571428572, 2.0, 2.2857142857142856, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.857142857142857, 4.0, 4.857142857142857, 5.0, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.0, 8.142857142857142, 8.857142857142858, 9.142857142857142, 9.857142857142858, 10.285714285714286, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.0, 14.142857142857142, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.428571428571427, 17.0, 17.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category throughout the entire timeline. Reviews are submitted at regular intervals, particularly clustered in the earlier weeks, with a notable increase in frequency during the first 18 weeks. The pattern indicates a sustained engagement with books, with no diversification into other product categories observed over the entire period. The timing of reviews suggests a steady and ongoing interest in this category without significant gaps in activity." }, { "dim_process": 18, "seq_idx": 1034, "seq_len": 49, "time_since_start": [ 0.0, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 2.0, 2.7142857142857144, 4.0, 4.714285714285714, 4.857142857142857, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.857142857142857, 6.0, 6.571428571428571, 7.428571428571429, 7.857142857142857, 7.857142857142857, 7.857142857142857, 8.142857142857142, 8.142857142857142, 8.714285714285714, 8.714285714285714, 8.714285714285714, 8.857142857142858, 8.857142857142858, 10.0, 10.0, 10.714285714285714, 11.0, 13.285714285714286, 13.285714285714286, 13.285714285714286, 14.428571428571429, 14.428571428571429, 15.428571428571429, 15.571428571428571, 16.857142857142858, 17.142857142857142, 17.571428571428573, 17.857142857142858, 18.142857142857142, 18.142857142857142, 18.571428571428573, 18.571428571428573, 19.0, 20.142857142857142, 21.428571428571427, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.0, 0.0, 1.1428571428571428, 0.7142857142857143, 1.2857142857142858, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.0, 1.1428571428571428, 0.0, 0.7142857142857143, 0.2857142857142857, 2.2857142857142856, 0.0, 0.0, 1.1428571428571428, 0.0, 1.0, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.42857142857142855, 1.1428571428571428, 1.2857142857142858, 0.7142857142857143 ], "type_event": [ 4, 13, 12, 11, 13, 1, 0, 5, 15, 12, 13, 7, 12, 13, 5, 11, 1, 15, 5, 1, 11, 13, 2, 9, 12, 11, 11, 4, 15, 9, 14, 12, 5, 4, 12, 9, 1, 12, 2, 11, 7, 15, 12, 12, 4, 1, 12, 13, 5 ], "type_text": [ "Electronics", "Patio Lawn and Garden", "Sports and Outdoors", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement", "Other", "Automotive", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Sports and Outdoors", "Patio Lawn and Garden", "Automotive", "Home and Kitchen", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Automotive", "Tools and Home Improvement", "Home and Kitchen", "Patio Lawn and Garden", "Pet Supplies", "Office Products", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Electronics", "Clothing Shoes and Jewelry", "Office Products", "Movies and TV", "Sports and Outdoors", "Automotive", "Electronics", "Sports and Outdoors", "Office Products", "Tools and Home Improvement", "Sports and Outdoors", "Pet Supplies", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Sports and Outdoors", "Electronics", "Tools and Home Improvement", "Sports and Outdoors", "Patio Lawn and Garden", "Automotive" ], "description": "The sequence of product reviews begins with a focus on Electronics and expands into various categories such as Patio Lawn and Garden, Sports and Outdoors, and Home and Kitchen within the first few weeks. Reviews for Patio Lawn and Garden and Sports and Outdoors cluster around the 5-9 week mark, indicating a heightened interest in these categories during that period. As time progresses, there is a noticeable increase in reviews related to Automotive and Tools and Home Improvement, particularly in the later weeks. Overall, the reviews show a diverse range of categories being addressed, with certain types, like Sports and Outdoors, appearing more frequently in clusters throughout the timeline." }, { "dim_process": 18, "seq_idx": 1035, "seq_len": 49, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.7142857142857142, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.857142857142857, 5.857142857142857, 6.714285714285714, 6.857142857142857, 7.571428571428571, 7.857142857142857, 8.0, 8.571428571428571, 8.857142857142858, 9.714285714285714, 9.857142857142858, 10.0, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.571428571428571, 11.714285714285714, 12.0, 13.142857142857142, 13.857142857142858, 14.571428571428571, 14.857142857142858, 15.0, 15.0, 16.0, 16.285714285714285, 16.857142857142858, 17.0, 18.571428571428573, 19.571428571428573, 20.285714285714285, 21.714285714285715, 24.142857142857142, 24.571428571428573, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.0, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.0, 1.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.5714285714285714, 1.0, 0.7142857142857143, 1.4285714285714286, 2.4285714285714284, 0.42857142857142855, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly clustered within the first 25 weeks. Most reviews are submitted in the early weeks, with a notable peak in frequency occurring between weeks 0 and 11. After this initial surge, there is a gradual decline in review submissions, with a few isolated reviews extending into the later weeks. A single review for the \"Kindle Store\" appears amidst the predominance of book reviews, indicating a brief diversification in the review topics. Overall, the trend highlights a strong emphasis on books throughout the entire sequence." }, { "dim_process": 18, "seq_idx": 1036, "seq_len": 68, "time_since_start": [ 0.0, 0.0, 1.0, 1.0, 1.0, 1.4285714285714286, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 2.0, 2.0, 2.4285714285714284, 2.4285714285714284, 3.4285714285714284, 4.285714285714286, 4.285714285714286, 5.0, 5.142857142857143, 5.571428571428571, 5.714285714285714, 5.857142857142857, 5.857142857142857, 6.0, 6.428571428571429, 6.428571428571429, 6.714285714285714, 7.285714285714286, 8.571428571428571, 8.571428571428571, 8.857142857142858, 8.857142857142858, 9.142857142857142, 9.857142857142858, 10.285714285714286, 12.428571428571429, 12.571428571428571, 12.571428571428571, 12.714285714285714, 14.428571428571429, 14.428571428571429, 14.571428571428571, 14.571428571428571, 15.714285714285714, 16.571428571428573, 17.142857142857142, 17.857142857142858, 18.142857142857142, 18.142857142857142, 18.285714285714285, 18.571428571428573, 19.0, 19.0, 19.285714285714285, 20.571428571428573, 20.571428571428573, 20.714285714285715, 21.142857142857142, 21.285714285714285, 21.857142857142858, 22.714285714285715, 23.0, 23.0, 23.428571428571427, 23.857142857142858, 23.857142857142858, 24.714285714285715, 24.714285714285715, 25.0 ], "time_since_last_event": [ 0.0, 0.0, 1.0, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 1.0, 0.8571428571428571, 0.0, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 2.142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 1.7142857142857142, 0.0, 0.14285714285714285, 0.0, 1.1428571428571428, 0.8571428571428571, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.2857142857142857, 1.2857142857142858, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.8571428571428571, 0.0, 0.2857142857142857 ], "type_event": [ 12, 7, 15, 0, 7, 7, 11, 4, 17, 0, 9, 9, 15, 9, 4, 12, 7, 12, 12, 11, 0, 12, 8, 0, 17, 11, 15, 12, 0, 7, 0, 11, 9, 10, 7, 10, 15, 12, 10, 0, 12, 7, 17, 10, 7, 10, 1, 0, 4, 11, 1, 3, 17, 15, 12, 12, 12, 15, 11, 1, 15, 11, 12, 11, 0, 9, 11, 0 ], "type_text": [ "Sports and Outdoors", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Other", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Home and Kitchen", "Electronics", "Cell Phones and Accessories", "Other", "Office Products", "Office Products", "Clothing Shoes and Jewelry", "Office Products", "Electronics", "Sports and Outdoors", "Grocery and Gourmet Food", "Sports and Outdoors", "Sports and Outdoors", "Home and Kitchen", "Other", "Sports and Outdoors", "Toys and Games", "Other", "Cell Phones and Accessories", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Other", "Grocery and Gourmet Food", "Other", "Home and Kitchen", "Office Products", "Books", "Grocery and Gourmet Food", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Other", "Sports and Outdoors", "Grocery and Gourmet Food", "Cell Phones and Accessories", "Books", "Grocery and Gourmet Food", "Books", "Tools and Home Improvement", "Other", "Electronics", "Home and Kitchen", "Tools and Home Improvement", "Arts Crafts and Sewing", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Sports and Outdoors", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Other", "Office Products", "Home and Kitchen", "Other" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with notable trends in clustering and timing. Initially, reviews for Sports and Outdoors, Grocery and Gourmet Food, and Clothing Shoes and Jewelry occur within the first few weeks. As time progresses, there is a noticeable increase in reviews for Office Products and Home and Kitchen, particularly around the 2 to 4-week mark. Later on, there is a significant concentration of reviews for Books and a resurgence of Sports and Outdoors around the 12 to 14-week period, followed by a gradual increase in Tools and Home Improvement reviews. The sequence concludes with a mix of categories, indicating a varied interest over the entire review period." }, { "dim_process": 18, "seq_idx": 1037, "seq_len": 73, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 2.142857142857143, 4.0, 4.142857142857143, 4.285714285714286, 5.0, 5.142857142857143, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.428571428571429, 7.0, 7.142857142857143, 7.428571428571429, 8.0, 8.142857142857142, 8.285714285714286, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.285714285714286, 13.0, 13.142857142857142, 13.428571428571429, 13.857142857142858, 14.0, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.428571428571429, 16.0, 16.142857142857142, 16.857142857142858, 17.142857142857142, 17.571428571428573, 18.0, 19.0, 19.142857142857142, 20.0, 20.142857142857142, 20.285714285714285, 21.142857142857142, 22.142857142857142, 22.285714285714285, 23.142857142857142, 24.142857142857142, 25.428571428571427, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.42857142857142855, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.0, 0.14285714285714285, 0.8571428571428571, 1.0, 1.2857142857142858, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with numerous reviews submitted consistently over time. The reviews for \"Kindle Store\" appear sporadically, primarily clustered in the earlier weeks and again towards the end of the sequence. Initially, there is a mix of reviews for both categories, but as time progresses, the frequency of \"Books\" reviews increases significantly, while \"Kindle Store\" reviews become less frequent. Overall, the trend indicates a strong and sustained engagement with the \"Books\" category throughout the entire timeline." }, { "dim_process": 18, "seq_idx": 1038, "seq_len": 59, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 1.0, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.7142857142857144, 3.0, 3.2857142857142856, 3.7142857142857144, 4.0, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.0, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.0, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.0, 8.285714285714286, 8.714285714285714, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 10.0, 10.428571428571429, 10.714285714285714, 11.285714285714286, 11.428571428571429, 12.0, 12.428571428571429, 13.0, 13.285714285714286, 14.0, 14.285714285714286, 14.714285714285714, 15.142857142857142, 15.714285714285714, 16.0, 16.142857142857142, 16.428571428571427, 16.571428571428573, 17.0, 17.428571428571427, 18.428571428571427, 18.857142857142858, 19.0, 24.714285714285715, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.0, 0.42857142857142855, 0.14285714285714285, 5.714285714285714, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews submitted at regular intervals over a period of time. The reviews cluster predominantly in the early weeks, with a gradual increase in frequency until around the 19-week mark, after which there is a notable gap before a few reviews are submitted again at weeks 24 and 25. Overall, the pattern indicates a sustained engagement with books over the initial weeks, followed by a significant pause before a resurgence in activity later in the timeline." }, { "dim_process": 18, "seq_idx": 1039, "seq_len": 102, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.0, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.571428571428571, 6.0, 6.142857142857143, 6.428571428571429, 6.571428571428571, 7.0, 7.285714285714286, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 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18.714285714285715, 19.142857142857142, 19.285714285714285, 21.428571428571427, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 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0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 2.142857142857143, 3.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with a consistent pattern of reviews submitted over time. The reviews begin shortly after the starting point and continue at a steady pace, with only a few instances of reviews for the \"Kindle Store\" category occurring later in the sequence. Most reviews cluster within the first 20 weeks, with a noticeable decline in frequency as the timeline progresses, particularly after the 19-week mark. Overall, the majority of reviews are concentrated in the early to mid-period of the sequence, with a significant drop-off in activity in the later weeks." }, { "dim_process": 18, "seq_idx": 1040, "seq_len": 48, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 2.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.571428571428571, 5.0, 6.285714285714286, 6.857142857142857, 7.857142857142857, 8.0, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.714285714285714, 10.0, 10.571428571428571, 10.714285714285714, 11.285714285714286, 12.0, 12.571428571428571, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.0, 15.428571428571429, 15.714285714285714, 16.0, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.0, 17.428571428571427, 17.857142857142858, 18.428571428571427, 18.571428571428573, 18.714285714285715, 19.0, 19.857142857142858, 20.857142857142858, 21.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 1.2857142857142858, 0.5714285714285714, 1.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.0, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews primarily consists of reviews for books, with a notable concentration of these reviews occurring in the initial weeks. The reviews start at week zero and continue consistently, with a gradual increase in frequency until around week 19. A single review for the Kindle Store appears at week 20, after which the user resumes reviewing books again at week 21. Overall, the trend indicates a strong focus on books throughout the sequence, with the Kindle Store review being an outlier." }, { "dim_process": 18, "seq_idx": 1041, "seq_len": 40, "time_since_start": [ 0.0, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.428571428571429, 5.0, 6.857142857142857, 7.0, 7.428571428571429, 8.142857142857142, 8.285714285714286, 8.571428571428571, 9.0, 9.285714285714286, 9.714285714285714, 10.428571428571429, 11.142857142857142, 12.0, 12.285714285714286, 12.428571428571429, 13.0, 13.142857142857142, 14.714285714285714, 15.0, 15.285714285714286, 16.285714285714285, 17.285714285714285, 18.285714285714285, 18.714285714285715, 21.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 1.8571428571428572, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.0, 1.0, 1.0, 0.42857142857142855, 2.7142857142857144 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a consistent focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. A single review for the \"Kindle Store\" appears around the two-week mark, but the trend quickly returns to \"Books.\" The user continues to submit reviews predominantly for \"Books\" over an extended period, with a gradual increase in the frequency of reviews, especially noticeable in the later weeks. Overall, the reviews are heavily clustered in the \"Books\" category, with a sustained pattern of activity throughout the timeline." }, { "dim_process": 18, "seq_idx": 1042, "seq_len": 69, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.0, 1.2857142857142858, 1.2857142857142858, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.857142857142857, 5.0, 5.428571428571429, 6.0, 6.285714285714286, 6.857142857142857, 7.0, 7.142857142857143, 8.0, 9.0, 9.142857142857142, 9.428571428571429, 9.714285714285714, 10.0, 10.285714285714286, 10.857142857142858, 10.857142857142858, 11.142857142857142, 11.428571428571429, 11.571428571428571, 12.0, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.0, 14.285714285714286, 14.428571428571429, 14.571428571428571, 15.0, 15.142857142857142, 15.857142857142858, 16.0, 16.428571428571427, 16.571428571428573, 17.0, 17.285714285714285, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 20.0, 20.285714285714285, 20.857142857142858, 21.0, 21.428571428571427, 22.0, 22.285714285714285, 23.0, 23.142857142857142, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which appears consistently throughout the timeline, especially in the earlier weeks. Reviews for the \"Kindle Store\" category are less frequent and tend to cluster around specific points, particularly at the 1.29, 2.0, 3.43, 10.86, 13.86, and 22.29 marks. Overall, the reviews for \"Books\" dominate the sequence, with a gradual increase in the frequency of reviews over time, while \"Kindle Store\" reviews are interspersed and occur later in the timeline." }, { "dim_process": 18, "seq_idx": 1043, "seq_len": 45, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 3.5714285714285716, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 19.285714285714285, 19.285714285714285, 19.285714285714285, 19.285714285714285, 19.285714285714285, 19.285714285714285, 19.285714285714285, 19.285714285714285, 19.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 3.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 15.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 9, 1, 13, 12, 11, 10, 4, 15, 8, 5, 0, 10, 9, 15, 4, 1, 0, 11, 13, 10, 5, 0, 14, 0, 1, 0, 15, 4, 12, 12, 15, 5, 3, 4, 8, 11, 1, 12, 0, 0, 14, 8, 4, 7, 0 ], "type_text": [ "Office Products", "Tools and Home Improvement", "Patio Lawn and Garden", "Sports and Outdoors", "Home and Kitchen", "Books", "Electronics", "Clothing Shoes and Jewelry", "Toys and Games", "Automotive", "Other", "Books", "Office Products", "Clothing Shoes and Jewelry", "Electronics", "Tools and Home Improvement", "Other", "Home and Kitchen", "Patio Lawn and Garden", "Books", "Automotive", "Other", "Movies and TV", "Other", "Tools and Home Improvement", "Other", "Clothing Shoes and Jewelry", "Electronics", "Sports and Outdoors", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Automotive", "Arts Crafts and Sewing", "Electronics", "Toys and Games", "Home and Kitchen", "Tools and Home Improvement", "Sports and Outdoors", "Other", "Other", "Movies and TV", "Toys and Games", "Electronics", "Grocery and Gourmet Food", "Other" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted simultaneously, with a notable emphasis on Office Products, Tools and Home Improvement, and various other categories. After the initial submissions, there is a cluster of reviews around the 0.57-week mark, where Books and Electronics are particularly prominent alongside other categories. A significant gap follows until approximately 3.57 weeks, where another wave of reviews occurs, predominantly in Tools and Home Improvement and other categories, indicating a resurgence in activity. The final cluster of reviews at 19.29 weeks shows a return to multiple categories, including a mix of familiar ones such as Tools and Home Improvement, Sports and Outdoors, and Electronics, alongside new entries like Grocery and Gourmet Food. Overall, the review activity demonstrates initial diversity, followed by periods of concentrated submissions and a later resurgence in various product categories." }, { "dim_process": 18, "seq_idx": 1044, "seq_len": 54, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.0, 1.2857142857142858, 1.8571428571428572, 2.7142857142857144, 3.0, 3.2857142857142856, 3.5714285714285716, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.0, 7.428571428571429, 7.714285714285714, 8.0, 8.428571428571429, 8.571428571428571, 9.0, 9.571428571428571, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 12.285714285714286, 12.571428571428571, 13.285714285714286, 13.428571428571429, 13.571428571428571, 15.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 18.571428571428573, 18.857142857142858, 19.0, 20.142857142857142, 21.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 2.142857142857143, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on books, with no variation in category throughout the timeline. Reviews are submitted frequently in the initial weeks, with a notable cluster of activity occurring within the first 12 weeks. As time progresses, the frequency of reviews appears to decrease, with longer intervals between submissions observed in the later weeks. Overall, the trend indicates a high volume of reviews early on, tapering off as the timeline extends." }, { "dim_process": 18, "seq_idx": 1045, "seq_len": 48, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 1.0, 3.5714285714285716, 4.0, 4.285714285714286, 4.857142857142857, 5.142857142857143, 6.0, 6.571428571428571, 7.0, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.0, 8.285714285714286, 8.571428571428571, 9.0, 10.0, 10.142857142857142, 10.285714285714286, 10.714285714285714, 11.285714285714286, 11.857142857142858, 12.0, 12.142857142857142, 12.428571428571429, 13.0, 13.142857142857142, 13.285714285714286, 14.0, 14.857142857142858, 15.0, 15.142857142857142, 15.714285714285714, 16.0, 16.714285714285715, 17.0, 17.285714285714285, 18.0, 18.285714285714285, 19.0, 19.285714285714285, 21.142857142857142, 22.0, 23.0, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 2.5714285714285716, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 1.8571428571428572, 0.8571428571428571, 1.0, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews in the \"Books\" category, with a consistent pattern of submissions over time. The reviews are clustered closely together, especially in the earlier weeks, with a notable frequency of submissions in the first 18 weeks. As time progresses, the intervals between reviews become slightly more varied, but the user continues to submit reviews regularly. There are no shifts in category, indicating a sustained interest in books throughout the entire period." }, { "dim_process": 18, "seq_idx": 1046, "seq_len": 77, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.0, 4.142857142857143, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.428571428571429, 7.0, 7.285714285714286, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.714285714285714, 10.0, 10.142857142857142, 10.428571428571429, 10.428571428571429, 10.428571428571429, 11.428571428571429, 11.714285714285714, 12.428571428571429, 13.0, 13.285714285714286, 13.571428571428571, 13.714285714285714, 14.285714285714286, 14.428571428571429, 14.714285714285714, 14.857142857142858, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 15.571428571428571, 15.571428571428571, 16.142857142857142, 16.285714285714285, 16.571428571428573, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.857142857142858, 18.0, 18.285714285714285, 18.571428571428573, 19.142857142857142, 19.571428571428573, 20.571428571428573, 21.428571428571427, 22.285714285714285, 22.428571428571427, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 1.0, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.0, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 3.142857142857143 ], "type_event": [ 10, 1, 15, 14, 10, 17, 7, 9, 10, 10, 10, 10, 10, 10, 10, 15, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 1, 10, 10, 10, 10, 10, 10, 10, 10, 10, 14, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 15, 16, 10, 10 ], "type_text": [ "Books", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Movies and TV", "Books", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, which dominates the timeline, with numerous entries clustered closely together, particularly in the early weeks. Other categories, such as \"Clothing Shoes and Jewelry,\" \"Tools and Home Improvement,\" and \"Movies and TV,\" appear sporadically and primarily in the initial weeks. The reviews for \"Books\" continue to be submitted consistently throughout the timeline, with some intervals of increased activity, particularly around the 1 to 3-week mark and again from the 10 to 20-week range. Additionally, there are several reviews for the \"Kindle Store\" that emerge later in the sequence, indicating a gradual diversification in review categories over time." }, { "dim_process": 18, "seq_idx": 1047, "seq_len": 42, "time_since_start": [ 0.0, 0.5714285714285714, 1.0, 1.5714285714285714, 2.0, 2.2857142857142856, 2.4285714285714284, 3.0, 3.2857142857142856, 3.4285714285714284, 4.142857142857143, 4.428571428571429, 5.285714285714286, 5.571428571428571, 6.142857142857143, 6.428571428571429, 7.0, 7.285714285714286, 7.428571428571429, 8.428571428571429, 9.0, 9.285714285714286, 10.571428571428571, 11.0, 12.571428571428571, 13.0, 13.285714285714286, 13.428571428571429, 14.0, 14.428571428571429, 15.0, 15.285714285714286, 15.428571428571429, 16.0, 16.285714285714285, 16.428571428571427, 17.0, 17.285714285714285, 17.714285714285715, 19.0, 25.142857142857142, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.0, 0.5714285714285714, 0.2857142857142857, 1.2857142857142858, 0.42857142857142855, 1.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 6.142857142857143, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of reviews focused solely on books, with no diversification into other categories. The reviews are submitted frequently in the initial weeks, with a notable clustering of events occurring in the first 17 weeks. After this period, there is a significant gap before additional reviews are submitted, indicating a lull in activity, followed by a resurgence of reviews around the 25-week mark. Overall, the sequence reflects a high concentration of reviews in the early stages, tapering off before a brief return to activity later on." }, { "dim_process": 18, "seq_idx": 1048, "seq_len": 53, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.4285714285714284, 2.857142857142857, 3.7142857142857144, 3.857142857142857, 4.0, 4.571428571428571, 4.571428571428571, 5.0, 6.285714285714286, 6.428571428571429, 6.428571428571429, 7.0, 7.714285714285714, 8.0, 8.857142857142858, 8.857142857142858, 9.142857142857142, 9.571428571428571, 10.0, 10.142857142857142, 10.428571428571429, 11.0, 11.571428571428571, 13.0, 13.142857142857142, 13.142857142857142, 13.142857142857142, 14.0, 14.428571428571429, 14.571428571428571, 14.571428571428571, 15.0, 15.428571428571429, 15.571428571428571, 15.857142857142858, 17.142857142857142, 17.857142857142858, 18.0, 18.857142857142858, 20.0, 20.857142857142858, 21.0, 24.714285714285715, 24.714285714285715, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.0, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 1.4285714285714286, 0.14285714285714285, 0.0, 0.0, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285, 3.7142857142857144, 0.0, 0.42857142857142855 ], "type_event": [ 10, 16, 10, 10, 11, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 7, 10, 10, 10, 10, 10, 10, 10, 10, 7, 4, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Electronics", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline, particularly clustered in the early weeks. The \"Kindle Store\" category appears intermittently, primarily in the initial weeks and again later in the sequence. Other categories, such as \"Home and Kitchen\" and \"Grocery and Gourmet Food,\" are reviewed less frequently and tend to appear later in the timeline. Overall, the trend indicates a strong and sustained interest in books, with occasional diversions into other categories." }, { "dim_process": 18, "seq_idx": 1049, "seq_len": 53, "time_since_start": [ 0.0, 0.7142857142857143, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.4285714285714284, 3.142857142857143, 3.5714285714285716, 4.857142857142857, 5.142857142857143, 5.285714285714286, 6.142857142857143, 6.142857142857143, 6.428571428571429, 6.714285714285714, 6.857142857142857, 6.857142857142857, 6.857142857142857, 7.0, 7.0, 7.142857142857143, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.857142857142858, 9.142857142857142, 10.714285714285714, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.428571428571429, 11.428571428571429, 11.571428571428571, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.714285714285714, 14.857142857142858, 14.857142857142858, 15.428571428571429, 15.428571428571429, 18.142857142857142, 19.857142857142858, 20.0, 20.0, 20.0, 20.857142857142858 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 0.0, 0.5714285714285714, 0.0, 2.7142857142857144, 1.7142857142857142, 0.14285714285714285, 0.0, 0.0, 0.8571428571428571 ], "type_event": [ 14, 12, 14, 4, 11, 4, 4, 14, 7, 14, 11, 4, 4, 11, 4, 4, 17, 13, 5, 4, 4, 1, 1, 2, 1, 5, 11, 14, 4, 11, 4, 9, 4, 1, 0, 14, 4, 2, 1, 11, 1, 14, 7, 0, 14, 12, 14, 14, 6, 2, 13, 5, 5 ], "type_text": [ "Movies and TV", "Sports and Outdoors", "Movies and TV", "Electronics", "Home and Kitchen", "Electronics", "Electronics", "Movies and TV", "Grocery and Gourmet Food", "Movies and TV", "Home and Kitchen", "Electronics", "Electronics", "Home and Kitchen", "Electronics", "Electronics", "Cell Phones and Accessories", "Patio Lawn and Garden", "Automotive", "Electronics", "Electronics", "Tools and Home Improvement", "Tools and Home Improvement", "Pet Supplies", "Tools and Home Improvement", "Automotive", "Home and Kitchen", "Movies and TV", "Electronics", "Home and Kitchen", "Electronics", "Office Products", "Electronics", "Tools and Home Improvement", "Other", "Movies and TV", "Electronics", "Pet Supplies", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Movies and TV", "Grocery and Gourmet Food", "Other", "Movies and TV", "Sports and Outdoors", "Movies and TV", "Movies and TV", "Industrial and Scientific", "Pet Supplies", "Patio Lawn and Garden", "Automotive", "Automotive" ], "description": "The sequence of product reviews begins with a focus on Movies and TV early on, followed by a gradual introduction of categories such as Sports and Outdoors and Electronics within the first few weeks. Electronics reviews become increasingly frequent, particularly clustered around the 1 to 7-week mark. As the sequence progresses, there is a noticeable shift towards a broader range of categories, including Home and Kitchen, Tools and Home Improvement, and Pet Supplies, with several reviews occurring simultaneously in the later weeks. The latter part of the sequence sees a resurgence in Movies and TV reviews, alongside a consistent presence of Automotive and other categories, indicating a diverse range of interests over time." }, { "dim_process": 18, "seq_idx": 1050, "seq_len": 57, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 1.8571428571428572, 2.0, 2.4285714285714284, 2.5714285714285716, 3.4285714285714284, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.142857142857143, 5.428571428571429, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.0, 8.285714285714286, 9.0, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.0, 13.0, 13.142857142857142, 13.571428571428571, 13.857142857142858, 14.0, 15.142857142857142, 15.571428571428571, 15.857142857142858, 16.0, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.428571428571427, 18.285714285714285, 19.857142857142858, 20.571428571428573, 22.0, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 1.5714285714285714, 0.7142857142857143, 1.4285714285714286, 3.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of entries categorized as \"Books,\" which are submitted consistently over time, particularly in the initial weeks. There is a notable cluster of reviews within the first 18 weeks, with a gradual increase in frequency before a slight decline. A single review for the \"Kindle Store\" appears at week 20, followed by a return to \"Books\" reviews. The trend indicates a sustained interest in books, with a brief interjection of a different category before continuing with more book reviews at a later point." }, { "dim_process": 18, "seq_idx": 1051, "seq_len": 75, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 1.0, 1.0, 1.0, 1.0, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 2.0, 2.0, 2.0, 2.0, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 3.0, 3.0, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.0, 4.0, 4.142857142857143, 5.714285714285714, 6.0, 6.285714285714286, 6.285714285714286, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.571428571428571, 7.0, 7.0, 10.857142857142858, 11.428571428571429, 12.0, 13.0, 13.285714285714286, 13.571428571428571, 13.714285714285714, 14.428571428571429, 14.714285714285714, 15.142857142857142, 15.571428571428571, 16.0, 16.285714285714285, 16.571428571428573, 16.857142857142858, 16.857142857142858, 17.857142857142858, 18.0, 18.285714285714285, 18.571428571428573, 18.714285714285715, 18.857142857142858, 19.142857142857142, 19.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 3.857142857142857, 0.5714285714285714, 0.5714285714285714, 1.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 1.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285 ], "type_event": [ 12, 13, 7, 12, 1, 12, 7, 12, 7, 4, 12, 11, 7, 7, 12, 12, 3, 7, 11, 1, 7, 6, 12, 11, 1, 6, 7, 4, 1, 1, 6, 12, 1, 1, 12, 12, 7, 12, 1, 1, 1, 7, 6, 12, 4, 6, 1, 12, 7, 1, 12, 4, 4, 4, 1, 1, 1, 13, 1, 1, 7, 13, 7, 11, 13, 1, 4, 1, 1, 13, 13, 11, 11, 6, 1 ], "type_text": [ "Sports and Outdoors", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Sports and Outdoors", "Tools and Home Improvement", "Sports and Outdoors", "Grocery and Gourmet Food", "Sports and Outdoors", "Grocery and Gourmet Food", "Electronics", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Sports and Outdoors", "Sports and Outdoors", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Home and Kitchen", "Tools and Home Improvement", "Grocery and Gourmet Food", "Industrial and Scientific", "Sports and Outdoors", "Home and Kitchen", "Tools and Home Improvement", "Industrial and Scientific", "Grocery and Gourmet Food", "Electronics", "Tools and Home Improvement", "Tools and Home Improvement", "Industrial and Scientific", "Sports and Outdoors", "Tools and Home Improvement", "Tools and Home Improvement", "Sports and Outdoors", "Sports and Outdoors", "Grocery and Gourmet Food", "Sports and Outdoors", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Grocery and Gourmet Food", "Industrial and Scientific", "Sports and Outdoors", "Electronics", "Industrial and Scientific", "Tools and Home Improvement", "Sports and Outdoors", "Grocery and Gourmet Food", "Tools and Home Improvement", "Sports and Outdoors", "Electronics", "Electronics", "Electronics", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Patio Lawn and Garden", "Tools and Home Improvement", "Tools and Home Improvement", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement", "Electronics", "Tools and Home Improvement", "Tools and Home Improvement", "Patio Lawn and Garden", "Patio Lawn and Garden", "Home and Kitchen", "Home and Kitchen", "Industrial and Scientific", "Tools and Home Improvement" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with a notable emphasis on \"Sports and Outdoors\" and \"Tools and Home Improvement\" occurring frequently throughout the timeline. Initially, reviews for \"Grocery and Gourmet Food\" appear early on and continue to be submitted at various intervals. As time progresses, there is a noticeable clustering of \"Tools and Home Improvement\" reviews, particularly in the later weeks, while \"Electronics\" reviews emerge more prominently after several weeks of activity. Additionally, \"Patio Lawn and Garden\" reviews appear intermittently, particularly in the later stages of the sequence. Overall, the trend indicates a shift towards a higher frequency of reviews in specific categories as time advances." }, { "dim_process": 18, "seq_idx": 1052, "seq_len": 56, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.1428571428571428, 1.4285714285714286, 2.0, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.7142857142857144, 4.0, 4.285714285714286, 5.0, 6.142857142857143, 6.571428571428571, 6.857142857142857, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.142857142857142, 8.428571428571429, 9.285714285714286, 9.571428571428571, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.142857142857142, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.142857142857142, 13.571428571428571, 13.714285714285714, 14.142857142857142, 14.428571428571429, 14.714285714285714, 15.142857142857142, 15.714285714285714, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.285714285714285, 17.714285714285715, 18.142857142857142, 18.857142857142858, 19.857142857142858, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 1.0, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The reviews begin with a cluster of \"Books\" submissions in the initial weeks, with a notable transition to a \"Kindle Store\" review occurring around the second week. After this brief interlude, the user returns to submitting reviews primarily for \"Books,\" maintaining this trend with occasional gaps. The reviews continue to be submitted steadily, with a slight increase in frequency observed in the later weeks, culminating in a final set of \"Books\" reviews. Overall, the pattern indicates a strong and consistent engagement with the \"Books\" category throughout the timeline." }, { "dim_process": 18, "seq_idx": 1053, "seq_len": 80, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.0, 4.0, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.0, 6.142857142857143, 6.571428571428571, 7.0, 7.142857142857143, 7.428571428571429, 8.285714285714286, 8.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 9.857142857142858, 10.142857142857142, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.571428571428571, 10.714285714285714, 10.714285714285714, 11.714285714285714, 12.142857142857142, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.714285714285714, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.142857142857142, 14.571428571428571, 15.714285714285714, 16.0, 16.142857142857142, 16.571428571428573, 16.857142857142858, 17.0, 17.285714285714285, 18.857142857142858, 19.142857142857142, 19.285714285714285, 21.571428571428573, 21.857142857142858, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 1.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.2857142857142857, 0.14285714285714285, 2.2857142857142856, 0.2857142857142857, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 16, 16, 16, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 16, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs frequently throughout the timeline, especially in the earlier weeks. The \"Kindle Store\" reviews appear less frequently but tend to cluster later in the sequence, particularly after the first few weeks. There is a noticeable pattern of alternating between the two categories, with \"Books\" generally being reviewed more often and at shorter intervals, while \"Kindle Store\" reviews tend to appear in clusters at longer intervals. Overall, the trend indicates a sustained interest in \"Books\" with intermittent engagement with the \"Kindle Store\" over time." }, { "dim_process": 18, "seq_idx": 1054, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 2.4285714285714284, 3.142857142857143, 3.4285714285714284, 3.857142857142857, 4.428571428571429, 5.428571428571429, 6.142857142857143, 7.142857142857143, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.428571428571429, 9.142857142857142, 10.0, 10.285714285714286, 11.142857142857142, 11.571428571428571, 12.0, 12.142857142857142, 12.857142857142858, 14.0, 15.0, 15.428571428571429, 16.285714285714285, 16.428571428571427, 17.142857142857142, 17.857142857142858, 18.0, 20.857142857142858, 21.0, 23.142857142857142, 24.142857142857142, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.0, 0.7142857142857143, 1.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 1.0, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 2.857142857142857, 0.14285714285714285, 2.142857142857143, 1.0, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently over a period of time, with a notable concentration in the earlier weeks. The reviews for books appear to cluster closely together, with multiple entries occurring within the same week. After a sustained period of book reviews, there are two instances of reviews for the Kindle Store, which occur later in the sequence, indicating a shift in focus. Overall, the trend shows a strong initial emphasis on books, followed by a transition to the Kindle Store at later points in the timeline." }, { "dim_process": 18, "seq_idx": 1055, "seq_len": 73, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.2857142857142856, 2.5714285714285716, 3.0, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.0, 5.571428571428571, 5.714285714285714, 6.0, 6.428571428571429, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.142857142857142, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.285714285714286, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.285714285714286, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.0, 14.428571428571429, 14.714285714285714, 15.0, 15.285714285714286, 15.428571428571429, 15.714285714285714, 16.142857142857142, 16.857142857142858, 17.0, 18.0, 18.285714285714285, 18.571428571428573, 19.0, 19.142857142857142, 19.857142857142858, 21.714285714285715, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 1.8571428571428572, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing books, with a notable concentration of reviews occurring in the early weeks. The user submits a few reviews in the Kindle Store interspersed throughout the timeline, but these are significantly less frequent compared to the reviews for books. Overall, the majority of reviews cluster around the first 20 weeks, with a gradual decline in frequency as time progresses, indicating a sustained interest in books over a prolonged period." }, { "dim_process": 18, "seq_idx": 1056, "seq_len": 61, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.0, 4.428571428571429, 5.428571428571429, 5.714285714285714, 6.142857142857143, 6.428571428571429, 7.0, 7.142857142857143, 7.428571428571429, 8.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.428571428571429, 11.857142857142858, 12.0, 12.142857142857142, 12.857142857142858, 13.0, 13.285714285714286, 13.857142857142858, 14.0, 14.857142857142858, 15.0, 15.714285714285714, 16.0, 16.142857142857142, 17.142857142857142, 17.285714285714285, 17.428571428571427, 21.0, 21.428571428571427, 23.0, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 3.5714285714285716, 0.42857142857142855, 1.5714285714285714, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews for books, which dominate the early and middle periods, with a consistent frequency observed throughout. Reviews for the Kindle Store appear sporadically, primarily clustered around the 2.43-week mark and again at the 6.43-week and 7.43-week marks, as well as at 21.0 weeks. The user shows a sustained interest in books, with a notable increase in frequency in the later weeks, particularly after the 10-week mark. Overall, the reviews reflect a strong and continuous focus on books, with intermittent reviews for the Kindle Store." }, { "dim_process": 18, "seq_idx": 1057, "seq_len": 41, "time_since_start": [ 0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 3.2857142857142856, 3.2857142857142856, 5.285714285714286, 5.285714285714286, 5.285714285714286, 5.285714285714286, 5.285714285714286, 5.285714285714286, 5.285714285714286, 5.285714285714286, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.714285714285714, 6.0, 11.428571428571429, 11.428571428571429, 11.428571428571429, 11.428571428571429, 12.142857142857142, 12.857142857142858, 12.857142857142858, 12.857142857142858, 12.857142857142858, 12.857142857142858, 12.857142857142858, 15.0, 15.0, 15.0, 18.428571428571427 ], "time_since_last_event": [ 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 1.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.2857142857142857, 5.428571428571429, 0.0, 0.0, 0.0, 0.7142857142857143, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 2.142857142857143, 0.0, 0.0, 3.4285714285714284 ], "type_event": [ 15, 8, 2, 9, 15, 7, 10, 15, 11, 8, 10, 10, 15, 10, 9, 8, 11, 7, 15, 3, 2, 8, 7, 10, 2, 7, 11, 2, 10, 7, 1, 11, 1, 8, 4, 2, 17, 11, 0, 8, 0 ], "type_text": [ "Clothing Shoes and Jewelry", "Toys and Games", "Pet Supplies", "Office Products", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Toys and Games", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Office Products", "Toys and Games", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Pet Supplies", "Toys and Games", "Grocery and Gourmet Food", "Books", "Pet Supplies", "Grocery and Gourmet Food", "Home and Kitchen", "Pet Supplies", "Books", "Grocery and Gourmet Food", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Toys and Games", "Electronics", "Pet Supplies", "Cell Phones and Accessories", "Home and Kitchen", "Other", "Toys and Games", "Other" ], "description": "The sequence of product reviews shows a pattern where the user initially reviews a diverse range of categories, including Clothing Shoes and Jewelry, Toys and Games, and Pet Supplies, primarily within the first few weeks. As time progresses, there is a notable clustering of reviews around the Books category around the 2 to 5-week mark, followed by a peak in reviews at the 5-week mark, which includes multiple categories. Later reviews, particularly after the 11-week mark, show a shift towards Home and Kitchen and Tools and Home Improvement, indicating a change in focus. Overall, the review activity appears to cluster in the earlier weeks, with a gradual diversification and then a concentration on specific categories in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 1058, "seq_len": 60, "time_since_start": [ 0.0, 1.0, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 3.0, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.571428571428571, 5.0, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.0, 7.714285714285714, 8.0, 8.285714285714286, 8.571428571428571, 9.285714285714286, 9.714285714285714, 10.0, 11.0, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 13.714285714285714, 14.428571428571429, 15.0, 15.285714285714286, 16.0, 16.142857142857142, 16.285714285714285, 16.857142857142858, 17.0, 17.857142857142858, 18.0, 19.0, 19.285714285714285, 20.0, 21.142857142857142, 22.0, 22.714285714285715, 23.428571428571427, 24.0, 25.285714285714285 ], "time_since_last_event": [ 0.0, 1.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 1.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.0, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 0.8571428571428571, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews in the \"Books\" category, with all entries falling within a continuous timeline. The reviews begin at week zero and continue at a steady pace, with a notable increase in frequency during the early weeks, particularly between weeks one and four. As time progresses, the reviews remain consistently spaced, with some clustering observed around specific weeks, particularly between weeks 11 and 13. Overall, there is a sustained engagement with the \"Books\" category throughout the entire timeline, with no diversification into other categories." }, { "dim_process": 18, "seq_idx": 1059, "seq_len": 44, "time_since_start": [ 0.0, 1.4285714285714286, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 3.0, 3.0, 3.0, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.571428571428571, 6.428571428571429, 6.428571428571429, 7.857142857142857, 7.857142857142857, 11.285714285714286, 12.142857142857142, 12.142857142857142, 12.857142857142858, 12.857142857142858, 12.857142857142858, 13.142857142857142, 13.857142857142858, 13.857142857142858, 14.857142857142858, 14.857142857142858, 14.857142857142858, 14.857142857142858, 14.857142857142858, 14.857142857142858, 15.142857142857142, 15.142857142857142, 16.428571428571427, 17.714285714285715, 17.714285714285715, 17.714285714285715, 18.142857142857142, 21.714285714285715 ], "time_since_last_event": [ 0.0, 1.4285714285714286, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 1.0, 0.14285714285714285, 0.0, 0.14285714285714285, 1.8571428571428572, 0.0, 1.4285714285714286, 0.0, 3.4285714285714284, 0.8571428571428571, 0.0, 0.7142857142857143, 0.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 1.2857142857142858, 1.2857142857142858, 0.0, 0.0, 0.42857142857142855, 3.5714285714285716 ], "type_event": [ 11, 5, 13, 11, 7, 11, 4, 4, 1, 0, 1, 6, 4, 4, 12, 1, 1, 4, 11, 1, 11, 4, 6, 1, 5, 6, 9, 15, 5, 1, 10, 6, 5, 4, 13, 1, 9, 1, 11, 5, 11, 15, 1, 8 ], "type_text": [ "Home and Kitchen", "Automotive", "Patio Lawn and Garden", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Electronics", "Electronics", "Tools and Home Improvement", "Other", "Tools and Home Improvement", "Industrial and Scientific", "Electronics", "Electronics", "Sports and Outdoors", "Tools and Home Improvement", "Tools and Home Improvement", "Electronics", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Electronics", "Industrial and Scientific", "Tools and Home Improvement", "Automotive", "Industrial and Scientific", "Office Products", "Clothing Shoes and Jewelry", "Automotive", "Tools and Home Improvement", "Books", "Industrial and Scientific", "Automotive", "Electronics", "Patio Lawn and Garden", "Tools and Home Improvement", "Office Products", "Tools and Home Improvement", "Home and Kitchen", "Automotive", "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Toys and Games" ], "description": "The sequence of product reviews shows a progression of categories over time, with a notable clustering of reviews in the Home and Kitchen, Tools and Home Improvement, and Electronics categories. Initially, reviews are more diverse, covering various categories such as Automotive and Grocery, but as time progresses, there is a clear increase in reviews related to Tools and Home Improvement. The Electronics category also sees multiple entries, particularly around the 6 to 12-week mark, while Automotive reviews appear consistently but cluster more towards the later weeks. Overall, the sequence indicates a trend of increasing focus on specific categories as time advances." }, { "dim_process": 18, "seq_idx": 1060, "seq_len": 64, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 4.142857142857143, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.714285714285714, 7.0, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 9.142857142857142, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.0, 11.285714285714286, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 14.0, 14.142857142857142, 14.428571428571429, 14.857142857142858, 15.142857142857142, 16.0, 16.142857142857142, 16.285714285714285, 17.142857142857142, 17.714285714285715, 18.142857142857142, 19.142857142857142, 21.142857142857142, 22.142857142857142, 23.142857142857142, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 1.0, 2.0, 1.0, 1.0, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of reviews focused exclusively on books, with no other categories represented. The reviews are submitted frequently in the initial weeks, particularly within the first 10 weeks, where a high concentration of reviews occurs. As time progresses, the frequency of reviews appears to taper off, with longer intervals between submissions after the 10-week mark. Overall, the trend indicates a strong initial engagement with the book category that gradually decreases over the following weeks." }, { "dim_process": 18, "seq_idx": 1061, "seq_len": 40, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.5714285714285714, 1.8571428571428572, 2.0, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.857142857142857, 6.0, 6.571428571428571, 8.714285714285714, 8.857142857142858, 9.714285714285714, 11.285714285714286, 11.857142857142858, 12.0, 12.285714285714286, 12.571428571428571, 13.0, 13.142857142857142, 13.571428571428571, 14.142857142857142, 14.714285714285714, 15.142857142857142, 15.571428571428571, 15.714285714285714, 16.285714285714285, 16.857142857142858, 17.571428571428573, 18.142857142857142, 18.714285714285715, 19.142857142857142, 21.714285714285715, 22.714285714285715, 24.714285714285715, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 2.142857142857143, 0.14285714285714285, 0.8571428571428571, 1.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 2.5714285714285716, 1.0, 2.0, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. After a few weeks, there is a brief mention of the \"Kindle Store\" before the user returns to reviewing books. The reviews predominantly cluster around the \"Books\" category throughout the timeline, with only one instance of a different category appearing early on. The frequency of reviews appears to increase over time, with a consistent pattern of submissions continuing for several weeks, particularly in the later stages of the timeline." }, { "dim_process": 18, "seq_idx": 1062, "seq_len": 43, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.2857142857142858, 2.0, 2.4285714285714284, 2.5714285714285716, 3.0, 3.2857142857142856, 4.285714285714286, 5.428571428571429, 5.714285714285714, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 7.714285714285714, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 9.0, 9.428571428571429, 10.285714285714286, 11.428571428571429, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.428571428571429, 13.857142857142858, 15.428571428571429, 15.857142857142858, 16.428571428571427, 17.0, 17.571428571428573, 18.857142857142858, 19.285714285714285, 20.0, 20.142857142857142, 20.142857142857142, 21.428571428571427, 21.714285714285715, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.0, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 1.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 1.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 1.2857142857142858, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.0, 1.2857142857142858, 0.2857142857142857, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The user primarily reviews books in the initial weeks, with a few instances of reviews for the \"Kindle Store\" interspersed throughout. Notably, there are clusters of book reviews occurring in the early weeks, followed by a mix of book and Kindle Store reviews as time progresses. The reviews for the Kindle Store appear less frequently and are often spaced apart from the book reviews, indicating a strong preference for the Books category overall." }, { "dim_process": 18, "seq_idx": 1063, "seq_len": 43, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.1428571428571428, 2.0, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.0, 6.714285714285714, 6.857142857142857, 7.0, 7.428571428571429, 7.571428571428571, 8.0, 8.857142857142858, 9.428571428571429, 10.0, 11.0, 11.428571428571429, 12.0, 13.0, 13.285714285714286, 13.857142857142858, 14.285714285714286, 16.142857142857142, 16.285714285714285, 16.571428571428573, 17.0, 17.571428571428573, 19.0, 19.428571428571427, 21.285714285714285, 21.428571428571427, 23.142857142857142, 24.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 1.0, 0.42857142857142855, 0.5714285714285714, 1.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.8571428571428572, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.4285714285714286, 0.42857142857142855, 1.8571428571428572, 0.14285714285714285, 1.7142857142857142, 0.8571428571428571 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. There is a notable occurrence of reviews clustering around the initial weeks, particularly in the first 4 weeks, followed by a sustained pattern of reviews spread out over the following weeks. The \"Kindle Store\" category appears only twice, both occurring later in the sequence, indicating a shift in focus after a prolonged period of reviewing books. Overall, the trend reflects a strong emphasis on books, with the reviews becoming less frequent as time progresses." }, { "dim_process": 18, "seq_idx": 1064, "seq_len": 47, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.5714285714285714, 2.7142857142857144, 2.7142857142857144, 3.142857142857143, 3.142857142857143, 4.857142857142857, 4.857142857142857, 5.142857142857143, 5.142857142857143, 5.857142857142857, 6.0, 6.428571428571429, 6.714285714285714, 7.0, 7.0, 7.714285714285714, 7.857142857142857, 8.0, 8.857142857142858, 8.857142857142858, 9.0, 9.571428571428571, 9.571428571428571, 10.0, 10.428571428571429, 10.571428571428571, 11.142857142857142, 11.428571428571429, 11.857142857142858, 12.857142857142858, 13.0, 13.0, 14.428571428571429, 16.714285714285715, 16.857142857142858, 16.857142857142858, 17.0, 18.428571428571427, 18.428571428571427, 20.714285714285715, 21.0, 23.857142857142858, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.0, 0.42857142857142855, 0.0, 1.7142857142857142, 0.0, 0.2857142857142857, 0.0, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 1.0, 0.14285714285714285, 0.0, 1.4285714285714286, 2.2857142857142856, 0.14285714285714285, 0.0, 0.14285714285714285, 1.4285714285714286, 0.0, 2.2857142857142856, 0.2857142857142857, 2.857142857142857, 0.5714285714285714 ], "type_event": [ 10, 4, 10, 10, 11, 10, 9, 10, 9, 10, 11, 10, 15, 11, 11, 10, 10, 10, 15, 11, 10, 10, 10, 2, 10, 10, 1, 10, 10, 10, 10, 1, 9, 10, 7, 10, 10, 10, 10, 0, 10, 10, 11, 10, 11, 10, 8 ], "type_text": [ "Books", "Electronics", "Books", "Books", "Home and Kitchen", "Books", "Office Products", "Books", "Office Products", "Books", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Office Products", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Toys and Games" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing books throughout the timeline, with a notable concentration of reviews occurring in the early weeks. Other categories such as Home and Kitchen, Office Products, and Clothing Shoes and Jewelry appear intermittently, often clustered around the same time as book reviews. Reviews for categories like Tools and Home Improvement and Grocery and Gourmet Food emerge later in the timeline, indicating a gradual diversification of review topics as time progresses. Overall, the majority of reviews are concentrated in the first half of the timeline, with books dominating the sequence." }, { "dim_process": 18, "seq_idx": 1065, "seq_len": 58, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 1.0, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.857142857142857, 3.857142857142857, 4.0, 4.142857142857143, 4.714285714285714, 4.857142857142857, 5.0, 5.285714285714286, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.285714285714286, 8.857142857142858, 9.285714285714286, 9.714285714285714, 10.285714285714286, 10.714285714285714, 11.0, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.285714285714286, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.714285714285714, 14.714285714285714, 14.857142857142858, 15.0, 15.285714285714286, 15.571428571428571, 15.714285714285714, 16.857142857142858, 17.0, 17.285714285714285, 17.428571428571427, 17.714285714285715, 19.0, 19.142857142857142, 20.571428571428573, 23.571428571428573, 24.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 1.4285714285714286, 3.0, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted in this category occurring in the initial weeks. There is a notable cluster of reviews between weeks 0 and 14, after which the frequency of reviews decreases significantly. The first reviews for the \"Kindle Store\" category appear around week 14, with a few additional reviews following in weeks 19 and 20. Overall, the pattern indicates a strong initial engagement with books, followed by a shift to the Kindle Store later in the timeline." }, { "dim_process": 18, "seq_idx": 1066, "seq_len": 40, "time_since_start": [ 0.0, 5.857142857142857, 7.571428571428571, 7.571428571428571, 7.571428571428571, 12.571428571428571, 12.571428571428571, 12.571428571428571, 12.571428571428571, 13.0, 13.0, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.0, 14.0, 14.0, 14.0, 15.0, 15.0, 15.0, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.571428571428571, 15.571428571428571, 16.714285714285715, 16.714285714285715, 16.714285714285715, 17.714285714285715, 17.714285714285715, 18.0, 18.285714285714285, 19.142857142857142, 19.142857142857142, 19.142857142857142, 22.285714285714285, 22.285714285714285, 22.571428571428573 ], "time_since_last_event": [ 0.0, 5.857142857142857, 1.7142857142857142, 0.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 1.1428571428571428, 0.0, 0.0, 1.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.0, 0.0, 3.142857142857143, 0.0, 0.2857142857142857 ], "type_event": [ 3, 3, 9, 10, 14, 10, 3, 11, 9, 3, 10, 11, 10, 8, 9, 8, 3, 10, 10, 0, 3, 9, 10, 4, 0, 9, 3, 8, 10, 0, 15, 9, 9, 14, 15, 14, 2, 8, 9, 10 ], "type_text": [ "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Office Products", "Books", "Movies and TV", "Books", "Arts Crafts and Sewing", "Home and Kitchen", "Office Products", "Arts Crafts and Sewing", "Books", "Home and Kitchen", "Books", "Toys and Games", "Office Products", "Toys and Games", "Arts Crafts and Sewing", "Books", "Books", "Other", "Arts Crafts and Sewing", "Office Products", "Books", "Electronics", "Other", "Office Products", "Arts Crafts and Sewing", "Toys and Games", "Books", "Other", "Clothing Shoes and Jewelry", "Office Products", "Office Products", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Pet Supplies", "Toys and Games", "Office Products", "Books" ], "description": "The sequence of product reviews begins with a focus on Arts Crafts and Sewing, occurring early on, followed by a gradual introduction of other categories such as Office Products and Books within the first few weeks. As time progresses, there is a noticeable clustering of reviews around the 12 to 15-week mark, with multiple categories being reviewed simultaneously, including a mix of Toys and Games, Home and Kitchen, and Electronics. Later in the timeline, there is a shift towards Clothing Shoes and Jewelry, as well as a resurgence in Office Products and Movies and TV reviews, indicating a diverse range of interests that evolve over time. Overall, the sequence shows a pattern of initial concentration in specific categories, followed by a broader distribution of reviews as time advances." }, { "dim_process": 18, "seq_idx": 1067, "seq_len": 78, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.4285714285714286, 2.0, 2.2857142857142856, 3.0, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 8.0, 8.285714285714286, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.0, 10.142857142857142, 10.428571428571429, 10.571428571428571, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.0, 13.142857142857142, 13.428571428571429, 13.857142857142858, 14.0, 14.285714285714286, 14.857142857142858, 15.0, 15.0, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.0, 16.142857142857142, 16.428571428571427, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.714285714285715, 18.0, 18.285714285714285, 18.428571428571427, 18.857142857142858, 19.0, 19.285714285714285, 21.0, 21.285714285714285, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews submitted at regular intervals over a span of several weeks. Initially, reviews are clustered closely together, particularly in the first few weeks, and this pattern continues with occasional gaps. A single review for the \"Kindle Store\" appears amidst the predominance of book reviews, but the overall trend remains heavily weighted towards books throughout the timeline. The frequency of reviews appears to maintain a steady pace, with no significant shifts in category focus over time." }, { "dim_process": 18, "seq_idx": 1068, "seq_len": 41, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.142857142857143, 4.285714285714286, 5.142857142857143, 5.571428571428571, 6.0, 6.428571428571429, 7.142857142857143, 7.571428571428571, 7.714285714285714, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.142857142857142, 10.428571428571429, 10.857142857142858, 11.571428571428571, 12.0, 12.142857142857142, 12.714285714285714, 13.0, 13.142857142857142, 13.428571428571429, 14.571428571428571, 14.857142857142858, 15.285714285714286, 16.0, 16.571428571428573, 16.714285714285715, 17.0, 17.285714285714285, 17.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285 ], "type_event": [ 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews begins with a predominance of reviews in the \"Books\" category, which are submitted consistently in the initial weeks. As time progresses, there is a gradual introduction of reviews in the \"Kindle Store\" category, occurring intermittently alongside the continued submission of \"Books\" reviews. The frequency of \"Kindle Store\" reviews increases notably in the later weeks, indicating a shift in the user's focus, although \"Books\" remains the dominant category throughout the sequence. Overall, the pattern shows a strong initial emphasis on \"Books,\" with \"Kindle Store\" reviews becoming more frequent as time advances." }, { "dim_process": 18, "seq_idx": 1069, "seq_len": 45, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.428571428571429, 4.857142857142857, 6.142857142857143, 6.285714285714286, 6.857142857142857, 7.0, 7.571428571428571, 7.857142857142857, 8.285714285714286, 8.714285714285714, 8.714285714285714, 9.142857142857142, 9.571428571428571, 10.0, 11.0, 11.428571428571429, 12.285714285714286, 12.428571428571429, 13.428571428571429, 13.714285714285714, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.714285714285714, 16.857142857142858, 17.0, 17.285714285714285, 17.714285714285715, 18.142857142857142, 18.714285714285715, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.0, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 1.0, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 7.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews for books, which are submitted consistently over a span of time, with a notable concentration in the early weeks. There is a small cluster of reviews for the Kindle Store that appears around the eighth week, but the majority of reviews remain focused on books throughout the sequence. After a period of consistent reviews, there is a significant gap before the final reviews are submitted, indicating a longer interval between the last set of reviews and the previous ones. Overall, the trend shows a strong initial engagement with books, with a brief diversification into the Kindle Store, followed by a return to reviewing books." }, { "dim_process": 18, "seq_idx": 1070, "seq_len": 61, "time_since_start": [ 0.0, 0.0, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 1.7142857142857142, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 3.5714285714285716, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.0, 5.857142857142857, 5.857142857142857, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.714285714285714, 7.857142857142857, 8.0, 8.0, 8.571428571428571, 8.571428571428571, 8.857142857142858, 9.571428571428571, 10.428571428571429, 10.571428571428571, 10.571428571428571, 10.714285714285714, 10.714285714285714, 12.285714285714286, 12.428571428571429, 12.714285714285714, 13.571428571428571, 13.857142857142858, 13.857142857142858, 14.0, 14.0, 14.714285714285714, 14.857142857142858, 14.857142857142858, 15.428571428571429, 15.428571428571429, 16.857142857142858, 16.857142857142858, 17.0, 17.0, 17.571428571428573, 17.571428571428573, 19.0, 19.714285714285715, 19.714285714285715, 21.571428571428573, 22.714285714285715, 22.714285714285715, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 1.1428571428571428, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 1.4285714285714286, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 1.4285714285714286, 0.7142857142857143, 0.0, 1.8571428571428572, 1.1428571428571428, 0.0, 0.0 ], "type_event": [ 10, 16, 10, 10, 10, 13, 10, 16, 10, 13, 10, 16, 10, 10, 10, 10, 10, 16, 10, 13, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 16, 11, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 16, 10, 10, 16, 10, 10, 16, 10, 12, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Patio Lawn and Garden", "Books", "Kindle Store", "Books", "Patio Lawn and Garden", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Patio Lawn and Garden", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Home and Kitchen", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Sports and Outdoors", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on Books and the Kindle Store, with multiple reviews in these categories occurring within the first two weeks. As time progresses, there is a notable introduction of reviews for Patio Lawn and Garden around the two-week mark, while Books continue to dominate the reviews throughout the sequence. The user also engages with the Kindle Store consistently, particularly in clusters around the 5 to 10-week range and again towards the end of the sequence, indicating a sustained interest in both Books and Kindle products. By the end of the timeline, a review for Sports and Outdoors is introduced, suggesting a diversification of interests after a prolonged focus on Books and related categories." }, { "dim_process": 18, "seq_idx": 1071, "seq_len": 49, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.0, 1.0, 1.0, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.7142857142857142, 1.7142857142857142, 2.4285714285714284, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 4.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.285714285714286, 5.285714285714286, 6.0, 6.142857142857143, 6.285714285714286, 6.285714285714286, 6.428571428571429, 11.0, 11.0, 14.857142857142858, 15.142857142857142, 16.0, 17.0, 17.0, 17.0, 17.857142857142858, 17.857142857142858, 17.857142857142858, 17.857142857142858, 18.285714285714285, 18.285714285714285, 20.0, 20.714285714285715, 20.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.7142857142857143, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.8571428571428571, 1.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 4.571428571428571, 0.0, 3.857142857142857, 0.2857142857142857, 0.8571428571428571, 1.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 1.7142857142857142, 0.7142857142857143, 0.0 ], "type_event": [ 4, 11, 10, 1, 9, 2, 12, 1, 2, 9, 6, 3, 9, 9, 15, 9, 11, 4, 1, 9, 6, 11, 9, 5, 9, 2, 17, 9, 9, 4, 9, 9, 1, 9, 1, 1, 11, 9, 12, 11, 11, 9, 5, 1, 15, 9, 11, 15, 6 ], "type_text": [ "Electronics", "Home and Kitchen", "Books", "Tools and Home Improvement", "Office Products", "Pet Supplies", "Sports and Outdoors", "Tools and Home Improvement", "Pet Supplies", "Office Products", "Industrial and Scientific", "Arts Crafts and Sewing", "Office Products", "Office Products", "Clothing Shoes and Jewelry", "Office Products", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Office Products", "Industrial and Scientific", "Home and Kitchen", "Office Products", "Automotive", "Office Products", "Pet Supplies", "Cell Phones and Accessories", "Office Products", "Office Products", "Electronics", "Office Products", "Office Products", "Tools and Home Improvement", "Office Products", "Tools and Home Improvement", "Tools and Home Improvement", "Home and Kitchen", "Office Products", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Office Products", "Automotive", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Office Products", "Home and Kitchen", "Clothing Shoes and Jewelry", "Industrial and Scientific" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with a notable concentration of reviews in the Office Products category, particularly in the initial weeks. Electronics and Home and Kitchen categories are also reviewed early on, while Tools and Home Improvement reviews appear consistently throughout the sequence. As time progresses, there is a noticeable increase in reviews for Home and Kitchen and Office Products, with a clustering of various categories around the 17-week mark. The sequence concludes with a mix of Clothing Shoes and Jewelry, Industrial and Scientific, and continued reviews in Home and Kitchen." }, { "dim_process": 18, "seq_idx": 1072, "seq_len": 59, "time_since_start": [ 0.0, 0.0, 0.0, 0.8571428571428571, 1.5714285714285714, 2.0, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 5.0, 5.571428571428571, 5.714285714285714, 5.714285714285714, 7.571428571428571, 8.428571428571429, 10.0, 10.714285714285714, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.571428571428571, 11.857142857142858, 12.428571428571429, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.714285714285714, 13.714285714285714, 13.857142857142858, 14.714285714285714, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.714285714285714, 15.857142857142858, 15.857142857142858, 15.857142857142858, 16.142857142857142, 16.428571428571427, 16.857142857142858, 16.857142857142858, 16.857142857142858, 17.142857142857142, 17.142857142857142, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.428571428571427, 19.142857142857142, 19.714285714285715, 20.857142857142858, 21.0, 21.428571428571427, 22.0, 23.0, 23.285714285714285, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.0, 1.7142857142857142, 0.5714285714285714, 0.14285714285714285, 0.0, 1.8571428571428572, 0.8571428571428571, 1.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.0, 0.2857142857142857, 0.5714285714285714 ], "type_event": [ 12, 10, 8, 11, 14, 10, 10, 10, 10, 0, 10, 10, 8, 10, 10, 4, 8, 11, 10, 10, 10, 8, 10, 8, 10, 10, 8, 8, 10, 8, 10, 6, 3, 10, 8, 10, 9, 10, 8, 8, 11, 8, 1, 10, 8, 10, 8, 10, 10, 10, 8, 8, 12, 10, 8, 8, 13, 0, 10 ], "type_text": [ "Sports and Outdoors", "Books", "Toys and Games", "Home and Kitchen", "Movies and TV", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Toys and Games", "Books", "Books", "Electronics", "Toys and Games", "Home and Kitchen", "Books", "Books", "Books", "Toys and Games", "Books", "Toys and Games", "Books", "Books", "Toys and Games", "Toys and Games", "Books", "Toys and Games", "Books", "Industrial and Scientific", "Arts Crafts and Sewing", "Books", "Toys and Games", "Books", "Office Products", "Books", "Toys and Games", "Toys and Games", "Home and Kitchen", "Toys and Games", "Tools and Home Improvement", "Books", "Toys and Games", "Books", "Toys and Games", "Books", "Books", "Books", "Toys and Games", "Toys and Games", "Sports and Outdoors", "Books", "Toys and Games", "Toys and Games", "Patio Lawn and Garden", "Other", "Books" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Sports and Outdoors, Books, and Toys and Games, all submitted in the initial week. Over time, there is a notable concentration of reviews in the Books category, particularly between weeks 2 and 18, where multiple reviews are submitted in close succession. Toys and Games also show a significant presence, particularly clustering around weeks 10 to 18. Other categories, such as Home and Kitchen and Industrial and Scientific, appear less frequently and tend to be interspersed among the more dominant categories. Overall, the trend indicates a strong preference for Books, with Toys and Games following as another prominent category throughout the timeline." }, { "dim_process": 18, "seq_idx": 1073, "seq_len": 40, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.1428571428571428, 2.0, 2.142857142857143, 2.4285714285714284, 3.7142857142857144, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.571428571428571, 7.285714285714286, 7.428571428571429, 8.0, 8.0, 8.571428571428571, 8.714285714285714, 9.571428571428571, 10.0, 10.142857142857142, 10.571428571428571, 12.0, 12.285714285714286, 12.428571428571429, 12.714285714285714, 13.0, 13.285714285714286, 13.571428571428571, 15.571428571428571, 15.714285714285714, 17.857142857142858, 18.571428571428573, 21.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.0, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 2.0, 0.14285714285714285, 2.142857142857143, 0.7142857142857143, 2.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews being submitted consistently over the first 12 weeks. The \"Kindle Store\" reviews appear sporadically, primarily clustered around weeks 4 and 5, with a notable gap before another review at week 21. The frequency of \"Books\" reviews tends to increase in the earlier weeks, while \"Kindle Store\" reviews are less frequent and tend to occur later in the sequence. Overall, the pattern indicates a strong initial engagement with books, followed by intermittent engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 1074, "seq_len": 45, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 1.0, 1.2857142857142858, 4.142857142857143, 4.285714285714286, 4.857142857142857, 4.857142857142857, 6.428571428571429, 6.571428571428571, 6.571428571428571, 6.857142857142857, 7.571428571428571, 7.714285714285714, 8.714285714285714, 9.428571428571429, 10.0, 10.428571428571429, 10.428571428571429, 11.0, 12.428571428571429, 13.571428571428571, 13.714285714285714, 13.714285714285714, 13.857142857142858, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.714285714285714, 17.857142857142858, 18.142857142857142, 18.142857142857142, 18.428571428571427, 18.428571428571427, 18.714285714285715, 18.857142857142858, 20.285714285714285, 21.571428571428573, 22.428571428571427, 24.0, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 2.857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 1.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.0, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.0, 0.5714285714285714, 1.4285714285714286, 1.1428571428571428, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 3.142857142857143, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 1.2857142857142858, 0.8571428571428571, 1.5714285714285714, 1.2857142857142858 ], "type_event": [ 1, 11, 3, 15, 4, 2, 2, 0, 11, 11, 0, 0, 3, 2, 5, 11, 6, 1, 15, 0, 11, 2, 15, 7, 1, 15, 15, 2, 13, 1, 2, 2, 2, 1, 15, 6, 2, 1, 1, 1, 15, 15, 11, 1, 15 ], "type_text": [ "Tools and Home Improvement", "Home and Kitchen", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Electronics", "Pet Supplies", "Pet Supplies", "Other", "Home and Kitchen", "Home and Kitchen", "Other", "Other", "Arts Crafts and Sewing", "Pet Supplies", "Automotive", "Home and Kitchen", "Industrial and Scientific", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Pet Supplies", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Pet Supplies", "Patio Lawn and Garden", "Tools and Home Improvement", "Pet Supplies", "Pet Supplies", "Pet Supplies", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Pet Supplies", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a diverse range of categories, all submitted within the first week. Over the following weeks, there is a noticeable clustering of reviews in the \"Home and Kitchen\" and \"Pet Supplies\" categories, particularly around the fourth week. As time progresses, reviews for \"Clothing Shoes and Jewelry\" and \"Tools and Home Improvement\" become more frequent, with multiple entries appearing in the later weeks. The pattern indicates a gradual shift towards specific categories, particularly \"Tools and Home Improvement\" and \"Clothing Shoes and Jewelry,\" which dominate the reviews in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 1075, "seq_len": 44, "time_since_start": [ 0.0, 0.14285714285714285, 1.4285714285714286, 2.142857142857143, 3.0, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.285714285714286, 5.0, 5.285714285714286, 5.571428571428571, 6.0, 6.428571428571429, 6.571428571428571, 7.714285714285714, 8.142857142857142, 8.428571428571429, 8.714285714285714, 10.0, 10.428571428571429, 11.142857142857142, 12.0, 13.142857142857142, 13.428571428571429, 14.142857142857142, 14.857142857142858, 15.142857142857142, 15.857142857142858, 16.0, 16.142857142857142, 16.142857142857142, 16.285714285714285, 16.714285714285715, 17.0, 17.285714285714285, 17.428571428571427, 19.142857142857142, 20.142857142857142, 20.285714285714285, 21.0, 21.714285714285715, 22.0, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142, 1.0, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 1.1428571428571428 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 17, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Cell Phones and Accessories", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a review in the Kindle Store, followed closely by a series of reviews predominantly in the Books category, which are clustered heavily in the early weeks. Over time, the frequency of book reviews continues, with a notable concentration occurring between weeks 3 and 22. There is a brief interlude with a review in the Cell Phones and Accessories category around week 14, but the majority of reviews return to Books thereafter. The pattern shows a consistent engagement with Books, with Kindle Store reviews appearing intermittently throughout the timeline." }, { "dim_process": 18, "seq_idx": 1076, "seq_len": 45, "time_since_start": [ 0.0, 1.7142857142857142, 2.4285714285714284, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.428571428571429, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.285714285714286, 11.714285714285714, 12.142857142857142, 12.285714285714286, 12.428571428571429, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.285714285714285, 17.0, 18.857142857142858, 20.142857142857142, 20.714285714285715, 21.571428571428573, 22.0 ], "time_since_last_event": [ 0.0, 1.7142857142857142, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 2.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 3.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.8571428571428572, 1.2857142857142858, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews predominantly features entries in the \"Books\" category, with a consistent pattern of reviews submitted over an extended period. The reviews begin at week 0 and continue to cluster primarily within the first 18 weeks, with a notable concentration of entries occurring between weeks 3 and 12. After week 18, there is a shift to reviews in the \"Kindle Store\" category, which occur later in the timeline at weeks 21 and 22, indicating a transition in the user's review activity. Overall, the majority of reviews are focused on books, with a gradual tapering off before the introduction of Kindle Store reviews." }, { "dim_process": 18, "seq_idx": 1077, "seq_len": 40, "time_since_start": [ 0.0, 1.1428571428571428, 2.0, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.7142857142857144, 4.714285714285714, 5.285714285714286, 5.285714285714286, 6.142857142857143, 6.142857142857143, 7.285714285714286, 7.285714285714286, 8.0, 9.142857142857142, 9.714285714285714, 9.714285714285714, 10.142857142857142, 10.714285714285714, 12.0, 12.0, 12.0, 12.714285714285714, 12.714285714285714, 13.285714285714286, 13.285714285714286, 13.285714285714286, 15.714285714285714, 16.714285714285715, 16.714285714285715, 16.714285714285715, 17.142857142857142, 18.142857142857142, 18.714285714285715, 21.714285714285715, 23.142857142857142, 23.142857142857142, 24.428571428571427, 24.571428571428573 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 1.0, 0.5714285714285714, 0.0, 0.8571428571428571, 0.0, 1.1428571428571428, 0.0, 0.7142857142857143, 1.1428571428571428, 0.5714285714285714, 0.0, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 0.0, 0.0, 0.7142857142857143, 0.0, 0.5714285714285714, 0.0, 0.0, 2.4285714285714284, 1.0, 0.0, 0.0, 0.42857142857142855, 1.0, 0.5714285714285714, 3.0, 1.4285714285714286, 0.0, 1.2857142857142858, 0.14285714285714285 ], "type_event": [ 7, 11, 10, 0, 10, 1, 9, 10, 10, 9, 0, 15, 8, 12, 2, 10, 10, 11, 3, 15, 2, 7, 12, 9, 12, 0, 17, 7, 4, 12, 3, 17, 0, 13, 15, 0, 1, 4, 11, 10 ], "type_text": [ "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Other", "Books", "Tools and Home Improvement", "Office Products", "Books", "Books", "Office Products", "Other", "Clothing Shoes and Jewelry", "Toys and Games", "Sports and Outdoors", "Pet Supplies", "Books", "Books", "Home and Kitchen", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Pet Supplies", "Grocery and Gourmet Food", "Sports and Outdoors", "Office Products", "Sports and Outdoors", "Other", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Electronics", "Sports and Outdoors", "Arts Crafts and Sewing", "Cell Phones and Accessories", "Other", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Other", "Tools and Home Improvement", "Electronics", "Home and Kitchen", "Books" ], "description": "The sequence of product reviews shows a progression over time, with a notable focus on specific categories at different intervals. Initially, reviews are concentrated in the Grocery and Gourmet Food, Home and Kitchen, and Books categories within the first few weeks. As time progresses, there is a diversification into categories such as Office Products, Clothing Shoes and Jewelry, and Toys and Games, with a noticeable clustering of reviews around the Books category around the 2 to 6-week mark. Later in the timeline, categories like Sports and Outdoors and Electronics emerge prominently, particularly after the 12-week mark, indicating a shift in the user's review focus. The sequence also exhibits recurring reviews in the Other category throughout the timeline, suggesting consistent engagement with a variety of products." }, { "dim_process": 18, "seq_idx": 1078, "seq_len": 40, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 1.7142857142857142, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.2857142857142856, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 5.0, 5.142857142857143, 6.142857142857143, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.0, 8.428571428571429, 8.571428571428571, 9.0, 9.285714285714286, 9.714285714285714, 10.428571428571429, 11.571428571428571, 11.857142857142858, 13.142857142857142, 13.857142857142858, 14.428571428571429, 14.714285714285714, 15.857142857142858, 16.285714285714285, 16.714285714285715, 19.285714285714285, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 0.2857142857142857, 1.2857142857142858, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 2.5714285714285716, 6.285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted in this category occurring in the initial weeks. The reviews for \"Books\" are densely clustered in the first 16 weeks, with a notable concentration in the first 10 weeks. After this period, reviews for the \"Kindle Store\" begin to appear, with the first instance occurring around week 11, followed by additional reviews at weeks 13 and 19. The last review for the \"Kindle Store\" is submitted at week 25, indicating a shift in review focus over time." }, { "dim_process": 18, "seq_idx": 1079, "seq_len": 65, "time_since_start": [ 0.0, 0.7142857142857143, 1.4285714285714286, 1.5714285714285714, 2.4285714285714284, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.0, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.428571428571429, 7.0, 7.285714285714286, 7.571428571428571, 7.857142857142857, 7.857142857142857, 8.0, 8.142857142857142, 8.571428571428571, 8.857142857142858, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.428571428571429, 10.571428571428571, 11.285714285714286, 11.571428571428571, 11.714285714285714, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.285714285714286, 14.428571428571429, 14.714285714285714, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.285714285714285, 16.714285714285715, 17.142857142857142, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.0, 18.428571428571427, 18.714285714285715, 19.142857142857142, 19.285714285714285, 20.571428571428573, 20.857142857142858, 21.571428571428573, 21.857142857142858, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on the \"Books\" category, with a notable introduction of a \"Kindle Store\" review occurring around the seventh week. The reviews are clustered heavily in the initial weeks, with a gradual tapering off as time progresses. The majority of reviews are submitted within the first 20 weeks, indicating a concentrated period of activity, followed by a noticeable decline in frequency as the timeline extends." }, { "dim_process": 18, "seq_idx": 1080, "seq_len": 41, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 1.1428571428571428, 1.5714285714285714, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.7142857142857144, 4.285714285714286, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.0, 10.0, 10.428571428571429, 11.142857142857142, 11.428571428571429, 12.714285714285714, 13.714285714285714, 14.142857142857142, 14.571428571428571, 15.285714285714286, 16.0, 16.285714285714285, 16.714285714285715, 17.428571428571427, 18.142857142857142, 18.428571428571427, 20.285714285714285, 23.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.0, 0.42857142857142855, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 1.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 1.0, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 1.2857142857142858, 1.0, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 1.8571428571428572, 3.0, 2.0 ], "type_event": [ 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a few instances of reviews for the \"Kindle Store.\" Reviews for \"Books\" dominate the early part of the timeline, particularly within the first few weeks, while \"Kindle Store\" reviews appear sporadically, often clustered around the same time as \"Books\" reviews. As time progresses, the frequency of \"Books\" reviews remains high, with notable clusters occurring approximately every few weeks, while \"Kindle Store\" reviews tend to appear less frequently and mostly in conjunction with \"Books\" reviews. Overall, the trend indicates a strong preference for reviewing \"Books\" throughout the entire timeline, with \"Kindle Store\" reviews serving as occasional additions." }, { "dim_process": 18, "seq_idx": 1081, "seq_len": 47, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 3.142857142857143, 3.2857142857142856, 4.142857142857143, 4.285714285714286, 4.714285714285714, 5.0, 5.142857142857143, 5.857142857142857, 6.0, 6.285714285714286, 6.857142857142857, 7.857142857142857, 8.0, 8.142857142857142, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.285714285714286, 9.714285714285714, 10.285714285714286, 10.428571428571429, 11.0, 11.142857142857142, 11.428571428571429, 11.714285714285714, 12.571428571428571, 13.0, 13.285714285714286, 14.285714285714286, 14.714285714285714, 15.142857142857142, 15.428571428571429, 16.0, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.142857142857142, 20.142857142857142, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 1.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 3.0, 3.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of the user submitting reviews exclusively in the \"Books\" category over an extended period. The reviews are submitted at regular intervals, with a notable increase in frequency during the initial weeks, particularly within the first 15 weeks. After this initial surge, the frequency of reviews appears to decrease, with longer gaps between submissions observed in the later weeks. Overall, the trend indicates a concentrated period of activity followed by a gradual decline in review submissions over time." }, { "dim_process": 18, "seq_idx": 1082, "seq_len": 56, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.8571428571428571, 3.0, 3.857142857142857, 3.857142857142857, 3.857142857142857, 4.0, 4.0, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 5.0, 5.142857142857143, 5.142857142857143, 6.0, 6.0, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.285714285714286, 9.285714285714286, 9.857142857142858, 9.857142857142858, 10.285714285714286, 11.857142857142858, 11.857142857142858, 12.0, 15.0, 15.0, 15.0, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.0, 16.142857142857142, 16.857142857142858, 17.142857142857142, 18.857142857142858, 20.857142857142858, 20.857142857142858, 21.428571428571427, 21.857142857142858, 23.571428571428573, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 2.142857142857143, 0.8571428571428571, 0.0, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.8571428571428571, 0.0, 3.142857142857143, 0.0, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.42857142857142855, 1.5714285714285714, 0.0, 0.14285714285714285, 3.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.7142857142857142, 2.0, 0.0, 0.5714285714285714, 0.42857142857142855, 1.7142857142857142, 0.0 ], "type_event": [ 2, 15, 0, 15, 5, 7, 5, 0, 7, 0, 13, 15, 0, 7, 0, 13, 15, 0, 11, 15, 4, 4, 11, 4, 0, 15, 0, 0, 7, 5, 15, 13, 4, 1, 5, 9, 13, 13, 1, 11, 11, 0, 2, 15, 0, 0, 15, 15, 9, 0, 13, 7, 15, 0, 0, 17 ], "type_text": [ "Pet Supplies", "Clothing Shoes and Jewelry", "Other", "Clothing Shoes and Jewelry", "Automotive", "Grocery and Gourmet Food", "Automotive", "Other", "Grocery and Gourmet Food", "Other", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Other", "Grocery and Gourmet Food", "Other", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Clothing Shoes and Jewelry", "Electronics", "Electronics", "Home and Kitchen", "Electronics", "Other", "Clothing Shoes and Jewelry", "Other", "Other", "Grocery and Gourmet Food", "Automotive", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Electronics", "Tools and Home Improvement", "Automotive", "Office Products", "Patio Lawn and Garden", "Patio Lawn and Garden", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Other", "Pet Supplies", "Clothing Shoes and Jewelry", "Other", "Other", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Office Products", "Other", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Other", "Other", "Cell Phones and Accessories" ], "description": "The sequence of product reviews begins with submissions in the Pet Supplies and Clothing Shoes and Jewelry categories, both occurring at the start. As time progresses, a notable cluster of reviews emerges around the three to four-week mark, particularly in the Automotive and Grocery categories. Following this, there is a consistent pattern of reviews across various categories, including Electronics and Home and Kitchen, with a significant increase in submissions around the 15-week mark. Towards the end of the sequence, reviews in the Other category become more frequent, indicating a shift in focus as time progresses, while Clothing Shoes and Jewelry remains a recurring category throughout the timeline." }, { "dim_process": 18, "seq_idx": 1083, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 2.857142857142857, 3.2857142857142856, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.428571428571429, 4.428571428571429, 5.285714285714286, 6.142857142857143, 6.428571428571429, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 7.428571428571429, 8.857142857142858, 9.714285714285714, 9.857142857142858, 10.428571428571429, 10.714285714285714, 10.714285714285714, 10.857142857142858, 11.428571428571429, 11.571428571428571, 11.857142857142858, 11.857142857142858, 12.142857142857142, 12.714285714285714, 13.285714285714286, 14.571428571428571, 16.142857142857142, 17.428571428571427, 19.142857142857142, 20.285714285714285, 20.285714285714285, 20.285714285714285, 20.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 2.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 1.2857142857142858, 1.5714285714285714, 1.2857142857142858, 1.7142857142857142, 1.1428571428571428, 0.0, 0.0, 0.0 ], "type_event": [ 10, 14, 16, 14, 14, 10, 10, 10, 16, 10, 10, 14, 10, 14, 12, 5, 6, 8, 10, 10, 10, 10, 10, 15, 15, 4, 14, 14, 16, 10, 10, 14, 14, 4, 10, 10, 10, 8, 14, 14, 12, 15, 8 ], "type_text": [ "Books", "Movies and TV", "Kindle Store", "Movies and TV", "Movies and TV", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Movies and TV", "Books", "Movies and TV", "Sports and Outdoors", "Automotive", "Industrial and Scientific", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Electronics", "Movies and TV", "Movies and TV", "Kindle Store", "Books", "Books", "Movies and TV", "Movies and TV", "Electronics", "Books", "Books", "Books", "Toys and Games", "Movies and TV", "Movies and TV", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Toys and Games" ], "description": "The sequence of product reviews shows a clear initial focus on Books, with several reviews submitted in the first few weeks. Movies and TV reviews appear frequently throughout the timeline, particularly clustered in the early and later weeks. As time progresses, there is a diversification into other categories such as Sports and Outdoors, Automotive, and Toys and Games, particularly around the six-week mark. Reviews for Clothing Shoes and Jewelry and Electronics emerge later in the timeline, indicating a gradual expansion of interests over time. Overall, Books dominate the early reviews, while Movies and TV maintain a consistent presence throughout." }, { "dim_process": 18, "seq_idx": 1084, "seq_len": 47, "time_since_start": [ 0.0, 1.0, 1.1428571428571428, 1.5714285714285714, 2.0, 2.5714285714285716, 3.0, 3.2857142857142856, 3.5714285714285716, 4.285714285714286, 4.857142857142857, 5.0, 5.714285714285714, 5.857142857142857, 7.0, 7.142857142857143, 7.571428571428571, 8.285714285714286, 8.571428571428571, 9.0, 9.142857142857142, 9.428571428571429, 10.0, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 12.428571428571429, 13.142857142857142, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.428571428571429, 15.142857142857142, 16.714285714285715, 17.857142857142858, 18.0, 18.142857142857142, 18.714285714285715, 19.714285714285715, 21.142857142857142, 21.571428571428573, 21.857142857142858, 22.428571428571427, 23.142857142857142 ], "time_since_last_event": [ 0.0, 1.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 1.4285714285714286, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 24 weeks. The reviews are predominantly clustered in the early weeks, particularly between weeks 0 and 10, where there is a high frequency of submissions. A single review for the \"Kindle Store\" appears around week 4. After week 10, the frequency of reviews continues but at a slower pace, with a few clusters of reviews occurring between weeks 18 and 23. Overall, the trend indicates a strong initial engagement with books, followed by a gradual decline in review submissions over time." }, { "dim_process": 18, "seq_idx": 1085, "seq_len": 71, "time_since_start": [ 0.0, 0.0, 0.5714285714285714, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.285714285714286, 5.142857142857143, 6.285714285714286, 6.285714285714286, 6.285714285714286, 6.428571428571429, 7.428571428571429, 7.428571428571429, 8.285714285714286, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.857142857142858, 11.0, 12.571428571428571, 12.571428571428571, 13.0, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.0, 14.0, 14.0, 14.0, 14.857142857142858, 14.857142857142858, 15.285714285714286, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.714285714285715, 16.714285714285715, 17.285714285714285, 17.428571428571427, 17.857142857142858, 18.0, 18.0, 18.0, 20.714285714285715, 21.142857142857142, 21.428571428571427, 21.428571428571427, 21.428571428571427, 22.571428571428573, 23.285714285714285, 23.857142857142858, 25.285714285714285, 25.714285714285715, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 0.0, 0.0, 0.14285714285714285, 1.0, 0.0, 0.8571428571428571, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 1.0, 0.14285714285714285, 1.5714285714285714, 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 2.7142857142857144, 0.42857142857142855, 0.2857142857142857, 0.0, 0.0, 1.1428571428571428, 0.7142857142857143, 0.5714285714285714, 1.4285714285714286, 0.42857142857142855, 0.0 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 16, 10, 16, 8, 13, 11, 11, 1, 2, 15, 10, 10, 10, 15, 10, 10, 16, 10, 10, 10, 10, 1, 10, 2, 12, 11, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 8, 7, 4, 10, 16, 9, 4, 15, 10, 16, 16, 10, 16, 9 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Toys and Games", "Patio Lawn and Garden", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Pet Supplies", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Pet Supplies", "Sports and Outdoors", "Home and Kitchen", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Toys and Games", "Grocery and Gourmet Food", "Electronics", "Books", "Kindle Store", "Office Products", "Electronics", "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Office Products" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple reviews clustered in the initial weeks and recurring throughout the timeline. The \"Kindle Store\" reviews appear frequently, particularly after initial clusters of \"Books\" reviews, indicating a pattern of alternating between these two categories. Other categories such as \"Toys and Games,\" \"Home and Kitchen,\" and \"Clothing Shoes and Jewelry\" emerge later in the timeline, suggesting a diversification of interests as time progresses. The reviews for other categories tend to cluster around specific weeks, particularly around the 6-week mark and again later, indicating periods of increased activity in those areas." }, { "dim_process": 18, "seq_idx": 1086, "seq_len": 92, "time_since_start": [ 0.0, 0.14285714285714285, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.0, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.571428571428571, 4.571428571428571, 5.428571428571429, 5.714285714285714, 6.0, 6.285714285714286, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.0, 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10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16, 10, 16, 10, 10, 16, 16, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted over time. Initial reviews are heavily concentrated in the first few weeks, primarily in the \"Books\" category, with some early mentions of the \"Kindle Store.\" As time progresses, while \"Books\" remain the primary focus, there are periodic clusters of \"Kindle Store\" reviews, particularly noticeable around the 4-week, 11-week, and 19-week marks. The frequency of \"Kindle Store\" reviews increases in the later weeks, suggesting a gradual shift in attention, but \"Books\" continue to dominate throughout the entire sequence." }, { "dim_process": 18, "seq_idx": 1087, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 3.0, 3.0, 3.142857142857143, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 4.0, 4.0, 4.285714285714286, 4.285714285714286, 4.285714285714286, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.285714285714286, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.714285714285714, 10.0, 10.0, 10.0, 12.0, 17.142857142857142, 17.142857142857142, 17.285714285714285, 17.285714285714285, 17.285714285714285, 17.571428571428573, 17.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 3.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 2.0, 0.0, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.0, 0.0, 2.0, 5.142857142857143, 0.0, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.0 ], "type_event": [ 1, 11, 7, 6, 10, 10, 7, 10, 0, 7, 12, 0, 7, 11, 7, 0, 7, 1, 0, 0, 7, 11, 0, 0, 0, 7, 0, 13, 7, 7, 4, 7, 11, 0, 7, 7, 0, 7, 13, 0, 7, 9 ], "type_text": [ "Tools and Home Improvement", "Home and Kitchen", "Grocery and Gourmet Food", "Industrial and Scientific", "Books", "Books", "Grocery and Gourmet Food", "Books", "Other", "Grocery and Gourmet Food", "Sports and Outdoors", "Other", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Other", "Grocery and Gourmet Food", "Tools and Home Improvement", "Other", "Other", "Grocery and Gourmet Food", "Home and Kitchen", "Other", "Other", "Other", "Grocery and Gourmet Food", "Other", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Electronics", "Grocery and Gourmet Food", "Home and Kitchen", "Other", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Other", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Other", "Grocery and Gourmet Food", "Office Products" ], "description": "The sequence of product reviews begins with submissions in the Tools and Home Improvement and Home and Kitchen categories, occurring simultaneously at the start. After a three-week period, there is a notable cluster of reviews primarily in the Grocery and Gourmet Food and Books categories, which continue to be a focus in the following weeks. As time progresses, reviews in Other and Grocery and Gourmet Food categories frequently appear, especially around the five-week mark. Towards the later part of the timeline, there is a resurgence in Grocery and Gourmet Food reviews, with additional entries in categories like Patio Lawn and Garden and Office Products occurring in the final weeks. Overall, Grocery and Gourmet Food reviews dominate the sequence, with a steady increase in frequency over time." }, { "dim_process": 18, "seq_idx": 1088, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.0, 2.4285714285714284, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 4.0, 4.428571428571429, 4.714285714285714, 5.142857142857143, 6.285714285714286, 6.714285714285714, 7.0, 7.285714285714286, 8.285714285714286, 9.857142857142858, 10.285714285714286, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.857142857142858, 13.571428571428571, 14.0, 14.428571428571429, 14.857142857142858, 15.142857142857142, 15.571428571428571, 15.714285714285714, 16.0, 16.285714285714285, 16.428571428571427, 16.714285714285715, 17.428571428571427, 21.428571428571427, 23.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.0, 1.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 4.0, 1.8571428571428572, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over the first 17 weeks. Early on, reviews are concentrated within the first few weeks, with a notable cluster occurring between weeks 0 and 5. The \"Kindle Store\" category appears intermittently, primarily after the first week, with three reviews submitted between weeks 7 and 21. Overall, the majority of reviews are for \"Books,\" with reviews for the \"Kindle Store\" occurring less frequently and primarily later in the sequence." }, { "dim_process": 18, "seq_idx": 1089, "seq_len": 45, "time_since_start": [ 0.0, 1.0, 1.0, 2.0, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 3.7142857142857144, 3.7142857142857144, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.714285714285714, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.714285714285714, 6.0, 6.0, 6.0, 7.714285714285714, 8.571428571428571, 8.571428571428571, 8.571428571428571, 11.142857142857142, 11.714285714285714, 12.571428571428571, 12.857142857142858, 14.571428571428571, 17.285714285714285, 17.571428571428573, 19.142857142857142, 20.428571428571427, 20.428571428571427, 20.571428571428573, 20.571428571428573, 20.571428571428573, 20.571428571428573, 21.142857142857142, 21.571428571428573, 22.142857142857142, 24.714285714285715, 24.714285714285715 ], "time_since_last_event": [ 0.0, 1.0, 0.0, 1.0, 0.7142857142857143, 0.0, 0.0, 1.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 1.7142857142857142, 0.8571428571428571, 0.0, 0.0, 2.5714285714285716, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 1.7142857142857142, 2.7142857142857144, 0.2857142857142857, 1.5714285714285714, 1.2857142857142858, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 2.5714285714285716, 0.0 ], "type_event": [ 12, 5, 13, 1, 12, 2, 11, 1, 14, 5, 6, 5, 13, 15, 13, 1, 5, 2, 5, 5, 12, 15, 5, 12, 4, 5, 5, 5, 12, 6, 4, 12, 4, 15, 12, 5, 4, 12, 5, 6, 5, 5, 4, 12, 15 ], "type_text": [ "Sports and Outdoors", "Automotive", "Patio Lawn and Garden", "Tools and Home Improvement", "Sports and Outdoors", "Pet Supplies", "Home and Kitchen", "Tools and Home Improvement", "Movies and TV", "Automotive", "Industrial and Scientific", "Automotive", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Tools and Home Improvement", "Automotive", "Pet Supplies", "Automotive", "Automotive", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Automotive", "Sports and Outdoors", "Electronics", "Automotive", "Automotive", "Automotive", "Sports and Outdoors", "Industrial and Scientific", "Electronics", "Sports and Outdoors", "Electronics", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Automotive", "Electronics", "Sports and Outdoors", "Automotive", "Industrial and Scientific", "Automotive", "Automotive", "Electronics", "Sports and Outdoors", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with certain categories appearing in clusters. Initially, reviews for Sports and Outdoors, Automotive, and Patio Lawn and Garden emerge early in the timeline. As time progresses, there is a noticeable increase in Automotive reviews, particularly clustered around the 5 to 11-week mark. Additionally, Sports and Outdoors reviews appear consistently throughout the sequence, with a notable concentration around the 20-week mark. Electronics and Clothing Shoes and Jewelry reviews also appear later in the timeline, indicating a trend of increasing variety in review categories as time goes on." }, { "dim_process": 18, "seq_idx": 1090, "seq_len": 55, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 1.1428571428571428, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.7142857142857144, 3.4285714285714284, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.285714285714286, 6.0, 6.428571428571429, 7.0, 8.0, 8.142857142857142, 8.285714285714286, 8.714285714285714, 9.142857142857142, 9.285714285714286, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.571428571428571, 11.714285714285714, 12.0, 12.571428571428571, 12.714285714285714, 13.0, 14.142857142857142, 14.857142857142858, 15.0, 15.571428571428571, 15.714285714285714, 16.142857142857142, 16.714285714285715, 16.857142857142858, 16.857142857142858, 17.428571428571427, 17.857142857142858, 18.0, 19.0, 20.857142857142858, 21.714285714285715, 22.0, 24.428571428571427, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 1.0, 1.8571428571428572, 0.8571428571428571, 0.2857142857142857, 2.4285714285714284, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over time and clustering heavily in the earlier weeks. The \"Kindle Store\" reviews appear less frequently and are primarily interspersed among the \"Books\" reviews, with notable occurrences at specific intervals. There is a gradual increase in the frequency of reviews over time, particularly in the initial weeks, with a sustained pattern of activity continuing into later weeks. Overall, the reviews exhibit a strong emphasis on \"Books\" throughout the sequence, with \"Kindle Store\" reviews serving as occasional additions." }, { "dim_process": 18, "seq_idx": 1091, "seq_len": 77, "time_since_start": [ 0.0, 0.7142857142857143, 1.0, 1.0, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 3.4285714285714284, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.0, 6.285714285714286, 6.428571428571429, 6.428571428571429, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.0, 8.142857142857142, 8.285714285714286, 8.714285714285714, 9.142857142857142, 9.285714285714286, 9.428571428571429, 10.0, 10.142857142857142, 10.428571428571429, 10.714285714285714, 11.142857142857142, 11.285714285714286, 11.857142857142858, 11.857142857142858, 12.142857142857142, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.0, 14.428571428571429, 14.714285714285714, 15.142857142857142, 15.285714285714286, 15.571428571428571, 15.571428571428571, 16.142857142857142, 16.285714285714285, 16.714285714285715, 17.142857142857142, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.142857142857142, 18.285714285714285, 18.571428571428573, 19.142857142857142, 19.714285714285715, 20.0, 20.571428571428573, 21.571428571428573, 21.857142857142858, 22.0, 22.857142857142858, 24.428571428571427, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.2857142857142857, 0.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 1.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 1.5714285714285714, 1.0 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over time, particularly in the early weeks. The \"Kindle Store\" reviews appear less frequently and are interspersed among the \"Books\" reviews, often following clusters of book reviews. Notably, the user tends to submit multiple book reviews in succession, with longer intervals between the reviews for the Kindle Store. Overall, the pattern indicates a strong preference for reviewing books, with Kindle Store reviews occurring at intervals throughout the timeline." }, { "dim_process": 18, "seq_idx": 1092, "seq_len": 55, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.0, 1.1428571428571428, 1.1428571428571428, 1.8571428571428572, 2.0, 4.571428571428571, 4.571428571428571, 4.857142857142857, 4.857142857142857, 7.857142857142857, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.428571428571429, 8.571428571428571, 8.857142857142858, 8.857142857142858, 11.142857142857142, 11.285714285714286, 12.142857142857142, 12.428571428571429, 12.714285714285714, 12.714285714285714, 12.857142857142858, 12.857142857142858, 12.857142857142858, 13.0, 13.0, 13.0, 13.0, 13.285714285714286, 14.0, 14.142857142857142, 14.285714285714286, 14.285714285714286, 14.857142857142858, 14.857142857142858, 15.0, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.428571428571429, 15.714285714285714, 18.285714285714285, 21.714285714285715, 22.285714285714285, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 2.5714285714285716, 0.0, 0.2857142857142857, 0.0, 3.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 2.2857142857142856, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 2.5714285714285716, 3.4285714285714284, 0.5714285714285714, 0.8571428571428571 ], "type_event": [ 10, 10, 0, 11, 9, 10, 16, 10, 10, 10, 11, 2, 4, 10, 15, 10, 10, 2, 7, 10, 4, 11, 10, 10, 3, 10, 10, 7, 11, 7, 10, 6, 8, 10, 5, 10, 10, 10, 10, 11, 13, 10, 10, 10, 11, 15, 11, 3, 15, 10, 10, 10, 10, 10, 3 ], "type_text": [ "Books", "Books", "Other", "Home and Kitchen", "Office Products", "Books", "Kindle Store", "Books", "Books", "Books", "Home and Kitchen", "Pet Supplies", "Electronics", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Pet Supplies", "Grocery and Gourmet Food", "Books", "Electronics", "Home and Kitchen", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Industrial and Scientific", "Toys and Games", "Books", "Automotive", "Books", "Books", "Books", "Books", "Home and Kitchen", "Patio Lawn and Garden", "Books", "Books", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category in the initial weeks, with several reviews clustered closely together. As time progresses, there is a gradual introduction of various other categories, including \"Home and Kitchen,\" \"Electronics,\" and \"Pet Supplies,\" particularly around the 4 to 8-week mark. The frequency of \"Books\" reviews remains high throughout the sequence, with notable clusters occurring at multiple intervals, especially around the 12 to 15-week period. Towards the later weeks, there is a resurgence of \"Books\" reviews, indicating a sustained interest in this category, while other categories appear more sporadically." }, { "dim_process": 18, "seq_idx": 1093, "seq_len": 50, "time_since_start": [ 0.0, 0.2857142857142857, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 3.142857142857143, 4.714285714285714, 5.0, 5.857142857142857, 6.571428571428571, 7.0, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.714285714285714, 9.428571428571429, 9.857142857142858, 10.285714285714286, 10.714285714285714, 11.857142857142858, 12.142857142857142, 12.428571428571429, 12.571428571428571, 13.0, 13.0, 13.142857142857142, 13.571428571428571, 13.857142857142858, 14.0, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.142857142857142, 15.428571428571429, 16.142857142857142, 16.428571428571427, 17.142857142857142, 17.571428571428573, 17.857142857142858, 18.142857142857142, 18.142857142857142, 18.285714285714285, 22.714285714285715, 23.142857142857142, 23.857142857142858, 24.0, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 1.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 4.428571428571429, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with entries in the Books category and includes a few early reviews in the Kindle Store. Over time, there is a noticeable clustering of reviews in the Books category, particularly between weeks 1 and 18, with a significant concentration of reviews submitted during this period. The Kindle Store reviews appear intermittently, primarily clustered around the beginning and later stages of the sequence, but they are less frequent compared to the Books reviews. Overall, the majority of reviews are focused on Books, with Kindle Store entries serving as occasional interludes." }, { "dim_process": 18, "seq_idx": 1094, "seq_len": 70, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.0, 1.0, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.5714285714285716, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 5.285714285714286, 5.714285714285714, 7.0, 7.142857142857143, 7.571428571428571, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.285714285714286, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.714285714285714, 8.857142857142858, 10.0, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.571428571428571, 11.571428571428571, 11.571428571428571, 11.857142857142858, 12.0, 12.428571428571429, 12.428571428571429, 13.285714285714286, 13.428571428571429, 13.428571428571429, 13.714285714285714, 14.714285714285714, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.428571428571427, 17.0, 17.285714285714285, 18.285714285714285, 18.571428571428573, 18.714285714285715, 19.285714285714285, 19.857142857142858, 19.857142857142858, 19.857142857142858, 20.0, 21.142857142857142, 21.571428571428573, 22.142857142857142, 22.857142857142858, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.2857142857142857, 1.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.0, 0.0, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.8571428571428572 ], "type_event": [ 11, 0, 10, 10, 10, 10, 7, 10, 10, 10, 10, 10, 10, 7, 10, 11, 15, 10, 10, 10, 11, 10, 10, 10, 10, 10, 1, 10, 1, 11, 10, 10, 10, 10, 10, 10, 9, 13, 11, 10, 10, 10, 10, 11, 10, 10, 7, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 1, 10, 0, 7, 6, 10, 10, 0, 10, 10 ], "type_text": [ "Home and Kitchen", "Other", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Tools and Home Improvement", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Patio Lawn and Garden", "Home and Kitchen", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Other", "Grocery and Gourmet Food", "Industrial and Scientific", "Books", "Books", "Other", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews clustered in the early weeks and continuing at a steady pace throughout the timeline. Other categories such as \"Home and Kitchen,\" \"Grocery and Gourmet Food,\" and \"Tools and Home Improvement\" appear sporadically, often in clusters during specific weeks. The user also reviews \"Office Products\" and \"Patio Lawn and Garden,\" but these categories are less frequent and primarily appear later in the sequence. Overall, the trend indicates a strong initial interest in books, with a gradual introduction of other categories over time." }, { "dim_process": 18, "seq_idx": 1095, "seq_len": 50, "time_since_start": [ 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 2.0, 2.0, 2.0, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.857142857142857, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 3.5714285714285716, 4.571428571428571, 4.714285714285714, 4.714285714285714, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.857142857142857, 8.428571428571429, 8.428571428571429, 9.142857142857142, 9.285714285714286, 11.0, 11.0, 12.285714285714286, 12.571428571428571, 13.428571428571429, 14.285714285714286, 18.714285714285715, 19.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 1.0, 0.14285714285714285, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.0, 0.7142857142857143, 1.5714285714285714, 0.0, 0.7142857142857143, 0.14285714285714285, 1.7142857142857142, 0.0, 1.2857142857142858, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 4.428571428571429, 1.0 ], "type_event": [ 16, 15, 11, 15, 0, 3, 11, 3, 16, 15, 1, 15, 11, 12, 15, 16, 10, 10, 2, 10, 15, 2, 15, 2, 15, 2, 16, 1, 11, 2, 0, 15, 15, 12, 0, 0, 9, 15, 15, 2, 15, 15, 2, 15, 15, 15, 15, 15, 15, 15 ], "type_text": [ "Kindle Store", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Arts Crafts and Sewing", "Home and Kitchen", "Arts Crafts and Sewing", "Kindle Store", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Home and Kitchen", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Kindle Store", "Books", "Books", "Pet Supplies", "Books", "Clothing Shoes and Jewelry", "Pet Supplies", "Clothing Shoes and Jewelry", "Pet Supplies", "Clothing Shoes and Jewelry", "Pet Supplies", "Kindle Store", "Tools and Home Improvement", "Home and Kitchen", "Pet Supplies", "Other", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Other", "Other", "Office Products", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Pet Supplies", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Pet Supplies", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily in the \"Clothing Shoes and Jewelry\" category, which appears frequently throughout the timeline. Initial reviews are more diverse, covering categories such as \"Home and Kitchen,\" \"Other,\" and \"Arts Crafts and Sewing,\" but by the second week, there is a noticeable increase in reviews for \"Clothing Shoes and Jewelry.\" Over time, reviews for \"Pet Supplies\" and \"Books\" also emerge, but they cluster later in the sequence, particularly around weeks 2 to 5. The frequency of reviews generally increases as time progresses, with a significant concentration of submissions occurring after the sixth week, particularly in the \"Clothing Shoes and Jewelry\" category." }, { "dim_process": 18, "seq_idx": 1096, "seq_len": 65, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.0, 5.571428571428571, 5.857142857142857, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.428571428571429, 7.571428571428571, 8.0, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.0, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 12.0, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.285714285714286, 14.714285714285714, 15.0, 15.142857142857142, 15.714285714285714, 15.857142857142858, 16.0, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.428571428571427, 17.857142857142858, 18.714285714285715, 19.0, 19.285714285714285, 20.0, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 4.285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews in the \"Books\" category, with a consistent pattern of submissions occurring over time. The reviews are submitted at relatively regular intervals, particularly in the earlier weeks, with a noticeable cluster of reviews in the first 20 weeks. As time progresses, there are fewer reviews submitted, particularly after the 20-week mark, indicating a decline in submission frequency. Overall, the trend shows a strong initial engagement with the product category that tapers off over the course of the timeline." }, { "dim_process": 18, "seq_idx": 1097, "seq_len": 63, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.0, 1.2857142857142858, 1.5714285714285714, 1.5714285714285714, 2.142857142857143, 2.857142857142857, 2.857142857142857, 2.857142857142857, 2.857142857142857, 3.5714285714285716, 4.0, 4.428571428571429, 4.571428571428571, 5.0, 5.285714285714286, 6.0, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 6.857142857142857, 7.285714285714286, 7.428571428571429, 7.857142857142857, 9.0, 9.285714285714286, 9.428571428571429, 10.0, 10.0, 10.0, 10.0, 10.285714285714286, 10.857142857142858, 11.0, 12.285714285714286, 12.571428571428571, 12.714285714285714, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.428571428571429, 15.285714285714286, 15.285714285714286, 15.857142857142858, 16.142857142857142, 16.857142857142858, 17.0, 17.428571428571427, 17.428571428571427, 17.571428571428573, 18.0, 20.0, 20.857142857142858, 21.714285714285715, 23.571428571428573, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 0.7142857142857143, 0.0, 0.0, 0.0, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.0, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 2.0, 0.8571428571428571, 0.8571428571428571, 1.8571428571428572, 2.0 ], "type_event": [ 10, 16, 10, 11, 10, 10, 11, 10, 10, 17, 10, 4, 0, 12, 8, 9, 10, 10, 10, 10, 10, 10, 11, 5, 10, 15, 10, 10, 10, 10, 10, 10, 11, 1, 2, 3, 11, 10, 10, 12, 2, 10, 10, 10, 10, 10, 4, 10, 16, 10, 15, 10, 11, 10, 10, 11, 10, 16, 11, 16, 10, 12, 2 ], "type_text": [ "Books", "Kindle Store", "Books", "Home and Kitchen", "Books", "Books", "Home and Kitchen", "Books", "Books", "Cell Phones and Accessories", "Books", "Electronics", "Other", "Sports and Outdoors", "Toys and Games", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Automotive", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Tools and Home Improvement", "Pet Supplies", "Arts Crafts and Sewing", "Home and Kitchen", "Books", "Books", "Sports and Outdoors", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Books", "Books", "Home and Kitchen", "Books", "Kindle Store", "Home and Kitchen", "Kindle Store", "Books", "Sports and Outdoors", "Pet Supplies" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which appears frequently throughout the timeline, particularly in the early weeks. \"Home and Kitchen\" reviews are also prominent, occurring both early and later in the sequence. Other categories, such as \"Electronics,\" \"Sports and Outdoors,\" and \"Pet Supplies,\" appear less frequently and tend to cluster in the mid to later weeks. The user exhibits a pattern of reviewing multiple categories within the same week, indicating a diverse range of interests, while the majority of reviews are concentrated in the first half of the timeline." }, { "dim_process": 18, "seq_idx": 1098, "seq_len": 103, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 3.857142857142857, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.571428571428571, 5.714285714285714, 6.428571428571429, 6.714285714285714, 6.857142857142857, 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0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted over time primarily in this category. The reviews for \"Kindle Store\" appear intermittently, primarily clustered around the earlier and later parts of the timeline. There is a notable concentration of reviews within the first few weeks, followed by a sustained pattern of reviews with occasional gaps, indicating a preference for reviewing books consistently over an extended period, while \"Kindle Store\" reviews are less frequent and appear at specific intervals." }, { "dim_process": 18, "seq_idx": 1099, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 1.5714285714285714, 1.8571428571428572, 2.4285714285714284, 2.5714285714285716, 3.5714285714285716, 4.428571428571429, 5.285714285714286, 6.285714285714286, 6.571428571428571, 7.0, 7.571428571428571, 7.714285714285714, 8.428571428571429, 8.714285714285714, 9.142857142857142, 9.428571428571429, 9.571428571428571, 10.142857142857142, 11.0, 11.0, 11.714285714285714, 12.142857142857142, 12.714285714285714, 13.0, 14.285714285714286, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.714285714285714, 17.285714285714285, 18.0, 18.142857142857142, 18.428571428571427, 19.0, 19.428571428571427, 19.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.0, 0.8571428571428571, 0.8571428571428571, 1.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.0, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on books, with multiple reviews submitted in close succession during the initial weeks. As time progresses, the reviews continue to predominantly feature books, with only a single review for clothing, shoes, and jewelry appearing around week 11. The frequency of book reviews remains high throughout the sequence, with clusters of reviews occurring consistently over time, particularly in the early weeks and again in the later weeks. Overall, the pattern indicates a sustained interest in books, with minimal diversification into other categories." }, { "dim_process": 18, "seq_idx": 1100, "seq_len": 48, "time_since_start": [ 0.0, 0.7142857142857143, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 4.714285714285714, 5.0, 5.142857142857143, 5.285714285714286, 6.285714285714286, 7.285714285714286, 8.285714285714286, 8.571428571428571, 9.857142857142858, 10.571428571428571, 10.571428571428571, 11.142857142857142, 12.285714285714286, 12.428571428571429, 12.428571428571429, 13.0, 13.142857142857142, 13.285714285714286, 13.571428571428571, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.0, 15.571428571428571, 15.714285714285714, 16.142857142857142, 16.857142857142858, 17.0, 17.0, 17.285714285714285, 17.428571428571427, 21.285714285714285, 21.714285714285715, 21.857142857142858, 22.285714285714285, 23.285714285714285, 23.714285714285715, 24.0, 24.0, 24.142857142857142, 24.571428571428573, 24.714285714285715, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 1.5714285714285714, 0.0, 0.14285714285714285, 2.2857142857142856, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 1.0, 1.0, 0.2857142857142857, 1.2857142857142858, 0.7142857142857143, 0.0, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 3.857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714 ], "type_event": [ 10, 10, 7, 8, 15, 12, 15, 10, 8, 12, 12, 17, 17, 10, 15, 2, 10, 10, 7, 13, 10, 10, 15, 10, 15, 8, 10, 10, 10, 10, 10, 10, 8, 0, 8, 8, 10, 7, 8, 11, 11, 11, 11, 0, 0, 11, 11, 7 ], "type_text": [ "Books", "Books", "Grocery and Gourmet Food", "Toys and Games", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Sports and Outdoors", "Sports and Outdoors", "Cell Phones and Accessories", "Cell Phones and Accessories", "Books", "Clothing Shoes and Jewelry", "Pet Supplies", "Books", "Books", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Other", "Toys and Games", "Toys and Games", "Books", "Grocery and Gourmet Food", "Toys and Games", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Other", "Other", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews begins with a focus on books, which are reviewed multiple times in the initial weeks. As time progresses, there is a diversification into other categories such as grocery, toys, clothing, and sports, with some clustering of reviews in these areas around the 2 to 6-week mark. Notably, books re-emerge prominently in the later weeks, particularly between weeks 9 and 17, while home and kitchen items begin to appear more frequently around weeks 22 to 25. Overall, the review pattern shows an initial concentration on books, a mid-sequence diversification into various categories, and a return to books before a shift towards home and kitchen products." }, { "dim_process": 18, "seq_idx": 1101, "seq_len": 55, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 1.4285714285714286, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.285714285714286, 6.0, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.571428571428571, 9.285714285714286, 9.428571428571429, 10.285714285714286, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.0, 12.714285714285714, 12.857142857142858, 13.0, 13.0, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.857142857142858, 15.0, 16.142857142857142, 16.285714285714285, 16.857142857142858, 17.428571428571427, 17.571428571428573, 18.0, 18.428571428571427, 21.0, 21.714285714285715, 24.428571428571427, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 2.7142857142857144, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 2.5714285714285716, 0.7142857142857143, 2.7142857142857144, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with the majority of reviews submitted consistently over time. Reviews begin predominantly in the \"Books\" category and continue to cluster heavily in this category for several weeks before a few reviews for the \"Kindle Store\" appear. The reviews for \"Kindle Store\" are interspersed within the ongoing pattern of \"Books\" reviews but remain relatively infrequent compared to the latter. Overall, the trend indicates a sustained engagement with books, with occasional forays into the Kindle Store, primarily occurring in the earlier weeks of the sequence." }, { "dim_process": 18, "seq_idx": 1102, "seq_len": 72, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.0, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.7142857142857144, 4.142857142857143, 4.285714285714286, 5.142857142857143, 5.857142857142857, 6.0, 6.142857142857143, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.714285714285714, 8.0, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.0, 10.714285714285714, 10.857142857142858, 11.571428571428571, 11.714285714285714, 12.0, 12.142857142857142, 13.142857142857142, 13.428571428571429, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 15.0, 15.142857142857142, 15.285714285714286, 15.714285714285714, 16.0, 16.0, 16.285714285714285, 16.428571428571427, 17.0, 17.142857142857142, 17.571428571428573, 18.0, 18.142857142857142, 18.285714285714285, 18.428571428571427, 19.0, 19.142857142857142, 19.714285714285715, 22.428571428571427, 22.428571428571427, 22.428571428571427, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 2.7142857142857144, 0.0, 0.0, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 8, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 12, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 5, 15, 1 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Automotive", "Clothing Shoes and Jewelry", "Tools and Home Improvement" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over an extended period. Initially, all reviews are for books, with a notable concentration of reviews occurring in the first 10 weeks. Around week 6, there is a single review for \"Toys and Games,\" but the trend quickly resumes with more book reviews. After week 19, there is a shift as reviews for \"Kindle Store\" are introduced, followed by reviews in other categories such as \"Automotive,\" \"Clothing Shoes and Jewelry,\" and \"Tools and Home Improvement,\" all clustered around week 22. Overall, the majority of reviews are for books, especially in the earlier weeks, with diversification into other categories occurring later in the sequence." }, { "dim_process": 18, "seq_idx": 1103, "seq_len": 54, "time_since_start": [ 0.0, 0.7142857142857143, 1.8571428571428572, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 5.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.714285714285714, 7.857142857142857, 8.0, 9.428571428571429, 9.857142857142858, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.857142857142858, 11.0, 11.857142857142858, 12.714285714285714, 12.714285714285714, 13.142857142857142, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.571428571428571, 15.857142857142858, 16.285714285714285, 16.285714285714285, 16.428571428571427, 16.428571428571427, 17.142857142857142, 17.428571428571427, 17.571428571428573, 17.714285714285715, 18.428571428571427, 19.285714285714285, 20.0, 20.428571428571427, 20.857142857142858, 20.857142857142858, 21.285714285714285, 23.857142857142858, 24.0, 24.142857142857142, 24.857142857142858, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.0, 0.42857142857142855, 2.5714285714285716, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0 ], "type_event": [ 4, 15, 0, 8, 4, 11, 11, 9, 10, 10, 10, 10, 10, 12, 10, 2, 5, 9, 10, 3, 0, 10, 12, 0, 10, 7, 10, 10, 10, 0, 10, 10, 11, 10, 0, 10, 10, 8, 11, 10, 11, 10, 10, 10, 3, 11, 12, 11, 17, 0, 11, 11, 10, 12 ], "type_text": [ "Electronics", "Clothing Shoes and Jewelry", "Other", "Toys and Games", "Electronics", "Home and Kitchen", "Home and Kitchen", "Office Products", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Pet Supplies", "Automotive", "Office Products", "Books", "Arts Crafts and Sewing", "Other", "Books", "Sports and Outdoors", "Other", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Other", "Books", "Books", "Home and Kitchen", "Books", "Other", "Books", "Books", "Toys and Games", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Books", "Books", "Arts Crafts and Sewing", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Cell Phones and Accessories", "Other", "Home and Kitchen", "Home and Kitchen", "Books", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with a focus on Electronics and Clothing Shoes and Jewelry in the initial weeks, followed by a gradual increase in reviews for Books, which dominate the middle to later stages of the timeline. Home and Kitchen products appear consistently throughout the sequence, particularly in clusters during the later weeks. Other categories such as Sports and Outdoors, and Toys and Games also emerge intermittently, with a notable concentration of reviews for Books occurring in the weeks leading up to the 20-week mark. Overall, there is a clear trend of increasing engagement with Books over time, while other categories are more sporadic." }, { "dim_process": 18, "seq_idx": 1104, "seq_len": 64, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.0, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 6.0, 6.285714285714286, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.428571428571429, 9.714285714285714, 12.857142857142858, 13.0, 13.285714285714286, 13.285714285714286, 13.571428571428571, 14.0, 14.0, 14.142857142857142, 14.857142857142858, 14.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 3.142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0 ], "type_event": [ 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16 ], "type_text": [ "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time, particularly in the early weeks. Reviews for \"Books\" are clustered closely together, especially in the initial weeks, with a few reviews for \"Electronics\" appearing later on. The user also begins to engage with the \"Kindle Store\" category around the 13-week mark, indicating a slight diversification in review categories after a prolonged focus on books. Overall, the trend reflects a strong initial emphasis on books, with later entries introducing other categories." }, { "dim_process": 18, "seq_idx": 1105, "seq_len": 110, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.2857142857142856, 3.2857142857142856, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.857142857142857, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.714285714285714, 7.0, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.0, 8.285714285714286, 8.571428571428571, 8.571428571428571, 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"Books", "Books", "Books", "Books", "Kindle Store", "Patio Lawn and Garden", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Home and Kitchen", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which occurs consistently throughout the timeline, particularly in the earlier weeks. The \"Kindle Store\" reviews appear intermittently, often clustered around specific weeks, especially after the initial surge of book reviews. There is a notable introduction of reviews in the \"Patio Lawn and Garden\" and \"Home and Kitchen\" categories, which appear later in the sequence, indicating a diversification of interests. Overall, the pattern shows a strong initial focus on books, with a gradual inclusion of other categories as time progresses." }, { "dim_process": 18, "seq_idx": 1106, "seq_len": 51, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 3.142857142857143, 3.4285714285714284, 4.857142857142857, 5.285714285714286, 6.142857142857143, 6.857142857142857, 6.857142857142857, 7.0, 7.142857142857143, 7.857142857142857, 8.0, 8.0, 8.142857142857142, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.857142857142858, 10.285714285714286, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.857142857142858, 11.857142857142858, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.857142857142858, 14.0, 15.0, 15.857142857142858, 16.857142857142858, 17.857142857142858, 18.0, 18.285714285714285, 19.0, 20.142857142857142, 20.285714285714285, 20.285714285714285, 21.0, 22.285714285714285, 22.428571428571427, 23.0, 23.857142857142858, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 1.7142857142857142, 0.2857142857142857, 1.4285714285714286, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 1.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.8571428571428571, 1.0, 1.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.0, 0.7142857142857143, 1.2857142857142858, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted throughout the timeline. The reviews for \"Kindle Store\" appear less frequently and are interspersed among the reviews for \"Books,\" primarily clustered around specific weeks. The initial reviews are predominantly for \"Books,\" with the first instance of \"Kindle Store\" occurring slightly over a month into the timeline. As time progresses, \"Books\" reviews continue to dominate, while \"Kindle Store\" reviews appear sporadically, suggesting a pattern of sustained interest in books with occasional engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 1107, "seq_len": 41, "time_since_start": [ 0.0, 0.0, 0.0, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 5.428571428571429, 6.714285714285714, 6.714285714285714, 7.142857142857143, 9.0, 9.0, 9.571428571428571, 9.857142857142858, 10.285714285714286, 11.428571428571429, 11.428571428571429, 11.428571428571429, 11.857142857142858, 12.571428571428571, 13.571428571428571, 13.571428571428571, 14.714285714285714, 17.571428571428573, 17.571428571428573, 17.571428571428573, 18.571428571428573, 23.571428571428573, 23.571428571428573, 24.571428571428573, 24.571428571428573, 25.0, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 1.5714285714285714, 0.0, 0.0, 2.142857142857143, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 1.0, 1.2857142857142858, 0.0, 0.42857142857142855, 1.8571428571428572, 0.0, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.0, 0.0, 0.42857142857142855, 0.7142857142857143, 1.0, 0.0, 1.1428571428571428, 2.857142857142857, 0.0, 0.0, 1.0, 5.0, 0.0, 1.0, 0.0, 0.42857142857142855, 0.42857142857142855 ], "type_event": [ 11, 10, 7, 11, 8, 15, 1, 8, 7, 11, 5, 0, 9, 7, 7, 1, 11, 7, 7, 1, 1, 7, 4, 15, 1, 11, 11, 10, 13, 15, 11, 12, 7, 8, 15, 11, 12, 7, 15, 7, 15 ], "type_text": [ "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Toys and Games", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Toys and Games", "Grocery and Gourmet Food", "Home and Kitchen", "Automotive", "Other", "Office Products", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Tools and Home Improvement", "Home and Kitchen", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Tools and Home Improvement", "Tools and Home Improvement", "Grocery and Gourmet Food", "Electronics", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Books", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Home and Kitchen", "Sports and Outdoors", "Grocery and Gourmet Food", "Toys and Games", "Clothing Shoes and Jewelry", "Home and Kitchen", "Sports and Outdoors", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a focus on Home and Kitchen, Books, and Grocery and Gourmet Food, all submitted within the first week. As time progresses, there is a noticeable increase in the variety of categories being reviewed, particularly around the 3 to 4-week mark, with a cluster of reviews in Tools and Home Improvement and multiple submissions in Grocery and Gourmet Food. Reviews in Clothing Shoes and Jewelry and Toys and Games appear consistently throughout the timeline, while there is a significant concentration of Grocery and Gourmet Food reviews in the later weeks, particularly around the 17 to 25-week period. Overall, the trend shows an initial diversity in categories, followed by a later emphasis on specific categories like Grocery and Gourmet Food and Clothing Shoes and Jewelry." }, { "dim_process": 18, "seq_idx": 1108, "seq_len": 49, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.2857142857142856, 3.0, 3.7142857142857144, 3.857142857142857, 5.857142857142857, 6.0, 7.285714285714286, 8.0, 10.428571428571429, 10.571428571428571, 11.142857142857142, 14.0, 14.0, 14.0, 14.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 2.0, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 2.4285714285714284, 0.14285714285714285, 0.5714285714285714, 2.857142857142857, 0.0, 0.0, 0.0 ], "type_event": [ 1, 8, 5, 4, 12, 11, 15, 2, 15, 10, 4, 2, 3, 12, 5, 14, 3, 10, 8, 15, 11, 9, 0, 0, 8, 6, 5, 4, 0, 3, 0, 13, 8, 8, 9, 15, 15, 3, 1, 8, 9, 3, 12, 11, 0, 11, 2, 8, 15 ], "type_text": [ "Tools and Home Improvement", "Toys and Games", "Automotive", "Electronics", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Pet Supplies", "Clothing Shoes and Jewelry", "Books", "Electronics", "Pet Supplies", "Arts Crafts and Sewing", "Sports and Outdoors", "Automotive", "Movies and TV", "Arts Crafts and Sewing", "Books", "Toys and Games", "Clothing Shoes and Jewelry", "Home and Kitchen", "Office Products", "Other", "Other", "Toys and Games", "Industrial and Scientific", "Automotive", "Electronics", "Other", "Arts Crafts and Sewing", "Other", "Patio Lawn and Garden", "Toys and Games", "Toys and Games", "Office Products", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Tools and Home Improvement", "Toys and Games", "Office Products", "Arts Crafts and Sewing", "Sports and Outdoors", "Home and Kitchen", "Other", "Home and Kitchen", "Pet Supplies", "Toys and Games", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first week, with a notable emphasis on Clothing Shoes and Jewelry, Electronics, and Toys and Games. As time progresses, reviews become more clustered around specific categories, particularly in the second week where multiple submissions for Toys and Games and other categories occur. By the third week, there is a noticeable increase in reviews for Office Products and a continued focus on Clothing Shoes and Jewelry. Subsequent weeks show a gradual return to certain categories like Arts Crafts and Sewing and Home and Kitchen, with some reviews appearing later in the timeline, indicating a broader spread of interests over time. Overall, the review activity displays an initial burst of varied interests, followed by a pattern of clustering in specific categories at different intervals." }, { "dim_process": 18, "seq_idx": 1109, "seq_len": 56, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.0, 1.1428571428571428, 1.7142857142857142, 2.0, 2.2857142857142856, 3.0, 3.142857142857143, 3.4285714285714284, 3.857142857142857, 4.0, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.0, 5.285714285714286, 5.714285714285714, 6.0, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.0, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.714285714285714, 10.0, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 12.0, 12.285714285714286, 13.714285714285714, 14.0, 14.285714285714286, 15.0, 15.285714285714286, 15.714285714285714, 16.0, 16.571428571428573, 17.0, 17.428571428571427, 17.714285714285715, 18.0, 19.0, 22.0, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.0, 3.0, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly clustered within the first 22 weeks. The reviews are submitted at regular intervals, particularly in the initial weeks, with a gradual increase in spacing as time progresses. A notable shift occurs around week 11, where a review for the \"Kindle Store\" is submitted, followed by another at week 22. Overall, the trend indicates a strong emphasis on books throughout the timeline, with only occasional mentions of the Kindle Store." }, { "dim_process": 18, "seq_idx": 1110, "seq_len": 52, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.4285714285714286, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 7.0, 7.0, 7.428571428571429, 8.285714285714286, 8.428571428571429, 8.428571428571429, 9.0, 9.142857142857142, 10.857142857142858, 10.857142857142858, 11.0, 11.142857142857142, 11.428571428571429, 12.0, 12.142857142857142, 12.285714285714286, 13.0, 13.142857142857142, 13.142857142857142, 13.857142857142858, 14.0, 14.142857142857142, 14.857142857142858, 16.0, 16.0, 16.142857142857142, 18.857142857142858, 20.0, 21.857142857142858, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.0, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 1.7142857142857142, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 0.0, 0.14285714285714285, 2.7142857142857144, 1.1428571428571428, 1.8571428571428572, 3.4285714285714284 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the earlier weeks. The reviews for the \"Kindle Store\" category are less frequent and tend to cluster at specific intervals, often following periods of multiple \"Books\" reviews. There is a noticeable pattern of increased activity in both categories around the 0 to 14-week mark, with a slight resurgence of \"Kindle Store\" reviews occurring after the 20-week point. Overall, the majority of reviews are concentrated in the initial weeks, with a gradual decline in frequency as time progresses." }, { "dim_process": 18, "seq_idx": 1111, "seq_len": 95, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.0, 1.4285714285714286, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.0, 3.4285714285714284, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.285714285714286, 5.857142857142857, 6.0, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.0, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 9.0, 9.142857142857142, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 13.0, 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10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable concentration of reviews occurring in the initial weeks. The reviews are predominantly clustered within the first 25 weeks, with a gradual increase in frequency observed over time, particularly in the earlier weeks. A single review in the \"Kindle Store\" category appears around the 15-week mark, but the overwhelming majority of reviews remain centered on \"Books.\" Overall, the pattern indicates a sustained engagement with book-related content throughout the observed period." }, { "dim_process": 18, "seq_idx": 1112, "seq_len": 46, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.5714285714285714, 1.5714285714285714, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.0, 5.571428571428571, 5.714285714285714, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.428571428571429, 8.285714285714286, 9.0, 9.285714285714286, 9.714285714285714, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.428571428571429, 12.142857142857142, 13.0, 13.428571428571429, 13.714285714285714, 15.285714285714286, 15.428571428571429, 16.142857142857142, 16.857142857142858, 18.142857142857142, 19.0, 19.857142857142858, 21.0, 21.857142857142858, 22.142857142857142, 22.571428571428573, 23.714285714285715, 24.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 1.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 1.2857142857142858, 0.8571428571428571, 0.8571428571428571, 1.1428571428571428, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.5714285714285714, 1.0 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, which dominates the timeline with numerous entries occurring consistently throughout the entire period. The \"Kindle Store\" category appears only twice, both at the beginning of the sequence. Reviews for \"Books\" are clustered closely together, particularly in the early weeks, with a gradual continuation of reviews over time, indicating a sustained interest in this category. Overall, the review activity is heavily weighted towards \"Books,\" with minimal variation in the types of reviews submitted." }, { "dim_process": 18, "seq_idx": 1113, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 3.857142857142857, 4.285714285714286, 5.571428571428571, 6.857142857142857, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.714285714285714, 9.142857142857142, 9.285714285714286, 9.428571428571429, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.857142857142858, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.142857142857142, 13.571428571428571, 14.142857142857142, 16.428571428571427, 16.714285714285715, 18.0, 18.285714285714285, 18.714285714285715, 19.857142857142858, 21.142857142857142, 21.571428571428573, 22.142857142857142, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 2.0, 0.42857142857142855, 0.14285714285714285, 0.0, 1.1428571428571428, 0.42857142857142855, 1.2857142857142858, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 2.2857142857142856, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 1.2857142857142858, 0.42857142857142855, 0.5714285714285714, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, which dominates the timeline with a consistent frequency of reviews submitted over the weeks. The first review appears early in the sequence, with a notable cluster of reviews occurring in the initial weeks, particularly between weeks 0 and 10. The only other category, \"Kindle Store,\" appears twice, both at later points in the sequence, indicating that reviews for this category are less frequent and occur after a significant number of book reviews. Overall, the pattern suggests a sustained interest in books throughout the timeline, with minimal variation in category focus." }, { "dim_process": 18, "seq_idx": 1114, "seq_len": 91, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.0, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.142857142857143, 5.428571428571429, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.428571428571429, 8.857142857142858, 9.0, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.142857142857142, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.142857142857142, 15.0, 15.285714285714286, 16.0, 16.285714285714285, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.857142857142858, 18.0, 18.142857142857142, 18.428571428571427, 20.0, 20.714285714285715, 21.0, 21.571428571428573, 21.714285714285715, 22.0, 22.142857142857142, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Most reviews are clustered within the first 24 weeks, with a gradual increase in frequency during this period. The \"Kindle Store\" reviews appear sporadically, primarily interspersed among the \"Books\" reviews, particularly around the 2-week, 5-week, 7-week, 10-week, and 11-week marks. Overall, the trend indicates a sustained interest in books, with occasional engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 1115, "seq_len": 59, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.0, 3.0, 3.142857142857143, 4.142857142857143, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.714285714285714, 10.857142857142858, 11.142857142857142, 11.857142857142858, 12.571428571428571, 12.714285714285714, 13.285714285714286, 14.0, 14.0, 14.0, 14.142857142857142, 14.142857142857142, 15.0, 15.857142857142858, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.571428571428573, 19.428571428571427, 19.428571428571427, 19.428571428571427, 19.428571428571427, 19.714285714285715, 19.714285714285715, 19.714285714285715, 21.285714285714285, 21.285714285714285, 21.285714285714285, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 3.142857142857143, 0.2857142857142857, 0.14285714285714285, 1.0, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.0, 0.0, 0.14285714285714285, 0.0, 0.8571428571428571, 0.8571428571428571, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 2.857142857142857, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 1.5714285714285714, 0.0, 0.0, 3.0 ], "type_event": [ 1, 15, 14, 10, 14, 1, 15, 10, 9, 7, 11, 4, 1, 14, 4, 10, 14, 14, 4, 15, 10, 14, 12, 14, 0, 14, 14, 10, 13, 14, 14, 14, 14, 14, 3, 12, 11, 15, 10, 13, 12, 14, 14, 6, 4, 15, 1, 11, 4, 15, 12, 5, 16, 10, 13, 13, 16, 0, 0 ], "type_text": [ "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Movies and TV", "Books", "Movies and TV", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Books", "Office Products", "Grocery and Gourmet Food", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Movies and TV", "Electronics", "Books", "Movies and TV", "Movies and TV", "Electronics", "Clothing Shoes and Jewelry", "Books", "Movies and TV", "Sports and Outdoors", "Movies and TV", "Other", "Movies and TV", "Movies and TV", "Books", "Patio Lawn and Garden", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Arts Crafts and Sewing", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Patio Lawn and Garden", "Sports and Outdoors", "Movies and TV", "Movies and TV", "Industrial and Scientific", "Electronics", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Electronics", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Automotive", "Kindle Store", "Books", "Patio Lawn and Garden", "Patio Lawn and Garden", "Kindle Store", "Other", "Other" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed, with a notable concentration on Movies and TV occurring frequently throughout the timeline. Initially, reviews are submitted across several categories, but as time progresses, there is a significant clustering of Movies and TV reviews, particularly between weeks 1 and 12. Other categories, such as Electronics, Clothing Shoes and Jewelry, and Sports and Outdoors, appear intermittently, with some clustering observed around weeks 16 and 19. Overall, the pattern indicates a strong preference for Movies and TV reviews, especially in the earlier and mid-parts of the timeline, while other categories are more sporadic." }, { "dim_process": 18, "seq_idx": 1116, "seq_len": 60, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.1428571428571428, 1.2857142857142858, 2.2857142857142856, 2.857142857142857, 3.0, 3.142857142857143, 3.857142857142857, 4.0, 4.428571428571429, 7.142857142857143, 7.428571428571429, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.0, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.857142857142858, 12.0, 12.142857142857142, 12.714285714285714, 13.0, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.0, 14.142857142857142, 14.428571428571429, 15.142857142857142, 15.428571428571429, 16.0, 16.142857142857142, 16.285714285714285, 16.714285714285715, 16.857142857142858, 18.0, 18.285714285714285, 18.428571428571427, 18.714285714285715, 19.0, 19.142857142857142, 19.857142857142858, 20.571428571428573, 21.571428571428573, 21.714285714285715, 21.857142857142858, 24.428571428571427, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 2.7142857142857144, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 1.0, 0.14285714285714285, 0.14285714285714285, 2.5714285714285716, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a significant number of reviews submitted in close succession over the initial weeks. The reviews primarily cluster in the first 20 weeks, with a noticeable drop in frequency after week 21. The \"Kindle Store\" reviews appear later in the sequence, specifically around weeks 9 and 25, indicating a possible shift in interest or product usage. Overall, the pattern reflects a sustained engagement with books, with a gradual tapering off of review submissions over time." }, { "dim_process": 18, "seq_idx": 1117, "seq_len": 71, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.0, 1.1428571428571428, 1.4285714285714286, 2.0, 2.0, 2.142857142857143, 2.4285714285714284, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 3.857142857142857, 4.142857142857143, 4.714285714285714, 4.857142857142857, 5.0, 5.285714285714286, 5.428571428571429, 6.285714285714286, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 9.714285714285714, 9.714285714285714, 10.0, 10.285714285714286, 10.714285714285714, 10.714285714285714, 10.857142857142858, 11.714285714285714, 12.0, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.571428571428571, 15.142857142857142, 15.285714285714286, 15.857142857142858, 16.0, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.142857142857142, 17.714285714285715, 17.857142857142858, 18.428571428571427, 18.714285714285715, 18.857142857142858, 19.0, 20.857142857142858, 21.714285714285715, 22.0, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.8571428571428571, 0.2857142857142857, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 11, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, especially in the earlier weeks. The user begins reviewing books within the first week and continues to do so frequently, with only a few instances of reviews in the \"Kindle Store\" and \"Home and Kitchen\" categories, which appear sporadically. Reviews in the \"Kindle Store\" tend to cluster around specific weeks, notably appearing after several weeks of book reviews and again towards the end of the sequence. Overall, the trend indicates a strong and sustained interest in books, with occasional diversification into other categories." }, { "dim_process": 18, "seq_idx": 1118, "seq_len": 64, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 5.0, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.0, 6.428571428571429, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.571428571428571, 10.714285714285714, 11.571428571428571, 12.0, 12.857142857142858, 13.0, 13.857142857142858, 14.0, 14.285714285714286, 14.857142857142858, 16.0, 16.142857142857142, 16.428571428571427, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.857142857142858, 18.0, 18.857142857142858, 19.285714285714285, 20.142857142857142, 20.285714285714285, 21.0, 21.285714285714285, 22.0, 23.0, 23.428571428571427, 23.714285714285715, 25.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 1.0, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 16, 16, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in close succession during the initial weeks. After a period of consistent reviews for \"Books,\" there are several entries for the \"Kindle Store,\" which appear intermittently throughout the timeline. The reviews for \"Books\" continue to dominate the sequence, with a notable cluster of entries occurring after the initial weeks and extending into later periods. Overall, the trend shows a sustained interest in \"Books\" with occasional reviews for the \"Kindle Store,\" primarily occurring at specific intervals rather than consistently." }, { "dim_process": 18, "seq_idx": 1119, "seq_len": 41, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.0, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.857142857142857, 3.4285714285714284, 4.0, 4.428571428571429, 4.714285714285714, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.571428571428571, 11.571428571428571, 11.714285714285714, 12.571428571428571, 12.857142857142858, 13.0, 13.428571428571429, 13.714285714285714, 14.0, 14.142857142857142, 14.714285714285714, 15.142857142857142, 15.285714285714286, 15.714285714285714, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.428571428571427, 17.571428571428573, 17.857142857142858, 17.857142857142858, 24.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 4.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 6.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a high frequency of reviews submitted in the initial weeks. Most reviews occur within the first 18 weeks, with a notable cluster of activity in the first 16 weeks. A single review for the \"Kindle Store\" is submitted at week 17, followed by a return to the \"Books\" category. After this point, there is a significant gap before a final review is submitted at week 24, indicating a decrease in review activity over time." }, { "dim_process": 18, "seq_idx": 1120, "seq_len": 50, "time_since_start": [ 0.0, 1.0, 2.4285714285714284, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 4.142857142857143, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.0, 11.0, 11.714285714285714, 12.428571428571429, 12.857142857142858, 13.142857142857142, 13.714285714285714, 13.857142857142858, 14.428571428571429, 14.857142857142858, 15.0, 15.0, 15.285714285714286, 15.428571428571429, 15.571428571428571, 16.0, 16.571428571428573, 17.142857142857142, 17.428571428571427, 17.714285714285715, 18.0, 18.142857142857142, 18.571428571428573, 19.285714285714285, 19.285714285714285, 19.857142857142858, 22.285714285714285, 22.428571428571427, 25.428571428571427 ], "time_since_last_event": [ 0.0, 1.0, 1.4285714285714286, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.0, 0.5714285714285714, 2.4285714285714284, 0.14285714285714285, 3.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews primarily consists of entries in the \"Books\" category, with a few instances in the \"Kindle Store.\" The reviews begin at week zero and show a consistent pattern of submissions, with a notable clustering of reviews occurring in the first 20 weeks. After week 20, the frequency of reviews decreases, with the last review submitted around week 25. The reviews in the \"Kindle Store\" appear sporadically, primarily at the 15-week and 19-week marks, indicating a slight diversification in review categories later in the sequence." }, { "dim_process": 18, "seq_idx": 1121, "seq_len": 62, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.0, 1.8571428571428572, 2.2857142857142856, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.571428571428571, 6.714285714285714, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.428571428571429, 9.714285714285714, 10.0, 10.0, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.0, 11.285714285714286, 11.428571428571429, 12.0, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.285714285714286, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.571428571428571, 15.857142857142858, 16.571428571428573, 17.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.0, 1.2857142857142858, 0.7142857142857143, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with a consistent pattern of reviews submitted over time, particularly in the early weeks. The reviews for \"Books\" cluster heavily in the initial weeks, with a gradual increase in frequency until around week 16. Notably, there are occasional entries for the \"Kindle Store,\" which appear intermittently throughout the sequence but do not disrupt the overall trend of reviewing books. The timing of \"Kindle Store\" reviews tends to occur later in the sequence, suggesting a potential shift in focus as time progresses." }, { "dim_process": 18, "seq_idx": 1122, "seq_len": 81, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.4285714285714284, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.571428571428571, 4.714285714285714, 5.428571428571429, 5.571428571428571, 6.0, 6.142857142857143, 6.714285714285714, 7.142857142857143, 7.428571428571429, 8.0, 8.285714285714286, 8.714285714285714, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.714285714285714, 11.0, 11.142857142857142, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.285714285714286, 14.571428571428571, 15.0, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.142857142857142, 16.428571428571427, 16.714285714285715, 16.714285714285715, 16.857142857142858, 17.857142857142858, 18.0, 18.285714285714285, 18.571428571428573, 18.714285714285715, 19.0, 19.142857142857142, 19.285714285714285, 19.285714285714285, 19.571428571428573, 20.571428571428573, 20.571428571428573, 21.285714285714285, 21.428571428571427, 21.857142857142858, 22.714285714285715, 23.571428571428573, 24.285714285714285, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 1.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.7142857142857143, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions occurring over time. Initially, all reviews are for books, with a steady frequency observed in the first several weeks. As the timeline progresses, there is a gradual introduction of reviews for the Kindle Store, which begins to appear alongside book reviews around week 16. The frequency of Kindle Store reviews increases in later weeks, with multiple submissions clustered around weeks 20 to 25, while book reviews continue to be submitted throughout the entire period. Overall, book reviews dominate the early timeline, while Kindle Store reviews become more prominent as time goes on." }, { "dim_process": 18, "seq_idx": 1123, "seq_len": 47, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.5714285714285714, 2.0, 2.0, 2.5714285714285716, 3.2857142857142856, 4.714285714285714, 5.285714285714286, 8.142857142857142, 8.285714285714286, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.857142857142858, 9.857142857142858, 10.857142857142858, 12.0, 12.571428571428571, 12.857142857142858, 12.857142857142858, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.0, 14.0, 14.142857142857142, 14.571428571428571, 14.857142857142858, 15.0, 15.857142857142858, 16.285714285714285, 17.0, 17.285714285714285, 17.714285714285715, 17.857142857142858, 18.0, 18.428571428571427, 18.857142857142858, 19.0, 19.285714285714285, 20.428571428571427, 21.857142857142858, 21.857142857142858, 22.142857142857142, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.0, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 0.5714285714285714, 2.857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 1.0, 1.1428571428571428, 0.5714285714285714, 0.2857142857142857, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 1.4285714285714286, 0.0, 0.2857142857142857, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of submissions occurring over time, especially in the earlier weeks. The first review appears within the first week, and reviews continue to be submitted frequently, with a notable clustering of reviews in the first 20 weeks. The \"Kindle Store\" reviews are less frequent and tend to occur intermittently, primarily appearing after several \"Books\" reviews, indicating a secondary interest that surfaces alongside the primary focus on books. Overall, the trend shows a sustained engagement with books over time, with occasional contributions to the Kindle Store category." }, { "dim_process": 18, "seq_idx": 1124, "seq_len": 45, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 1.0, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 3.2857142857142856, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.285714285714286, 8.857142857142858, 9.285714285714286, 9.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.428571428571429, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.714285714285714, 13.0, 14.0, 14.428571428571429, 15.0, 15.285714285714286, 16.571428571428573, 16.714285714285715, 17.0, 17.285714285714285, 19.0, 20.285714285714285, 22.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 2.857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 1.2857142857142858, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession over the initial weeks. After a few weeks, there is a notable introduction of the \"Kindle Store\" category, which appears intermittently alongside continued reviews of \"Books.\" The reviews for \"Books\" dominate the timeline, with clusters of activity occurring primarily in the earlier weeks, while \"Kindle Store\" reviews appear less frequently and tend to occur later in the sequence. Overall, the pattern shows a sustained interest in \"Books\" throughout the entire period, with \"Kindle Store\" reviews emerging as a secondary focus at specific intervals." }, { "dim_process": 18, "seq_idx": 1125, "seq_len": 41, "time_since_start": [ 0.0, 1.5714285714285714, 1.7142857142857142, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.714285714285714, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 11.142857142857142, 11.285714285714286, 12.142857142857142, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.571428571428571, 14.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 17.142857142857142, 17.285714285714285, 17.428571428571427, 18.0, 18.428571428571427, 21.142857142857142, 22.0, 22.142857142857142, 23.0, 23.571428571428573, 23.714285714285715, 25.142857142857142 ], "time_since_last_event": [ 0.0, 1.5714285714285714, 0.14285714285714285, 5.714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 2.7142857142857144, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 1.4285714285714286 ], "type_event": [ 16, 16, 10, 16, 16, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 16, 16, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 16, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with an initial focus on the Kindle Store, with several reviews submitted in the first few weeks. Over time, there is a noticeable increase in reviews for Books, particularly between weeks 8 and 14, where they cluster significantly. The frequency of Kindle Store reviews also remains consistent, with several reviews occurring later in the timeline, particularly from weeks 17 to 25. Overall, while both categories are reviewed throughout the sequence, Books tend to have a higher concentration of reviews in the middle period, while Kindle Store reviews are more evenly distributed across the timeline." }, { "dim_process": 18, "seq_idx": 1126, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 2.0, 4.142857142857143, 5.0, 5.142857142857143, 5.857142857142857, 6.0, 6.285714285714286, 8.0, 8.142857142857142, 8.428571428571429, 9.0, 9.428571428571429, 10.0, 10.285714285714286, 10.428571428571429, 10.857142857142858, 10.857142857142858, 11.0, 12.285714285714286, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 15.142857142857142, 15.285714285714286, 15.857142857142858, 16.0, 16.142857142857142, 17.142857142857142, 17.285714285714285, 18.0, 18.142857142857142, 18.285714285714285, 18.857142857142858, 20.428571428571427, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 2.142857142857143, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.5714285714285714, 3.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 8, 10, 10, 10, 10, 10, 8, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 8, 10, 10, 10, 10, 8, 11 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Toys and Games", "Home and Kitchen" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which is consistently reviewed throughout the timeline, especially in the early weeks. The reviews for \"Toys and Games\" appear sporadically, primarily clustered around the 8-week mark and then again at the 17-week and 20-week points. The \"Home and Kitchen\" category is introduced later in the timeline, at the 24-week mark, indicating a shift in the user's review focus after a sustained period of reviewing books. Overall, the trend shows a strong initial emphasis on books, with occasional diversions into other categories." }, { "dim_process": 18, "seq_idx": 1127, "seq_len": 46, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 2.5714285714285716, 2.7142857142857144, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.714285714285714, 5.428571428571429, 5.857142857142857, 5.857142857142857, 8.714285714285714, 10.428571428571429, 11.714285714285714, 12.714285714285714, 12.714285714285714, 12.714285714285714, 12.714285714285714, 12.714285714285714, 14.142857142857142, 14.428571428571429, 15.0, 15.142857142857142, 16.571428571428573, 16.571428571428573, 17.142857142857142, 17.857142857142858, 17.857142857142858, 18.0, 18.142857142857142, 18.571428571428573, 18.857142857142858, 20.571428571428573, 21.142857142857142, 21.428571428571427, 22.142857142857142, 24.285714285714285, 24.571428571428573, 25.285714285714285, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 1.2857142857142858, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.0, 2.857142857142857, 1.7142857142857142, 1.2857142857142858, 1.0, 0.0, 0.0, 0.0, 0.0, 1.4285714285714286, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.4285714285714286, 0.0, 0.5714285714285714, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.7142857142857142, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 2.142857142857143, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285 ], "type_event": [ 12, 11, 4, 0, 5, 11, 10, 11, 1, 10, 11, 7, 11, 10, 10, 7, 10, 10, 10, 10, 7, 4, 11, 2, 10, 10, 15, 10, 10, 1, 7, 10, 10, 11, 7, 11, 10, 10, 10, 11, 7, 11, 11, 10, 11, 0 ], "type_text": [ "Sports and Outdoors", "Home and Kitchen", "Electronics", "Other", "Automotive", "Home and Kitchen", "Books", "Home and Kitchen", "Tools and Home Improvement", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Electronics", "Home and Kitchen", "Pet Supplies", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Tools and Home Improvement", "Grocery and Gourmet Food", "Books", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Books", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Home and Kitchen", "Books", "Home and Kitchen", "Other" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Sports and Outdoors, Home and Kitchen, and Electronics, clustered within the first few weeks. As time progresses, there is a noticeable increase in reviews for Books, particularly around the 5 to 12-week mark, indicating a concentration of interest in this category. Home and Kitchen reviews also appear consistently throughout the timeline, often overlapping with other categories like Grocery and Gourmet Food. In the latter part of the sequence, there is a resurgence of Home and Kitchen reviews alongside a sustained interest in Books, while other categories like Tools and Home Improvement and Automotive appear less frequently. Overall, the pattern shows an early diversity in categories followed by a significant focus on Books and Home and Kitchen as time progresses." }, { "dim_process": 18, "seq_idx": 1128, "seq_len": 75, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 7.142857142857143, 7.571428571428571, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.285714285714286, 11.571428571428571, 11.714285714285714, 12.0, 12.142857142857142, 12.285714285714286, 12.714285714285714, 13.142857142857142, 13.714285714285714, 13.857142857142858, 14.571428571428571, 14.857142857142858, 15.0, 15.285714285714286, 15.428571428571429, 15.571428571428571, 16.142857142857142, 16.428571428571427, 17.428571428571427, 18.0, 18.142857142857142, 18.285714285714285, 19.0, 20.857142857142858, 21.285714285714285, 21.857142857142858, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.8571428571428572, 0.42857142857142855, 0.5714285714285714, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions occurring over time. The reviews cluster primarily in the early weeks, with a steady frequency observed throughout the first 20 weeks. There is a notable shift toward a single review for the Kindle Store around the 22-week mark, indicating a diversification in review categories. Overall, the trend shows a sustained focus on books, with a gradual decrease in frequency as time progresses, culminating in a sparse submission rate in the later weeks." }, { "dim_process": 18, "seq_idx": 1129, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 2.4285714285714284, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.285714285714286, 5.142857142857143, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 7.0, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.0, 8.857142857142858, 9.142857142857142, 9.428571428571429, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.857142857142858, 13.142857142857142, 13.428571428571429, 14.285714285714286, 14.428571428571429, 15.428571428571429, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.285714285714285, 18.0, 18.142857142857142, 18.857142857142858, 19.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 2.2857142857142856, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 1.8571428571428572, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 1.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857 ], "type_event": [ 16, 10, 10, 10, 16, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a few reviews in the Kindle Store, followed by a significant shift towards a predominance of book reviews. The initial reviews in the Kindle Store occur within the first few weeks, but by week 2, the focus transitions almost entirely to books, with a consistent pattern of book reviews continuing for several weeks. The reviews are heavily clustered in the later weeks, particularly between weeks 5 and 19, indicating a sustained interest in books over time, while Kindle Store reviews remain sparse and occur earlier in the sequence. Overall, the trend shows a clear early interest in Kindle Store products that quickly shifts to a dominant focus on books." }, { "dim_process": 18, "seq_idx": 1130, "seq_len": 44, "time_since_start": [ 0.0, 0.2857142857142857, 1.8571428571428572, 2.142857142857143, 2.5714285714285716, 3.0, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 4.428571428571429, 4.571428571428571, 5.571428571428571, 5.714285714285714, 7.0, 7.142857142857143, 7.714285714285714, 7.857142857142857, 8.0, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 10.0, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.285714285714286, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 15.0, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.857142857142858, 17.428571428571427, 17.571428571428573, 19.285714285714285, 19.428571428571427, 20.571428571428573, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 1.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 1.0, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.7142857142857142, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.0, 0.5714285714285714, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 1.1428571428571428, 2.142857142857143 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 12, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of submissions occurring over the initial weeks. Reviews for \"Kindle Store\" appear intermittently, primarily clustered around the 1.86 to 9.57 week range and again at 22.71 weeks. The reviews for \"Books\" are concentrated heavily in the earlier weeks, with a noticeable drop in frequency after the 17-week mark, while the \"Sports and Outdoors\" review is a singular occurrence at 12.86 weeks. Overall, the trend indicates a strong initial interest in books, with occasional reviews for the Kindle Store interspersed throughout." }, { "dim_process": 18, "seq_idx": 1131, "seq_len": 51, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 1.5714285714285714, 1.5714285714285714, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.5714285714285716, 3.142857142857143, 4.142857142857143, 4.285714285714286, 4.714285714285714, 4.714285714285714, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 7.0, 7.285714285714286, 7.857142857142857, 8.0, 8.285714285714286, 8.285714285714286, 8.428571428571429, 9.0, 9.571428571428571, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.142857142857142, 13.142857142857142, 14.0, 14.142857142857142, 14.714285714285714, 15.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 1.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.0, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855 ], "type_event": [ 16, 10, 16, 10, 16, 10, 10, 16, 16, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominance of book reviews, particularly in the earlier weeks, with a noticeable increase in frequency around the 5 to 7-week mark. Kindle Store reviews are interspersed throughout the timeline, but they tend to cluster more towards the beginning and later weeks. After an initial surge in book reviews, there is a slight dip before a resurgence occurs around the 10-week mark, indicating a sustained interest in books over time. Overall, book reviews dominate the sequence, with Kindle Store reviews appearing less frequently but still maintaining a consistent presence." }, { "dim_process": 18, "seq_idx": 1132, "seq_len": 82, "time_since_start": [ 0.0, 1.5714285714285714, 1.7142857142857142, 2.0, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.0, 4.285714285714286, 4.285714285714286, 4.571428571428571, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.285714285714286, 6.714285714285714, 6.714285714285714, 7.142857142857143, 7.142857142857143, 7.571428571428571, 7.571428571428571, 7.714285714285714, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.714285714285714, 8.857142857142858, 9.0, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.0, 10.285714285714286, 10.285714285714286, 10.571428571428571, 10.857142857142858, 10.857142857142858, 11.857142857142858, 12.857142857142858, 13.285714285714286, 13.571428571428571, 14.142857142857142, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.571428571428571, 15.571428571428571, 15.714285714285714, 15.857142857142858, 15.857142857142858, 16.0, 16.285714285714285, 16.571428571428573, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.714285714285715, 17.857142857142858, 18.285714285714285, 18.428571428571427, 18.714285714285715, 19.142857142857142, 19.428571428571427, 19.714285714285715, 20.285714285714285, 20.571428571428573, 21.0, 22.285714285714285, 22.857142857142858, 23.857142857142858, 24.571428571428573, 24.714285714285715 ], "time_since_last_event": [ 0.0, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 1.0, 1.0, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.5714285714285714, 1.0, 0.7142857142857143, 0.14285714285714285 ], "type_event": [ 14, 10, 14, 14, 14, 14, 10, 14, 14, 10, 14, 14, 14, 10, 14, 14, 14, 14, 10, 14, 14, 14, 10, 14, 14, 10, 14, 10, 10, 14, 14, 14, 10, 14, 10, 14, 10, 14, 14, 10, 10, 10, 14, 14, 10, 14, 10, 16, 10, 7, 14, 14, 10, 14, 14, 10, 14, 14, 10, 14, 14, 10, 14, 0, 14, 0, 0, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 10, 14, 14, 14, 14 ], "type_text": [ "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Books", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Books", "Books", "Books", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Books", "Kindle Store", "Books", "Grocery and Gourmet Food", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Other", "Movies and TV", "Other", "Other", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews shows a predominant focus on the \"Movies and TV\" category, which occurs consistently throughout the timeline, often clustering in shorter intervals. The \"Books\" category appears intermittently, with a noticeable increase in frequency during the earlier weeks and then again in the later weeks. Other categories, such as \"Kindle Store\" and \"Grocery and Gourmet Food,\" are introduced less frequently and appear later in the sequence. Overall, the reviews indicate a strong preference for \"Movies and TV,\" with \"Books\" serving as a secondary focus, particularly in the earlier and later parts of the timeline." }, { "dim_process": 18, "seq_idx": 1133, "seq_len": 69, "time_since_start": [ 0.0, 4.571428571428571, 4.857142857142857, 5.0, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.0, 6.0, 6.285714285714286, 6.571428571428571, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.571428571428571, 7.857142857142857, 8.428571428571429, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.714285714285714, 9.857142857142858, 10.285714285714286, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.0, 11.142857142857142, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 12.0, 12.142857142857142, 12.285714285714286, 12.285714285714286, 12.428571428571429, 12.714285714285714, 13.285714285714286, 13.571428571428571, 14.0, 14.0, 14.142857142857142, 14.285714285714286, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.571428571428571, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.428571428571427, 16.571428571428573, 17.428571428571427, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.0, 18.857142857142858, 19.285714285714285, 19.428571428571427, 19.714285714285715 ], "time_since_last_event": [ 0.0, 4.571428571428571, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 16, 16, 10, 10, 16, 16, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which appears consistently throughout the timeline, particularly in the earlier weeks. The reviews for \"Kindle Store\" start to emerge around the 6-week mark and increase in frequency as the sequence progresses, often clustering around specific weeks. Notably, there is a trend of alternating between \"Books\" and \"Kindle Store\" reviews, with \"Books\" being more frequent in the initial stages and \"Kindle Store\" gaining prominence in the later weeks. Overall, the reviews show a gradual increase in the diversity of categories over time, with a clear preference for \"Books\" early on." }, { "dim_process": 18, "seq_idx": 1134, "seq_len": 50, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 2.0, 2.2857142857142856, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.0, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 6.0, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 9.0, 9.571428571428571, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.857142857142858, 13.0, 13.285714285714286, 14.0, 14.142857142857142, 15.0, 15.428571428571429, 16.285714285714285, 16.714285714285715, 17.0, 17.428571428571427, 17.857142857142858, 18.0, 20.0, 20.142857142857142, 21.0, 23.0, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 1.0, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 2.0, 0.14285714285714285, 0.8571428571428571, 2.0, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on books, with a notable concentration of reviews occurring in the first 18 weeks. Reviews are submitted regularly, with a gradual increase in frequency over time, particularly evident in the initial weeks. After week 18, there is a slight shift with the introduction of a review for the Kindle Store, but the majority of the reviews continue to be for books. Overall, the trend indicates a sustained interest in books throughout the entire sequence, with no significant clustering of reviews in any specific period outside of the initial weeks." }, { "dim_process": 18, "seq_idx": 1135, "seq_len": 43, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.5714285714285716, 3.0, 3.2857142857142856, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.285714285714286, 5.428571428571429, 6.0, 6.857142857142857, 7.0, 7.714285714285714, 8.142857142857142, 8.571428571428571, 8.714285714285714, 10.0, 10.428571428571429, 11.428571428571429, 12.142857142857142, 13.0, 13.142857142857142, 13.285714285714286, 13.857142857142858, 16.0, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.0, 17.571428571428573, 18.571428571428573, 18.857142857142858, 19.285714285714285, 21.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 1.0, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 2.142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 0.2857142857142857, 0.42857142857142855, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, with all entries falling within a continuous timeline. The reviews begin at week 0 and continue steadily, with a notable concentration of submissions occurring in the first 10 weeks. After week 10, the frequency of reviews begins to taper off, with fewer submissions noted in the later weeks. Overall, the trend indicates a strong initial engagement with books that gradually decreases over time." }, { "dim_process": 18, "seq_idx": 1136, "seq_len": 56, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.5714285714285714, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.0, 3.5714285714285716, 4.285714285714286, 4.428571428571429, 5.0, 5.142857142857143, 5.285714285714286, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.714285714285714, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.714285714285714, 11.0, 11.285714285714286, 11.428571428571429, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.0, 13.142857142857142, 13.428571428571429, 14.714285714285714, 14.857142857142858, 15.571428571428571, 15.857142857142858, 16.0, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.0, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.0, 18.142857142857142, 18.714285714285715, 20.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 2.5714285714285716, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 2.142857142857143 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a few instances of reviews for the \"Kindle Store.\" Most reviews occur in the early weeks, particularly within the first 18 weeks, where the majority of entries are concentrated. The reviews for the \"Kindle Store\" appear sporadically, primarily clustered around the 0.71 and 6.71 week marks, while the \"Books\" reviews continue consistently throughout the entire timeframe. There is a noticeable trend of sustained engagement with \"Books,\" with a gradual increase in review frequency before stabilizing in the later weeks." }, { "dim_process": 18, "seq_idx": 1137, "seq_len": 47, "time_since_start": [ 0.0, 0.42857142857142855, 1.2857142857142858, 1.8571428571428572, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 3.142857142857143, 3.5714285714285716, 4.0, 4.571428571428571, 4.714285714285714, 4.714285714285714, 5.0, 5.142857142857143, 5.571428571428571, 5.857142857142857, 6.0, 6.428571428571429, 6.571428571428571, 7.0, 7.142857142857143, 7.428571428571429, 7.571428571428571, 8.0, 9.428571428571429, 10.0, 10.285714285714286, 10.571428571428571, 11.0, 11.0, 11.428571428571429, 12.0, 12.142857142857142, 13.714285714285714, 14.285714285714286, 14.571428571428571, 16.571428571428573, 16.571428571428573, 17.428571428571427, 19.285714285714285, 19.857142857142858, 20.285714285714285, 20.857142857142858, 23.428571428571427, 23.571428571428573, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 1.5714285714285714, 0.5714285714285714, 0.2857142857142857, 2.0, 0.0, 0.8571428571428571, 1.8571428571428572, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 2.5714285714285716, 0.14285714285714285, 0.5714285714285714 ], "type_event": [ 16, 10, 16, 16, 10, 10, 16, 16, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 16, 10, 16, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a mix of reviews for the Kindle Store and Books within the first two weeks, with a slight increase in the frequency of Kindle Store reviews. As time progresses, there is a noticeable clustering of Book reviews, particularly between weeks 5 and 12, where they dominate the sequence. Reviews for the Kindle Store appear less frequently but show a resurgence around weeks 14 and 20, while the Book reviews continue to be submitted consistently throughout the timeline, indicating a trend of sustained interest in Books over time. The sequence concludes with a final set of reviews for both categories, maintaining the established pattern of alternating between the two." }, { "dim_process": 18, "seq_idx": 1138, "seq_len": 71, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.0, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 4.0, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.571428571428571, 5.857142857142857, 6.142857142857143, 7.142857142857143, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.428571428571429, 10.714285714285714, 11.142857142857142, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.714285714285714, 13.285714285714286, 14.142857142857142, 14.714285714285714, 15.142857142857142, 16.857142857142858, 17.571428571428573, 17.857142857142858, 18.142857142857142, 18.571428571428573, 19.428571428571427, 19.571428571428573, 19.714285714285715, 19.857142857142858, 20.142857142857142, 20.285714285714285, 20.571428571428573, 21.0, 22.142857142857142, 24.0, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 1.7142857142857142, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 1.8571428571428572, 1.2857142857142858 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, which dominates the early weeks. There are several reviews for \"Kindle Store\" interspersed within the first few weeks, but the majority of reviews remain centered on \"Books\" for an extended period. A shift occurs around week 7, where \"Office Products\" is briefly reviewed alongside continued reviews for \"Books.\" As the sequence progresses, \"Kindle Store\" reviews increase in frequency, particularly noted in the later weeks, while \"Books\" continues to be reviewed consistently throughout the entire timeline. Other categories appear infrequently, with \"Books\" maintaining a strong presence until the end of the sequence." }, { "dim_process": 18, "seq_idx": 1139, "seq_len": 54, "time_since_start": [ 0.0, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.0, 1.2857142857142858, 1.2857142857142858, 1.8571428571428572, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 4.0, 4.0, 4.285714285714286, 4.285714285714286, 4.571428571428571, 4.571428571428571, 4.571428571428571, 5.857142857142857, 6.285714285714286, 6.285714285714286, 6.428571428571429, 6.571428571428571, 9.0, 9.0, 9.142857142857142, 9.142857142857142, 9.142857142857142, 10.0, 11.571428571428571, 12.142857142857142, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.428571428571429, 12.428571428571429, 13.142857142857142, 13.142857142857142, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.0, 14.0, 15.857142857142858, 16.142857142857142, 19.571428571428573, 20.571428571428573, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 1.4285714285714286, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.0, 1.2857142857142858, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 2.4285714285714284, 0.0, 0.14285714285714285, 0.0, 0.0, 0.8571428571428571, 1.5714285714285714, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 1.8571428571428572, 0.2857142857142857, 3.4285714285714284, 1.0, 1.8571428571428572 ], "type_event": [ 11, 10, 7, 15, 10, 2, 15, 2, 11, 10, 15, 7, 12, 10, 11, 10, 10, 12, 15, 10, 15, 1, 10, 10, 11, 10, 7, 12, 5, 10, 7, 4, 17, 8, 17, 7, 12, 15, 7, 15, 10, 10, 8, 15, 15, 11, 15, 10, 15, 7, 10, 14, 7, 11 ], "type_text": [ "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Pet Supplies", "Clothing Shoes and Jewelry", "Pet Supplies", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Sports and Outdoors", "Books", "Home and Kitchen", "Books", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Books", "Books", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Sports and Outdoors", "Automotive", "Books", "Grocery and Gourmet Food", "Electronics", "Cell Phones and Accessories", "Toys and Games", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Books", "Toys and Games", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Books", "Movies and TV", "Grocery and Gourmet Food", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a variety of categories being reviewed early on, particularly in Home and Kitchen, Books, and Clothing Shoes and Jewelry, which appear in the first two weeks. As time progresses, there is a noticeable increase in reviews for Books, which consistently appear throughout the timeline, often clustering in specific weeks. Grocery and Gourmet Food also shows a pattern of repeated reviews, especially around the 6 to 15-week mark. Later in the sequence, categories such as Toys and Games, Automotive, and Movies and TV emerge, indicating a shift in focus towards different product types as time advances. Overall, the reviews reflect a diverse range of categories with certain types, particularly Books and Grocery and Gourmet Food, being more prevalent at various intervals." }, { "dim_process": 18, "seq_idx": 1140, "seq_len": 61, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.0, 1.5714285714285714, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 4.0, 4.285714285714286, 4.857142857142857, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.571428571428571, 8.857142857142858, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.285714285714286, 12.0, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 15.285714285714286, 16.0, 16.571428571428573, 17.285714285714285, 17.571428571428573, 18.142857142857142, 18.571428571428573, 19.428571428571427, 20.0, 20.714285714285715, 21.142857142857142, 21.285714285714285, 21.857142857142858, 22.142857142857142, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user shows a consistent pattern of reviewing books over an extended period. All reviews are categorized under books, with the reviews occurring at regular intervals, particularly clustered in the earlier weeks. The frequency of reviews appears to decrease slightly as time progresses, with a notable gap in activity around the 24-week mark. Overall, the user maintains a steady engagement with reviewing books throughout the timeline." }, { "dim_process": 18, "seq_idx": 1141, "seq_len": 40, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 3.4285714285714284, 3.5714285714285716, 4.571428571428571, 6.142857142857143, 8.857142857142858, 9.0, 9.0, 10.0, 10.428571428571429, 10.714285714285714, 11.285714285714286, 11.571428571428571, 12.142857142857142, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.714285714285714, 14.0, 14.142857142857142, 14.285714285714286, 14.285714285714286, 14.714285714285714, 15.142857142857142, 15.714285714285714, 16.0, 16.142857142857142, 17.714285714285715, 18.0, 18.0, 18.142857142857142, 18.285714285714285, 18.857142857142858, 19.0, 23.857142857142858, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 2.2857142857142856, 0.14285714285714285, 1.0, 1.5714285714285714, 2.7142857142857144, 0.14285714285714285, 0.0, 1.0, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 4.857142857142857, 0.0 ], "type_event": [ 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a mix of categories, primarily featuring \"Books\" and \"Kindle Store\" reviews in the initial weeks. Over time, there is a noticeable clustering of \"Books\" reviews, particularly between weeks 0 and 19, with several instances occurring in close succession. \"Kindle Store\" reviews tend to appear less frequently and are often interspersed among the \"Books\" reviews, particularly concentrated around weeks 4, 11, and 17. As the sequence progresses, the frequency of reviews remains consistent, with a slight increase in the variety of reviews towards the end of the observed period." }, { "dim_process": 18, "seq_idx": 1142, "seq_len": 86, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.857142857142857, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.857142857142858, 9.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.142857142857142, 12.285714285714286, 12.714285714285714, 13.142857142857142, 13.428571428571429, 14.0, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.0, 15.142857142857142, 15.142857142857142, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.0, 16.428571428571427, 16.571428571428573, 17.0, 17.571428571428573, 17.714285714285715, 18.0, 18.142857142857142, 18.857142857142858, 19.142857142857142, 20.428571428571427, 20.571428571428573, 21.857142857142858, 22.142857142857142, 22.857142857142858, 23.571428571428573, 23.571428571428573, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.0, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted in this category occurring in the early weeks and continuing throughout the timeline. The reviews for \"Kindle Store\" appear sporadically, primarily clustered towards the later weeks, with some occurrences interspersed among the \"Books\" reviews. There is a noticeable trend of increased activity in the \"Books\" category, particularly in the initial weeks, while \"Kindle Store\" reviews tend to emerge more frequently as the sequence progresses. Overall, the pattern indicates a strong preference for reviewing books, with occasional reviews for the Kindle Store." }, { "dim_process": 18, "seq_idx": 1143, "seq_len": 44, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.0, 2.142857142857143, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 4.428571428571429, 4.571428571428571, 5.428571428571429, 5.571428571428571, 6.285714285714286, 6.714285714285714, 7.0, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.0, 8.0, 8.142857142857142, 8.714285714285714, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.857142857142858, 11.0, 11.142857142857142, 12.285714285714286, 13.0, 13.571428571428571, 13.857142857142858, 14.428571428571429, 15.0, 15.0, 15.714285714285714, 15.714285714285714, 16.142857142857142, 17.0, 17.571428571428573 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.0, 0.7142857142857143, 0.0, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 2, 10, 12, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Sports and Outdoors", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple reviews submitted consistently over time, particularly in the early weeks. The reviews for \"Kindle Store\" appear intermittently, primarily clustered around the 5 to 8-week mark and again at 11 and 17 weeks. Additionally, there are isolated reviews for \"Pet Supplies\" and \"Sports and Outdoors\" at the 15-week mark, indicating a brief diversification in review categories. Overall, the pattern reflects a strong and sustained interest in books, with occasional engagement with other categories." }, { "dim_process": 18, "seq_idx": 1144, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 2.0, 2.2857142857142856, 2.4285714285714284, 4.285714285714286, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.0, 6.571428571428571, 6.857142857142857, 7.0, 7.714285714285714, 8.0, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.142857142857142, 9.428571428571429, 9.428571428571429, 10.0, 10.428571428571429, 11.142857142857142, 11.285714285714286, 12.571428571428571, 13.285714285714286, 15.0, 15.428571428571429, 15.714285714285714, 16.571428571428573, 16.714285714285715, 18.142857142857142, 18.571428571428573, 18.714285714285715, 19.428571428571427, 21.285714285714285, 23.0, 25.142857142857142, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.0, 0.2857142857142857, 0.14285714285714285, 1.8571428571428572, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 1.7142857142857142, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 1.8571428571428572, 1.7142857142857142, 2.142857142857143, 0.2857142857142857 ], "type_event": [ 14, 10, 16, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 14, 16, 10, 10, 16, 10, 10, 14, 16, 10, 10, 11, 10, 10, 16, 16, 10, 10, 10, 10, 16, 16, 10, 10, 16, 16, 16 ], "type_text": [ "Movies and TV", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Movies and TV", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Movies and TV", "Kindle Store", "Books", "Books", "Home and Kitchen", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on Movies and TV, followed closely by a review for Books. Over the initial weeks, there is a notable concentration of reviews in the Books category, which continues to dominate the sequence. The Kindle Store reviews appear intermittently, often following clusters of Book reviews. As time progresses, there is a gradual increase in the frequency of Kindle Store reviews, with a few instances of Home and Kitchen reviews appearing later in the sequence. Overall, Books are the most frequently reviewed category, particularly in the earlier weeks, while Kindle Store reviews become more prominent as the sequence unfolds." }, { "dim_process": 18, "seq_idx": 1145, "seq_len": 74, "time_since_start": [ 0.0, 0.42857142857142855, 1.1428571428571428, 2.0, 2.0, 2.0, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.2857142857142856, 3.857142857142857, 3.857142857142857, 3.857142857142857, 4.0, 4.0, 4.428571428571429, 5.142857142857143, 5.142857142857143, 5.428571428571429, 5.428571428571429, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.857142857142857, 6.857142857142857, 6.857142857142857, 8.428571428571429, 8.428571428571429, 8.428571428571429, 8.571428571428571, 8.571428571428571, 8.857142857142858, 8.857142857142858, 8.857142857142858, 9.714285714285714, 9.714285714285714, 9.714285714285714, 9.714285714285714, 12.285714285714286, 12.285714285714286, 12.285714285714286, 13.142857142857142, 13.142857142857142, 13.142857142857142, 13.142857142857142, 13.428571428571429, 13.428571428571429, 13.428571428571429, 13.857142857142858, 14.142857142857142, 14.142857142857142, 14.571428571428571, 14.571428571428571, 14.571428571428571, 14.857142857142858, 16.285714285714285, 16.285714285714285, 16.285714285714285, 18.285714285714285, 18.285714285714285, 18.285714285714285, 18.857142857142858, 20.857142857142858, 20.857142857142858, 20.857142857142858, 22.714285714285715, 22.714285714285715, 22.714285714285715, 23.428571428571427, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.7142857142857143, 0.0, 0.2857142857142857, 0.0, 1.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 1.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 2.5714285714285716, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 1.4285714285714286, 0.0, 0.0, 2.0, 0.0, 0.0, 0.5714285714285714, 2.0, 0.0, 0.0, 1.8571428571428572, 0.0, 0.0, 0.7142857142857143, 0.0 ], "type_event": [ 12, 17, 15, 14, 0, 7, 11, 14, 4, 0, 0, 14, 0, 7, 0, 15, 7, 0, 17, 11, 5, 13, 13, 4, 0, 5, 8, 5, 14, 0, 0, 0, 4, 0, 7, 12, 0, 5, 12, 7, 5, 0, 17, 10, 7, 12, 7, 0, 0, 0, 12, 11, 15, 0, 7, 14, 7, 0, 0, 14, 5, 0, 4, 0, 7, 7, 0, 0, 5, 13, 4, 0, 12, 0 ], "type_text": [ "Sports and Outdoors", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Movies and TV", "Other", "Grocery and Gourmet Food", "Home and Kitchen", "Movies and TV", "Electronics", "Other", "Other", "Movies and TV", "Other", "Grocery and Gourmet Food", "Other", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Other", "Cell Phones and Accessories", "Home and Kitchen", "Automotive", "Patio Lawn and Garden", "Patio Lawn and Garden", "Electronics", "Other", "Automotive", "Toys and Games", "Automotive", "Movies and TV", "Other", "Other", "Other", "Electronics", "Other", "Grocery and Gourmet Food", "Sports and Outdoors", "Other", "Automotive", "Sports and Outdoors", "Grocery and Gourmet Food", "Automotive", "Other", "Cell Phones and Accessories", "Books", "Grocery and Gourmet Food", "Sports and Outdoors", "Grocery and Gourmet Food", "Other", "Other", "Other", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Grocery and Gourmet Food", "Movies and TV", "Grocery and Gourmet Food", "Other", "Other", "Movies and TV", "Automotive", "Other", "Electronics", "Other", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Other", "Other", "Automotive", "Patio Lawn and Garden", "Electronics", "Other", "Sports and Outdoors", "Other" ], "description": "The sequence of product reviews begins with a focus on Sports and Outdoors, followed by a gradual diversification into various categories such as Cell Phones, Clothing, and Movies within the first few weeks. A notable clustering of reviews occurs around the 2 to 3-week mark, particularly in Movies and TV, and Other categories. As time progresses, reviews for Grocery and Gourmet Food, Automotive, and Electronics appear more frequently, especially between weeks 5 and 9, indicating a shift in focus. Later in the timeline, there is a resurgence in Sports and Outdoors reviews, alongside a consistent presence of Other and Grocery categories, suggesting ongoing engagement with these areas." }, { "dim_process": 18, "seq_idx": 1146, "seq_len": 57, "time_since_start": [ 0.0, 0.14285714285714285, 1.4285714285714286, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 4.0, 4.142857142857143, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.0, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.428571428571429, 11.142857142857142, 11.285714285714286, 12.142857142857142, 12.285714285714286, 13.142857142857142, 13.714285714285714, 14.142857142857142, 15.285714285714286, 15.571428571428571, 15.714285714285714, 16.714285714285715, 17.142857142857142, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 18.714285714285715, 18.857142857142858, 19.714285714285715, 21.142857142857142, 22.428571428571427, 23.714285714285715, 24.0, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.2857142857142858, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.7142857142857142, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 1.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 1.4285714285714286, 1.2857142857142858, 1.2857142857142858, 0.2857142857142857, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews for books, which are submitted consistently over a period of time, especially in the initial weeks. The reviews for books dominate the early part of the timeline, with a notable concentration of reviews occurring within the first 18 weeks. There is a single review for the Kindle Store around week 11 and a review for Clothing, Shoes, and Jewelry at week 18, indicating a slight diversification in product categories. The trend of reviewing books continues to be strong, with additional reviews extending into weeks 24 and beyond, suggesting a sustained interest in this category. A review for Home and Kitchen appears at week 23, marking another instance of category diversification in the latter part of the sequence." }, { "dim_process": 18, "seq_idx": 1147, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.0, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.0, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.0, 5.142857142857143, 5.285714285714286, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.714285714285714, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 9.0, 9.142857142857142, 9.142857142857142, 10.142857142857142, 10.285714285714286, 11.285714285714286, 11.571428571428571, 11.857142857142858, 13.0, 13.0, 13.142857142857142, 14.142857142857142, 14.714285714285714, 15.571428571428571, 16.142857142857142, 16.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 1.0, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.0, 0.14285714285714285, 1.0, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable presence of \"Kindle Store\" reviews interspersed throughout. The majority of reviews occur within the first 16 weeks, with a clustering of \"Books\" reviews in the early weeks, particularly between weeks 0 and 6. \"Kindle Store\" reviews appear less frequently and tend to occur at intervals, primarily around weeks 3, 4, 6, 9, and 13. Overall, the pattern indicates a strong preference for reviewing books, with occasional reviews of Kindle Store products." }, { "dim_process": 18, "seq_idx": 1148, "seq_len": 44, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.4285714285714286, 3.4285714285714284, 3.7142857142857144, 4.0, 4.142857142857143, 4.857142857142857, 5.142857142857143, 5.285714285714286, 6.857142857142857, 7.428571428571429, 7.857142857142857, 8.0, 8.0, 8.0, 8.142857142857142, 8.142857142857142, 8.428571428571429, 9.0, 9.285714285714286, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.428571428571429, 11.571428571428571, 12.0, 12.285714285714286, 13.142857142857142, 13.428571428571429, 14.0, 14.428571428571429, 14.857142857142858, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.142857142857142, 17.0, 17.285714285714285, 17.428571428571427, 17.857142857142858, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 2.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 4.285714285714286 ], "type_event": [ 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple reviews submitted consistently throughout the timeline. The reviews for \"Kindle Store\" appear less frequently, primarily clustered around the early and later stages of the sequence. Additionally, there is a single instance of a review in the \"Grocery and Gourmet Food\" category, which occurs alongside reviews for other categories at a specific point. Overall, the trend indicates a strong and sustained interest in books, with other categories appearing sporadically." }, { "dim_process": 18, "seq_idx": 1149, "seq_len": 49, "time_since_start": [ 0.0, 0.8571428571428571, 1.1428571428571428, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 3.2857142857142856, 3.5714285714285716, 4.714285714285714, 5.142857142857143, 5.285714285714286, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.571428571428571, 7.714285714285714, 9.142857142857142, 10.142857142857142, 10.428571428571429, 10.714285714285714, 11.0, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.571428571428571, 12.857142857142858, 13.0, 13.0, 13.0, 13.285714285714286, 13.428571428571429, 13.714285714285714, 15.714285714285714, 15.857142857142858, 16.0, 16.428571428571427, 17.0, 17.714285714285715, 18.714285714285715, 18.857142857142858, 19.0, 20.142857142857142, 21.0, 21.142857142857142, 23.0, 23.428571428571427, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.4285714285714286, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 2.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.0, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285, 1.8571428571428572, 0.42857142857142855, 0.2857142857142857 ], "type_event": [ 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 11, 12, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14 ], "type_text": [ "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Home and Kitchen", "Sports and Outdoors", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews shows a predominant focus on the \"Movies and TV\" category, with a consistent pattern of reviews submitted over time. Initially, all reviews fall within the \"Movies and TV\" category for the first 12 weeks, with a notable increase in frequency around weeks 10 to 12. At week 13, there is a diversification in categories, with the user submitting reviews for \"Home and Kitchen\" and \"Sports and Outdoors\" alongside \"Movies and TV.\" Following this, the user continues to submit reviews primarily in the \"Movies and TV\" category, with occasional clusters of reviews appearing at various intervals, particularly around weeks 15 to 21. The pattern indicates a sustained interest in \"Movies and TV\" throughout the sequence, with a brief exploration of other categories." }, { "dim_process": 18, "seq_idx": 1150, "seq_len": 46, "time_since_start": [ 0.0, 0.14285714285714285, 1.7142857142857142, 2.142857142857143, 2.142857142857143, 5.0, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.857142857142857, 9.857142857142858, 10.0, 10.285714285714286, 11.0, 13.0, 13.285714285714286, 13.428571428571429, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.857142857142858, 16.0, 16.142857142857142, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.714285714285715, 17.857142857142858, 18.0, 18.142857142857142, 18.571428571428573, 18.857142857142858, 19.0, 19.142857142857142, 19.428571428571427, 24.142857142857142, 24.285714285714285, 24.571428571428573, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.5714285714285714, 0.42857142857142855, 0.0, 2.857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 2.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 2.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 4.714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a majority of reviews submitted over time. Most reviews occur in clusters, particularly between the 5th and 19th weeks, indicating a sustained engagement with books during this period. The \"Kindle Store\" category appears infrequently, with reviews submitted at the 2nd and 17th weeks, suggesting that the user primarily reviews physical books rather than digital formats. Overall, the trend indicates consistent activity in the \"Books\" category, with notable peaks in review submissions occurring in specific weeks." }, { "dim_process": 18, "seq_idx": 1151, "seq_len": 46, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.0, 1.0, 1.0, 1.0, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 1.7142857142857142, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.7142857142857144, 3.7142857142857144, 4.0, 4.0, 4.0, 4.0, 4.0, 4.571428571428571, 6.571428571428571, 8.571428571428571, 9.428571428571429, 11.571428571428571, 11.571428571428571, 16.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 2.0, 2.0, 0.8571428571428571, 2.142857142857143, 0.0, 5.285714285714286 ], "type_event": [ 1, 5, 0, 9, 10, 11, 7, 13, 15, 2, 4, 5, 6, 5, 0, 7, 9, 12, 17, 4, 2, 5, 7, 11, 12, 6, 11, 5, 2, 5, 7, 10, 9, 10, 12, 2, 7, 9, 8, 12, 5, 5, 11, 5, 15, 7 ], "type_text": [ "Tools and Home Improvement", "Automotive", "Other", "Office Products", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Pet Supplies", "Electronics", "Automotive", "Industrial and Scientific", "Automotive", "Other", "Grocery and Gourmet Food", "Office Products", "Sports and Outdoors", "Cell Phones and Accessories", "Electronics", "Pet Supplies", "Automotive", "Grocery and Gourmet Food", "Home and Kitchen", "Sports and Outdoors", "Industrial and Scientific", "Home and Kitchen", "Automotive", "Pet Supplies", "Automotive", "Grocery and Gourmet Food", "Books", "Office Products", "Books", "Sports and Outdoors", "Pet Supplies", "Grocery and Gourmet Food", "Office Products", "Toys and Games", "Sports and Outdoors", "Automotive", "Automotive", "Home and Kitchen", "Automotive", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the first week, including Tools and Home Improvement, Automotive, and Books. As time progresses, there is a noticeable clustering of Automotive reviews, particularly around the 0.57 to 1.71-week mark, indicating a sustained interest in that category. Grocery and Gourmet Food reviews also appear frequently, with several submissions occurring around the 0.86 to 4.0-week timeframe. Later reviews show a shift towards Home and Kitchen and Sports and Outdoors, with the final entries in the sequence occurring significantly later, highlighting a gradual increase in the variety of categories reviewed over time." }, { "dim_process": 18, "seq_idx": 1152, "seq_len": 46, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.7142857142857144, 2.7142857142857144, 3.0, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 4.0, 4.0, 4.142857142857143, 4.428571428571429, 4.714285714285714, 4.714285714285714, 5.0, 5.142857142857143, 5.571428571428571, 6.571428571428571, 6.714285714285714, 7.285714285714286, 7.571428571428571, 7.857142857142857, 13.714285714285714, 15.285714285714286 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 5.857142857142857, 1.5714285714285714 ], "type_event": [ 15, 14, 11, 10, 10, 10, 15, 14, 10, 10, 10, 10, 0, 10, 10, 2, 11, 8, 4, 11, 10, 11, 0, 5, 8, 10, 0, 10, 16, 10, 10, 16, 10, 10, 15, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 11 ], "type_text": [ "Clothing Shoes and Jewelry", "Movies and TV", "Home and Kitchen", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Movies and TV", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Pet Supplies", "Home and Kitchen", "Toys and Games", "Electronics", "Home and Kitchen", "Books", "Home and Kitchen", "Other", "Automotive", "Toys and Games", "Books", "Other", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books", "Books", "Books", "Home and Kitchen" ], "description": "The sequence of product reviews shows that the user predominantly reviews books, with a significant concentration of these reviews occurring in the early weeks and continuing throughout the timeline. Other categories, such as Clothing Shoes and Jewelry, Movies and TV, and Home and Kitchen, are introduced early on but appear less frequently and tend to cluster in the initial weeks. Reviews for various categories, including Other, Electronics, and Office Products, appear sporadically, with a notable increase in book reviews towards the middle and later parts of the timeline. Overall, the trend indicates a strong and sustained focus on books over time, with other categories receiving less attention." }, { "dim_process": 18, "seq_idx": 1153, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.4285714285714284, 2.857142857142857, 3.0, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.0, 6.571428571428571, 7.0, 7.428571428571429, 8.142857142857142, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.0, 10.142857142857142, 11.0, 13.571428571428571 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 2.5714285714285716 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a significant majority of reviews submitted over time. The reviews for \"Books\" are clustered closely together, particularly in the early weeks, with a gradual increase in frequency before continuing at a steady rate. The \"Kindle Store\" reviews are notably less frequent, appearing only at the very beginning and towards the end of the sequence, indicating that reviews in this category are less common and occur at distinct intervals compared to the predominant \"Books\" reviews. Overall, the trend indicates a sustained interest in \"Books\" throughout the entire period, with minimal engagement with the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 1154, "seq_len": 44, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 2.0, 2.857142857142857, 3.0, 4.0, 4.285714285714286, 4.857142857142857, 6.0, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.0, 9.571428571428571, 9.714285714285714, 10.0, 10.714285714285714, 11.0, 11.571428571428571, 12.0, 12.857142857142858, 13.285714285714286, 13.571428571428571, 13.714285714285714, 14.0, 14.571428571428571, 15.0, 16.0, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 17.857142857142858, 19.285714285714285, 21.0, 21.285714285714285, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 1.0, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 1.7142857142857142, 0.2857142857142857, 2.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with all entries occurring within a continuous timeframe. The reviews are submitted consistently, particularly in the initial weeks, indicating a high frequency of activity early on. As time progresses, the frequency of reviews appears to stabilize, with a few clusters of reviews occurring at specific intervals. Overall, the pattern shows a sustained interest in books throughout the entire period, with no diversification into other product categories." }, { "dim_process": 18, "seq_idx": 1155, "seq_len": 61, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.0, 1.1428571428571428, 1.5714285714285714, 3.0, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.571428571428571, 6.714285714285714, 6.857142857142857, 6.857142857142857, 7.0, 7.142857142857143, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.571428571428571, 11.0, 11.0, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.142857142857142, 12.571428571428571, 12.714285714285714, 14.0, 14.285714285714286, 14.714285714285714, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.142857142857142, 16.285714285714285, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.714285714285715, 18.285714285714285, 20.428571428571427, 22.428571428571427, 22.714285714285715, 23.428571428571427, 23.428571428571427, 25.142857142857142, 25.571428571428573, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 1.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.4285714285714286, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 2.142857142857143, 2.0, 0.2857142857142857, 0.7142857142857143, 0.0, 1.7142857142857142, 0.42857142857142855, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 16, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category in the initial weeks, with several reviews submitted in quick succession. As time progresses, reviews for the \"Kindle Store\" category begin to appear more frequently, particularly after the first week, indicating a gradual increase in engagement with that category. There is a notable clustering of \"Books\" reviews around the middle of the timeline, while \"Kindle Store\" reviews become more prominent towards the later weeks. Overall, the trend shows a consistent interest in \"Books,\" with an increasing but intermittent engagement with the \"Kindle Store\" as the sequence unfolds." }, { "dim_process": 18, "seq_idx": 1156, "seq_len": 43, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.7142857142857142, 2.0, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 4.142857142857143, 4.428571428571429, 4.571428571428571, 5.142857142857143, 5.571428571428571, 5.857142857142857, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.0, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.714285714285714, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.714285714285714, 15.857142857142858, 15.857142857142858, 16.285714285714285, 16.428571428571427, 17.0, 17.142857142857142, 17.714285714285715, 17.857142857142858, 18.0, 18.285714285714285, 18.714285714285715, 20.285714285714285, 20.571428571428573, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 5.571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.5714285714285714, 0.2857142857142857, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The user predominantly submitted reviews for books over an extended period, with a notable concentration of reviews occurring in the initial weeks. After a consistent pattern of book reviews, there is a shift around the 15-week mark where reviews for the Kindle Store begin to appear, indicating a diversification in review categories. The reviews for both books and the Kindle Store continue to be submitted intermittently, with a slight clustering of Kindle Store reviews towards the later weeks of the sequence. Overall, the sequence shows a strong initial focus on books followed by a gradual introduction of Kindle Store reviews." }, { "dim_process": 18, "seq_idx": 1157, "seq_len": 87, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 1.0, 1.4285714285714286, 1.7142857142857142, 2.4285714285714284, 2.7142857142857144, 3.0, 3.0, 3.2857142857142856, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.571428571428571, 5.714285714285714, 6.0, 6.0, 6.142857142857143, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 8.0, 8.285714285714286, 8.571428571428571, 8.571428571428571, 8.857142857142858, 9.0, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.0, 10.714285714285714, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.714285714285714, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.285714285714286, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.142857142857142, 16.142857142857142, 16.285714285714285, 16.571428571428573, 16.714285714285715, 17.0, 17.142857142857142, 17.142857142857142, 17.857142857142858, 18.0, 18.285714285714285, 18.285714285714285, 18.857142857142858, 19.571428571428573, 19.714285714285715, 19.714285714285715, 20.0, 20.714285714285715, 21.714285714285715, 21.857142857142858, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2857142857142857, 0.7142857142857143, 1.0, 0.14285714285714285, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 16, 10, 10, 16, 16, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on the \"Books\" category, with notable entries in the \"Kindle Store\" category. Reviews for \"Books\" are clustered heavily in the earlier weeks, particularly within the first 10 weeks, while \"Kindle Store\" reviews appear more sporadically but increase in frequency after the initial weeks. As time progresses, the user continues to submit reviews for both categories, with \"Books\" remaining dominant throughout the sequence, particularly in the later weeks, while \"Kindle Store\" reviews appear less frequently but still contribute to the overall pattern." }, { "dim_process": 18, "seq_idx": 1158, "seq_len": 46, "time_since_start": [ 0.0, 1.8571428571428572, 3.142857142857143, 3.142857142857143, 3.142857142857143, 4.571428571428571, 4.571428571428571, 5.714285714285714, 6.857142857142857, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.714285714285714, 9.0, 9.571428571428571, 9.571428571428571, 9.714285714285714, 9.714285714285714, 9.857142857142858, 10.714285714285714, 10.714285714285714, 10.857142857142858, 11.0, 11.571428571428571, 11.714285714285714, 12.285714285714286, 12.285714285714286, 12.714285714285714, 13.0, 13.714285714285714, 14.714285714285714, 14.714285714285714, 14.714285714285714, 14.857142857142858, 15.571428571428571, 15.714285714285714, 16.142857142857142, 16.142857142857142, 16.142857142857142, 16.714285714285715, 16.714285714285715, 16.714285714285715, 18.142857142857142, 20.714285714285715, 20.857142857142858, 22.428571428571427 ], "time_since_last_event": [ 0.0, 1.8571428571428572, 1.2857142857142858, 0.0, 0.0, 1.4285714285714286, 0.0, 1.1428571428571428, 1.1428571428571428, 0.8571428571428571, 0.0, 0.0, 0.0, 1.2857142857142858, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.0, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 1.0, 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 1.4285714285714286, 2.5714285714285716, 0.14285714285714285, 1.5714285714285714 ], "type_event": [ 14, 11, 10, 0, 0, 14, 0, 10, 14, 0, 0, 14, 10, 10, 10, 0, 10, 14, 10, 14, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 14, 0, 10, 14, 10, 10, 10, 5, 4, 10, 0, 14, 0, 0, 0, 0 ], "type_text": [ "Movies and TV", "Home and Kitchen", "Books", "Other", "Other", "Movies and TV", "Other", "Books", "Movies and TV", "Other", "Other", "Movies and TV", "Books", "Books", "Books", "Other", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Movies and TV", "Other", "Books", "Movies and TV", "Books", "Books", "Books", "Automotive", "Electronics", "Books", "Other", "Movies and TV", "Other", "Other", "Other", "Other" ], "description": "The sequence of product reviews shows a varied pattern across different categories over time. Initially, reviews for Movies and TV appear early, followed by a mix of Home and Kitchen, Books, and Other categories within the first few weeks. As time progresses, there is a noticeable increase in the frequency of Books reviews, particularly clustered between weeks 9 and 16. Movies and TV reviews tend to occur in clusters around the 4 to 15-week mark, while Other reviews are more sporadic, appearing at various intervals throughout the timeline." }, { "dim_process": 18, "seq_idx": 1159, "seq_len": 49, "time_since_start": [ 0.0, 1.0, 1.0, 1.1428571428571428, 1.8571428571428572, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.0, 6.428571428571429, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.571428571428571, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.285714285714286, 10.428571428571429, 11.0, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.857142857142858, 13.0, 13.285714285714286, 13.714285714285714, 14.0, 15.0, 15.142857142857142, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.428571428571427, 17.714285714285715, 17.714285714285715, 18.0, 18.714285714285715, 22.0 ], "time_since_last_event": [ 0.0, 1.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.0, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.2857142857142857, 0.7142857142857143, 3.2857142857142856 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with the majority of reviews submitted consistently over time. The first reviews appear within the first week, with a notable cluster of \"Books\" reviews occurring between the first and fourth weeks. There are also intermittent reviews of the \"Kindle Store,\" primarily occurring at the beginning and later in the sequence. The frequency of \"Books\" reviews remains high throughout the timeline, with a gradual increase in the intervals between reviews as time progresses, particularly noticeable after the 10-week mark. Overall, the pattern indicates a sustained engagement with the \"Books\" category, with occasional reviews of the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 1160, "seq_len": 54, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.428571428571429, 4.857142857142857, 4.857142857142857, 5.0, 5.285714285714286, 5.714285714285714, 7.857142857142857, 7.857142857142857, 8.142857142857142, 8.428571428571429, 9.0, 9.428571428571429, 10.285714285714286, 11.0, 11.142857142857142, 11.571428571428571, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.714285714285714, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.285714285714286, 14.428571428571429, 14.428571428571429, 15.571428571428571, 16.142857142857142, 17.571428571428573, 20.285714285714285, 21.428571428571427, 23.285714285714285, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 2.142857142857143, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 1.1428571428571428, 0.5714285714285714, 1.4285714285714286, 2.7142857142857144, 1.1428571428571428, 1.8571428571428572, 0.8571428571428571 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 11, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 16, 10, 10, 10, 16, 16, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Home and Kitchen", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on books, especially in the initial weeks, where the majority of reviews are submitted in this category. Kindle Store reviews appear intermittently but tend to cluster around specific periods, particularly after several weeks of book reviews. As time progresses, the frequency of Kindle Store reviews increases, especially in the later weeks, while book reviews continue to be submitted consistently throughout the sequence. Overall, the trend indicates a strong initial engagement with books, followed by a gradual increase in Kindle Store activity." }, { "dim_process": 18, "seq_idx": 1161, "seq_len": 50, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.0, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.4285714285714284, 3.5714285714285716, 4.285714285714286, 4.714285714285714, 5.428571428571429, 5.714285714285714, 6.0, 6.285714285714286, 6.714285714285714, 7.0, 7.714285714285714, 8.857142857142858, 9.285714285714286, 9.571428571428571, 9.714285714285714, 10.0, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.142857142857142, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.571428571428571, 14.428571428571429, 14.714285714285714, 15.142857142857142, 15.428571428571429, 16.142857142857142, 16.714285714285715, 17.0, 17.142857142857142, 17.428571428571427, 17.571428571428573, 18.0, 18.285714285714285, 19.0, 19.285714285714285, 19.714285714285715, 19.857142857142858, 21.285714285714285, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on books, with a high frequency of reviews occurring in the initial weeks. The reviews cluster closely together in the early time frame, with a gradual increase in the intervals between submissions as time progresses. Notably, there is a single instance of a review for the Kindle Store, which occurs after a series of book reviews. Overall, the trend indicates a sustained interest in books throughout the entire sequence, with the majority of reviews concentrated in the first several weeks." }, { "dim_process": 18, "seq_idx": 1162, "seq_len": 51, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.0, 2.142857142857143, 2.142857142857143, 2.5714285714285716, 2.857142857142857, 4.0, 4.285714285714286, 5.0, 5.714285714285714, 6.428571428571429, 6.428571428571429, 6.714285714285714, 6.857142857142857, 6.857142857142857, 7.571428571428571, 8.571428571428571, 10.571428571428571, 11.571428571428571, 11.714285714285714, 11.714285714285714, 12.0, 13.857142857142858, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.142857142857142, 16.142857142857142, 16.857142857142858, 16.857142857142858, 16.857142857142858, 16.857142857142858, 18.285714285714285, 18.428571428571427, 19.428571428571427, 21.428571428571427, 22.571428571428573, 22.714285714285715, 22.714285714285715, 23.0, 23.571428571428573, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.7142857142857143, 1.0, 2.0, 1.0, 0.14285714285714285, 0.0, 0.2857142857142857, 1.8571428571428572, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.0, 0.7142857142857143, 0.0, 0.0, 0.0, 1.4285714285714286, 0.14285714285714285, 1.0, 2.0, 1.1428571428571428, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428 ], "type_event": [ 7, 15, 7, 15, 15, 11, 7, 7, 7, 12, 15, 15, 9, 15, 11, 15, 15, 15, 10, 7, 13, 7, 1, 15, 0, 15, 15, 11, 7, 15, 9, 15, 15, 9, 11, 7, 17, 9, 13, 0, 2, 11, 2, 2, 15, 3, 7, 9, 11, 15, 2 ], "type_text": [ "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Office Products", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Other", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Office Products", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Office Products", "Home and Kitchen", "Grocery and Gourmet Food", "Cell Phones and Accessories", "Office Products", "Patio Lawn and Garden", "Other", "Pet Supplies", "Home and Kitchen", "Pet Supplies", "Pet Supplies", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Office Products", "Home and Kitchen", "Clothing Shoes and Jewelry", "Pet Supplies" ], "description": "The sequence of product reviews shows a pattern where the user predominantly reviews items in the \"Clothing Shoes and Jewelry\" category early and consistently throughout the timeline, with multiple entries clustered within the first few weeks. \"Grocery and Gourmet Food\" reviews also appear frequently, particularly in the first half of the sequence. Other categories like \"Home and Kitchen\" and \"Office Products\" are reviewed at various intervals, with some clustering around the middle of the timeline. Towards the latter part of the sequence, there is an increase in reviews for \"Pet Supplies,\" indicating a shift in focus. Overall, the reviews are spread across various categories, with a notable emphasis on clothing and grocery items early on." }, { "dim_process": 18, "seq_idx": 1163, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 2.0, 2.0, 2.5714285714285716, 3.857142857142857, 6.571428571428571, 9.0, 9.0, 9.0, 11.714285714285714, 12.142857142857142, 13.428571428571429, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.0, 14.0, 14.0, 14.0, 14.571428571428571, 15.714285714285714, 15.714285714285714, 15.714285714285714, 15.714285714285714, 16.0, 16.714285714285715, 16.714285714285715, 16.714285714285715, 17.285714285714285, 17.428571428571427, 17.428571428571427, 18.428571428571427, 19.0, 21.714285714285715, 21.714285714285715, 21.714285714285715, 22.0, 23.428571428571427, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 1.8571428571428572, 0.0, 0.5714285714285714, 1.2857142857142858, 2.7142857142857144, 2.4285714285714284, 0.0, 0.0, 2.7142857142857144, 0.42857142857142855, 1.2857142857142858, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.5714285714285714, 1.1428571428571428, 0.0, 0.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 1.0, 0.5714285714285714, 2.7142857142857144, 0.0, 0.0, 0.2857142857142857, 1.4285714285714286, 0.0 ], "type_event": [ 15, 17, 11, 10, 8, 10, 8, 10, 11, 10, 8, 17, 11, 11, 1, 11, 2, 6, 11, 15, 12, 11, 6, 11, 15, 6, 11, 8, 3, 3, 11, 17, 11, 11, 8, 3, 11, 1, 13, 11, 1, 8, 13 ], "type_text": [ "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Home and Kitchen", "Books", "Toys and Games", "Books", "Toys and Games", "Books", "Home and Kitchen", "Books", "Toys and Games", "Cell Phones and Accessories", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Pet Supplies", "Industrial and Scientific", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Industrial and Scientific", "Home and Kitchen", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Home and Kitchen", "Toys and Games", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Home and Kitchen", "Cell Phones and Accessories", "Home and Kitchen", "Home and Kitchen", "Toys and Games", "Arts Crafts and Sewing", "Home and Kitchen", "Tools and Home Improvement", "Patio Lawn and Garden", "Home and Kitchen", "Tools and Home Improvement", "Toys and Games", "Patio Lawn and Garden" ], "description": "The sequence of product reviews shows that the user initially submitted reviews for a variety of categories within the first two weeks, with a notable focus on Books and Toys and Games. As time progressed, there was a shift towards more frequent reviews in the Home and Kitchen category, particularly from weeks 3 to 19, where it appeared consistently. Reviews for Clothing Shoes and Jewelry, Industrial and Scientific, and Arts Crafts and Sewing began to cluster around weeks 14 to 18, while Tools and Home Improvement and Patio Lawn and Garden reviews emerged later, around weeks 21 to 23. Overall, there is a clear trend of increasing diversity in categories over time, with certain categories receiving concentrated attention during specific periods." }, { "dim_process": 18, "seq_idx": 1164, "seq_len": 41, "time_since_start": [ 0.0, 0.5714285714285714, 1.5714285714285714, 2.5714285714285716, 2.857142857142857, 3.5714285714285716, 3.7142857142857144, 4.571428571428571, 4.714285714285714, 5.428571428571429, 5.571428571428571, 6.428571428571429, 6.571428571428571, 7.571428571428571, 7.857142857142857, 8.428571428571429, 8.571428571428571, 9.571428571428571, 9.857142857142858, 10.0, 10.571428571428571, 10.714285714285714, 11.0, 11.571428571428571, 11.857142857142858, 12.0, 12.285714285714286, 12.571428571428571, 13.571428571428571, 14.571428571428571, 15.571428571428571, 16.571428571428573, 16.857142857142858, 17.428571428571427, 17.571428571428573, 18.571428571428573, 21.714285714285715, 22.428571428571427, 23.428571428571427, 24.428571428571427, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 1.0, 1.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 1.0, 1.0, 1.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.0, 3.142857142857143, 0.7142857142857143, 1.0, 1.0, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 17, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Cell Phones and Accessories", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted in the initial weeks, continuing steadily over time. The reviews for \"Books\" cluster closely together, particularly in the first 18 weeks, with a notable gap before a single review for \"Cell Phones and Accessories\" is submitted around week 21. Following the review for cell phones, there is a return to the \"Books\" category, indicating a sustained interest in that category after the brief interlude. Overall, the trend indicates a strong and persistent engagement with books, with only one instance of reviewing a different category during the observed period." }, { "dim_process": 18, "seq_idx": 1165, "seq_len": 54, "time_since_start": [ 0.0, 1.1428571428571428, 1.2857142857142858, 2.0, 2.0, 2.0, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.0, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 5.0, 5.142857142857143, 5.571428571428571, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.428571428571429, 8.0, 9.0, 9.0, 9.571428571428571, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.714285714285714, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.0, 14.142857142857142, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.857142857142858 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 0.0, 0.5714285714285714, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 2.5714285714285716, 0.0, 0.0, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 16, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 14, 4, 10, 10, 10, 11, 4, 16, 10, 10, 10, 4, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 4, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Electronics", "Books", "Books", "Books", "Home and Kitchen", "Electronics", "Kindle Store", "Books", "Books", "Books", "Electronics", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Electronics", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a significant number of reviews submitted consistently over the initial weeks. The user begins with reviews predominantly in the \"Books\" category, with a few reviews in \"Kindle Store\" and \"Other\" occurring around the second week. There is a noticeable shift around the seventh week when reviews for \"Movies and TV\" and \"Electronics\" appear, although \"Books\" continue to dominate the reviews throughout the sequence. Towards the end of the timeline, there is a resurgence of reviews in the \"Kindle Store\" and \"Electronics\" categories, but \"Books\" remain the most frequently reviewed category throughout the entire period." }, { "dim_process": 18, "seq_idx": 1166, "seq_len": 41, "time_since_start": [ 0.0, 0.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 4.428571428571429, 4.428571428571429, 5.714285714285714, 5.714285714285714, 6.0, 6.142857142857143, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.285714285714286, 8.714285714285714, 9.0, 9.428571428571429, 9.857142857142858, 10.0, 10.714285714285714, 10.857142857142858, 11.428571428571429, 12.285714285714286, 12.428571428571429, 13.142857142857142, 13.428571428571429, 14.714285714285714, 14.857142857142858, 15.428571428571429, 15.571428571428571, 16.142857142857142, 16.571428571428573, 18.142857142857142, 19.714285714285715, 20.142857142857142, 20.571428571428573, 20.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.0, 1.2857142857142858, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.5714285714285714, 1.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 1, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 17 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Tools and Home Improvement", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Cell Phones and Accessories" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a significant number of reviews submitted consistently over time, particularly in the early weeks. There is a notable cluster of \"Books\" reviews occurring from the start until around week 20, with only a few reviews in other categories appearing intermittently. The user begins to diversify their reviews with entries in the \"Kindle Store,\" \"Tools and Home Improvement,\" \"Office Products,\" and \"Electronics\" categories after several weeks, but these events are less frequent compared to the dominant pattern of reviewing books. Overall, the trend indicates a sustained interest in books, with other categories being addressed later in the timeline." }, { "dim_process": 18, "seq_idx": 1167, "seq_len": 56, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.5714285714285716, 3.5714285714285716, 3.857142857142857, 4.0, 4.571428571428571, 4.857142857142857, 5.571428571428571, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 9.0, 9.571428571428571, 10.0, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.0, 12.285714285714286, 13.0, 13.0, 13.714285714285714, 17.0, 17.285714285714285, 17.428571428571427, 18.285714285714285, 18.428571428571427, 19.142857142857142, 19.428571428571427, 19.428571428571427, 21.142857142857142, 21.428571428571427, 21.571428571428573, 22.285714285714285, 22.571428571428573, 23.142857142857142, 23.714285714285715, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.7142857142857143, 3.2857142857142856, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 1.7142857142857142, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews for the \"Books\" category, which occur consistently throughout the timeline, particularly in the initial weeks. The \"Kindle Store\" reviews appear less frequently and are clustered primarily in the later part of the timeline, with several occurring in close succession. Notably, there are periods of concentrated activity for both categories, with several reviews submitted in a short span of time, particularly for \"Books.\" Overall, the trend indicates a strong focus on book reviews early on, with a gradual increase in Kindle Store reviews as time progresses." }, { "dim_process": 18, "seq_idx": 1168, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.8571428571428572, 2.142857142857143, 2.7142857142857144, 2.857142857142857, 3.7142857142857144, 4.571428571428571, 4.714285714285714, 5.285714285714286, 6.714285714285714, 7.0, 7.714285714285714, 8.142857142857142, 8.714285714285714, 9.142857142857142, 9.714285714285714, 9.857142857142858, 10.142857142857142, 11.0, 12.0, 13.0, 13.857142857142858, 14.857142857142858, 15.571428571428571, 15.714285714285714, 16.571428571428573, 16.714285714285715, 18.428571428571427, 18.571428571428573, 18.714285714285715, 20.714285714285715, 21.0, 21.857142857142858, 22.142857142857142, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.0, 1.0, 0.8571428571428571, 1.0, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 2.0, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 2.7142857142857144 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with all entries occurring within a span of approximately 25 weeks. The reviews are submitted consistently, particularly in the earlier weeks, with a noticeable clustering of reviews around the 0 to 10-week mark. After this initial period, the frequency of submissions appears to decrease, with fewer reviews submitted in the later weeks, although there are still sporadic submissions up to the 25-week mark. Overall, the trend indicates a high volume of reviews early in the sequence, followed by a gradual decline in activity." }, { "dim_process": 18, "seq_idx": 1169, "seq_len": 47, "time_since_start": [ 0.0, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 2.857142857142857, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.428571428571429, 6.857142857142857, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 8.857142857142858, 8.857142857142858, 9.0, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.285714285714286, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.0, 13.285714285714286, 13.571428571428571, 15.571428571428571, 15.571428571428571, 15.571428571428571, 15.714285714285714, 15.714285714285714, 15.714285714285714, 15.714285714285714, 18.428571428571427, 19.285714285714285, 19.285714285714285, 20.428571428571427, 20.428571428571427 ], "time_since_last_event": [ 0.0, 2.4285714285714284, 0.14285714285714285, 0.2857142857142857, 0.0, 1.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 2.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 2.7142857142857144, 0.8571428571428571, 0.0, 1.1428571428571428, 0.0 ], "type_event": [ 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 1, 8, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 12, 11, 17, 7, 9, 15, 2, 11, 16, 10, 11, 15 ], "type_text": [ "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Home and Kitchen", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Office Products", "Clothing Shoes and Jewelry", "Pet Supplies", "Home and Kitchen", "Kindle Store", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a clear initial focus on the \"Books\" category, with a high frequency of reviews submitted in the first several weeks. As time progresses, there is a gradual introduction of reviews from other categories, such as \"Home and Kitchen,\" \"Clothing Shoes and Jewelry,\" and \"Toys and Games,\" which appear later in the timeline. Notably, the reviews for non-book categories cluster around the 15-week mark, indicating a shift in the user's review behavior. After this period, there is a return to reviewing books, alongside continued engagement with home and kitchen products and other categories. Overall, the pattern suggests a predominant interest in books early on, followed by diversification into other product categories." }, { "dim_process": 18, "seq_idx": 1170, "seq_len": 55, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.5714285714285716, 2.857142857142857, 3.0, 3.5714285714285716, 3.7142857142857144, 4.571428571428571, 5.571428571428571, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.571428571428571, 7.428571428571429, 8.0, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.571428571428571, 10.428571428571429, 10.571428571428571, 11.142857142857142, 11.142857142857142, 11.571428571428571, 11.714285714285714, 12.571428571428571, 12.714285714285714, 13.571428571428571, 14.857142857142858, 15.428571428571429, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.571428571428573, 18.0, 18.0, 18.714285714285715, 19.428571428571427, 19.428571428571427, 19.428571428571427, 20.571428571428573, 21.571428571428573, 22.714285714285715, 22.714285714285715, 24.0, 24.142857142857142, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 1.0, 0.5714285714285714, 0.0, 0.0, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.0, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.4285714285714286, 0.0, 0.7142857142857143, 0.7142857142857143, 0.0, 0.0, 1.1428571428571428, 1.0, 1.1428571428571428, 0.0, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 1, 10, 10, 10, 10, 10, 9, 15, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 15, 17, 7, 15, 3, 10, 10, 12, 15, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Office Products", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Books", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong initial focus on the \"Books\" category, with multiple reviews clustered within the first few weeks. After a significant period dominated by book reviews, there is a brief introduction of other categories such as \"Office Products,\" \"Tools and Home Improvement,\" and \"Clothing Shoes and Jewelry,\" all occurring around the 6-week mark. Following this, \"Books\" resumes its dominance, with reviews continuing to be submitted consistently over the next several weeks. Towards the end of the timeline, there is a slight diversification into categories like \"Electronics\" and \"Grocery and Gourmet Food,\" but \"Books\" remains the most frequently reviewed category throughout the sequence." }, { "dim_process": 18, "seq_idx": 1171, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.0, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.714285714285714, 6.0, 6.0, 6.0, 6.0, 6.0, 6.0, 6.0, 6.0, 6.0, 6.0, 6.0, 6.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 0, 8, 11, 5, 10, 13, 14, 4, 1, 15, 0, 1, 4, 11, 5, 15, 0, 8, 11, 15, 10, 0, 8, 1, 2, 5, 0, 3, 1, 2, 0, 14, 9, 6, 11, 8, 10, 15, 5, 0 ], "type_text": [ "Other", "Toys and Games", "Home and Kitchen", "Automotive", "Books", "Patio Lawn and Garden", "Movies and TV", "Electronics", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Other", "Tools and Home Improvement", "Electronics", "Home and Kitchen", "Automotive", "Clothing Shoes and Jewelry", "Other", "Toys and Games", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Other", "Toys and Games", "Tools and Home Improvement", "Pet Supplies", "Automotive", "Other", "Arts Crafts and Sewing", "Tools and Home Improvement", "Pet Supplies", "Other", "Movies and TV", "Office Products", "Industrial and Scientific", "Home and Kitchen", "Toys and Games", "Books", "Clothing Shoes and Jewelry", "Automotive", "Other" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted at the same initial time point, indicating a broad interest across multiple sectors. After five weeks, there is a cluster of reviews again across various categories, maintaining the diversity seen initially. By week 5.71, the reviews continue to show a mix of categories, with some repetition of previously reviewed types, suggesting sustained engagement with specific products. In week 6, the pattern of diverse category reviews continues, with a notable increase in the total number of reviews submitted, indicating an ongoing trend of active participation in reviewing products across a wide array of categories. Overall, the reviews are characterized by initial diversity, followed by sustained engagement with a variety of categories over time." }, { "dim_process": 18, "seq_idx": 1172, "seq_len": 49, "time_since_start": [ 0.0, 0.14285714285714285, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.7142857142857144, 4.0, 4.428571428571429, 5.0, 5.571428571428571, 5.714285714285714, 6.571428571428571, 6.714285714285714, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.571428571428571, 9.142857142857142, 9.285714285714286, 10.0, 10.0, 11.0, 12.0, 13.285714285714286, 13.428571428571429, 14.428571428571429, 14.571428571428571, 15.714285714285714, 15.714285714285714, 16.142857142857142, 17.0, 17.285714285714285, 17.285714285714285, 18.142857142857142, 18.285714285714285, 18.285714285714285, 18.285714285714285, 19.0, 23.142857142857142, 23.142857142857142, 23.714285714285715, 24.0, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.0, 1.0, 1.0, 1.2857142857142858, 0.14285714285714285, 1.0, 0.14285714285714285, 1.1428571428571428, 0.0, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.0, 0.7142857142857143, 4.142857142857143, 0.0, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 7, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2, 10, 10, 0, 10, 10, 0, 0, 10, 0, 10, 7, 10, 10, 10, 11, 7, 10, 7, 10, 2, 10, 0 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Other", "Books", "Books", "Other", "Other", "Books", "Other", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Books", "Pet Supplies", "Books", "Other" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted over time, particularly in the early weeks. Reviews for \"Grocery and Gourmet Food\" appear intermittently, often clustered around the 1 to 3-week mark and again around the 17-week mark. Other categories, such as \"Pet Supplies\" and \"Other,\" are less frequent and tend to appear later in the timeline, particularly after the 10-week mark. Overall, the majority of reviews are concentrated in the earlier weeks, with a gradual introduction of other categories as time progresses." }, { "dim_process": 18, "seq_idx": 1173, "seq_len": 47, "time_since_start": [ 0.0, 0.0, 1.1428571428571428, 1.8571428571428572, 1.8571428571428572, 3.4285714285714284, 3.4285714285714284, 4.571428571428571, 5.285714285714286, 5.285714285714286, 7.142857142857143, 8.142857142857142, 8.142857142857142, 8.142857142857142, 8.428571428571429, 8.714285714285714, 8.714285714285714, 9.142857142857142, 9.142857142857142, 9.428571428571429, 9.428571428571429, 10.0, 10.142857142857142, 11.0, 11.0, 11.0, 11.142857142857142, 12.0, 12.571428571428571, 12.571428571428571, 14.0, 14.0, 15.142857142857142, 15.571428571428571, 15.857142857142858, 15.857142857142858, 16.285714285714285, 16.571428571428573, 16.571428571428573, 18.285714285714285, 18.571428571428573, 19.285714285714285, 20.142857142857142, 20.857142857142858, 22.571428571428573, 23.714285714285715, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 1.1428571428571428, 0.7142857142857143, 0.0, 1.5714285714285714, 0.0, 1.1428571428571428, 0.7142857142857143, 0.0, 1.8571428571428572, 1.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.0, 0.0, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.0, 1.4285714285714286, 0.0, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 1.7142857142857142, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.7142857142857143, 1.7142857142857142, 1.1428571428571428, 0.7142857142857143 ], "type_event": [ 12, 8, 12, 7, 8, 7, 11, 15, 12, 8, 7, 15, 7, 12, 0, 12, 2, 9, 12, 8, 12, 7, 11, 15, 10, 11, 11, 15, 7, 8, 7, 11, 7, 7, 7, 10, 7, 7, 8, 7, 7, 0, 15, 8, 7, 11, 9 ], "type_text": [ "Sports and Outdoors", "Toys and Games", "Sports and Outdoors", "Grocery and Gourmet Food", "Toys and Games", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Toys and Games", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Sports and Outdoors", "Other", "Sports and Outdoors", "Pet Supplies", "Office Products", "Sports and Outdoors", "Toys and Games", "Sports and Outdoors", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Toys and Games", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Toys and Games", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Other", "Clothing Shoes and Jewelry", "Toys and Games", "Grocery and Gourmet Food", "Home and Kitchen", "Office Products" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with a noticeable clustering of reviews in the Grocery and Gourmet Food category, particularly in the later weeks. Initially, reviews are more varied, including Sports and Outdoors, Toys and Games, and Grocery and Gourmet Food, but as time progresses, there is a significant increase in the frequency of Grocery and Gourmet Food reviews. Additionally, Clothing Shoes and Jewelry and Home and Kitchen categories appear consistently throughout the timeline, with multiple reviews submitted in close succession. Overall, the trend indicates an early diversity in categories followed by a predominant focus on Grocery and Gourmet Food in the later weeks." }, { "dim_process": 18, "seq_idx": 1174, "seq_len": 99, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.0, 1.1428571428571428, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 7.142857142857143, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 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0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted over an extended period. The reviews cluster closely together in the early weeks, particularly within the first 20 weeks, with a noticeable peak in frequency before gradually tapering off. A shift occurs around week 22, where a review in the \"Kindle Store\" category is introduced, followed by a return to the \"Books\" category. Overall, the user maintains a steady pattern of reviewing books throughout the timeline, with a slight diversification in the category towards the end." }, { "dim_process": 18, "seq_idx": 1175, "seq_len": 89, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 1.0, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.4285714285714284, 2.7142857142857144, 3.857142857142857, 3.857142857142857, 4.142857142857143, 4.571428571428571, 5.0, 5.285714285714286, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.571428571428571, 6.571428571428571, 7.0, 7.0, 7.285714285714286, 7.285714285714286, 7.428571428571429, 8.571428571428571, 8.571428571428571, 9.0, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.428571428571429, 10.571428571428571, 10.571428571428571, 10.714285714285714, 10.714285714285714, 11.142857142857142, 11.285714285714286, 11.714285714285714, 11.857142857142858, 12.0, 13.142857142857142, 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0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285 ], "type_event": [ 7, 0, 15, 10, 15, 15, 10, 2, 15, 11, 10, 12, 15, 10, 2, 14, 2, 8, 9, 15, 0, 10, 15, 10, 2, 7, 11, 10, 13, 11, 5, 2, 10, 15, 13, 10, 0, 9, 10, 0, 10, 10, 11, 12, 8, 0, 13, 10, 11, 9, 15, 10, 11, 0, 10, 15, 4, 10, 13, 4, 8, 10, 11, 11, 11, 17, 11, 13, 8, 12, 11, 7, 15, 0, 11, 10, 7, 8, 11, 10, 15, 4, 11, 15, 0, 9, 12, 0, 15 ], "type_text": [ "Grocery and Gourmet Food", "Other", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Pet Supplies", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Pet Supplies", "Movies and TV", "Pet Supplies", "Toys and Games", "Office Products", "Clothing Shoes and Jewelry", "Other", "Books", "Clothing Shoes and Jewelry", "Books", "Pet Supplies", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Patio Lawn and Garden", "Home and Kitchen", "Automotive", "Pet Supplies", "Books", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Books", "Other", "Office Products", "Books", "Other", "Books", "Books", "Home and Kitchen", "Sports and Outdoors", "Toys and Games", "Other", "Patio Lawn and Garden", "Books", "Home and Kitchen", "Office Products", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Other", "Books", "Clothing Shoes and Jewelry", "Electronics", "Books", "Patio Lawn and Garden", "Electronics", "Toys and Games", "Books", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Cell Phones and Accessories", "Home and Kitchen", "Patio Lawn and Garden", "Toys and Games", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Toys and Games", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Electronics", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Office Products", "Sports and Outdoors", "Other", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with a notable emphasis on Clothing, Shoes and Jewelry, Books, and Home and Kitchen. Initially, reviews for Grocery and Gourmet Food and Other categories appear, followed by a cluster of Clothing and Books in the first few weeks. As time progresses, the reviews for Home and Kitchen become more frequent, particularly in the later weeks, while Toys and Games and Electronics also emerge as notable categories. There is a consistent pattern of reviews for Books throughout the timeline, with multiple entries occurring in close succession, particularly in the mid to later weeks." }, { "dim_process": 18, "seq_idx": 1176, "seq_len": 49, "time_since_start": [ 0.0, 0.0, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 2.4285714285714284, 3.2857142857142856, 3.2857142857142856, 4.142857142857143, 5.142857142857143, 5.142857142857143, 5.571428571428571, 5.571428571428571, 5.571428571428571, 6.142857142857143, 7.428571428571429, 9.0, 9.142857142857142, 10.0, 10.285714285714286, 10.571428571428571, 11.142857142857142, 11.571428571428571, 12.0, 12.0, 12.285714285714286, 13.285714285714286, 13.571428571428571, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.571428571428571, 16.142857142857142, 16.428571428571427, 17.0, 17.0, 17.142857142857142, 17.285714285714285, 18.285714285714285, 19.285714285714285, 19.571428571428573, 21.0, 21.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 1.0, 0.8571428571428571, 0.0, 0.8571428571428571, 1.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.5714285714285714, 1.2857142857142858, 1.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.0, 0.2857142857142857, 1.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 1.0, 1.0, 0.2857142857142857, 1.4285714285714286, 0.2857142857142857 ], "type_event": [ 3, 10, 2, 11, 14, 10, 7, 15, 10, 10, 10, 11, 10, 10, 2, 10, 0, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 10, 10, 7, 10, 10, 10, 10, 10, 10, 10, 2, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Arts Crafts and Sewing", "Books", "Pet Supplies", "Home and Kitchen", "Movies and TV", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Pet Supplies", "Books", "Other", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows that the user predominantly reviews books throughout the timeline, with a significant concentration of reviews occurring in the early weeks and continuing consistently over time. Other categories, such as Pet Supplies and Home and Kitchen, are reviewed at specific points but are less frequent compared to books. The reviews for Grocery and Gourmet Food appear later in the sequence, indicating a slight clustering around the 12 to 14-week mark. Overall, the trend indicates a strong emphasis on books, with other categories appearing sporadically." }, { "dim_process": 18, "seq_idx": 1177, "seq_len": 45, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.5714285714285714, 2.0, 2.4285714285714284, 3.142857142857143, 3.4285714285714284, 4.142857142857143, 4.857142857142857, 5.142857142857143, 6.0, 7.0, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.571428571428571, 11.142857142857142, 12.142857142857142, 13.142857142857142, 13.428571428571429, 13.714285714285714, 14.857142857142858, 15.428571428571429, 16.0, 16.142857142857142, 16.428571428571427, 17.0, 17.0, 17.285714285714285, 17.428571428571427, 17.571428571428573, 18.0, 18.428571428571427, 18.714285714285715, 19.285714285714285, 22.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0, 1.0, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 2.7142857142857144 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 13, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a high frequency of reviews submitted over an extended period. Most reviews occur within the first 19 weeks, with a notable cluster of reviews in the early weeks, gradually tapering off as time progresses. A single review for \"Patio Lawn and Garden\" appears later in the sequence, specifically after a significant number of book reviews. Additionally, there is a brief mention of the \"Kindle Store\" around the 17-week mark, but the predominant trend remains centered on books throughout the timeline." }, { "dim_process": 18, "seq_idx": 1178, "seq_len": 68, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.0, 1.1428571428571428, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.0, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 5.142857142857143, 5.285714285714286, 5.714285714285714, 6.0, 6.428571428571429, 7.0, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.142857142857142, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.571428571428571, 11.0, 11.142857142857142, 11.285714285714286, 12.142857142857142, 12.285714285714286, 13.0, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.571428571428571, 15.428571428571429, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.142857142857142, 17.285714285714285, 18.428571428571427, 19.142857142857142, 19.285714285714285, 19.428571428571427, 20.142857142857142, 20.428571428571427, 21.857142857142858, 22.428571428571427, 24.0, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.4285714285714286, 0.5714285714285714, 1.5714285714285714, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which is consistently reviewed over a lengthy period, with a notable concentration of reviews occurring in the earlier weeks. The \"Kindle Store\" reviews appear sporadically, primarily clustered around the 5-week mark and again around the 24-week mark. Overall, the pattern shows a sustained focus on books, with occasional reviews of the Kindle Store interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 1179, "seq_len": 48, "time_since_start": [ 0.0, 0.42857142857142855, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 3.0, 3.4285714285714284, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.142857142857143, 5.285714285714286, 6.571428571428571, 7.142857142857143, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.714285714285714, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.714285714285714, 12.0, 12.0, 12.142857142857142, 13.428571428571429, 13.571428571428571, 14.857142857142858, 15.428571428571429, 15.714285714285714, 17.428571428571427, 17.571428571428573, 17.714285714285715, 18.0, 18.857142857142858, 19.428571428571427, 19.571428571428573, 19.714285714285715, 20.0, 20.142857142857142, 22.142857142857142, 22.857142857142858, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.5714285714285714, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.0, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 1.2857142857142858, 0.5714285714285714, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 2.0, 0.7142857142857143, 0.42857142857142855 ], "type_event": [ 7, 0, 9, 7, 10, 7, 10, 10, 7, 7, 7, 7, 0, 10, 10, 0, 2, 10, 10, 6, 10, 7, 10, 10, 10, 2, 10, 0, 7, 7, 1, 1, 7, 7, 15, 10, 11, 15, 7, 15, 7, 2, 12, 10, 7, 15, 0, 0 ], "type_text": [ "Grocery and Gourmet Food", "Other", "Office Products", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Books", "Books", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Other", "Books", "Books", "Other", "Pet Supplies", "Books", "Books", "Industrial and Scientific", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Pet Supplies", "Books", "Other", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Tools and Home Improvement", "Tools and Home Improvement", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Pet Supplies", "Sports and Outdoors", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Other", "Other" ], "description": "The sequence of product reviews begins with a focus on Grocery and Gourmet Food, which appears frequently in the early weeks. Other categories, such as Books and Pet Supplies, emerge later in the timeline, with Books becoming particularly prominent in the middle to later weeks. There is a notable clustering of Grocery and Gourmet Food reviews, especially in the first half of the sequence, while Clothing Shoes and Jewelry reviews appear more towards the latter part. Additionally, Other reviews are spread throughout, with a slight increase in frequency towards the end of the sequence." }, { "dim_process": 18, "seq_idx": 1180, "seq_len": 50, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.0, 2.0, 2.142857142857143, 3.142857142857143, 3.4285714285714284, 3.4285714285714284, 3.857142857142857, 4.0, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.714285714285714, 4.857142857142857, 4.857142857142857, 5.0, 5.0, 5.142857142857143, 5.714285714285714, 5.714285714285714, 6.0, 6.142857142857143, 10.428571428571429, 10.857142857142858, 11.428571428571429, 11.571428571428571, 14.428571428571429, 14.428571428571429, 15.0, 15.0, 15.142857142857142, 15.571428571428571, 15.571428571428571, 16.285714285714285, 17.857142857142858, 18.142857142857142, 18.285714285714285, 18.571428571428573, 19.0, 20.142857142857142, 20.428571428571427, 20.571428571428573, 23.142857142857142, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 0.14285714285714285, 1.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 4.285714285714286, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 2.857142857142857, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.7142857142857143, 1.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 2.5714285714285716, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 16, 16, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 7, 16, 10, 10, 10, 10, 10, 17, 16, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Grocery and Gourmet Food", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Cell Phones and Accessories", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted in the early weeks and continuing steadily over time. The \"Kindle Store\" reviews begin to appear around the third week and increase in frequency, particularly clustered around the fourth and fifth weeks. Other categories, such as \"Grocery and Gourmet Food\" and \"Cell Phones and Accessories,\" are introduced later in the sequence, indicating a shift in review topics. Overall, the pattern reveals a strong initial emphasis on books, with a gradual incorporation of Kindle Store reviews and occasional entries from other categories." }, { "dim_process": 18, "seq_idx": 1181, "seq_len": 52, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.8571428571428572, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 6.0, 6.714285714285714, 7.0, 7.571428571428571, 8.0, 8.285714285714286, 8.857142857142858, 9.0, 9.285714285714286, 9.857142857142858, 10.0, 10.285714285714286, 10.714285714285714, 11.0, 12.0, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.714285714285714, 13.857142857142858, 14.0, 15.142857142857142, 15.714285714285714, 15.857142857142858, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.0, 17.285714285714285, 17.571428571428573, 18.285714285714285, 18.571428571428573, 19.0, 19.142857142857142, 22.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 2.857142857142857 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a single review in the \"Kindle Store\" occurring early in the timeline. Most reviews are clustered within the first 20 weeks, with a notable concentration in the initial weeks. After the first few weeks, the frequency of reviews remains relatively steady, with no significant gaps in the later weeks, indicating a sustained engagement with the \"Books\" category over time. The final review occurs at week 22, marking the end of this sequence." }, { "dim_process": 18, "seq_idx": 1182, "seq_len": 48, "time_since_start": [ 0.0, 2.2857142857142856, 3.0, 3.2857142857142856, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.571428571428571, 6.714285714285714, 7.714285714285714, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.571428571428571, 10.714285714285714, 11.142857142857142, 11.285714285714286, 12.0, 12.142857142857142, 13.142857142857142, 13.285714285714286, 13.714285714285714, 14.285714285714286, 15.0, 15.142857142857142, 15.857142857142858, 16.0, 16.142857142857142, 16.428571428571427, 17.0, 17.285714285714285, 17.428571428571427, 17.571428571428573, 18.0, 19.0, 19.142857142857142, 20.142857142857142, 21.0, 21.428571428571427, 22.428571428571427, 23.857142857142858 ], "time_since_last_event": [ 0.0, 2.2857142857142856, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.0, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.14285714285714285, 1.0, 0.8571428571428571, 0.42857142857142855, 1.0, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user shows a consistent pattern of reviews primarily focused on books, with no variation in category throughout the timeline. Reviews are submitted frequently in the initial weeks, with a notable clustering of submissions occurring between weeks 4 and 6. Following this period, the frequency of reviews remains relatively steady, with occasional clusters occurring again around weeks 17 and 21. Overall, the reviews are predominantly concentrated in the earlier part of the timeline, with a gradual tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 1183, "seq_len": 51, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.5714285714285714, 2.0, 2.7142857142857144, 3.0, 3.4285714285714284, 4.714285714285714, 4.857142857142857, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.142857142857143, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 10.714285714285714, 11.571428571428571, 12.428571428571429, 13.142857142857142, 13.714285714285714, 13.857142857142858, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.285714285714286, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.714285714285715, 17.0, 17.714285714285715, 18.285714285714285, 20.0, 20.714285714285715, 21.714285714285715 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.8571428571428571, 0.8571428571428571, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 1.7142857142857142, 0.7142857142857143, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews for books, which dominate the timeline, occurring consistently from the start and continuing throughout the sequence. There is a brief introduction of reviews for the Kindle Store around the 6-week mark, but these are limited and do not significantly alter the overall trend. The reviews for books show a pattern of clustering, particularly in the earlier weeks, with a gradual continuation into later weeks, maintaining a steady frequency. The sequence concludes with a sustained focus on books, with no additional categories introduced after the initial Kindle Store entries." }, { "dim_process": 18, "seq_idx": 1184, "seq_len": 66, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.857142857142857, 4.0, 4.571428571428571, 5.0, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.285714285714286, 6.714285714285714, 7.0, 7.142857142857143, 7.571428571428571, 8.0, 8.428571428571429, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.571428571428571, 10.428571428571429, 10.857142857142858, 11.0, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.571428571428571, 14.142857142857142, 14.571428571428571, 15.0, 15.285714285714286, 15.571428571428571, 15.714285714285714, 16.0, 16.285714285714285, 16.571428571428573, 16.714285714285715, 17.0, 17.142857142857142, 17.571428571428573, 17.714285714285715, 18.0, 18.142857142857142, 21.571428571428573, 21.857142857142858, 22.142857142857142, 23.857142857142858, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 3.4285714285714284, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features a consistent focus on the \"Books\" category, with a significant number of reviews submitted in close temporal proximity, particularly in the initial weeks. The reviews for \"Books\" are clustered heavily in the early part of the timeline, with occasional gaps before new submissions continue to appear over time. A single review for \"Clothing Shoes and Jewelry\" occurs later in the sequence, specifically after a prolonged period of reviewing books. The reviews maintain a steady pattern throughout, with only minor fluctuations in timing and a clear predominance of book reviews throughout the entire duration." }, { "dim_process": 18, "seq_idx": 1185, "seq_len": 44, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.0, 4.857142857142857, 5.0, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.857142857142857, 8.428571428571429, 8.714285714285714, 9.142857142857142, 9.142857142857142, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.857142857142858, 12.142857142857142, 13.714285714285714, 13.857142857142858, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 1.8571428571428572, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 11.571428571428571 ], "type_event": [ 10, 16, 10, 10, 16, 16, 10, 16, 16, 16, 16, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 1, 8, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Toys and Games", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a mix of Books and Kindle Store reviews in the initial weeks, with a noticeable concentration of Kindle Store entries occurring between weeks 1 and 3. As time progresses, there is a significant increase in the number of Books reviews, particularly around weeks 4 to 13, with a peak in frequency during this period. After week 13, the pattern shifts back to a focus on Books, with a notable review occurring at week 25, indicating a sustained interest in this category over time. Other categories, such as Tools and Home Improvement, Toys and Games, and Grocery and Gourmet Food, appear briefly around week 9 but do not dominate the overall sequence." }, { "dim_process": 18, "seq_idx": 1186, "seq_len": 48, "time_since_start": [ 0.0, 0.5714285714285714, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 4.428571428571429, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.571428571428571, 7.0, 7.142857142857143, 7.285714285714286, 8.285714285714286, 9.142857142857142, 9.714285714285714, 10.0, 10.571428571428571, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.0, 15.428571428571429, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.714285714285715, 17.285714285714285, 17.428571428571427, 17.857142857142858, 18.0, 20.0, 20.571428571428573, 22.0, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.0, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 2.0, 0.5714285714285714, 1.4285714285714286, 2.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a high frequency of reviews submitted in this category occurring consistently over time. The reviews for \"Kindle Store\" are less frequent and appear intermittently, primarily clustered around the 3-week, 12-week, and 20-week marks. There is a notable concentration of \"Books\" reviews in the earlier weeks, with a gradual decline in frequency as the sequence progresses, while \"Kindle Store\" reviews tend to appear more sporadically throughout the timeline. Overall, the pattern indicates a sustained interest in books with occasional reviews for the Kindle Store." }, { "dim_process": 18, "seq_idx": 1187, "seq_len": 45, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.4285714285714286, 1.5714285714285714, 2.0, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.142857142857143, 5.0, 5.142857142857143, 5.571428571428571, 5.714285714285714, 6.0, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.571428571428571, 7.857142857142857, 8.0, 9.285714285714286, 10.0, 10.285714285714286, 10.571428571428571, 11.0, 11.142857142857142, 11.428571428571429, 12.428571428571429, 12.857142857142858, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.571428571428571, 15.0, 15.142857142857142, 15.428571428571429, 16.714285714285715, 16.857142857142858, 17.0, 18.857142857142858 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 8, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 0 ], "type_text": [ "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Other" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. After a few weeks, there is a brief introduction of reviews in the \"Other\" category, followed by a continued emphasis on \"Books\" for an extended period. The \"Kindle Store\" category starts to appear around the 11-week mark and continues to be reviewed intermittently alongside \"Books.\" The sequence concludes with a return to the \"Other\" category, indicating a shift in focus after a prolonged period dominated by book reviews. Overall, the trend shows a consistent preference for books, with other categories appearing less frequently and clustered at specific intervals." }, { "dim_process": 18, "seq_idx": 1188, "seq_len": 44, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.7142857142857142, 2.0, 2.4285714285714284, 3.7142857142857144, 4.0, 4.571428571428571, 4.857142857142857, 6.428571428571429, 6.714285714285714, 7.0, 7.428571428571429, 7.714285714285714, 8.0, 8.142857142857142, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.571428571428571, 10.857142857142858, 11.0, 11.714285714285714, 12.0, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.285714285714286, 13.714285714285714, 14.428571428571429, 14.714285714285714, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.571428571428573, 17.714285714285715, 19.0, 20.714285714285715, 20.857142857142858, 21.0, 21.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 1.0, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with all entries categorized under this type. The reviews are submitted consistently over time, with a notable clustering of events occurring in the earlier weeks, particularly within the first 14 weeks. After this initial period, the frequency of reviews appears to decrease, with fewer submissions noted in the later weeks. Overall, the trend indicates a sustained interest in reviewing books, primarily concentrated in the initial stages of the timeline." }, { "dim_process": 18, "seq_idx": 1189, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.7142857142857142, 2.7142857142857144, 2.857142857142857, 3.4285714285714284, 4.0, 4.142857142857143, 4.142857142857143, 4.857142857142857, 5.714285714285714, 6.285714285714286, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.714285714285714, 9.142857142857142, 9.428571428571429, 10.142857142857142, 11.142857142857142, 11.142857142857142, 11.285714285714286, 14.571428571428571, 14.571428571428571, 15.0, 15.285714285714286, 15.571428571428571, 16.0, 16.428571428571427, 17.714285714285715, 18.428571428571427, 18.571428571428573, 21.714285714285715, 21.857142857142858, 22.285714285714285, 22.571428571428573, 24.142857142857142, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.0, 0.7142857142857143, 0.8571428571428571, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 1.0, 0.0, 0.14285714285714285, 3.2857142857142856, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 0.7142857142857143, 0.14285714285714285, 3.142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 0.42857142857142855 ], "type_event": [ 10, 11, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10 ], "type_text": [ "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently throughout the timeline. The \"Kindle Store\" category appears less frequently, primarily clustered around specific weeks, particularly at the beginning and towards the end of the sequence. Early in the timeline, there is a mix of \"Books\" and \"Home and Kitchen,\" but as time progresses, the reviews increasingly concentrate on \"Books,\" with occasional entries for \"Kindle Store\" interspersed. Overall, the trend indicates a sustained interest in \"Books\" over time, with \"Kindle Store\" reviews occurring at intervals rather than consistently." }, { "dim_process": 18, "seq_idx": 1190, "seq_len": 51, "time_since_start": [ 0.0, 0.14285714285714285, 3.5714285714285716, 4.142857142857143, 6.714285714285714, 7.142857142857143, 9.571428571428571, 9.714285714285714, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.571428571428571, 12.142857142857142, 12.428571428571429, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.0, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.857142857142858, 14.857142857142858, 14.857142857142858, 15.0, 15.285714285714286, 15.571428571428571, 16.0, 16.142857142857142, 16.285714285714285, 16.571428571428573, 17.285714285714285, 17.285714285714285, 18.571428571428573, 19.142857142857142, 19.285714285714285, 19.428571428571427, 19.571428571428573, 20.0, 20.285714285714285, 20.714285714285715, 21.0, 21.428571428571427, 21.857142857142858, 23.142857142857142, 23.857142857142858, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 3.4285714285714284, 0.5714285714285714, 2.5714285714285716, 0.42857142857142855, 2.4285714285714284, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.5714285714285714, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 0.7142857142857143, 0.42857142857142855 ], "type_event": [ 10, 11, 10, 10, 10, 15, 16, 10, 15, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 11, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 16, 16, 10, 10, 10, 16, 10, 16, 16, 16, 16 ], "type_text": [ "Books", "Home and Kitchen", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple entries occurring throughout the timeline, particularly clustering in the early weeks. \"Kindle Store\" reviews also appear frequently, especially in the latter part of the sequence, indicating a trend towards digital reading options over time. The \"Home and Kitchen\" and \"Clothing Shoes and Jewelry\" categories are reviewed less frequently and appear earlier in the timeline, suggesting a shift in the user's interests towards books and Kindle products as time progresses. Overall, there is a clear trend of increasing engagement with the \"Books\" and \"Kindle Store\" categories as the sequence unfolds." }, { "dim_process": 18, "seq_idx": 1191, "seq_len": 42, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 1.7142857142857142, 2.4285714285714284, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.857142857142857, 5.285714285714286, 6.285714285714286, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.142857142857143, 8.0, 8.285714285714286, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.285714285714286, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.0, 12.857142857142858, 14.571428571428571, 16.857142857142858, 18.142857142857142, 18.857142857142858, 19.428571428571427, 20.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.7142857142857142, 2.2857142857142856, 1.2857142857142858, 0.7142857142857143, 0.5714285714285714, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time, particularly in the early weeks. The first review of the \"Kindle Store\" category occurs around the 1.71-week mark, with subsequent reviews appearing intermittently after that, particularly clustered around the 11 to 12-week range. Overall, the reviews for \"Books\" dominate the timeline, with \"Kindle Store\" reviews occurring less frequently and primarily in specific periods. The trend indicates a sustained interest in \"Books,\" with occasional shifts to the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 1192, "seq_len": 43, "time_since_start": [ 0.0, 1.7142857142857142, 3.0, 3.0, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.571428571428571, 7.714285714285714, 7.714285714285714, 8.0, 8.142857142857142, 8.428571428571429, 9.142857142857142, 9.142857142857142, 9.571428571428571, 11.0, 11.571428571428571, 11.714285714285714, 12.714285714285714, 12.857142857142858, 13.142857142857142, 14.142857142857142, 14.142857142857142, 14.428571428571429, 14.428571428571429, 14.428571428571429, 14.428571428571429, 15.857142857142858, 16.571428571428573, 17.714285714285715, 19.571428571428573 ], "time_since_last_event": [ 0.0, 1.7142857142857142, 1.2857142857142858, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 2.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.42857142857142855, 1.4285714285714286, 0.5714285714285714, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 1.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 1.4285714285714286, 0.7142857142857143, 1.1428571428571428, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 15, 9, 11, 10, 15, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Clothing Shoes and Jewelry", "Office Products", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, there is a notable introduction of reviews for the \"Kindle Store\" around the third week, which continues intermittently throughout the sequence. After several weeks, reviews for other categories such as \"Clothing Shoes and Jewelry,\" \"Office Products,\" and \"Home and Kitchen\" appear, indicating a diversification in the user's review activity. Overall, the majority of reviews cluster around the \"Books\" category, particularly in the earlier weeks, while other categories emerge later in the timeline." }, { "dim_process": 18, "seq_idx": 1193, "seq_len": 43, "time_since_start": [ 0.0, 0.7142857142857143, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 3.4285714285714284, 3.7142857142857144, 4.0, 4.0, 4.571428571428571, 5.571428571428571, 6.428571428571429, 7.0, 7.857142857142857, 8.0, 8.428571428571429, 8.857142857142858, 9.0, 9.714285714285714, 10.0, 10.285714285714286, 11.714285714285714, 11.714285714285714, 13.0, 13.571428571428571, 14.0, 14.857142857142858, 15.428571428571429, 16.0, 16.857142857142858, 16.857142857142858, 16.857142857142858, 17.428571428571427, 17.714285714285715, 18.0, 18.714285714285715, 20.0, 21.142857142857142, 21.714285714285715, 22.0, 23.857142857142858, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 1.0, 0.8571428571428571, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 0.0, 1.2857142857142858, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 1.1428571428571428, 0.5714285714285714, 0.2857142857142857, 1.8571428571428572, 0.0 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 11, 4, 10, 10, 10, 10, 10, 16, 10, 0, 9, 4 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Electronics", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Other", "Office Products", "Electronics" ], "description": "The sequence of product reviews begins with a focus on Books, with multiple entries in the initial weeks. The user transitions to reviewing the Kindle Store shortly after, but the majority of reviews remain centered on Books for several weeks. As time progresses, there are occasional reviews of other categories such as Electronics and Home and Kitchen, but Books consistently dominate the review timeline. The frequency of reviews appears to cluster around specific timeframes, particularly in the early and later weeks, with a notable increase in Kindle Store reviews occurring intermittently throughout the sequence." }, { "dim_process": 18, "seq_idx": 1194, "seq_len": 43, "time_since_start": [ 0.0, 0.0, 0.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 2.0, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 3.142857142857143, 4.142857142857143, 4.142857142857143, 5.285714285714286, 5.428571428571429, 6.714285714285714, 7.428571428571429, 8.428571428571429, 9.285714285714286, 9.285714285714286, 9.285714285714286, 10.0, 10.0, 10.285714285714286, 10.285714285714286, 10.285714285714286, 13.142857142857142, 13.571428571428571, 13.571428571428571, 14.714285714285714, 14.714285714285714, 16.428571428571427, 16.571428571428573, 18.142857142857142, 18.571428571428573, 20.285714285714285, 23.0, 23.571428571428573, 24.714285714285715, 25.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.1428571428571428, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 1.0, 0.8571428571428571, 0.0, 0.0, 0.7142857142857143, 0.0, 0.2857142857142857, 0.0, 0.0, 2.857142857142857, 0.42857142857142855, 0.0, 1.1428571428571428, 0.0, 1.7142857142857142, 0.14285714285714285, 1.5714285714285714, 0.42857142857142855, 1.7142857142857142, 2.7142857142857144, 0.5714285714285714, 1.1428571428571428, 0.2857142857142857 ], "type_event": [ 17, 15, 10, 10, 10, 10, 15, 10, 11, 10, 2, 7, 15, 10, 8, 11, 10, 10, 10, 15, 10, 12, 15, 10, 10, 8, 2, 15, 10, 10, 15, 0, 8, 15, 10, 8, 11, 8, 11, 10, 11, 8, 10 ], "type_text": [ "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Books", "Pet Supplies", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Home and Kitchen", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Books", "Toys and Games", "Pet Supplies", "Clothing Shoes and Jewelry", "Books", "Books", "Clothing Shoes and Jewelry", "Other", "Toys and Games", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Home and Kitchen", "Toys and Games", "Home and Kitchen", "Books", "Home and Kitchen", "Toys and Games", "Books" ], "description": "The sequence of product reviews begins with a focus on Books, Clothing Shoes and Jewelry, and Cell Phones and Accessories, all submitted within the first week. Over time, there is a notable concentration of reviews in the Books category, particularly between weeks 0 and 10, with several clusters occurring around weeks 2 and 5. Other categories, such as Toys and Games and Home and Kitchen, appear later in the timeline, particularly from week 4 onward, indicating a gradual diversification of review categories. The trend shows that while Books dominate the early reviews, other categories start to emerge and cluster in the later weeks, particularly around weeks 14 to 24." }, { "dim_process": 18, "seq_idx": 1195, "seq_len": 82, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.7142857142857142, 2.0, 2.142857142857143, 3.0, 3.4285714285714284, 3.5714285714285716, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 6.0, 6.142857142857143, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 12.0, 12.142857142857142, 12.714285714285714, 13.0, 13.142857142857142, 13.428571428571429, 14.0, 14.142857142857142, 14.428571428571429, 14.571428571428571, 15.0, 15.142857142857142, 16.0, 16.0, 16.142857142857142, 16.857142857142858, 17.142857142857142, 17.857142857142858, 18.0, 18.142857142857142, 19.0, 19.142857142857142, 19.285714285714285, 20.142857142857142, 21.0, 21.0, 21.142857142857142, 22.142857142857142, 22.142857142857142, 23.0, 23.142857142857142, 23.571428571428573, 24.285714285714285, 24.714285714285715, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.0, 0.14285714285714285, 1.0, 0.0, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews predominantly features entries in the \"Books\" category, which occur consistently throughout the timeline, especially in the earlier weeks. Reviews for the \"Kindle Store\" category appear less frequently and tend to cluster around specific points, particularly around the 4-week mark and again at the 21-week mark. The reviews show a general trend of high activity in the \"Books\" category, with a few instances of \"Kindle Store\" reviews interspersed, indicating a sustained focus on books over time." }, { "dim_process": 18, "seq_idx": 1196, "seq_len": 72, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 2.142857142857143, 2.142857142857143, 2.4285714285714284, 2.4285714285714284, 3.0, 3.142857142857143, 3.857142857142857, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 5.0, 5.0, 5.428571428571429, 5.571428571428571, 6.0, 6.0, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.285714285714286, 8.0, 8.0, 8.142857142857142, 8.142857142857142, 8.428571428571429, 9.285714285714286, 11.0, 11.142857142857142, 11.571428571428571, 12.0, 12.142857142857142, 13.0, 13.0, 13.142857142857142, 13.285714285714286, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.285714285714286, 15.0, 15.0, 15.142857142857142, 15.571428571428571, 16.0, 16.142857142857142, 16.571428571428573, 16.571428571428573, 17.0, 17.142857142857142, 18.0, 19.142857142857142, 19.142857142857142, 20.142857142857142, 21.142857142857142, 22.0, 22.142857142857142, 23.714285714285715, 23.857142857142858, 24.285714285714285, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.8571428571428571, 1.7142857142857142, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 0.0, 1.0, 1.0, 0.8571428571428571, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of reviews primarily focused on the \"Books\" category, which occurs frequently throughout the timeline, especially in the earlier weeks. The \"Kindle Store\" reviews appear to cluster slightly later in the sequence, with notable occurrences around the 1-3 week mark and again more prominently from weeks 5 to 25. Overall, the reviews for \"Books\" dominate the sequence, while \"Kindle Store\" reviews tend to occur less frequently but become more clustered in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 1197, "seq_len": 65, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 4.0, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.714285714285714, 5.0, 5.142857142857143, 5.428571428571429, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 10.0, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.142857142857142, 13.571428571428571, 14.285714285714286, 14.714285714285714, 15.0, 15.857142857142858, 16.285714285714285, 16.571428571428573, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 19.571428571428573, 19.714285714285715, 20.714285714285715, 21.0, 21.428571428571427, 22.0, 23.142857142857142, 24.142857142857142, 24.571428571428573, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 3.5714285714285716, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 1.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.0, 0.42857142857142855, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 16, 16, 10, 16, 16, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 16, 16, 16, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. As time progresses, reviews for the \"Kindle Store\" category begin to emerge, particularly noticeable around the 2-week mark and increasing in frequency by the 4-week mark. The reviews for \"Books\" continue to dominate, but there is a noticeable clustering of \"Kindle Store\" reviews around the 10-week mark and again in the later weeks, suggesting a shift in focus while still maintaining a consistent presence of \"Books\" reviews throughout the sequence. Overall, the pattern shows a predominance of \"Books\" reviews early on, with increasing engagement in the \"Kindle Store\" category as time goes on." }, { "dim_process": 18, "seq_idx": 1198, "seq_len": 60, "time_since_start": [ 0.0, 1.0, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 2.142857142857143, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 3.857142857142857, 4.428571428571429, 5.0, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.571428571428571, 8.857142857142858, 9.0, 9.571428571428571, 11.285714285714286, 11.428571428571429, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 13.571428571428571, 13.857142857142858, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.428571428571429, 17.0, 18.857142857142858, 19.571428571428573, 20.0, 20.0, 22.857142857142858, 23.857142857142858, 24.285714285714285 ], "time_since_last_event": [ 0.0, 1.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.7142857142857142, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.0, 1.5714285714285714, 1.8571428571428572, 0.7142857142857143, 0.42857142857142855, 0.0, 2.857142857142857, 1.0, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 16, 10, 10, 10, 16, 4, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 16, 16, 16, 16, 16, 16, 16, 10, 10, 10, 16, 10, 16, 16, 16, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Electronics", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews in the \"Books\" category, particularly concentrated in the early weeks. Reviews for the \"Kindle Store\" category begin to appear shortly after the initial book reviews and continue to increase in frequency over time, especially in the later weeks. There are instances of clustering, particularly with \"Kindle Store\" reviews occurring in groups during certain weeks. The \"Electronics\" category appears only once, indicating a less frequent engagement compared to the other categories. Overall, the trend indicates a gradual shift towards more frequent reviews of the \"Kindle Store\" as time progresses." }, { "dim_process": 18, "seq_idx": 1199, "seq_len": 67, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 3.142857142857143, 3.5714285714285716, 3.857142857142857, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 10.428571428571429, 11.0, 11.142857142857142, 11.428571428571429, 11.714285714285714, 12.0, 12.142857142857142, 12.142857142857142, 12.285714285714286, 13.285714285714286, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.428571428571429, 15.714285714285714, 16.0, 16.714285714285715, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.571428571428573, 18.0, 18.142857142857142, 18.285714285714285, 18.428571428571427, 19.0, 19.285714285714285, 20.0, 21.0, 22.142857142857142, 24.857142857142858, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 1.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 1.0, 1.1428571428571428, 2.7142857142857144, 0.14285714285714285 ], "type_event": [ 10, 10, 4, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The first review for \"Electronics\" appears early in the sequence, but it is quickly followed by a return to \"Books.\" Reviews for the \"Kindle Store\" are interspersed within the overall trend, occurring at specific intervals but remaining less frequent compared to \"Books.\" The reviews cluster heavily in the initial weeks, with a gradual continuation of \"Books\" reviews throughout the entire timeline, indicating a sustained interest in this category." }, { "dim_process": 18, "seq_idx": 1200, "seq_len": 44, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.0, 1.7142857142857142, 1.8571428571428572, 2.0, 2.857142857142857, 3.0, 3.7142857142857144, 3.857142857142857, 5.428571428571429, 5.714285714285714, 6.142857142857143, 6.285714285714286, 7.714285714285714, 8.285714285714286, 9.0, 9.428571428571429, 9.571428571428571, 10.0, 10.285714285714286, 10.714285714285714, 11.0, 11.142857142857142, 11.714285714285714, 12.0, 12.285714285714286, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 13.714285714285714, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.714285714285714, 16.857142857142858, 17.857142857142858, 20.428571428571427, 21.571428571428573, 21.714285714285715 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.0, 2.5714285714285716, 1.1428571428571428, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user consists exclusively of reviews for books, with all events occurring over a span of approximately 22 weeks. The reviews are clustered closely together in the initial weeks, with a high frequency of submissions in the first few weeks, followed by a gradual decline in the frequency of reviews as time progresses. There are notable gaps between some reviews, particularly in the later weeks, indicating a trend of decreasing review activity as the sequence unfolds. Overall, the reviews are consistently focused on books throughout the entire period." }, { "dim_process": 18, "seq_idx": 1201, "seq_len": 44, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.8571428571428571, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.2857142857142856, 2.857142857142857, 3.7142857142857144, 4.285714285714286, 4.428571428571429, 5.428571428571429, 5.714285714285714, 7.0, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.285714285714286, 8.428571428571429, 9.0, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.285714285714286, 9.857142857142858, 10.285714285714286, 11.142857142857142, 12.0, 12.142857142857142, 13.0, 13.142857142857142, 13.428571428571429, 14.142857142857142, 14.714285714285714, 17.0, 17.142857142857142, 18.142857142857142, 20.857142857142858, 21.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 1.0, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 2.2857142857142856, 0.14285714285714285, 1.0, 2.7142857142857144, 0.5714285714285714 ], "type_event": [ 8, 15, 10, 13, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 8, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 12, 10 ], "type_text": [ "Toys and Games", "Clothing Shoes and Jewelry", "Books", "Patio Lawn and Garden", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Toys and Games", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Toys and Games, Clothing, Books, and Home and Kitchen, all submitted within the first week. Following this initial period, there is a significant and consistent focus on Books, with reviews predominantly clustered between the first and third weeks, and continuing intermittently for several weeks thereafter. Other categories such as Grocery and Gourmet Food and Sports and Outdoors appear later in the sequence, indicating a shift in the user's review focus after a prolonged emphasis on Books. Overall, the trend shows a strong early interest in Books, with other categories emerging much later in the timeline." }, { "dim_process": 18, "seq_idx": 1202, "seq_len": 43, "time_since_start": [ 0.0, 2.2857142857142856, 3.5714285714285716, 3.5714285714285716, 4.142857142857143, 4.714285714285714, 4.857142857142857, 5.0, 5.0, 5.142857142857143, 6.0, 6.285714285714286, 6.285714285714286, 6.857142857142857, 7.0, 7.142857142857143, 7.714285714285714, 7.714285714285714, 8.0, 8.714285714285714, 9.428571428571429, 9.571428571428571, 10.285714285714286, 10.857142857142858, 12.285714285714286, 12.714285714285714, 14.0, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.0, 17.285714285714285, 19.142857142857142, 20.857142857142858, 21.0, 23.714285714285715 ], "time_since_last_event": [ 0.0, 2.2857142857142856, 1.2857142857142858, 0.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 1.4285714285714286, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 1.8571428571428572, 1.7142857142857142, 0.14285714285714285, 2.7142857142857144 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 4, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Electronics", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over a span of weeks. The reviews for \"Kindle Store\" appear intermittently, primarily clustered around the early and later parts of the timeline. There is a single instance of an \"Electronics\" review towards the end of the sequence, indicating a possible shift in product interest. Overall, the reviews are heavily concentrated in the \"Books\" category, with a gradual increase in the frequency of submissions over time." }, { "dim_process": 18, "seq_idx": 1203, "seq_len": 41, "time_since_start": [ 0.0, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.4285714285714284, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.142857142857143, 5.857142857142857, 6.0, 6.714285714285714, 7.285714285714286, 8.142857142857142, 8.285714285714286, 8.714285714285714, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.857142857142858, 11.714285714285714, 12.142857142857142, 13.142857142857142, 15.285714285714286, 15.285714285714286, 16.285714285714285, 16.428571428571427, 17.0, 17.714285714285715, 18.428571428571427, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 1.0, 2.142857142857143, 0.0, 1.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 4.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in close succession during the initial weeks. As time progresses, there are intermittent reviews in the \"Kindle Store\" category, which start appearing around week 5 and continue to be submitted at various intervals. The reviews for \"Books\" remain prevalent throughout the sequence, with some clustering occurring around certain weeks, while \"Kindle Store\" reviews appear more sporadically but increase in frequency in later weeks. Overall, the pattern shows a consistent interest in \"Books\" with a gradual introduction and increase of reviews for the \"Kindle Store\" over time." }, { "dim_process": 18, "seq_idx": 1204, "seq_len": 48, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.0, 3.4285714285714284, 3.7142857142857144, 4.0, 4.285714285714286, 4.571428571428571, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.571428571428571, 7.285714285714286, 7.571428571428571, 8.285714285714286, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.428571428571429, 10.714285714285714, 11.0, 11.142857142857142, 11.285714285714286, 11.714285714285714, 12.285714285714286, 13.0, 13.428571428571429, 14.571428571428571, 15.142857142857142, 15.714285714285714, 16.285714285714285, 16.714285714285715, 17.285714285714285, 17.428571428571427, 18.857142857142858, 21.428571428571427, 22.857142857142858, 23.857142857142858, 24.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 1.1428571428571428, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 1.4285714285714286, 2.5714285714285716, 1.4285714285714286, 1.0, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on books, with reviews primarily clustered within the first 17 weeks. The user submits reviews for books at a steady pace, with multiple entries occurring in the early weeks, particularly between weeks 0 and 17. After week 17, there is a notable shift as the first review for electronics is submitted, followed by a return to reviewing books. The reviews for books continue to be submitted intermittently, with some gaps in timing, but the overall trend indicates a strong preference for books throughout the sequence." }, { "dim_process": 18, "seq_idx": 1205, "seq_len": 42, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 2.857142857142857, 2.857142857142857, 3.142857142857143, 3.857142857142857, 4.285714285714286, 5.714285714285714, 6.142857142857143, 7.0, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.0, 10.142857142857142, 11.571428571428571, 11.714285714285714, 12.428571428571429, 12.857142857142858, 13.285714285714286, 13.571428571428571, 13.714285714285714, 14.285714285714286, 14.857142857142858, 14.857142857142858, 15.571428571428571, 16.714285714285715, 16.714285714285715, 16.857142857142858, 17.0, 17.714285714285715, 18.0, 18.571428571428573, 19.285714285714285, 20.285714285714285, 20.571428571428573, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.7142857142857143, 1.7142857142857142, 0.0, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 1.4285714285714286, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 2.142857142857143, 1.4285714285714286, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.0, 0.7142857142857143, 1.1428571428571428, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.0, 0.2857142857142857, 1.5714285714285714 ], "type_event": [ 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 16, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 17, 10, 10, 10, 10, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Cell Phones and Accessories", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, particularly in the initial weeks, with multiple entries clustered closely together. The \"Kindle Store\" category appears intermittently, often following or coinciding with the reviews for \"Books.\" There is a notable shift in the variety of categories around week 16, where a review for \"Cell Phones and Accessories\" is introduced. Overall, the reviews are heavily concentrated in the early weeks, with a gradual tapering off in frequency as time progresses, while \"Kindle Store\" reviews tend to occur later in the timeline." }, { "dim_process": 18, "seq_idx": 1206, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.7142857142857142, 2.2857142857142856, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 4.0, 4.142857142857143, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.857142857142857, 6.428571428571429, 7.0, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.857142857142858, 11.0, 12.0, 12.285714285714286, 12.571428571428571, 13.0, 13.142857142857142, 14.0, 14.142857142857142, 18.285714285714285, 19.142857142857142, 20.857142857142858, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 4.142857142857143, 0.8571428571428571, 1.7142857142857142, 4.428571428571429 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user consists exclusively of reviews for books, with all entries occurring over a span of several weeks. The reviews are consistently clustered, particularly in the earlier weeks, with a noticeable frequency of submissions in the first 14 weeks. After this initial period, there are fewer reviews, with some gaps extending to several weeks between entries. The pattern indicates a sustained interest in reviewing books, primarily concentrated in the first half of the timeline, followed by a decline in the frequency of submissions as time progresses." }, { "dim_process": 18, "seq_idx": 1207, "seq_len": 49, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.7142857142857144, 3.0, 3.142857142857143, 3.7142857142857144, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.714285714285714, 5.857142857142857, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.571428571428571, 7.857142857142857, 8.0, 8.571428571428571, 8.857142857142858, 9.857142857142858, 10.571428571428571, 10.857142857142858, 11.0, 11.714285714285714, 12.0, 12.857142857142858, 12.857142857142858, 13.285714285714286, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.142857142857142, 15.0, 15.857142857142858, 16.142857142857142, 16.857142857142858, 19.428571428571427, 21.714285714285715, 23.285714285714285, 25.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 2.5714285714285716, 2.2857142857142856, 1.5714285714285714, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted over a period of 25 weeks. Most reviews occur within the first 12 weeks, indicating a high frequency of activity early in the timeline. A small number of reviews for the \"Kindle Store\" category appear around the 13-week mark, but the user returns to reviewing \"Books\" shortly thereafter. The frequency of reviews appears to taper off after the initial surge, with fewer reviews submitted in the latter weeks of the sequence. Overall, the pattern suggests a concentrated engagement with books early on, followed by a gradual decline in review submissions." }, { "dim_process": 18, "seq_idx": 1208, "seq_len": 44, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.0, 1.2857142857142858, 1.4285714285714286, 2.7142857142857144, 3.142857142857143, 3.7142857142857144, 4.285714285714286, 4.857142857142857, 5.0, 7.0, 7.428571428571429, 8.142857142857142, 8.428571428571429, 8.714285714285714, 9.0, 9.714285714285714, 10.0, 10.428571428571429, 11.142857142857142, 11.285714285714286, 12.571428571428571, 13.0, 13.142857142857142, 14.142857142857142, 15.142857142857142, 15.285714285714286, 15.714285714285714, 16.142857142857142, 16.428571428571427, 16.714285714285715, 17.142857142857142, 17.428571428571427, 18.428571428571427, 18.857142857142858, 19.714285714285715, 20.428571428571427, 20.571428571428573, 22.285714285714285, 23.142857142857142, 24.0, 25.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 2.0, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.14285714285714285, 1.0, 1.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.0, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 1.7142857142857142, 0.8571428571428571, 0.8571428571428571, 1.0 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a single review for the \"Kindle Store\" occurring early in the timeline. Reviews are predominantly clustered in the first 20 weeks, with a gradual increase in frequency, particularly between weeks 1 and 17. After week 20, there is a noticeable decline in review activity, with fewer reviews submitted in the latter weeks of the sequence. Overall, the majority of reviews are concentrated within the first half of the timeline." }, { "dim_process": 18, "seq_idx": 1209, "seq_len": 41, "time_since_start": [ 0.0, 0.7142857142857143, 1.0, 1.8571428571428572, 2.142857142857143, 2.5714285714285716, 3.0, 3.142857142857143, 3.857142857142857, 5.285714285714286, 6.571428571428571, 7.0, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.0, 8.571428571428571, 8.857142857142858, 10.0, 10.571428571428571, 11.0, 11.285714285714286, 11.857142857142858, 12.0, 12.142857142857142, 12.428571428571429, 12.857142857142858, 14.0, 14.142857142857142, 14.714285714285714, 15.285714285714286, 15.428571428571429, 16.0, 17.0, 17.285714285714285, 17.571428571428573, 19.0, 19.285714285714285, 22.0, 23.0, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 1.4285714285714286, 1.2857142857142858, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 1.0, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 0.2857142857142857, 2.7142857142857144, 1.0, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions predominantly in the \"Books\" category, with reviews occurring at regular intervals over time. The reviews begin at the start of the timeline and continue steadily, with clusters of submissions occurring in the initial weeks. As time progresses, the frequency of reviews remains relatively stable, with occasional gaps between submissions. The trend indicates a sustained interest in reviewing books throughout the entire period." }, { "dim_process": 18, "seq_idx": 1210, "seq_len": 53, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 2.0, 2.2857142857142856, 2.7142857142857144, 4.142857142857143, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.428571428571429, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.714285714285714, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.571428571428571, 9.714285714285714, 10.0, 10.142857142857142, 10.428571428571429, 10.714285714285714, 11.0, 12.0, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.142857142857142, 14.428571428571429, 14.857142857142858, 15.571428571428571, 16.142857142857142, 16.857142857142858, 17.571428571428573, 18.142857142857142, 20.285714285714285, 20.571428571428573, 23.571428571428573, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 2.142857142857143, 0.2857142857142857, 3.0, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted over a prolonged period. Initially, there is a cluster of reviews within the first few weeks, primarily centered around books, followed by a slight intermission before the reviews continue predominantly in the same category. There is a brief mention of the \"Kindle Store\" around the four-week mark, but the subsequent reviews revert to books. The frequency of reviews appears to maintain a steady pace, with occasional clusters occurring at various intervals throughout the timeline, particularly between the 10 and 20-week marks. Overall, the trend indicates a sustained interest in books over time, with minimal diversification in review categories." }, { "dim_process": 18, "seq_idx": 1211, "seq_len": 48, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.5714285714285714, 2.2857142857142856, 2.857142857142857, 3.4285714285714284, 4.0, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.0, 6.571428571428571, 6.857142857142857, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.142857142857142, 9.428571428571429, 9.714285714285714, 10.571428571428571, 10.857142857142858, 11.0, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.571428571428571, 13.142857142857142, 14.0, 14.428571428571429, 14.571428571428571, 15.0, 15.571428571428571, 16.0, 16.142857142857142, 16.428571428571427, 17.0, 17.142857142857142, 17.285714285714285, 17.857142857142858, 18.142857142857142, 18.285714285714285, 18.714285714285715, 20.571428571428573, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 1.0, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.8571428571428572, 3.2857142857142856 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews in the \"Books\" category, with a consistent pattern of submissions over time. The reviews are submitted at regular intervals, particularly clustered in the earlier weeks, with a notable increase in frequency during the first 18 weeks. After week 18, the reviews become less frequent, with longer gaps between submissions observed in the later weeks, particularly after week 20. Overall, the trend indicates a high initial engagement with the product category that gradually tapers off as time progresses." }, { "dim_process": 18, "seq_idx": 1212, "seq_len": 44, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.5714285714285716, 2.857142857142857, 3.4285714285714284, 3.7142857142857144, 4.0, 4.285714285714286, 4.428571428571429, 5.142857142857143, 5.285714285714286, 5.714285714285714, 6.428571428571429, 7.142857142857143, 7.285714285714286, 8.0, 9.857142857142858, 10.428571428571429, 11.142857142857142, 11.428571428571429, 13.285714285714286, 13.428571428571429, 14.428571428571429, 14.714285714285714, 15.0, 15.285714285714286, 15.428571428571429, 16.428571428571427, 17.857142857142858, 18.285714285714285, 18.428571428571427, 18.571428571428573, 18.714285714285715, 19.0, 19.142857142857142, 22.857142857142858, 23.142857142857142, 23.285714285714285, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 1.8571428571428572, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 1.8571428571428572, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 1.4285714285714286, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 3.7142857142857144, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 4, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Electronics", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with numerous reviews submitted in the initial weeks. As time progresses, there is a notable shift, with the first appearance of \"Kindle Store\" reviews occurring after several weeks, followed by a few more in subsequent weeks. Overall, the majority of reviews remain concentrated in the \"Books\" category throughout the timeline, while \"Kindle Store\" reviews appear less frequently and are clustered towards the later part of the sequence. The frequency of reviews in the \"Books\" category shows a gradual decline over time, while the \"Kindle Store\" reviews are more sporadic." }, { "dim_process": 18, "seq_idx": 1213, "seq_len": 40, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.4285714285714284, 3.857142857142857, 4.0, 4.142857142857143, 4.142857142857143, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.285714285714286, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.0, 9.428571428571429, 11.0, 11.428571428571429, 12.0, 13.0, 13.285714285714286, 14.857142857142858, 14.857142857142858, 15.714285714285714, 16.285714285714285, 19.142857142857142, 25.0, 25.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.5714285714285714, 0.42857142857142855, 0.5714285714285714, 1.0, 0.2857142857142857, 1.5714285714285714, 0.0, 0.8571428571428571, 0.5714285714285714, 2.857142857142857, 5.857142857142857, 0.0 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 17, 0, 1 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Cell Phones and Accessories", "Other", "Tools and Home Improvement" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a significant number of reviews submitted consistently over time, particularly in the early weeks. Reviews for the \"Kindle Store\" appear intermittently, primarily clustered around the 0.57 to 4.86 week range and again at 14.86 weeks. The review for \"Cell Phones and Accessories\" occurs much later in the sequence, at week 19. Additionally, reviews for \"Other\" and \"Tools and Home Improvement\" are submitted simultaneously at week 25, indicating a shift in the user's focus after a prolonged period primarily dedicated to books." }, { "dim_process": 18, "seq_idx": 1214, "seq_len": 45, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.0, 2.5714285714285716, 3.0, 3.2857142857142856, 4.285714285714286, 4.714285714285714, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 6.428571428571429, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.428571428571429, 8.142857142857142, 8.428571428571429, 9.142857142857142, 9.571428571428571, 9.857142857142858, 10.571428571428571, 11.714285714285714, 12.428571428571429, 12.714285714285714, 13.571428571428571, 13.714285714285714, 14.571428571428571, 15.142857142857142, 15.571428571428571, 16.285714285714285, 16.714285714285715, 17.142857142857142, 17.285714285714285, 17.857142857142858, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.571428571428573, 18.857142857142858, 21.428571428571427, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.5714285714285714, 0.42857142857142855, 0.2857142857142857, 1.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 2.5714285714285716, 3.142857142857143 ], "type_event": [ 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16 ], "type_text": [ "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a cluster of reviews in the Kindle Store within the first week, followed by a significant shift towards reviewing Books, which dominates the subsequent weeks. Reviews for Books consistently appear in clusters, particularly between weeks 1 and 18, with a noticeable increase in frequency. The Kindle Store reviews are interspersed throughout this period but are less frequent, primarily occurring at the beginning and later in the sequence. Overall, the trend shows a strong focus on Books after the initial reviews in the Kindle Store, with the latter reviews becoming more sporadic as time progresses." }, { "dim_process": 18, "seq_idx": 1215, "seq_len": 51, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.0, 1.1428571428571428, 1.8571428571428572, 2.0, 2.4285714285714284, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 3.7142857142857144, 4.0, 4.285714285714286, 5.571428571428571, 6.0, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.428571428571429, 7.571428571428571, 7.571428571428571, 7.857142857142857, 8.0, 8.857142857142858, 9.0, 9.571428571428571, 10.0, 10.857142857142858, 11.0, 12.142857142857142, 12.285714285714286, 13.428571428571429, 14.0, 14.571428571428571, 15.142857142857142, 15.285714285714286, 15.428571428571429, 16.285714285714285, 16.428571428571427, 16.714285714285715, 17.428571428571427, 18.857142857142858, 19.0, 20.285714285714285, 21.285714285714285, 22.428571428571427, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.4285714285714286, 0.14285714285714285, 1.2857142857142858, 1.0, 1.1428571428571428, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly features a consistent focus on the \"Books\" category, with reviews primarily submitted in the early weeks and continuing steadily over time. The \"Kindle Store\" reviews appear infrequently, clustered around the 2.43-week mark and again at approximately the 7.57-week and 24.57-week points. Overall, the majority of reviews are concentrated in the earlier weeks, with a gradual tapering off as time progresses, while the \"Kindle Store\" entries are notably less frequent and appear later in the sequence." }, { "dim_process": 18, "seq_idx": 1216, "seq_len": 57, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.0, 1.1428571428571428, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 5.0, 5.142857142857143, 5.857142857142857, 6.0, 6.571428571428571, 7.0, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.0, 8.142857142857142, 8.142857142857142, 9.142857142857142, 9.285714285714286, 9.571428571428571, 10.857142857142858, 11.142857142857142, 11.142857142857142, 11.285714285714286, 12.285714285714286, 12.428571428571429, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.285714285714286, 13.428571428571429, 14.0, 14.285714285714286, 15.0, 15.142857142857142, 15.285714285714286, 15.714285714285714, 16.0, 16.142857142857142, 16.142857142857142, 17.142857142857142, 17.571428571428573, 18.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 1.0, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.0, 0.14285714285714285, 1.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 1.0, 0.42857142857142855, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 11, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews for books, which are submitted consistently over a period of time, especially concentrated in the initial weeks. The reviews for books dominate the early timeline, with only a few instances of reviews for the Kindle Store and Home and Kitchen categories appearing later in the sequence. The reviews for books continue to be submitted throughout the entire timeline, showing a sustained interest, while the other categories appear more sporadically. Overall, the trend indicates a strong focus on books, with other categories introduced after several weeks of consistent book reviews." }, { "dim_process": 18, "seq_idx": 1217, "seq_len": 69, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 2.0, 2.2857142857142856, 3.0, 3.142857142857143, 4.0, 4.285714285714286, 4.428571428571429, 4.428571428571429, 5.0, 5.428571428571429, 5.428571428571429, 5.857142857142857, 6.0, 6.285714285714286, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.0, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.714285714285714, 12.857142857142858, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 14.0, 14.0, 14.285714285714286, 15.0, 15.571428571428571, 16.0, 17.0, 18.0, 19.0, 19.857142857142858, 20.0, 20.285714285714285, 20.714285714285715, 21.0, 22.0, 24.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 1.0, 1.0, 1.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.0, 2.0 ], "type_event": [ 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over time. The \"Kindle Store\" reviews appear sporadically, primarily clustered in the earlier weeks and around the 4 to 14-week mark. The majority of reviews are concentrated in the first half of the timeline, with a gradual decline in frequency as time progresses, although reviews continue to be submitted consistently throughout the entire period. Overall, the pattern indicates a strong preference for reviewing books, with Kindle Store reviews serving as occasional additions." }, { "dim_process": 18, "seq_idx": 1218, "seq_len": 47, "time_since_start": [ 0.0, 0.0, 0.0, 0.8571428571428571, 0.8571428571428571, 1.0, 1.4285714285714286, 1.8571428571428572, 1.8571428571428572, 3.142857142857143, 4.0, 5.714285714285714, 7.285714285714286, 7.428571428571429, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.142857142857142, 9.142857142857142, 9.571428571428571, 9.571428571428571, 11.0, 11.428571428571429, 12.857142857142858, 13.714285714285714, 15.428571428571429, 15.428571428571429, 15.428571428571429, 16.714285714285715, 17.142857142857142, 17.571428571428573, 17.571428571428573, 18.428571428571427, 18.571428571428573, 19.285714285714285, 19.428571428571427, 19.428571428571427, 19.571428571428573, 19.571428571428573, 20.0, 20.0, 20.428571428571427, 20.428571428571427, 20.571428571428573, 21.285714285714285, 22.714285714285715, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.0, 1.2857142857142858, 0.8571428571428571, 1.7142857142857142, 1.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 1.4285714285714286, 0.42857142857142855, 1.4285714285714286, 0.8571428571428571, 1.7142857142857142, 0.0, 0.0, 1.2857142857142858, 0.42857142857142855, 0.42857142857142855, 0.0, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.7142857142857143, 1.4285714285714286, 1.8571428571428572 ], "type_event": [ 17, 15, 8, 11, 7, 2, 11, 9, 2, 7, 7, 3, 7, 15, 15, 10, 10, 7, 8, 6, 10, 8, 14, 7, 12, 12, 10, 8, 15, 10, 0, 8, 11, 8, 8, 8, 11, 11, 15, 8, 16, 11, 2, 9, 10, 8, 2 ], "type_text": [ "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Toys and Games", "Home and Kitchen", "Grocery and Gourmet Food", "Pet Supplies", "Home and Kitchen", "Office Products", "Pet Supplies", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Books", "Grocery and Gourmet Food", "Toys and Games", "Industrial and Scientific", "Books", "Toys and Games", "Movies and TV", "Grocery and Gourmet Food", "Sports and Outdoors", "Sports and Outdoors", "Books", "Toys and Games", "Clothing Shoes and Jewelry", "Books", "Other", "Toys and Games", "Home and Kitchen", "Toys and Games", "Toys and Games", "Toys and Games", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Toys and Games", "Kindle Store", "Home and Kitchen", "Pet Supplies", "Office Products", "Books", "Toys and Games", "Pet Supplies" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed, with initial reviews clustered around cell phones, clothing, and toys within the first week. As time progresses, there is a notable increase in reviews for grocery and gourmet food, particularly around the 3 to 9-week mark, indicating a peak in this category. The user also revisits toys and games multiple times, especially between weeks 11 and 22, suggesting a sustained interest in this category. Additionally, home and kitchen products are reviewed consistently throughout the timeline, with several reviews occurring in close succession towards the later weeks. Overall, the sequence demonstrates a pattern of varied interests with certain categories experiencing bursts of activity at different intervals." }, { "dim_process": 18, "seq_idx": 1219, "seq_len": 57, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.1428571428571428, 1.5714285714285714, 2.142857142857143, 2.2857142857142856, 2.857142857142857, 3.2857142857142856, 4.0, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.714285714285714, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 9.0, 9.285714285714286, 9.428571428571429, 10.0, 10.0, 11.0, 12.428571428571429, 12.714285714285714, 13.142857142857142, 14.142857142857142, 14.142857142857142, 14.285714285714286, 14.571428571428571, 15.285714285714286, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.428571428571427, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.285714285714285, 18.285714285714285, 19.142857142857142, 20.142857142857142, 21.428571428571427, 24.285714285714285, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 1.0, 1.4285714285714286, 0.2857142857142857, 0.42857142857142855, 1.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.8571428571428571, 1.0, 1.2857142857142858, 2.857142857142857, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 16, 10, 16, 10, 16, 16, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 1, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. After a period of consistent book reviews, there is a slight diversification with the introduction of \"Home and Kitchen\" and \"Kindle Store\" reviews around the seventh week. The reviews for \"Kindle Store\" increase in frequency later in the sequence, particularly around the 11th to 18th weeks, while \"Books\" continue to dominate throughout the timeline. The sequence shows a trend of clustering around the \"Books\" category, with other categories appearing more sporadically. Overall, the reviews are heavily concentrated in the early weeks, with a gradual introduction of other categories as time progresses." }, { "dim_process": 18, "seq_idx": 1220, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 1.1428571428571428, 1.2857142857142858, 2.857142857142857, 3.142857142857143, 4.285714285714286, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 6.0, 7.0, 9.285714285714286, 9.428571428571429, 10.0, 10.142857142857142, 10.857142857142858, 11.0, 11.142857142857142, 11.857142857142858, 12.0, 12.714285714285714, 13.142857142857142, 13.428571428571429, 13.714285714285714, 14.0, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.0, 15.142857142857142, 15.714285714285714, 16.0, 17.0, 17.285714285714285, 17.857142857142858, 22.428571428571427, 22.714285714285715, 23.0, 23.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.0, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 2.2857142857142856, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.0, 0.2857142857142857, 0.5714285714285714, 4.571428571428571, 0.2857142857142857, 0.2857142857142857, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews predominantly features a consistent focus on the \"Books\" category, with reviews submitted at regular intervals over a span of time. The reviews begin at week zero and continue steadily, with a notable concentration of entries occurring within the first 17 weeks. Towards the end of the sequence, there is a shift with the introduction of a review in the \"Clothing Shoes and Jewelry\" category, indicating a diversification in review topics after a prolonged period dedicated solely to books." }, { "dim_process": 18, "seq_idx": 1221, "seq_len": 88, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.0, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.0, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.0, 6.428571428571429, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.285714285714286, 9.0, 9.285714285714286, 9.571428571428571, 10.0, 10.285714285714286, 10.428571428571429, 10.428571428571429, 10.714285714285714, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.571428571428571, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.0, 14.285714285714286, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.571428571428571, 16.142857142857142, 16.285714285714285, 16.571428571428573, 17.142857142857142, 17.285714285714285, 17.714285714285715, 17.714285714285715, 18.0, 18.0, 18.285714285714285, 18.714285714285715, 18.857142857142858, 19.571428571428573, 20.0, 20.285714285714285, 20.714285714285715, 21.285714285714285, 21.714285714285715, 22.0, 22.142857142857142, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 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0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 3.2857142857142856 ], "type_event": [ 10, 10, 10, 16, 16, 16, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 16, 10, 10, 16, 10, 16, 10, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, which dominates the early weeks. As time progresses, there is a gradual increase in reviews for the \"Kindle Store,\" particularly noticeable around the 2-week mark and continuing to rise significantly after the 18-week point. The reviews for \"Books\" remain frequent throughout the sequence, but there is a marked clustering of \"Kindle Store\" reviews in the later weeks, especially after the 18-week mark, indicating a shift in focus towards digital content. Overall, the trend shows an initial preference for physical books, transitioning to a more balanced engagement with digital offerings as time goes on." }, { "dim_process": 18, "seq_idx": 1222, "seq_len": 52, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.0, 1.2857142857142858, 1.7142857142857142, 2.142857142857143, 2.7142857142857144, 3.0, 3.2857142857142856, 3.4285714285714284, 4.0, 4.285714285714286, 5.142857142857143, 5.285714285714286, 6.0, 6.142857142857143, 6.428571428571429, 6.857142857142857, 8.142857142857142, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.0, 10.285714285714286, 11.571428571428571, 11.714285714285714, 12.0, 12.142857142857142, 12.428571428571429, 13.0, 13.571428571428571, 14.285714285714286, 15.428571428571429, 15.571428571428571, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.714285714285715, 17.142857142857142, 17.428571428571427, 17.428571428571427, 17.714285714285715, 19.0, 20.714285714285715, 20.857142857142858, 21.714285714285715, 22.142857142857142, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 1.2857142857142858, 1.7142857142857142, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 3.4285714285714284 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the Kindle Store and Books, with multiple entries in the Books category occurring consistently over the initial weeks. There is a predominance of Book reviews, which continue to be submitted at a steady pace for the first 17 weeks, with a few reviews for the Kindle Store interspersed. After week 17, the frequency of Book reviews remains high, while the Kindle Store reviews appear less frequently, culminating in a final review for the Kindle Store at week 25. Overall, the trend shows a strong emphasis on Books throughout the sequence, with Kindle Store reviews appearing more sporadically." }, { "dim_process": 18, "seq_idx": 1223, "seq_len": 41, "time_since_start": [ 0.0, 2.2857142857142856, 2.2857142857142856, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 8.714285714285714, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 10.571428571428571, 15.571428571428571, 15.571428571428571 ], "time_since_last_event": [ 0.0, 2.2857142857142856, 0.0, 1.1428571428571428, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.571428571428571, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 5.0, 0.0 ], "type_event": [ 4, 13, 11, 4, 7, 6, 1, 13, 12, 12, 11, 10, 5, 1, 4, 10, 9, 11, 13, 7, 0, 4, 1, 2, 4, 1, 4, 12, 6, 13, 15, 13, 1, 0, 11, 4, 12, 2, 11, 4, 5 ], "type_text": [ "Electronics", "Patio Lawn and Garden", "Home and Kitchen", "Electronics", "Grocery and Gourmet Food", "Industrial and Scientific", "Tools and Home Improvement", "Patio Lawn and Garden", "Sports and Outdoors", "Sports and Outdoors", "Home and Kitchen", "Books", "Automotive", "Tools and Home Improvement", "Electronics", "Books", "Office Products", "Home and Kitchen", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Other", "Electronics", "Tools and Home Improvement", "Pet Supplies", "Electronics", "Tools and Home Improvement", "Electronics", "Sports and Outdoors", "Industrial and Scientific", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Tools and Home Improvement", "Other", "Home and Kitchen", "Electronics", "Sports and Outdoors", "Pet Supplies", "Home and Kitchen", "Electronics", "Automotive" ], "description": "The sequence of product reviews begins with a focus on Electronics, followed by a variety of categories such as Patio Lawn and Garden, Home and Kitchen, and Grocery and Gourmet Food within the first few weeks. A clustering of reviews occurs around the 3 to 4-week mark, with multiple categories being reviewed simultaneously, particularly in Electronics and Home and Kitchen. After a longer gap, a resurgence of reviews appears around the 8 to 10-week mark, again emphasizing Electronics and Tools and Home Improvement, along with a broader range of categories. The sequence concludes with a few reviews at the 15-week mark, predominantly in Electronics and Automotive, indicating a sustained interest in these categories over time." }, { "dim_process": 18, "seq_idx": 1224, "seq_len": 42, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 1.0, 1.0, 2.142857142857143, 3.0, 3.0, 3.7142857142857144, 3.7142857142857144, 4.0, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.857142857142857, 5.571428571428571, 5.714285714285714, 5.714285714285714, 6.0, 6.142857142857143, 7.428571428571429, 8.285714285714286, 9.857142857142858, 10.285714285714286, 10.285714285714286, 10.285714285714286, 12.428571428571429, 13.857142857142858, 14.428571428571429, 14.857142857142858, 15.142857142857142, 15.571428571428571, 16.0, 16.714285714285715, 17.0, 17.285714285714285, 18.285714285714285, 23.142857142857142, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.0, 0.7142857142857143, 0.0, 1.1428571428571428, 0.8571428571428571, 0.0, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.8571428571428571, 1.5714285714285714, 0.42857142857142855, 0.0, 0.0, 2.142857142857143, 1.4285714285714286, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 1.0, 4.857142857142857, 2.0 ], "type_event": [ 10, 10, 7, 16, 10, 10, 10, 13, 7, 2, 10, 2, 11, 8, 0, 2, 10, 10, 10, 10, 1, 13, 10, 10, 10, 10, 13, 12, 0, 13, 10, 10, 10, 10, 10, 10, 10, 10, 10, 13, 13, 13 ], "type_text": [ "Books", "Books", "Grocery and Gourmet Food", "Kindle Store", "Books", "Books", "Books", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Pet Supplies", "Books", "Pet Supplies", "Home and Kitchen", "Toys and Games", "Other", "Pet Supplies", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Sports and Outdoors", "Other", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Patio Lawn and Garden", "Patio Lawn and Garden" ], "description": "The sequence of product reviews begins with a focus on books, which are consistently reviewed in the early weeks. As time progresses, there is a diversification into other categories such as grocery, pet supplies, and home improvement, with a notable clustering of reviews around the patio, lawn, and garden category starting around week 6. The frequency of book reviews remains high throughout the sequence, particularly in the initial and later weeks, while reviews for patio-related products increase significantly in the latter half of the timeline. Overall, books dominate the early and middle periods, while patio-related reviews cluster towards the end." }, { "dim_process": 18, "seq_idx": 1225, "seq_len": 50, "time_since_start": [ 0.0, 1.4285714285714286, 1.4285714285714286, 2.4285714285714284, 2.5714285714285716, 3.2857142857142856, 3.5714285714285716, 3.5714285714285716, 5.714285714285714, 6.571428571428571, 6.571428571428571, 6.571428571428571, 7.571428571428571, 8.571428571428571, 8.571428571428571, 8.571428571428571, 9.428571428571429, 9.571428571428571, 9.571428571428571, 9.571428571428571, 10.428571428571429, 11.571428571428571, 12.571428571428571, 12.571428571428571, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.428571428571429, 15.142857142857142, 15.142857142857142, 15.571428571428571, 15.571428571428571, 15.571428571428571, 16.571428571428573, 17.142857142857142, 17.142857142857142, 17.571428571428573, 18.0, 18.571428571428573, 18.571428571428573, 19.571428571428573, 20.285714285714285, 20.571428571428573, 20.571428571428573, 23.571428571428573, 23.571428571428573, 23.571428571428573 ], "time_since_last_event": [ 0.0, 1.4285714285714286, 0.0, 1.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 2.142857142857143, 0.8571428571428571, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.0, 0.8571428571428571, 1.1428571428571428, 1.0, 0.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 0.42857142857142855, 0.0, 0.0, 1.0, 0.5714285714285714, 0.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.0, 1.0, 0.7142857142857143, 0.2857142857142857, 0.0, 3.0, 0.0, 0.0 ], "type_event": [ 7, 0, 10, 7, 10, 7, 15, 10, 11, 9, 15, 11, 10, 11, 0, 10, 10, 7, 15, 2, 10, 10, 12, 11, 10, 10, 8, 7, 10, 11, 7, 15, 0, 15, 4, 10, 8, 7, 3, 11, 7, 11, 13, 2, 2, 7, 8, 11, 8, 0 ], "type_text": [ "Grocery and Gourmet Food", "Other", "Books", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Office Products", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Home and Kitchen", "Other", "Books", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Pet Supplies", "Books", "Books", "Sports and Outdoors", "Home and Kitchen", "Books", "Books", "Toys and Games", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Other", "Clothing Shoes and Jewelry", "Electronics", "Books", "Toys and Games", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Patio Lawn and Garden", "Pet Supplies", "Pet Supplies", "Grocery and Gourmet Food", "Toys and Games", "Home and Kitchen", "Toys and Games", "Other" ], "description": "The sequence of product reviews shows a pattern where the user frequently reviews items in the Grocery and Gourmet Food category, particularly in the earlier weeks. There is a noticeable clustering of reviews in the Books category, which appears consistently throughout the timeline, especially in the weeks following the initial reviews. Home and Kitchen items are also reviewed multiple times, with a significant concentration in the middle of the timeline. Other categories, such as Clothing Shoes and Jewelry, Toys and Games, and Pet Supplies, appear more sporadically, with some clustering in the later weeks. Overall, the reviews indicate a diverse range of categories with varying frequencies over time, with certain categories dominating specific periods." }, { "dim_process": 18, "seq_idx": 1226, "seq_len": 50, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.5714285714285714, 1.7142857142857142, 2.7142857142857144, 3.857142857142857, 4.714285714285714, 5.428571428571429, 5.714285714285714, 6.0, 6.571428571428571, 6.857142857142857, 7.0, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.285714285714286, 10.714285714285714, 11.0, 12.0, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.714285714285714, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.0, 15.428571428571429, 15.571428571428571, 15.857142857142858, 17.0, 21.571428571428573, 21.571428571428573, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.0, 0.14285714285714285, 1.0, 1.1428571428571428, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 4.571428571428571, 0.0, 3.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with a consistent frequency of submissions occurring over time. Initial reviews begin within the first week and continue to cluster heavily around the first 15 weeks, with a notable increase in frequency during this period. The \"Kindle Store\" reviews appear intermittently, primarily after the initial cluster of \"Books\" reviews, with a few submissions occurring at weeks 5, 10, 12, and 21. Overall, the trend shows a strong emphasis on \"Books\" early on, with \"Kindle Store\" reviews appearing less frequently and primarily later in the sequence." }, { "dim_process": 18, "seq_idx": 1227, "seq_len": 54, "time_since_start": [ 0.0, 0.5714285714285714, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.857142857142857, 5.142857142857143, 7.428571428571429, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 9.571428571428571, 10.285714285714286, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.285714285714286, 11.571428571428571, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.428571428571429, 13.285714285714286, 13.714285714285714, 14.0, 14.285714285714286, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.571428571428571, 15.857142857142858, 16.0, 16.142857142857142, 16.571428571428573, 16.857142857142858, 17.285714285714285, 18.571428571428573, 18.857142857142858, 19.0, 19.142857142857142, 20.714285714285715, 22.428571428571427, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 2.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 2.2857142857142856, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 1.7142857142857142, 2.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 15, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. After a sustained period of reviewing books, there is a brief introduction of reviews in the \"Grocery and Gourmet Food\" and \"Clothing Shoes and Jewelry\" categories around week 7. Following this, the user returns to reviewing books for several weeks before gradually incorporating reviews from the \"Kindle Store.\" The reviews for the \"Kindle Store\" become more frequent in the later weeks, indicating a shift in focus, while books continue to be reviewed throughout the entire sequence, maintaining a dominant presence. Overall, the trend shows an initial concentration on books, followed by a diversification into other categories, and then a return to books with an increasing inclusion of Kindle-related reviews as time progresses." }, { "dim_process": 18, "seq_idx": 1228, "seq_len": 41, "time_since_start": [ 0.0, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.428571428571429, 6.714285714285714, 6.714285714285714, 10.285714285714286, 13.285714285714286, 13.571428571428571, 14.285714285714286, 14.285714285714286, 14.428571428571429, 16.142857142857142, 16.142857142857142, 16.142857142857142, 17.285714285714285, 17.285714285714285, 20.0, 20.0, 20.0, 20.0, 22.0, 22.714285714285715, 22.714285714285715, 23.0, 23.0, 23.0, 23.0, 23.142857142857142, 23.285714285714285, 23.428571428571427, 23.428571428571427, 23.428571428571427, 24.0, 24.571428571428573, 24.857142857142858, 25.0, 25.0, 25.0, 25.0 ], "time_since_last_event": [ 0.0, 5.142857142857143, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.0, 3.5714285714285716, 3.0, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 1.7142857142857142, 0.0, 0.0, 1.1428571428571428, 0.0, 2.7142857142857144, 0.0, 0.0, 0.0, 2.0, 0.7142857142857143, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.0 ], "type_event": [ 1, 0, 0, 11, 5, 7, 0, 7, 11, 17, 0, 7, 7, 9, 0, 0, 7, 1, 0, 7, 0, 6, 0, 7, 0, 17, 11, 0, 1, 0, 9, 9, 7, 0, 0, 11, 7, 10, 11, 4, 1 ], "type_text": [ "Tools and Home Improvement", "Other", "Other", "Home and Kitchen", "Automotive", "Grocery and Gourmet Food", "Other", "Grocery and Gourmet Food", "Home and Kitchen", "Cell Phones and Accessories", "Other", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Office Products", "Other", "Other", "Grocery and Gourmet Food", "Tools and Home Improvement", "Other", "Grocery and Gourmet Food", "Other", "Industrial and Scientific", "Other", "Grocery and Gourmet Food", "Other", "Cell Phones and Accessories", "Home and Kitchen", "Other", "Tools and Home Improvement", "Other", "Office Products", "Office Products", "Grocery and Gourmet Food", "Other", "Other", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Electronics", "Tools and Home Improvement" ], "description": "The sequence of product reviews begins with a review in the Tools and Home Improvement category, followed by a series of reviews in the Other category within the first six weeks. As time progresses, there is a noticeable increase in reviews related to Grocery and Gourmet Food, particularly clustered around weeks 10 to 24. The user also reviews categories like Home and Kitchen and Office Products, with multiple reviews occurring around the 23-week mark. Overall, the reviews tend to cluster around specific periods, particularly with Grocery and Gourmet Food, while Other remains a consistently reviewed category throughout the timeline." }, { "dim_process": 18, "seq_idx": 1229, "seq_len": 41, "time_since_start": [ 0.0, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 5.142857142857143, 5.857142857142857, 6.0, 6.142857142857143, 6.571428571428571, 6.857142857142857, 7.142857142857143, 8.142857142857142, 8.285714285714286, 9.714285714285714, 10.285714285714286, 11.714285714285714, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.285714285714286, 13.428571428571429, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.0, 15.142857142857142, 15.571428571428571, 17.428571428571427, 18.142857142857142, 18.428571428571427, 21.142857142857142, 21.571428571428573, 21.571428571428573, 22.428571428571427, 22.428571428571427, 22.428571428571427, 22.428571428571427, 23.428571428571427, 24.857142857142858 ], "time_since_last_event": [ 0.0, 3.7142857142857144, 0.14285714285714285, 0.0, 1.2857142857142858, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.0, 0.14285714285714285, 1.4285714285714286, 0.5714285714285714, 1.4285714285714286, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.8571428571428572, 0.7142857142857143, 0.2857142857142857, 2.7142857142857144, 0.42857142857142855, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 1.0, 1.4285714285714286 ], "type_event": [ 15, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 15, 12, 15, 11, 0, 16, 15 ], "type_text": [ "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Kindle Store", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a review in the Clothing, Shoes, and Jewelry category, followed by a series of reviews predominantly in the Books category, which continues to dominate the timeline for several weeks. After a substantial cluster of Book reviews, there is a slight diversification with reviews in other categories such as Home and Kitchen, Sports and Outdoors, and Kindle Store, occurring later in the timeline. Notably, reviews in the Clothing, Shoes, and Jewelry category reappear intermittently throughout the sequence, particularly towards the end. Overall, the trend shows a heavy concentration of Book reviews early on, with a gradual introduction of other categories as time progresses." }, { "dim_process": 18, "seq_idx": 1230, "seq_len": 43, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.5714285714285716, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.142857142857143, 6.571428571428571, 7.142857142857143, 8.0, 8.571428571428571, 11.857142857142858, 12.0, 12.285714285714286, 12.285714285714286, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.857142857142858, 14.285714285714286, 14.428571428571429, 15.142857142857142, 17.857142857142858, 18.0, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 3.2857142857142856, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 2.7142857142857144, 0.14285714285714285, 4.428571428571429 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 15, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The user predominantly submitted reviews in the \"Books\" category, with a consistent pattern of reviews occurring frequently in the initial weeks. There is a noticeable clustering of book reviews in the first several weeks, followed by a gradual increase in the intervals between reviews as time progresses. The user also submitted reviews in the \"Kindle Store\" category, which appear sporadically after the initial wave of book reviews, and a single review in the \"Clothing Shoes and Jewelry\" category occurs later in the sequence. Overall, the trend shows a strong initial focus on books, with a shift to other categories occurring less frequently over time." }, { "dim_process": 18, "seq_idx": 1231, "seq_len": 64, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.857142857142857, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.285714285714286, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.0, 8.142857142857142, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 11.428571428571429, 11.714285714285714, 12.0, 12.0, 13.0, 13.142857142857142, 13.285714285714286, 14.857142857142858, 15.0, 15.142857142857142, 15.714285714285714, 16.0, 16.142857142857142, 16.571428571428573, 16.714285714285715, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 18.142857142857142, 19.428571428571427, 20.142857142857142, 24.714285714285715, 25.142857142857142, 25.428571428571427, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 1.0, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.2857142857142858, 0.7142857142857143, 4.571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 16, 10, 16, 16, 16, 16, 16, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, particularly in the early weeks, with several clusters of reviews submitted in quick succession. Reviews for the \"Kindle Store\" category begin to appear around the 1-week mark and increase in frequency over time, particularly noticeable in the later weeks. There is a notable shift towards more \"Kindle Store\" reviews after the 10-week mark, suggesting a gradual increase in engagement with that category. Overall, the pattern indicates an initial emphasis on books, followed by a growing interest in the Kindle Store as time progresses." }, { "dim_process": 18, "seq_idx": 1232, "seq_len": 52, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 1.0, 1.1428571428571428, 1.4285714285714286, 2.0, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.142857142857143, 3.857142857142857, 4.0, 4.571428571428571, 4.571428571428571, 4.714285714285714, 5.142857142857143, 6.0, 6.571428571428571, 6.714285714285714, 6.714285714285714, 6.714285714285714, 6.714285714285714, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.0, 8.571428571428571, 9.0, 9.571428571428571, 10.857142857142858, 11.0, 11.571428571428571, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.0, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.0, 14.571428571428571, 14.714285714285714, 16.0, 16.857142857142858, 17.0, 17.142857142857142, 18.285714285714285, 18.857142857142858, 20.0, 23.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.0, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 1.1428571428571428, 3.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 16, 10, 10, 10, 12, 15, 3, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which dominates the early part of the timeline and continues throughout the entire period. The first review for the \"Kindle Store\" occurs after several weeks of book reviews, indicating a slight shift in category but still closely related to books. There is a notable cluster of reviews in the \"Books\" category, particularly concentrated in the initial weeks and again in the later weeks, with a few reviews in other categories appearing around the sixth week. Overall, the trend indicates a strong preference for books, with occasional diversification into related categories." }, { "dim_process": 18, "seq_idx": 1233, "seq_len": 52, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.1428571428571428, 2.0, 2.4285714285714284, 2.4285714285714284, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.428571428571429, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 8.428571428571429, 8.714285714285714, 9.142857142857142, 9.142857142857142, 9.428571428571429, 9.571428571428571, 10.571428571428571, 11.0, 11.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.857142857142858, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.571428571428571, 15.142857142857142, 15.571428571428571, 15.714285714285714, 16.0, 18.142857142857142, 18.285714285714285, 18.428571428571427, 19.142857142857142, 19.285714285714285, 20.714285714285715, 23.142857142857142, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 1.0, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 2.142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.4285714285714286, 2.4285714285714284, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 15, 10, 16, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 3, 10, 10, 3, 10, 10, 10, 10, 10, 10, 10, 3, 10, 3, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the early weeks. Other categories such as \"Kindle Store,\" \"Clothing Shoes and Jewelry,\" \"Home and Kitchen,\" and \"Arts Crafts and Sewing\" appear sporadically, primarily clustered around the 3 to 12-week mark. There is a notable increase in reviews for \"Arts Crafts and Sewing\" around the 8 to 14-week period, while reviews for \"Office Products\" appear later in the sequence, around the 23-week mark. Overall, the trend indicates a strong and sustained interest in books, with occasional diversification into other categories." }, { "dim_process": 18, "seq_idx": 1234, "seq_len": 44, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.857142857142857, 3.142857142857143, 3.7142857142857144, 4.285714285714286, 4.571428571428571, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.142857142857143, 6.428571428571429, 6.714285714285714, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.0, 9.285714285714286, 9.571428571428571, 10.0, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.285714285714286, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.142857142857142, 15.142857142857142, 15.714285714285714, 15.857142857142858, 16.714285714285715, 18.142857142857142, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.0, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 1.4285714285714286, 4.571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Most reviews occur within the first 16 weeks, with a notable concentration in the initial weeks, particularly between weeks 0 and 6. There is a single instance of a review in the \"Kindle Store\" category at week 2. After week 16, the frequency of reviews decreases significantly, with the last review submitted at week 22. Overall, the reviews are clustered primarily in the early part of the timeline, indicating a sustained interest in books initially, followed by a tapering off." }, { "dim_process": 18, "seq_idx": 1235, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 1.1428571428571428, 1.7142857142857142, 2.142857142857143, 2.5714285714285716, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 4.0, 4.714285714285714, 5.142857142857143, 5.571428571428571, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.714285714285714, 8.142857142857142, 8.714285714285714, 9.142857142857142, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.571428571428571, 10.714285714285714, 11.0, 11.714285714285714, 11.714285714285714, 12.0, 12.285714285714286, 12.714285714285714, 13.285714285714286, 13.714285714285714, 14.142857142857142, 14.714285714285714, 15.0, 15.285714285714286, 15.857142857142858, 16.571428571428573, 16.857142857142858, 17.0, 17.714285714285715, 18.142857142857142, 19.714285714285715, 21.714285714285715, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.0, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 1.5714285714285714, 2.0, 1.0 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted over an extended period. The first review occurs shortly after the initial timestamp, and reviews in the \"Books\" category are predominantly clustered within the first 18 weeks, with a gradual increase in frequency. The only review in the \"Kindle Store\" category appears later in the sequence, indicating a brief diversion from the primary focus on books. Overall, the trend reflects a sustained engagement with book reviews, with a notable concentration of activity in the earlier weeks." }, { "dim_process": 18, "seq_idx": 1236, "seq_len": 44, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.0, 2.857142857142857, 3.0, 3.4285714285714284, 4.0, 4.285714285714286, 4.428571428571429, 4.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.285714285714286, 8.428571428571429, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.142857142857142, 14.428571428571429, 14.428571428571429, 15.0, 15.142857142857142, 16.857142857142858, 17.857142857142858, 18.428571428571427, 18.571428571428573, 19.0, 19.142857142857142, 19.285714285714285, 20.571428571428573, 21.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 2.142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 1.1428571428571428, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.2857142857142858, 0.0, 0.5714285714285714, 0.14285714285714285, 1.7142857142857142, 1.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of submissions occurring over time. Initially, reviews for \"Books\" are submitted frequently, with a notable cluster in the first few weeks. The \"Kindle Store\" reviews appear less frequently and are interspersed among the \"Books\" reviews, primarily emerging after the first month. As time progresses, the user continues to submit more \"Books\" reviews, with occasional returns to the \"Kindle Store.\" Overall, the trend indicates a sustained interest in \"Books\" throughout the timeline, with \"Kindle Store\" reviews appearing more sporadically." }, { "dim_process": 18, "seq_idx": 1237, "seq_len": 70, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 2.0, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 3.5714285714285716, 3.5714285714285716, 4.571428571428571, 4.571428571428571, 4.857142857142857, 6.0, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.714285714285714, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.0, 9.0, 9.428571428571429, 9.428571428571429, 9.571428571428571, 9.571428571428571, 9.714285714285714, 11.0, 11.428571428571429, 11.714285714285714, 11.857142857142858, 13.0, 13.428571428571429, 13.571428571428571, 13.571428571428571, 14.285714285714286, 14.428571428571429, 14.428571428571429, 14.571428571428571, 14.571428571428571, 15.571428571428571, 15.571428571428571, 17.428571428571427, 17.571428571428573, 17.571428571428573, 18.714285714285715, 19.428571428571427, 20.571428571428573, 20.714285714285715, 22.857142857142858, 23.142857142857142, 23.714285714285715, 23.857142857142858, 24.0, 24.571428571428573, 24.714285714285715, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 1.0, 0.0, 1.0, 0.0, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 1.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 1.0, 0.0, 1.8571428571428572, 0.14285714285714285, 0.0, 1.1428571428571428, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 2.142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 16, 16, 16, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 16, 10, 16, 10, 16, 10, 16, 16, 16, 10, 16, 16, 16, 10, 16, 16, 10 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on the categories of Books and Kindle Store. Initially, both categories are reviewed almost simultaneously, but as time progresses, there is a noticeable clustering of reviews for Books, particularly between the 1 to 14-week mark. The frequency of Kindle Store reviews increases significantly in the later weeks, especially after the 6-week mark, indicating a trend where Kindle Store reviews become more prominent towards the end of the sequence. Overall, while both categories are reviewed throughout, Books tend to dominate the earlier weeks, whereas Kindle Store reviews become more frequent in the later stages." }, { "dim_process": 18, "seq_idx": 1238, "seq_len": 41, "time_since_start": [ 0.0, 2.0, 3.142857142857143, 3.7142857142857144, 5.285714285714286, 5.571428571428571, 5.857142857142857, 7.428571428571429, 8.714285714285714, 9.142857142857142, 9.285714285714286, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.714285714285714, 11.857142857142858, 12.0, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.285714285714286, 13.857142857142858, 14.142857142857142, 15.142857142857142, 15.428571428571429, 15.571428571428571, 16.0, 16.285714285714285, 16.857142857142858, 17.571428571428573, 17.714285714285715, 18.0, 18.0, 18.285714285714285, 19.714285714285715, 20.0, 20.571428571428573, 20.857142857142858, 21.142857142857142, 21.142857142857142, 24.285714285714285 ], "time_since_last_event": [ 0.0, 2.0, 1.1428571428571428, 0.5714285714285714, 1.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 1.2857142857142858, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 1.4285714285714286, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.0, 3.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with numerous reviews submitted predominantly in the early weeks. The reviews for \"Books\" cluster heavily in the initial 24 weeks, with a notable shift occurring around week 16 when reviews for the \"Kindle Store\" begin to emerge. After this point, there is a gradual increase in \"Kindle Store\" reviews, although \"Books\" reviews continue to be submitted throughout the entire period. The timing indicates that the user primarily engaged with \"Books\" before diversifying into the \"Kindle Store\" category later in the sequence." }, { "dim_process": 18, "seq_idx": 1239, "seq_len": 83, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 2.0, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 4.0, 4.142857142857143, 4.142857142857143, 4.428571428571429, 4.428571428571429, 4.857142857142857, 4.857142857142857, 5.0, 5.0, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.0, 8.142857142857142, 10.142857142857142, 10.428571428571429, 11.0, 11.142857142857142, 11.142857142857142, 11.285714285714286, 11.428571428571429, 12.142857142857142, 12.428571428571429, 12.571428571428571, 13.142857142857142, 13.285714285714286, 13.571428571428571, 14.714285714285714, 15.571428571428571, 16.0, 16.142857142857142, 16.142857142857142, 16.285714285714285, 16.714285714285715, 17.571428571428573, 17.714285714285715, 18.714285714285715, 18.714285714285715, 19.285714285714285, 19.428571428571427, 19.857142857142858, 19.857142857142858, 20.0, 20.285714285714285, 21.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 2.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 1.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858 ], "type_event": [ 16, 16, 16, 16, 16, 16, 10, 16, 16, 16, 16, 16, 10, 16, 10, 16, 16, 10, 16, 16, 10, 16, 10, 10, 16, 16, 10, 16, 10, 16, 16, 16, 16, 16, 10, 16, 16, 10, 16, 16, 10, 16, 16, 16, 16, 10, 16, 16, 16, 16, 10, 10, 16, 16, 10, 16, 10, 16, 10, 10, 10, 16, 16, 16, 16, 0, 10, 10, 16, 10, 16, 10, 16, 10, 16, 10, 16, 16, 16, 10, 16, 16, 10 ], "type_text": [ "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Other", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the Kindle Store, with multiple reviews submitted in the initial weeks. As time progresses, there is a gradual increase in the variety of review categories, particularly with the introduction of Books around the second week. The reviews for both the Kindle Store and Books continue to intersperse throughout the timeline, with notable clusters occurring around the 3 to 5-week mark and again in the later weeks. Towards the end of the sequence, there is a slight shift with the emergence of a review in the Other category, while the frequency of reviews for both Kindle Store and Books remains consistent." }, { "dim_process": 18, "seq_idx": 1240, "seq_len": 45, "time_since_start": [ 0.0, 0.0, 1.5714285714285714, 1.5714285714285714, 2.142857142857143, 2.5714285714285716, 2.5714285714285716, 3.4285714285714284, 5.0, 5.285714285714286, 5.857142857142857, 6.142857142857143, 6.285714285714286, 7.285714285714286, 7.285714285714286, 7.285714285714286, 7.285714285714286, 7.428571428571429, 7.428571428571429, 7.428571428571429, 7.428571428571429, 7.714285714285714, 8.428571428571429, 9.142857142857142, 9.142857142857142, 9.571428571428571, 9.571428571428571, 9.571428571428571, 10.142857142857142, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 11.714285714285714, 12.142857142857142, 16.285714285714285, 16.857142857142858, 16.857142857142858, 18.571428571428573, 20.0, 20.428571428571427, 22.428571428571427, 22.428571428571427, 22.428571428571427, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 1.5714285714285714, 0.0, 0.5714285714285714, 0.42857142857142855, 0.0, 0.8571428571428571, 1.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.0, 0.42857142857142855, 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.0, 0.0, 0.0, 1.0, 0.42857142857142855, 4.142857142857143, 0.5714285714285714, 0.0, 1.7142857142857142, 1.4285714285714286, 0.42857142857142855, 2.0, 0.0, 0.0, 3.2857142857142856 ], "type_event": [ 11, 15, 2, 11, 11, 2, 10, 11, 1, 7, 13, 13, 10, 6, 2, 1, 11, 10, 3, 15, 11, 1, 13, 13, 10, 13, 3, 2, 3, 13, 1, 10, 15, 13, 13, 13, 13, 15, 12, 5, 13, 13, 7, 2, 12 ], "type_text": [ "Home and Kitchen", "Clothing Shoes and Jewelry", "Pet Supplies", "Home and Kitchen", "Home and Kitchen", "Pet Supplies", "Books", "Home and Kitchen", "Tools and Home Improvement", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Patio Lawn and Garden", "Books", "Industrial and Scientific", "Pet Supplies", "Tools and Home Improvement", "Home and Kitchen", "Books", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Patio Lawn and Garden", "Patio Lawn and Garden", "Books", "Patio Lawn and Garden", "Arts Crafts and Sewing", "Pet Supplies", "Arts Crafts and Sewing", "Patio Lawn and Garden", "Tools and Home Improvement", "Books", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Patio Lawn and Garden", "Patio Lawn and Garden", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Automotive", "Patio Lawn and Garden", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Pet Supplies", "Sports and Outdoors" ], "description": "The sequence of product reviews shows a pattern where the user initially reviews items from the Home and Kitchen and Clothing Shoes and Jewelry categories, followed by a gradual introduction of Pet Supplies and Books. As time progresses, there is a noticeable clustering of reviews in the Patio Lawn and Garden category, particularly in the later weeks, alongside a consistent presence of Tools and Home Improvement reviews. The user also diversifies into other categories like Sports and Outdoors and Automotive as the timeline advances, with a significant concentration of reviews occurring in the weeks around the 7 to 10-week mark. Overall, the reviews tend to cluster around specific categories at different intervals, with a clear shift towards Patio Lawn and Garden in the later stages." }, { "dim_process": 18, "seq_idx": 1241, "seq_len": 53, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 3.142857142857143, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 4.285714285714286, 4.285714285714286, 4.428571428571429, 5.571428571428571, 5.714285714285714, 5.714285714285714, 6.428571428571429, 6.857142857142857, 7.142857142857143, 7.142857142857143, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.0, 9.0, 9.142857142857142, 10.285714285714286, 11.857142857142858, 12.714285714285714, 13.285714285714286, 14.714285714285714, 15.142857142857142, 15.428571428571429, 15.571428571428571, 16.142857142857142, 16.571428571428573, 16.714285714285715, 17.285714285714285, 18.0, 18.0, 18.571428571428573, 18.571428571428573, 18.571428571428573, 18.714285714285715, 18.714285714285715, 19.142857142857142, 20.571428571428573, 21.0, 24.428571428571427, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 1.2857142857142858, 0.42857142857142855, 0.0, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.0, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 1.0, 0.14285714285714285, 1.1428571428571428, 1.5714285714285714, 0.8571428571428571, 0.5714285714285714, 1.4285714285714286, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.0, 0.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 1.4285714285714286, 0.42857142857142855, 3.4285714285714284, 0.5714285714285714 ], "type_event": [ 11, 1, 15, 1, 7, 10, 17, 0, 11, 1, 12, 17, 0, 4, 10, 0, 10, 15, 1, 1, 12, 11, 10, 10, 2, 1, 1, 9, 13, 2, 2, 2, 10, 10, 10, 11, 10, 11, 12, 1, 0, 0, 11, 0, 11, 13, 0, 17, 5, 12, 11, 10, 11 ], "type_text": [ "Home and Kitchen", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Grocery and Gourmet Food", "Books", "Cell Phones and Accessories", "Other", "Home and Kitchen", "Tools and Home Improvement", "Sports and Outdoors", "Cell Phones and Accessories", "Other", "Electronics", "Books", "Other", "Books", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Tools and Home Improvement", "Sports and Outdoors", "Home and Kitchen", "Books", "Books", "Pet Supplies", "Tools and Home Improvement", "Tools and Home Improvement", "Office Products", "Patio Lawn and Garden", "Pet Supplies", "Pet Supplies", "Pet Supplies", "Books", "Books", "Books", "Home and Kitchen", "Books", "Home and Kitchen", "Sports and Outdoors", "Tools and Home Improvement", "Other", "Other", "Home and Kitchen", "Other", "Home and Kitchen", "Patio Lawn and Garden", "Other", "Cell Phones and Accessories", "Automotive", "Sports and Outdoors", "Home and Kitchen", "Books", "Home and Kitchen" ], "description": "The sequence of product reviews shows a progression over time with a notable focus on specific categories. Initially, reviews for Home and Kitchen and Tools and Home Improvement appear early in the timeline, followed by a mix of categories including Clothing, Grocery, and Books within the first few weeks. A significant clustering of Tools and Home Improvement reviews occurs around the 1.5 to 8-week mark, while Books become increasingly prominent later in the sequence, particularly between weeks 5 and 15. Home and Kitchen reviews also appear consistently throughout, with several entries in the latter half of the timeline, indicating a sustained interest in this category. Other categories, such as Pet Supplies and Sports and Outdoors, also show clusters around specific periods, particularly in the mid to late weeks." }, { "dim_process": 18, "seq_idx": 1242, "seq_len": 43, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.2857142857142858, 2.2857142857142856, 2.7142857142857144, 2.7142857142857144, 3.4285714285714284, 4.571428571428571, 5.142857142857143, 5.428571428571429, 6.142857142857143, 6.285714285714286, 7.0, 7.285714285714286, 8.285714285714286, 8.571428571428571, 9.142857142857142, 9.714285714285714, 10.285714285714286, 10.285714285714286, 10.857142857142858, 11.428571428571429, 12.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.285714285714286, 14.571428571428571, 14.571428571428571, 16.142857142857142, 16.714285714285715, 17.571428571428573, 17.571428571428573, 18.285714285714285, 18.428571428571427, 18.714285714285715, 20.714285714285715, 21.428571428571427, 23.428571428571427, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.0, 0.42857142857142855, 0.0, 0.7142857142857143, 1.1428571428571428, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.0, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 1.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 2.0, 0.7142857142857143, 2.0, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 7, 10, 10, 10, 10, 10, 15, 0, 10, 10, 11, 10, 10, 10, 11, 10, 10, 10, 13, 10, 7, 10, 10, 11, 10, 0, 10, 10, 2, 10, 12, 10, 10, 11, 10, 11, 11, 2 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Other", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Patio Lawn and Garden", "Books", "Grocery and Gourmet Food", "Books", "Books", "Home and Kitchen", "Books", "Other", "Books", "Books", "Pet Supplies", "Books", "Sports and Outdoors", "Books", "Books", "Home and Kitchen", "Books", "Home and Kitchen", "Home and Kitchen", "Pet Supplies" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple reviews submitted consistently throughout the timeline. The initial reviews are concentrated in the \"Books\" category, with a few instances of other categories appearing around the two to three-week mark. As the sequence progresses, there are clusters of reviews in the \"Home and Kitchen\" category, particularly noticeable in the later weeks. Other categories, such as \"Grocery and Gourmet Food\" and \"Pet Supplies,\" appear sporadically, indicating a varied interest but with the majority of reviews consistently favoring books over time." }, { "dim_process": 18, "seq_idx": 1243, "seq_len": 76, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 2.0, 2.142857142857143, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.571428571428571, 7.0, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.0, 10.142857142857142, 10.714285714285714, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.0, 12.285714285714286, 13.142857142857142, 13.428571428571429, 13.571428571428571, 14.0, 14.142857142857142, 14.857142857142858, 15.0, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.0, 16.428571428571427, 16.571428571428573, 17.0, 17.571428571428573, 18.428571428571427, 18.571428571428573, 20.0, 21.285714285714285, 22.0, 22.142857142857142, 22.571428571428573, 23.0, 23.285714285714285, 23.428571428571427, 25.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 1.4285714285714286, 1.2857142857142858, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews categorized as \"Books\" and spans a significant period. The reviews begin at week 0 and continue consistently with a notable frequency, particularly in the early weeks. There is a gradual increase in the time intervals between reviews as the sequence progresses, indicating a trend of clustering in the initial weeks followed by a more spaced-out pattern in later weeks. Overall, the reviews predominantly occur within the first 25 weeks, with no diversification in categories throughout the sequence." }, { "dim_process": 18, "seq_idx": 1244, "seq_len": 76, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 2.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.285714285714286, 9.428571428571429, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.714285714285714, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.571428571428573, 17.714285714285715, 18.0, 18.714285714285715, 19.142857142857142, 20.0, 20.857142857142858, 21.571428571428573, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.7142857142857143, 2.0 ], "type_event": [ 10, 16, 16, 16, 16, 16, 16, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 10, 10, 16, 16, 16, 16, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 16, 16, 10, 10, 16, 16, 16, 16, 16, 10, 16, 16, 16, 16, 16, 16, 16, 10, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, followed by a sustained period of reviews primarily in the \"Kindle Store\" category. The initial reviews are concentrated in the first few weeks, with a notable increase in \"Kindle Store\" reviews occurring after the first week. Throughout the sequence, there are several clusters of reviews for both categories, with \"Kindle Store\" reviews dominating the middle and later weeks, while \"Books\" reviews appear more sporadically, often interspersed with the \"Kindle Store\" reviews. The pattern shows a tendency for \"Kindle Store\" reviews to occur more frequently over time, particularly in the later weeks." }, { "dim_process": 18, "seq_idx": 1245, "seq_len": 40, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 2.2857142857142856, 2.5714285714285716, 2.5714285714285716, 3.2857142857142856, 3.857142857142857, 3.857142857142857, 5.0, 5.0, 6.0, 6.142857142857143, 6.285714285714286, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.714285714285714, 7.857142857142857, 8.571428571428571, 8.714285714285714, 9.0, 9.428571428571429, 9.857142857142858, 10.285714285714286, 10.285714285714286, 10.428571428571429, 11.857142857142858, 12.142857142857142, 15.571428571428571, 16.428571428571427, 16.571428571428573, 18.857142857142858, 19.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.0, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.7142857142857143, 0.5714285714285714, 0.0, 1.1428571428571428, 0.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 3.4285714285714284, 0.8571428571428571, 0.14285714285714285, 2.2857142857142856, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 17, 8, 10, 11, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 15, 8, 10, 10, 10, 10, 15, 10, 10, 10, 10, 16, 10, 10, 10, 10, 9, 12, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Cell Phones and Accessories", "Toys and Games", "Books", "Home and Kitchen", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Toys and Games", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Office Products", "Sports and Outdoors", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on books, with multiple reviews submitted in the initial weeks. As time progresses, there is a notable introduction of reviews in other categories, such as cell phones, toys, and home goods, around the 1.71-week mark. The reviews predominantly return to books, maintaining a consistent presence throughout the timeline, with additional reviews in the Kindle Store appearing intermittently. Later in the sequence, reviews for clothing, office products, and sports and outdoors categories emerge, but the majority of reviews remain concentrated in the books category, particularly in the earlier and later weeks." }, { "dim_process": 18, "seq_idx": 1246, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 2.4285714285714284, 2.857142857142857, 4.0, 4.142857142857143, 4.857142857142857, 5.428571428571429, 6.142857142857143, 6.285714285714286, 6.428571428571429, 7.857142857142857, 8.0, 8.857142857142858, 9.0, 9.857142857142858, 10.0, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.428571428571429, 15.428571428571429, 16.0, 16.857142857142858, 17.0, 17.142857142857142, 17.428571428571427, 17.857142857142858, 18.0, 18.428571428571427, 20.857142857142858, 21.142857142857142, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.0, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 1.0, 1.0, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 2.4285714285714284, 0.2857142857142857, 4.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions, with all reviews categorized under \"Books.\" The reviews are primarily clustered within the initial weeks, with a notable frequency of submissions occurring in the first 18 weeks. After this period, there is a gradual decrease in the frequency of reviews, with fewer submissions noted in the later weeks, particularly after the 20-week mark. Overall, the trend indicates a high volume of reviews in the early stages, tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 1247, "seq_len": 41, "time_since_start": [ 0.0, 1.4285714285714286, 1.8571428571428572, 2.0, 2.142857142857143, 2.857142857142857, 3.7142857142857144, 4.857142857142857, 5.0, 6.0, 6.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.571428571428571, 8.714285714285714, 9.714285714285714, 9.857142857142858, 11.142857142857142, 11.857142857142858, 12.142857142857142, 13.142857142857142, 13.428571428571429, 13.857142857142858, 14.714285714285714, 15.142857142857142, 16.0, 16.142857142857142, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.714285714285715, 18.0, 18.142857142857142, 18.714285714285715, 20.571428571428573, 20.714285714285715, 21.428571428571427, 21.571428571428573 ], "time_since_last_event": [ 0.0, 1.4285714285714286, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 0.14285714285714285, 1.0, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 0.2857142857142857, 1.0, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.8571428571428572, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted in this category throughout the timeline. Reviews predominantly cluster within the first 20 weeks, with only one review in the \"Kindle Store\" category occurring later in the sequence. There is a gradual increase in the frequency of reviews over time, particularly noticeable in the initial weeks, followed by a sustained pattern of submissions in the subsequent weeks. Overall, the trend indicates a strong and continuous engagement with books, with minimal diversification into other categories." }, { "dim_process": 18, "seq_idx": 1248, "seq_len": 58, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.428571428571429, 5.571428571428571, 5.571428571428571, 6.714285714285714, 6.714285714285714, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.714285714285714, 10.0, 10.857142857142858, 12.285714285714286, 12.714285714285714, 12.714285714285714, 14.571428571428571, 14.714285714285714, 16.0, 16.142857142857142, 16.428571428571427, 16.428571428571427, 16.428571428571427, 17.428571428571427, 17.428571428571427, 18.571428571428573, 18.571428571428573, 19.428571428571427, 19.428571428571427, 19.428571428571427, 20.714285714285715, 20.714285714285715, 21.142857142857142, 24.571428571428573, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 2.142857142857143, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 1.1428571428571428, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 2.2857142857142856, 0.8571428571428571, 1.4285714285714286, 0.42857142857142855, 0.0, 1.8571428571428572, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 1.0, 0.0, 1.1428571428571428, 0.0, 0.8571428571428571, 0.0, 0.0, 1.2857142857142858, 0.0, 0.42857142857142855, 3.4285714285714284, 0.2857142857142857 ], "type_event": [ 5, 11, 12, 1, 10, 1, 11, 6, 4, 1, 10, 12, 1, 11, 6, 12, 0, 5, 3, 11, 1, 4, 1, 6, 11, 11, 4, 1, 6, 2, 6, 6, 0, 13, 4, 6, 6, 1, 6, 6, 6, 12, 6, 6, 4, 11, 15, 7, 1, 4, 7, 6, 15, 4, 5, 11, 4, 4 ], "type_text": [ "Automotive", "Home and Kitchen", "Sports and Outdoors", "Tools and Home Improvement", "Books", "Tools and Home Improvement", "Home and Kitchen", "Industrial and Scientific", "Electronics", "Tools and Home Improvement", "Books", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Industrial and Scientific", "Sports and Outdoors", "Other", "Automotive", "Arts Crafts and Sewing", "Home and Kitchen", "Tools and Home Improvement", "Electronics", "Tools and Home Improvement", "Industrial and Scientific", "Home and Kitchen", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Industrial and Scientific", "Pet Supplies", "Industrial and Scientific", "Industrial and Scientific", "Other", "Patio Lawn and Garden", "Electronics", "Industrial and Scientific", "Industrial and Scientific", "Tools and Home Improvement", "Industrial and Scientific", "Industrial and Scientific", "Industrial and Scientific", "Sports and Outdoors", "Industrial and Scientific", "Industrial and Scientific", "Electronics", "Home and Kitchen", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Tools and Home Improvement", "Electronics", "Grocery and Gourmet Food", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Electronics", "Automotive", "Home and Kitchen", "Electronics", "Electronics" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first week, primarily focusing on Automotive, Home and Kitchen, Sports and Outdoors, and Tools and Home Improvement. As time progresses, there is a noticeable clustering of reviews around Tools and Home Improvement and Industrial and Scientific categories, particularly between weeks 2 and 14. Electronics reviews start to appear more frequently after week 10, while Home and Kitchen reviews show consistent submissions throughout the timeline. The sequence also indicates a gradual increase in the variety of categories reviewed, with a notable peak in Industrial and Scientific reviews around weeks 12 to 17." }, { "dim_process": 18, "seq_idx": 1249, "seq_len": 52, "time_since_start": [ 0.0, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 2.142857142857143, 2.2857142857142856, 3.0, 3.142857142857143, 3.5714285714285716, 4.142857142857143, 4.428571428571429, 4.571428571428571, 5.0, 5.142857142857143, 5.285714285714286, 6.428571428571429, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.571428571428571, 9.857142857142858, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.142857142857142, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.285714285714286, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.857142857142858, 16.142857142857142, 16.285714285714285, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.285714285714285, 18.428571428571427, 19.428571428571427, 21.285714285714285 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.0, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user is exclusively focused on books, with all entries categorized under this type. Reviews are consistently submitted over a span of time, with a noticeable clustering of reviews occurring in the earlier weeks, particularly within the first 18 weeks. As time progresses, the frequency of reviews appears to decrease, with longer intervals between submissions observed in the later weeks of the sequence. Overall, the pattern indicates a strong initial engagement with books, tapering off as time goes on." }, { "dim_process": 18, "seq_idx": 1250, "seq_len": 100, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.0, 1.0, 1.2857142857142858, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 2.857142857142857, 3.0, 3.142857142857143, 3.142857142857143, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 3.857142857142857, 4.0, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.285714285714286, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.714285714285714, 6.857142857142857, 7.0, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.285714285714286, 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11, 10, 10, 10, 10, 2, 10, 15, 16, 16, 2, 7, 12, 3 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Clothing Shoes and Jewelry", "Movies and TV", "Books", "Clothing Shoes and Jewelry", "Movies and TV", "Books", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Pet Supplies", "Books", "Books", "Kindle Store", "Office Products", "Tools and Home Improvement", "Grocery and Gourmet Food", "Kindle Store", "Books", "Kindle Store", "Office Products", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Arts Crafts and Sewing", "Books", "Books", "Other", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Other", "Sports and Outdoors", "Books", "Kindle Store", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Kindle Store", "Other", "Books", "Tools and Home Improvement", "Books", "Kindle Store", "Books", "Books", "Books", "Arts Crafts and Sewing", "Kindle Store", "Pet Supplies", "Books", "Books", "Kindle Store", "Books", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Home and Kitchen", "Home and Kitchen", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Clothing Shoes and Jewelry", "Kindle Store", "Kindle Store", "Pet Supplies", "Grocery and Gourmet Food", "Sports and Outdoors", "Arts Crafts and Sewing" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, with a notable concentration of reviews occurring consistently throughout the timeline. Early on, reviews for \"Kindle Store\" and \"Clothing Shoes and Jewelry\" appear, but the frequency of \"Books\" reviews significantly increases after the first few weeks. Other categories, such as \"Movies and TV,\" \"Grocery and Gourmet Food,\" and \"Pet Supplies,\" are reviewed less frequently and tend to cluster at specific intervals, particularly in the mid to later weeks. The presence of \"Other\" categories is sporadic, while \"Kindle Store\" reviews appear at various points, indicating a sustained interest in both books and related digital products over time." }, { "dim_process": 18, "seq_idx": 1251, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 5.714285714285714, 6.0, 6.0, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.428571428571429, 7.428571428571429, 7.428571428571429, 7.428571428571429, 11.0, 11.0, 12.571428571428571, 12.571428571428571 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.1428571428571428, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.0, 0.0, 3.142857142857143, 0.2857142857142857, 0.0, 1.1428571428571428, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 3.5714285714285716, 0.0, 1.5714285714285714, 0.0 ], "type_event": [ 13, 1, 12, 11, 9, 15, 6, 5, 6, 13, 11, 12, 0, 5, 3, 1, 15, 15, 4, 13, 11, 1, 11, 4, 1, 13, 15, 11, 12, 7, 0, 1, 12, 0, 4, 15, 12, 15, 13, 12 ], "type_text": [ "Patio Lawn and Garden", "Tools and Home Improvement", "Sports and Outdoors", "Home and Kitchen", "Office Products", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Automotive", "Industrial and Scientific", "Patio Lawn and Garden", "Home and Kitchen", "Sports and Outdoors", "Other", "Automotive", "Arts Crafts and Sewing", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Electronics", "Patio Lawn and Garden", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Home and Kitchen", "Sports and Outdoors", "Grocery and Gourmet Food", "Other", "Tools and Home Improvement", "Sports and Outdoors", "Other", "Electronics", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the initial week, with no clear preference for any specific type. As time progresses, reviews become more clustered around certain categories, particularly in the second week, where multiple reviews in various categories are submitted simultaneously. By the seventh week, there is a notable concentration of reviews in categories such as Sports and Outdoors, Clothing Shoes and Jewelry, and Home and Kitchen. In subsequent weeks, reviews continue to show a mix of categories, but with a tendency for certain types, like Sports and Outdoors and Clothing Shoes and Jewelry, to recur more frequently. Overall, the pattern indicates an initial broad engagement followed by more concentrated reviews in specific categories over time." }, { "dim_process": 18, "seq_idx": 1252, "seq_len": 67, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 1.2857142857142858, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.0, 4.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.571428571428571, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.714285714285714, 10.0, 10.285714285714286, 10.714285714285714, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 12.285714285714286, 12.571428571428571, 13.0, 13.142857142857142, 13.142857142857142, 13.428571428571429, 13.857142857142858, 14.857142857142858, 15.142857142857142, 15.571428571428571, 16.0, 16.142857142857142, 16.428571428571427, 17.714285714285715, 19.0, 19.0, 20.0, 20.714285714285715, 21.142857142857142, 21.571428571428573, 22.857142857142858, 23.0, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 1.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 1.2857142857142858, 0.0, 1.0, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, with a notable concentration of reviews in the early weeks. The \"Kindle Store\" reviews appear less frequently, primarily clustered around specific intervals, particularly in the early and later parts of the timeline. Overall, there is a trend of increasing frequency of reviews in the \"Books\" category as time progresses, while \"Kindle Store\" reviews are interspersed but remain less frequent overall." }, { "dim_process": 18, "seq_idx": 1253, "seq_len": 102, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.142857142857143, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.142857142857142, 8.428571428571429, 8.714285714285714, 9.0, 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The first instance of reviews in the \"Kindle Store\" category appears around the fifth week, followed by additional entries in this category occurring intermittently. Overall, the reviews are heavily clustered in the \"Books\" category, with the \"Kindle Store\" reviews appearing less frequently and primarily in later weeks, suggesting a sustained focus on books before any engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 1254, "seq_len": 93, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.857142857142857, 3.0, 3.4285714285714284, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.285714285714286, 5.428571428571429, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.0, 8.285714285714286, 8.857142857142858, 9.428571428571429, 9.428571428571429, 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"Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Grocery and Gourmet Food", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Kindle Store", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews shows a predominant focus on the \"Movies and TV\" category, with reviews consistently submitted throughout the observed period. The user initially reviews \"Movies and TV\" frequently in the early weeks, followed by a gradual introduction of \"Books,\" which also sees multiple reviews clustered around specific weeks. There are notable spikes in \"Movies and TV\" reviews, particularly between weeks 6 and 24, while \"Books\" reviews appear less frequently and tend to cluster around specific intervals. The sequence concludes with a sustained emphasis on \"Movies and TV,\" indicating a strong preference for this category over time." }, { "dim_process": 18, "seq_idx": 1255, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 1.2857142857142858, 2.0, 3.0, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.428571428571429, 4.571428571428571, 5.142857142857143, 6.142857142857143, 7.857142857142857, 8.0, 8.285714285714286, 9.714285714285714, 10.0, 10.285714285714286, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.714285714285714, 13.571428571428571, 13.857142857142858, 14.142857142857142, 15.428571428571429, 15.571428571428571, 17.0, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.285714285714285, 18.857142857142858, 19.0, 19.285714285714285, 20.857142857142858, 24.142857142857142, 25.0, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 1.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.0, 1.7142857142857142, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 3.2857142857142856, 0.8571428571428571, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category throughout the entire timeline. Reviews are submitted at regular intervals, particularly clustered in the initial weeks, with a notable concentration of submissions occurring between weeks 0 and 20. After week 20, there is a slight decrease in the frequency of reviews, with the last reviews submitted around week 25, indicating a gradual tapering off of activity. Overall, the trend suggests sustained engagement with the Books category over time, with no diversification into other categories observed." }, { "dim_process": 18, "seq_idx": 1256, "seq_len": 50, "time_since_start": [ 0.0, 0.0, 0.0, 1.4285714285714286, 1.7142857142857142, 2.857142857142857, 2.857142857142857, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 7.285714285714286, 7.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 9.0, 9.285714285714286, 10.0, 10.0, 10.0, 10.0, 10.0, 10.428571428571429, 12.857142857142858, 12.857142857142858, 12.857142857142858, 14.142857142857142, 14.571428571428571, 14.571428571428571, 14.571428571428571, 15.285714285714286, 15.428571428571429, 15.428571428571429, 16.142857142857142, 16.142857142857142, 17.142857142857142, 17.857142857142858, 17.857142857142858, 17.857142857142858, 17.857142857142858, 18.142857142857142, 18.857142857142858, 18.857142857142858, 18.857142857142858, 20.428571428571427, 24.857142857142858, 24.857142857142858, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 1.4285714285714286, 0.2857142857142857, 1.1428571428571428, 0.0, 2.7142857142857144, 0.0, 0.0, 0.0, 1.7142857142857142, 0.0, 1.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 2.4285714285714284, 0.0, 0.0, 1.2857142857142858, 0.42857142857142855, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.0, 0.7142857142857143, 0.0, 1.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 0.0, 1.5714285714285714, 4.428571428571429, 0.0, 0.0 ], "type_event": [ 12, 2, 3, 12, 12, 12, 1, 2, 6, 12, 3, 12, 7, 6, 1, 12, 13, 12, 4, 6, 3, 11, 12, 4, 12, 9, 11, 12, 12, 12, 15, 11, 12, 12, 2, 1, 12, 4, 4, 2, 1, 6, 12, 12, 1, 0, 3, 12, 1, 9 ], "type_text": [ "Sports and Outdoors", "Pet Supplies", "Arts Crafts and Sewing", "Sports and Outdoors", "Sports and Outdoors", "Sports and Outdoors", "Tools and Home Improvement", "Pet Supplies", "Industrial and Scientific", "Sports and Outdoors", "Arts Crafts and Sewing", "Sports and Outdoors", "Grocery and Gourmet Food", "Industrial and Scientific", "Tools and Home Improvement", "Sports and Outdoors", "Patio Lawn and Garden", "Sports and Outdoors", "Electronics", "Industrial and Scientific", "Arts Crafts and Sewing", "Home and Kitchen", "Sports and Outdoors", "Electronics", "Sports and Outdoors", "Office Products", "Home and Kitchen", "Sports and Outdoors", "Sports and Outdoors", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Sports and Outdoors", "Sports and Outdoors", "Pet Supplies", "Tools and Home Improvement", "Sports and Outdoors", "Electronics", "Electronics", "Pet Supplies", "Tools and Home Improvement", "Industrial and Scientific", "Sports and Outdoors", "Sports and Outdoors", "Tools and Home Improvement", "Other", "Arts Crafts and Sewing", "Sports and Outdoors", "Tools and Home Improvement", "Office Products" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Sports and Outdoors, Pet Supplies, and Arts Crafts and Sewing, all submitted within the first week. Over time, there is a notable concentration of reviews in the Sports and Outdoors category, particularly in the early weeks, with multiple entries occurring around the same time. As the timeline progresses, the reviews diversify into categories such as Electronics, Tools and Home Improvement, and Industrial and Scientific, with some clustering of reviews in the later weeks, particularly around weeks 17 to 18. The reviews exhibit a pattern of increasing variety in categories as time goes on, while Sports and Outdoors remains a consistently prominent category throughout the sequence." }, { "dim_process": 18, "seq_idx": 1257, "seq_len": 44, "time_since_start": [ 0.0, 1.0, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.0, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 5.142857142857143, 5.571428571428571, 6.0, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.0, 8.285714285714286, 9.142857142857142, 9.285714285714286, 9.428571428571429, 10.142857142857142, 10.428571428571429, 11.0, 11.142857142857142, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 12.285714285714286, 12.428571428571429, 13.0, 13.571428571428571, 14.857142857142858, 15.0, 15.142857142857142, 16.142857142857142, 17.0, 19.142857142857142, 21.142857142857142, 21.285714285714285, 23.0 ], "time_since_last_event": [ 0.0, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 1.0, 0.8571428571428571, 2.142857142857143, 2.0, 0.14285714285714285, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, with all entries falling within a consistent category. The reviews are submitted at relatively regular intervals, with a noticeable cluster of activity occurring in the early weeks, particularly within the first 12 weeks. As time progresses, the frequency of reviews appears to decrease slightly, with a few isolated entries occurring in later weeks, indicating a sustained but diminishing engagement with book reviews over the observed period." }, { "dim_process": 18, "seq_idx": 1258, "seq_len": 50, "time_since_start": [ 0.0, 0.5714285714285714, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 2.0, 2.5714285714285716, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 5.0, 5.142857142857143, 6.857142857142857, 7.0, 7.142857142857143, 7.857142857142857, 8.285714285714286, 8.714285714285714, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.0, 11.571428571428571, 12.142857142857142, 12.571428571428571, 13.0, 13.714285714285714, 14.0, 14.142857142857142, 14.285714285714286, 15.142857142857142, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.428571428571427, 16.714285714285715, 18.0, 18.142857142857142, 18.571428571428573, 19.142857142857142, 20.571428571428573, 20.857142857142858, 21.857142857142858, 22.285714285714285, 24.428571428571427, 24.428571428571427, 24.571428571428573, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 1.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.4285714285714286, 0.2857142857142857, 1.0, 0.42857142857142855, 2.142857142857143, 0.0, 0.14285714285714285, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with the majority of reviews submitted consistently over time. The reviews for \"Kindle Store\" appear less frequently and are interspersed among the predominantly \"Books\" reviews, with notable clusters occurring around the 1.86-week mark and again around the 15.71-week mark. Additionally, there is a single review categorized as \"Other\" at around 8.29 weeks, which is isolated from the surrounding book reviews. Overall, the pattern indicates a strong preference for reviewing books, particularly in the earlier and later parts of the timeline." }, { "dim_process": 18, "seq_idx": 1259, "seq_len": 55, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.5714285714285716, 2.5714285714285716, 2.857142857142857, 3.0, 4.714285714285714, 4.857142857142857, 5.714285714285714, 6.142857142857143, 6.571428571428571, 7.0, 7.142857142857143, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.0, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.428571428571429, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 12.428571428571429, 12.571428571428571, 13.285714285714286, 13.857142857142858, 14.0, 15.857142857142858, 16.428571428571427, 16.714285714285715, 17.0, 17.142857142857142, 17.714285714285715, 18.142857142857142, 18.571428571428573, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 1.8571428571428572, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 3.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 16, 10, 10, 16, 10, 16, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted in the early weeks. Reviews for \"Kindle Store\" appear intermittently, primarily clustered around the 2-3 week mark and again later in the sequence. The frequency of \"Books\" reviews remains high throughout the timeline, with several clusters occurring between weeks 0 and 18. Overall, there is a noticeable trend of a higher volume of \"Books\" reviews compared to \"Kindle Store,\" particularly in the earlier weeks." }, { "dim_process": 18, "seq_idx": 1260, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.2857142857142858, 1.8571428571428572, 2.4285714285714284, 2.7142857142857144, 3.7142857142857144, 4.0, 4.285714285714286, 4.571428571428571, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.0, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.714285714285714, 11.571428571428571, 11.714285714285714, 11.714285714285714, 11.714285714285714, 11.714285714285714, 12.285714285714286, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.285714285714286, 15.0, 15.142857142857142, 15.428571428571429, 16.142857142857142, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.285714285714285, 17.571428571428573, 18.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 3.857142857142857, 0.14285714285714285, 0.0, 0.0, 0.0, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 1, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 8, 1, 11, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Tools and Home Improvement", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Tools and Home Improvement", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a consistent focus on the \"Books\" category, with multiple reviews submitted in quick succession over the first several weeks. After a sustained period of reviewing books, there is a notable shift around the 11-week mark where reviews for other categories, such as \"Home and Kitchen,\" \"Tools and Home Improvement,\" and \"Other,\" are introduced simultaneously. Following this diversification, the user returns to reviewing books, continuing this trend with additional reviews over the next several weeks. Overall, the majority of reviews are concentrated in the \"Books\" category, with a brief period of diversification before returning to the primary focus on books." }, { "dim_process": 18, "seq_idx": 1261, "seq_len": 42, "time_since_start": [ 0.0, 0.5714285714285714, 1.7142857142857142, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.428571428571429, 5.857142857142857, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.857142857142857, 8.0, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.714285714285714, 10.285714285714286, 12.857142857142858, 13.285714285714286, 14.285714285714286, 14.428571428571429, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.857142857142858 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 2.5714285714285716, 0.42857142857142855, 1.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The reviews begin exclusively in the \"Books\" category, with only a few instances of \"Kindle Store\" reviews appearing later in the sequence. There is a noticeable clustering of reviews around the earlier weeks, particularly in the first 10 weeks, with a gradual decline in frequency as time progresses, though reviews continue to be submitted throughout the entire period. Overall, the trend indicates a sustained interest in books, with occasional engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 1262, "seq_len": 74, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.857142857142857, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.714285714285714, 4.857142857142857, 4.857142857142857, 5.142857142857143, 5.285714285714286, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.857142857142858, 9.857142857142858, 10.571428571428571, 11.142857142857142, 11.714285714285714, 11.857142857142858, 11.857142857142858, 12.571428571428571, 13.0, 13.428571428571429, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 17.428571428571427, 17.857142857142858, 17.857142857142858, 18.0, 18.142857142857142, 18.428571428571427, 18.428571428571427, 18.571428571428573, 19.857142857142858, 21.428571428571427, 22.714285714285715, 22.857142857142858, 23.857142857142858, 23.857142857142858, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 1.0, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.0, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 1.2857142857142858, 1.5714285714285714, 1.2857142857142858, 0.14285714285714285, 1.0, 0.0, 0.14285714285714285 ], "type_event": [ 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 16, 16, 16, 10, 10, 16, 10, 16, 10, 10, 16, 16, 10, 10, 10, 16, 10, 16, 10, 16, 10, 16, 16, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 16, 16, 10, 10, 16, 16, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews for the \"Books\" category, which occur consistently throughout the timeline, often clustered together. Reviews for the \"Kindle Store\" category appear less frequently but tend to cluster in specific periods, particularly after several \"Books\" reviews. The pattern indicates that \"Books\" reviews are generally submitted earlier and more frequently, while \"Kindle Store\" reviews tend to emerge in bursts, often following a series of \"Books\" reviews. Over time, both categories maintain a presence, with \"Books\" reviews dominating the sequence." }, { "dim_process": 18, "seq_idx": 1263, "seq_len": 53, "time_since_start": [ 0.0, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.0, 2.142857142857143, 2.5714285714285716, 3.0, 3.4285714285714284, 3.5714285714285716, 4.142857142857143, 4.428571428571429, 5.142857142857143, 5.571428571428571, 6.0, 6.142857142857143, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.428571428571429, 9.428571428571429, 9.571428571428571, 10.0, 10.142857142857142, 10.428571428571429, 10.857142857142858, 11.285714285714286, 13.0, 13.142857142857142, 13.285714285714286, 14.571428571428571, 14.857142857142858, 15.0, 15.571428571428571, 15.714285714285714, 16.142857142857142, 16.714285714285715, 16.857142857142858, 17.0, 17.428571428571427, 17.571428571428573, 17.571428571428573, 20.0, 20.857142857142858, 21.0, 22.857142857142858, 24.0 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 2.4285714285714284, 0.8571428571428571, 0.14285714285714285, 1.8571428571428572, 1.1428571428571428 ], "type_event": [ 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16, 16 ], "type_text": [ "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews for the \"Books\" category, particularly in the early weeks, with a noticeable cluster of reviews occurring between the 1 and 10-week marks. Reviews for the \"Kindle Store\" category appear less frequently and tend to cluster around specific points, particularly at the beginning, after the 5-week mark, and again towards the end of the sequence. Over time, while \"Books\" remains the dominant category, \"Kindle Store\" reviews increase in frequency during the later weeks, suggesting a gradual shift in focus. Overall, the reviews are primarily concentrated in the first half of the timeline, with a consistent pattern of \"Books\" reviews interspersed with periodic \"Kindle Store\" reviews." }, { "dim_process": 18, "seq_idx": 1264, "seq_len": 54, "time_since_start": [ 0.0, 1.0, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.714285714285714, 5.0, 5.142857142857143, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.428571428571429, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.142857142857142, 10.857142857142858, 11.0, 11.0, 11.142857142857142, 11.571428571428571, 12.0, 12.142857142857142, 13.142857142857142, 13.285714285714286, 13.571428571428571, 21.428571428571427, 22.142857142857142, 22.714285714285715 ], "time_since_last_event": [ 0.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 7.857142857142857, 0.7142857142857143, 0.5714285714285714 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted over a span of weeks. Reviews for \"Books\" dominate the early part of the timeline and continue to be submitted regularly throughout the sequence. There are three instances of reviews in the \"Kindle Store\" category, which occur later in the timeline, specifically clustered around weeks 1.14, 7.71, and 11.0. Overall, the trend indicates a strong preference for reviewing books, with occasional reviews for the Kindle Store interspersed at specific intervals." }, { "dim_process": 18, "seq_idx": 1265, "seq_len": 60, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.7142857142857144, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 5.0, 5.0, 5.285714285714286, 5.285714285714286, 5.571428571428571, 5.571428571428571, 6.0, 6.857142857142857, 7.142857142857143, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.857142857142858, 11.0, 11.428571428571429, 11.714285714285714, 12.0, 12.142857142857142, 12.857142857142858, 13.142857142857142, 13.285714285714286, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.714285714285714, 16.142857142857142, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.0, 18.571428571428573, 19.857142857142858, 21.0, 21.142857142857142, 22.142857142857142, 23.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 1.1428571428571428, 0.14285714285714285, 1.0, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a majority of reviews submitted consistently over time, particularly in the early weeks. There are two notable clusters of reviews for the \"Kindle Store,\" occurring after several weeks of book reviews, indicating a shift in interest but still maintaining a strong emphasis on books. A single review for \"Clothing Shoes and Jewelry\" appears after a lengthy period of book reviews, suggesting a brief diversification in the user's review activity. Overall, the trend indicates a sustained engagement with books throughout the timeline, with occasional forays into other categories." }, { "dim_process": 18, "seq_idx": 1266, "seq_len": 76, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 1.0, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.0, 3.0, 3.857142857142857, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.0, 6.285714285714286, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.428571428571429, 8.0, 8.285714285714286, 8.285714285714286, 8.428571428571429, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.0, 12.0, 12.857142857142858, 13.0, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.0, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.571428571428571, 15.857142857142858, 16.0, 16.428571428571427, 17.0, 17.714285714285715, 18.285714285714285, 19.0, 19.0, 19.428571428571427, 19.428571428571427, 19.571428571428573, 19.571428571428573, 20.142857142857142, 20.285714285714285, 20.857142857142858, 21.0, 21.142857142857142, 21.857142857142858, 22.0, 22.857142857142858, 23.857142857142858, 24.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.8571428571428571, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 1.0, 0.14285714285714285, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which dominates the early and middle periods, with a notable concentration of reviews occurring within the first 10 weeks. The \"Kindle Store\" reviews begin to appear around the 1.5-week mark and increase in frequency, particularly after the 5-week point, indicating a gradual rise in engagement with this category. As time progresses, the reviews remain predominantly in the \"Books\" category, with \"Kindle Store\" reviews clustering intermittently, particularly around the 19-week mark and beyond. Overall, the trend reflects a sustained interest in \"Books\" with periodic reviews of \"Kindle Store\" products." }, { "dim_process": 18, "seq_idx": 1267, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.428571428571429, 7.857142857142857, 8.714285714285714, 9.571428571428571, 10.285714285714286, 15.714285714285714 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 2.4285714285714284, 0.8571428571428571, 0.8571428571428571, 0.7142857142857143, 5.428571428571429 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 16, 16, 10, 16, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in close succession during the initial weeks. As time progresses, there is a noticeable introduction of reviews for the \"Kindle Store,\" which starts to appear alongside \"Books\" around the 1.43-week mark. The frequency of \"Kindle Store\" reviews increases over time, particularly between weeks 4 and 5, where they appear more consistently. Towards the latter part of the sequence, \"Books\" reviews continue to be submitted, indicating a sustained interest in both categories, with \"Kindle Store\" reviews becoming more prominent in the later weeks. Overall, the sequence shows a gradual shift from a predominance of \"Books\" to a more balanced presence of \"Kindle Store\" reviews as time goes on." }, { "dim_process": 18, "seq_idx": 1268, "seq_len": 56, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.4285714285714284, 4.0, 4.428571428571429, 4.714285714285714, 5.0, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.714285714285714, 7.142857142857143, 7.571428571428571, 7.714285714285714, 8.285714285714286, 8.857142857142858, 9.142857142857142, 9.571428571428571, 9.857142857142858, 10.0, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.285714285714286, 12.714285714285714, 13.142857142857142, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.714285714285714, 15.0, 15.857142857142858, 16.285714285714285, 16.714285714285715, 17.142857142857142, 18.428571428571427, 18.857142857142858, 19.0, 20.428571428571427, 23.285714285714285, 24.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 2.857142857142857, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 11, 13, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Home and Kitchen", "Patio Lawn and Garden", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs frequently and consistently throughout the timeline. The reviews for \"Books\" are clustered primarily in the early weeks and continue to appear regularly over the following weeks, with only a few intervals of other categories. The \"Kindle Store\" reviews appear less frequently, primarily emerging in the later weeks, indicating a gradual increase in engagement with this category after a strong initial focus on books. Other categories, such as \"Home and Kitchen\" and \"Patio Lawn and Garden,\" are reviewed only briefly and early in the sequence. Overall, there is a clear trend of sustained interest in books, with a notable shift to Kindle-related products later on." }, { "dim_process": 18, "seq_idx": 1269, "seq_len": 87, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.0, 1.0, 1.0, 1.0, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.0, 2.0, 2.0, 2.0, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.857142857142857, 2.857142857142857, 2.857142857142857, 2.857142857142857, 3.0, 3.0, 3.0, 3.857142857142857, 3.857142857142857, 5.142857142857143, 6.428571428571429, 7.857142857142857, 9.0, 9.0, 11.428571428571429, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.285714285714286, 12.285714285714286, 12.285714285714286, 12.428571428571429, 12.428571428571429, 12.428571428571429, 12.428571428571429, 12.428571428571429, 14.285714285714286, 14.428571428571429, 16.0, 17.857142857142858, 23.142857142857142, 23.142857142857142, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.8571428571428571, 0.0, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.1428571428571428, 0.0, 2.4285714285714284, 0.42857142857142855, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 1.8571428571428572, 0.14285714285714285, 1.5714285714285714, 1.8571428571428572, 5.285714285714286, 0.0, 0.0 ], "type_event": [ 0, 2, 11, 10, 11, 1, 8, 4, 11, 8, 0, 2, 10, 13, 14, 11, 2, 5, 12, 8, 14, 4, 8, 8, 10, 2, 3, 15, 1, 0, 15, 10, 11, 12, 11, 10, 13, 2, 15, 8, 1, 5, 11, 12, 2, 8, 8, 10, 3, 8, 2, 11, 7, 4, 9, 2, 4, 13, 7, 15, 12, 8, 0, 2, 4, 12, 10, 1, 13, 8, 2, 15, 1, 11, 14, 12, 11, 13, 0, 2, 2, 4, 15, 5, 4, 13, 9 ], "type_text": [ "Other", "Pet Supplies", "Home and Kitchen", "Books", "Home and Kitchen", "Tools and Home Improvement", "Toys and Games", "Electronics", "Home and Kitchen", "Toys and Games", "Other", "Pet Supplies", "Books", "Patio Lawn and Garden", "Movies and TV", "Home and Kitchen", "Pet Supplies", "Automotive", "Sports and Outdoors", "Toys and Games", "Movies and TV", "Electronics", "Toys and Games", "Toys and Games", "Books", "Pet Supplies", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Other", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Books", "Patio Lawn and Garden", "Pet Supplies", "Clothing Shoes and Jewelry", "Toys and Games", "Tools and Home Improvement", "Automotive", "Home and Kitchen", "Sports and Outdoors", "Pet Supplies", "Toys and Games", "Toys and Games", "Books", "Arts Crafts and Sewing", "Toys and Games", "Pet Supplies", "Home and Kitchen", "Grocery and Gourmet Food", "Electronics", "Office Products", "Pet Supplies", "Electronics", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Toys and Games", "Other", "Pet Supplies", "Electronics", "Sports and Outdoors", "Books", "Tools and Home Improvement", "Patio Lawn and Garden", "Toys and Games", "Pet Supplies", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Movies and TV", "Sports and Outdoors", "Home and Kitchen", "Patio Lawn and Garden", "Other", "Pet Supplies", "Pet Supplies", "Electronics", "Clothing Shoes and Jewelry", "Automotive", "Electronics", "Patio Lawn and Garden", "Office Products" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with notable clustering of events in certain periods. Initially, reviews are concentrated in categories like Home and Kitchen, Toys and Games, and Pet Supplies, occurring frequently in the first few weeks. As time progresses, there is a noticeable increase in the variety of categories, particularly around the 2 to 3-week mark, where multiple categories are reviewed simultaneously. Later reviews, particularly after the 11-week mark, show a resurgence in Pet Supplies and Electronics, indicating a pattern of revisiting certain categories over time. Overall, the sequence reflects a trend of increasing diversity in review categories, with some categories reappearing at regular intervals." }, { "dim_process": 18, "seq_idx": 1270, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 2.5714285714285716, 2.857142857142857, 3.0, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.571428571428571, 6.142857142857143, 6.285714285714286, 6.571428571428571, 7.571428571428571, 8.285714285714286, 9.142857142857142, 9.714285714285714, 11.0, 11.571428571428571, 11.714285714285714, 12.857142857142858, 13.285714285714286, 14.142857142857142, 14.285714285714286, 14.857142857142858, 15.0, 15.142857142857142, 15.571428571428571, 15.714285714285714, 16.0, 16.571428571428573, 17.0, 17.428571428571427, 17.571428571428573, 18.142857142857142, 18.571428571428573, 19.571428571428573, 19.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.0, 0.7142857142857143, 0.8571428571428571, 0.5714285714285714, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.0, 0.14285714285714285 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with a few instances of the \"Kindle Store.\" The reviews begin at week 0 and continue consistently, with a notable concentration of reviews occurring within the first 18 weeks. Most reviews are clustered in the earlier weeks, particularly between weeks 0 and 8, with a gradual tapering off in frequency as time progresses. The only review in the \"Kindle Store\" category appears later in the sequence, indicating a potential shift in focus after a sustained period of reviewing books." }, { "dim_process": 18, "seq_idx": 1271, "seq_len": 47, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.714285714285714, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.0, 8.714285714285714, 8.714285714285714, 9.571428571428571, 9.571428571428571, 9.571428571428571, 9.571428571428571, 11.571428571428571, 11.571428571428571, 17.571428571428573, 17.571428571428573, 17.571428571428573, 17.571428571428573, 17.571428571428573, 17.571428571428573, 18.571428571428573, 20.714285714285715, 20.714285714285715, 22.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.2857142857142856, 0.0, 0.0, 0.0, 0.0, 0.0, 3.2857142857142856, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 2.0, 0.0, 6.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.142857142857143, 0.0, 1.2857142857142858 ], "type_event": [ 13, 12, 5, 0, 1, 13, 11, 10, 8, 15, 7, 6, 0, 16, 5, 2, 13, 6, 12, 5, 7, 0, 7, 13, 0, 6, 1, 9, 0, 0, 7, 0, 1, 13, 5, 1, 7, 5, 13, 10, 7, 1, 4, 7, 13, 7, 13 ], "type_text": [ "Patio Lawn and Garden", "Sports and Outdoors", "Automotive", "Other", "Tools and Home Improvement", "Patio Lawn and Garden", "Home and Kitchen", "Books", "Toys and Games", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Industrial and Scientific", "Other", "Kindle Store", "Automotive", "Pet Supplies", "Patio Lawn and Garden", "Industrial and Scientific", "Sports and Outdoors", "Automotive", "Grocery and Gourmet Food", "Other", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Other", "Industrial and Scientific", "Tools and Home Improvement", "Office Products", "Other", "Other", "Grocery and Gourmet Food", "Other", "Tools and Home Improvement", "Patio Lawn and Garden", "Automotive", "Tools and Home Improvement", "Grocery and Gourmet Food", "Automotive", "Patio Lawn and Garden", "Books", "Grocery and Gourmet Food", "Tools and Home Improvement", "Electronics", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Patio Lawn and Garden" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the first week, primarily featuring Patio Lawn and Garden, Sports and Outdoors, and Automotive. As time progresses, there is a notable clustering of reviews around the 1.43-week mark, with multiple categories being reviewed simultaneously, particularly in home-related and food categories. A shift occurs around the 4.71-week mark, where reviews for Patio Lawn and Garden and Industrial and Scientific become more prominent. The pattern continues with a significant focus on Grocery and Gourmet Food in the later weeks, particularly around the 8.0 and 17.57-week marks, alongside a consistent presence of reviews for Patio Lawn and Garden and Tools and Home Improvement throughout the sequence. Overall, the reviews show a trend of increased activity in specific categories over time, with periodic clusters of reviews." }, { "dim_process": 18, "seq_idx": 1272, "seq_len": 92, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.0, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.142857142857143, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 7.142857142857143, 7.571428571428571, 8.285714285714286, 8.428571428571429, 8.714285714285714, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 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10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews predominantly features a consistent focus on the \"Books\" category, with a significant number of reviews submitted over an extended period. The reviews for \"Books\" occur frequently and cluster together, especially in the earlier weeks, with only occasional entries for the \"Kindle Store\" interspersed throughout. The reviews for the \"Kindle Store\" appear less frequently and tend to emerge after several weeks of consistent book reviews, indicating a pattern where book reviews dominate the timeline, while Kindle Store reviews are more sporadic. Overall, the trend shows a sustained engagement with books, with the Kindle Store reviews acting as supplementary entries." }, { "dim_process": 18, "seq_idx": 1273, "seq_len": 41, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.5714285714285714, 1.5714285714285714, 2.2857142857142856, 2.857142857142857, 4.0, 5.714285714285714, 5.857142857142857, 6.714285714285714, 7.0, 7.714285714285714, 8.0, 8.428571428571429, 8.857142857142858, 9.0, 9.571428571428571, 11.0, 11.714285714285714, 12.857142857142858, 12.857142857142858, 13.0, 13.428571428571429, 13.857142857142858, 14.285714285714286, 14.571428571428571, 15.0, 15.428571428571429, 15.857142857142858, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.285714285714285, 17.714285714285715, 19.428571428571427, 21.142857142857142, 21.142857142857142, 21.857142857142858, 21.857142857142858, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.0, 0.7142857142857143, 0.5714285714285714, 1.1428571428571428, 1.7142857142857142, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 0.7142857142857143, 1.1428571428571428, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.7142857142857142, 1.7142857142857142, 0.0, 0.7142857142857143, 0.0, 2.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline. The first review appears early in the sequence, and there is a notable concentration of \"Books\" reviews in the initial weeks, followed by a gradual increase in the frequency of reviews over time. The \"Kindle Store\" reviews are less frequent and tend to cluster around specific time points, primarily appearing after several \"Books\" reviews have been submitted. Overall, the trend indicates that the user primarily engages with \"Books\" early on, with intermittent reviews for the \"Kindle Store\" at various intervals." }, { "dim_process": 18, "seq_idx": 1274, "seq_len": 82, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.857142857142857, 4.0, 5.0, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.0, 9.285714285714286, 9.857142857142858, 10.0, 10.428571428571429, 11.0, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.0, 15.0, 15.285714285714286, 15.428571428571429, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.857142857142858, 16.857142857142858, 17.0, 17.428571428571427, 17.857142857142858, 18.142857142857142, 18.285714285714285, 18.428571428571427, 19.0, 19.142857142857142, 21.0, 21.285714285714285, 21.428571428571427, 21.857142857142858, 23.285714285714285, 23.285714285714285, 23.285714285714285, 23.857142857142858, 24.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.8571428571428572, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 8, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Toys and Games", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a high frequency of reviews submitted over an extended period. Most reviews occur in the initial weeks, with a gradual increase in frequency before a slight decline. Towards the end of the sequence, reviews for \"Kindle Store,\" \"Home and Kitchen,\" and \"Toys and Games\" appear, indicating a diversification in categories. The reviews for \"Books\" dominate the timeline, while the new categories emerge significantly later in the sequence." }, { "dim_process": 18, "seq_idx": 1275, "seq_len": 69, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.4285714285714286, 1.5714285714285714, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.285714285714286, 4.714285714285714, 5.0, 5.285714285714286, 5.428571428571429, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.0, 7.142857142857143, 7.428571428571429, 7.571428571428571, 8.0, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.0, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.428571428571429, 12.714285714285714, 13.0, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.0, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.428571428571429, 15.571428571428571, 15.714285714285714, 16.142857142857142, 16.428571428571427, 16.714285714285715, 17.285714285714285, 17.428571428571427, 18.0, 18.285714285714285, 18.285714285714285, 18.571428571428573, 18.714285714285715, 19.285714285714285, 21.285714285714285, 21.571428571428573, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 2.0, 0.2857142857142857, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted throughout the entire timeline. There is a notable cluster of reviews in the early weeks, particularly within the first 18 weeks, where the majority of entries are concentrated. The \"Kindle Store\" category appears infrequently, with only two instances occurring in the later part of the timeline. Overall, the trend indicates a sustained engagement with books, with a gradual increase in review frequency before stabilizing." }, { "dim_process": 18, "seq_idx": 1276, "seq_len": 49, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.2857142857142858, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 2.5714285714285716, 2.5714285714285716, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.714285714285714, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.714285714285714, 6.0, 6.285714285714286, 7.571428571428571, 7.571428571428571, 8.428571428571429, 8.571428571428571, 9.0, 9.142857142857142, 9.857142857142858, 11.571428571428571, 12.571428571428571, 12.857142857142858, 13.428571428571429, 14.142857142857142, 15.571428571428571, 15.571428571428571, 16.428571428571427, 16.571428571428573, 16.571428571428573, 17.571428571428573, 18.571428571428573, 21.428571428571427, 22.428571428571427, 23.428571428571427, 24.0, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.0, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 1.7142857142857142, 1.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 1.0, 1.0, 2.857142857142857, 1.0, 1.0, 0.5714285714285714, 1.4285714285714286 ], "type_event": [ 0, 11, 10, 7, 10, 9, 10, 11, 7, 10, 11, 10, 7, 12, 1, 10, 10, 10, 11, 0, 9, 11, 10, 11, 10, 10, 11, 10, 9, 10, 11, 10, 10, 10, 15, 10, 10, 10, 15, 0, 0, 10, 13, 10, 11, 15, 0, 14, 11 ], "type_text": [ "Other", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Books", "Office Products", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Sports and Outdoors", "Tools and Home Improvement", "Books", "Books", "Books", "Home and Kitchen", "Other", "Office Products", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Books", "Home and Kitchen", "Books", "Office Products", "Books", "Home and Kitchen", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Other", "Other", "Books", "Patio Lawn and Garden", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Movies and TV", "Home and Kitchen" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing books throughout the timeline, with notable clusters occurring at various intervals. Early on, the user explores a variety of categories, including Home and Kitchen, Grocery and Gourmet Food, and Office Products, but the frequency of book reviews increases significantly over time. Home and Kitchen reviews also appear frequently, particularly in the middle to later stages of the timeline. Additionally, there are occasional reviews in categories such as Clothing Shoes and Jewelry and Other, but these are less frequent compared to the dominant book reviews. Overall, the trend indicates a strong preference for books, with a gradual increase in reviews across multiple categories over the weeks." }, { "dim_process": 18, "seq_idx": 1277, "seq_len": 53, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 2.0, 2.5714285714285716, 3.0, 3.5714285714285716, 4.285714285714286, 4.428571428571429, 5.0, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.571428571428571, 6.714285714285714, 6.714285714285714, 7.142857142857143, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.142857142857142, 8.142857142857142, 8.714285714285714, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.571428571428571, 11.714285714285714, 11.714285714285714, 13.0, 13.285714285714286, 13.571428571428571, 13.714285714285714, 14.714285714285714, 15.571428571428571, 15.571428571428571, 16.0, 16.571428571428573, 16.857142857142858, 16.857142857142858, 17.0, 17.142857142857142, 18.428571428571427, 19.857142857142858, 23.0, 23.142857142857142, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.5714285714285714, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.8571428571428571, 0.0, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 1.4285714285714286, 3.142857142857143, 0.14285714285714285, 0.0 ], "type_event": [ 7, 10, 10, 11, 10, 0, 7, 10, 10, 10, 10, 10, 10, 8, 10, 10, 10, 11, 10, 11, 10, 10, 4, 10, 2, 11, 10, 2, 2, 10, 10, 10, 7, 10, 0, 10, 10, 10, 10, 10, 10, 11, 10, 10, 7, 0, 10, 10, 10, 2, 10, 0, 12 ], "type_text": [ "Grocery and Gourmet Food", "Books", "Books", "Home and Kitchen", "Books", "Other", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Books", "Electronics", "Books", "Pet Supplies", "Home and Kitchen", "Books", "Pet Supplies", "Pet Supplies", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Grocery and Gourmet Food", "Other", "Books", "Books", "Books", "Pet Supplies", "Books", "Other", "Sports and Outdoors" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple reviews submitted consistently throughout the timeline, especially in the initial weeks and continuing at various intervals. Other categories, such as \"Grocery and Gourmet Food\" and \"Home and Kitchen,\" appear sporadically, primarily in the early and mid-stages of the timeline. There are clusters of reviews in the \"Pet Supplies\" category occurring later in the sequence, while \"Electronics\" and \"Sports and Outdoors\" are represented by isolated entries. The review activity appears to peak around the 5 to 11-week mark, with a noticeable decline in frequency as the timeline progresses." }, { "dim_process": 18, "seq_idx": 1278, "seq_len": 44, "time_since_start": [ 0.0, 0.2857142857142857, 1.4285714285714286, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 3.5714285714285716, 4.142857142857143, 4.714285714285714, 5.142857142857143, 5.428571428571429, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.285714285714286, 8.285714285714286, 8.428571428571429, 9.714285714285714, 10.285714285714286, 10.714285714285714, 12.0, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.0, 13.571428571428571, 13.857142857142858, 14.285714285714286, 14.428571428571429, 14.714285714285714, 14.714285714285714, 14.857142857142858, 15.285714285714286, 16.0, 16.428571428571427, 17.714285714285715, 18.714285714285715, 19.285714285714285, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.0, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 1.2857142857142858, 0.5714285714285714, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 1.2857142857142858, 1.0, 0.5714285714285714, 3.4285714285714284 ], "type_event": [ 10, 10, 17, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 12, 16, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 16, 15, 9, 16 ], "type_text": [ "Books", "Books", "Cell Phones and Accessories", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Clothing Shoes and Jewelry", "Office Products", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, there is a gradual introduction of other categories, such as \"Cell Phones and Accessories,\" \"Kindle Store,\" \"Sports and Outdoors,\" and \"Clothing Shoes and Jewelry,\" which appear sporadically. Notably, reviews for \"Kindle Store\" cluster around the middle and later parts of the timeline, while \"Books\" consistently remains the most reviewed category throughout the entire sequence. The review activity appears to peak in frequency during the early weeks, with a noticeable decline in the later stages, although \"Books\" continues to receive attention." }, { "dim_process": 18, "seq_idx": 1279, "seq_len": 62, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.7142857142857144, 3.0, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.428571428571429, 4.428571428571429, 4.857142857142857, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.0, 9.714285714285714, 10.285714285714286, 10.428571428571429, 11.0, 11.142857142857142, 11.142857142857142, 11.714285714285714, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.714285714285714, 16.0, 16.142857142857142, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.571428571428573, 18.0, 20.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 2.7142857142857144 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 1, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 12, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of submissions occurring over a span of weeks. Most reviews are clustered within the first 18 weeks, with a notable increase in frequency early in the timeline. The only deviations from the \"Books\" category occur at week 4.43, where a review for \"Tools and Home Improvement\" is submitted, and at week 11.14, where a review for \"Sports and Outdoors\" is noted. After week 18, the reviews continue to be primarily for \"Books,\" with no additional categories appearing." }, { "dim_process": 18, "seq_idx": 1280, "seq_len": 48, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.0, 1.0, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.857142857142857, 3.0, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 5.428571428571429, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.714285714285714, 8.0, 8.714285714285714, 9.0, 9.142857142857142, 9.714285714285714, 10.0, 10.428571428571429, 10.714285714285714, 11.285714285714286, 12.142857142857142, 12.714285714285714, 14.142857142857142, 14.285714285714286, 14.714285714285714, 14.857142857142858, 15.285714285714286, 15.714285714285714, 16.428571428571427, 16.714285714285715, 17.285714285714285, 19.0, 19.714285714285715, 21.571428571428573, 23.142857142857142, 24.714285714285715, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 1.2857142857142858, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 1.4285714285714286, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 1.7142857142857142, 0.7142857142857143, 1.8571428571428572, 1.5714285714285714, 1.5714285714285714, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 16, 16, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category in the initial weeks, with several reviews submitted shortly after one another. As time progresses, reviews for the \"Kindle Store\" category start to appear, particularly around the one-week mark, and continue to increase in frequency. There is a notable clustering of \"Kindle Store\" reviews in the later weeks, especially between weeks 19 and 25, while \"Books\" reviews remain consistently present throughout the timeline, with a slight decline in frequency as \"Kindle Store\" reviews become more prevalent. Overall, the trend shows an early emphasis on \"Books\" followed by a gradual increase in \"Kindle Store\" reviews over time." }, { "dim_process": 18, "seq_idx": 1281, "seq_len": 60, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 1.1428571428571428, 1.5714285714285714, 1.8571428571428572, 2.0, 2.0, 2.2857142857142856, 2.2857142857142856, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 4.285714285714286, 4.857142857142857, 4.857142857142857, 5.0, 5.0, 5.142857142857143, 5.285714285714286, 5.285714285714286, 5.428571428571429, 5.428571428571429, 6.0, 6.428571428571429, 6.428571428571429, 6.714285714285714, 6.857142857142857, 6.857142857142857, 7.0, 7.0, 7.428571428571429, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.285714285714286, 8.857142857142858, 9.571428571428571, 10.0, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.857142857142858, 12.0, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 13.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 17.857142857142858, 21.0, 21.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 3.142857142857143, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 16, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of two categories: Books and Kindle Store. Initially, there is a strong focus on Books, with multiple entries clustered in the first few weeks. As time progresses, reviews for the Kindle Store begin to appear more frequently, particularly after the first few weeks, indicating a gradual increase in reviews for this category. Overall, the majority of reviews are for Books, which dominate the early timeline, while Kindle Store reviews tend to cluster later in the sequence, particularly around the 5 to 8-week mark and again towards the end of the timeline." }, { "dim_process": 18, "seq_idx": 1282, "seq_len": 64, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 1.0, 1.0, 1.0, 1.0, 1.0, 1.1428571428571428, 1.1428571428571428, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 2.0, 2.0, 2.0, 2.0, 2.5714285714285716, 2.5714285714285716, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 4.428571428571429, 5.142857142857143, 5.142857142857143, 5.571428571428571, 6.0, 6.285714285714286, 6.285714285714286, 8.285714285714286, 10.714285714285714, 10.714285714285714, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.571428571428571, 11.571428571428571, 11.857142857142858, 12.0, 14.857142857142858, 14.857142857142858, 15.142857142857142, 15.857142857142858, 17.142857142857142, 17.142857142857142, 17.857142857142858, 17.857142857142858, 18.142857142857142, 18.142857142857142, 18.714285714285715, 18.714285714285715, 19.285714285714285, 21.142857142857142, 21.142857142857142, 23.0, 23.0, 23.428571428571427, 25.0, 25.0, 25.0, 25.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 1.1428571428571428, 0.0, 0.0, 0.7142857142857143, 0.7142857142857143, 0.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.0, 2.0, 2.4285714285714284, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 2.857142857142857, 0.0, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 0.0, 0.7142857142857143, 0.0, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 0.5714285714285714, 1.8571428571428572, 0.0, 1.8571428571428572, 0.0, 0.42857142857142855, 1.5714285714285714, 0.0, 0.0, 0.2857142857142857, 0.0 ], "type_event": [ 10, 7, 7, 10, 15, 2, 12, 7, 1, 11, 7, 15, 10, 7, 1, 0, 2, 7, 6, 1, 15, 8, 11, 10, 2, 11, 10, 10, 2, 15, 11, 2, 0, 7, 10, 7, 11, 15, 2, 11, 14, 2, 7, 8, 10, 14, 10, 2, 9, 10, 14, 10, 2, 11, 11, 7, 11, 9, 7, 2, 11, 7, 7, 2 ], "type_text": [ "Books", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Books", "Clothing Shoes and Jewelry", "Pet Supplies", "Sports and Outdoors", "Grocery and Gourmet Food", "Tools and Home Improvement", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Grocery and Gourmet Food", "Tools and Home Improvement", "Other", "Pet Supplies", "Grocery and Gourmet Food", "Industrial and Scientific", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Toys and Games", "Home and Kitchen", "Books", "Pet Supplies", "Home and Kitchen", "Books", "Books", "Pet Supplies", "Clothing Shoes and Jewelry", "Home and Kitchen", "Pet Supplies", "Other", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Pet Supplies", "Home and Kitchen", "Movies and TV", "Pet Supplies", "Grocery and Gourmet Food", "Toys and Games", "Books", "Movies and TV", "Books", "Pet Supplies", "Office Products", "Books", "Movies and TV", "Books", "Pet Supplies", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Office Products", "Grocery and Gourmet Food", "Pet Supplies", "Home and Kitchen", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Pet Supplies" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Books and Grocery and Gourmet Food, occurring in the initial weeks. Over time, there is a noticeable clustering of reviews in the Grocery and Gourmet Food category, particularly in the early stages, while Books and Pet Supplies also appear frequently throughout the sequence. As the timeline progresses, events related to Home and Kitchen become more prominent, especially in the later weeks. Additionally, Toys and Games and Movies and TV reviews emerge later in the sequence, indicating a shift in the user's focus towards these categories. Overall, the review activity shows a pattern of varied interests with certain categories recurring at different intervals." }, { "dim_process": 18, "seq_idx": 1283, "seq_len": 45, "time_since_start": [ 0.0, 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 3.2857142857142856, 3.857142857142857, 4.0, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.714285714285714, 7.428571428571429, 7.571428571428571, 8.0, 8.142857142857142, 8.571428571428571, 8.714285714285714, 8.857142857142858, 8.857142857142858, 9.0, 9.714285714285714, 9.857142857142858, 9.857142857142858, 10.0, 10.142857142857142, 10.571428571428571, 10.857142857142858, 10.857142857142858, 11.0, 12.571428571428571, 13.142857142857142, 14.0, 14.142857142857142, 14.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 1.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted within the first 15 weeks. The reviews predominantly cluster in the early weeks, with a notable increase in frequency during the initial weeks, followed by a gradual decline in the rate of submissions. The \"Kindle Store\" reviews appear sporadically, primarily interspersed among the \"Books\" reviews, indicating a secondary interest that occurs later in the sequence. Overall, the pattern reflects a strong and sustained engagement with books, with occasional reviews of the Kindle Store." }, { "dim_process": 18, "seq_idx": 1284, "seq_len": 100, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.0, 2.142857142857143, 2.857142857142857, 3.0, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.142857142857143, 4.428571428571429, 5.0, 5.571428571428571, 5.714285714285714, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.428571428571429, 7.714285714285714, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.857142857142858, 11.857142857142858, 12.0, 12.571428571428571, 12.857142857142858, 13.0, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.142857142857142, 15.571428571428571, 15.857142857142858, 16.142857142857142, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.714285714285715, 17.857142857142858, 17.857142857142858, 18.142857142857142, 19.0, 19.571428571428573, 20.142857142857142, 20.285714285714285, 21.0, 21.857142857142858, 21.857142857142858, 21.857142857142858, 22.0, 22.857142857142858, 23.0, 23.142857142857142, 23.285714285714285, 24.142857142857142, 24.428571428571427, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.0, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714 ], "type_event": [ 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 7, 0, 12, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 16, 10, 4, 11, 15, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Grocery and Gourmet Food", "Other", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Electronics", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the early weeks. The \"Kindle Store\" reviews appear more sporadically, with a noticeable increase in frequency after the initial weeks, particularly clustering around the 1.5 to 3-week mark and again in the later stages. Other categories such as \"Grocery and Gourmet Food,\" \"Sports and Outdoors,\" and \"Electronics\" are introduced much later in the sequence, indicating a shift in review focus. Overall, the trend demonstrates a strong initial emphasis on books, with the Kindle Store gaining more attention as time progresses." }, { "dim_process": 18, "seq_idx": 1285, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.4285714285714284, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.0, 5.285714285714286, 5.714285714285714, 6.0, 6.142857142857143, 6.428571428571429, 6.571428571428571, 7.571428571428571, 7.857142857142857, 8.857142857142858, 9.571428571428571, 10.142857142857142, 10.285714285714286, 11.142857142857142, 11.285714285714286, 11.571428571428571, 12.0, 12.142857142857142, 14.0, 14.0, 15.428571428571429, 16.0, 17.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.0, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 1.0, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.8571428571428572, 0.0, 1.4285714285714286, 0.5714285714285714, 1.7142857142857142 ], "type_event": [ 10, 16, 16, 10, 10, 16, 16, 10, 16, 16, 16, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 16, 10, 10, 16, 16, 10, 10, 10, 16, 16, 10, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with an initial cluster of reviews in the Books and Kindle Store categories occurring within the first two weeks. As time progresses, there is a noticeable increase in Kindle Store reviews, especially after the two-week mark, indicating a trend towards more frequent reviews in this category. Books reviews are consistently submitted throughout the sequence, with several clusters appearing at various intervals, particularly around weeks 1.5 to 5 and again towards the end of the sequence. The pattern shows that Kindle Store reviews tend to occur more frequently in the later weeks, while Books reviews are more evenly distributed across the timeline." }, { "dim_process": 18, "seq_idx": 1286, "seq_len": 61, "time_since_start": [ 0.0, 1.2857142857142858, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.0, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 5.0, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.142857142857142, 9.285714285714286, 9.571428571428571, 9.714285714285714, 10.142857142857142, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.285714285714286, 13.142857142857142, 13.714285714285714, 13.857142857142858, 14.0, 14.428571428571429, 14.857142857142858, 15.428571428571429, 16.142857142857142, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.285714285714285, 18.142857142857142, 18.285714285714285, 20.571428571428573, 21.857142857142858, 24.285714285714285, 25.142857142857142 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.8571428571428572, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 2.2857142857142856, 1.2857142857142858, 2.4285714285714284, 0.8571428571428571 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a few entries in the \"Kindle Store.\" Most reviews are clustered within the first few weeks, indicating an early burst of activity, followed by a gradual decline in frequency over time. The reviews predominantly occur in the first 18 weeks, with a noticeable gap before a few later reviews appear around the 20 to 25-week mark. Overall, the reviews are heavily concentrated in the early part of the timeline, with a sustained interest in books throughout." }, { "dim_process": 18, "seq_idx": 1287, "seq_len": 106, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.0, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 4.571428571428571, 4.571428571428571, 4.714285714285714, 5.0, 5.0, 5.285714285714286, 5.571428571428571, 5.571428571428571, 5.714285714285714, 6.0, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.571428571428571, 6.714285714285714, 7.0, 7.0, 7.571428571428571, 7.571428571428571, 7.714285714285714, 8.0, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.285714285714286, 9.428571428571429, 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23.571428571428573, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 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10, 10, 14, 14, 14, 10, 14, 10, 10, 10, 14, 14, 10, 10, 14, 14, 14, 10, 10, 14, 10, 14, 14, 14, 10, 10, 14, 14, 14, 10, 14, 10, 14, 10, 14, 10, 14, 10, 14, 14, 14, 14, 10, 10, 14, 14, 11, 14, 14, 10, 16, 10, 16, 14, 10, 10, 16, 10, 16, 10, 10, 10, 16, 16, 10, 16, 14, 4, 14, 14, 14, 14, 14, 14, 14, 14 ], "type_text": [ "Electronics", "Books", "Books", "Movies and TV", "Movies and TV", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Books", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Books", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Books", "Books", "Books", "Movies and TV", "Movies and TV", "Books", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Books", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Books", "Movies and TV", "Movies and TV", "Home and Kitchen", "Movies and TV", "Movies and TV", "Books", "Kindle Store", "Books", "Kindle Store", "Movies and TV", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Movies and TV", "Electronics", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews begins with a mix of categories, primarily Electronics and Books, occurring early on. As time progresses, there is a noticeable increase in the frequency of Movies and TV reviews, which dominate the later weeks. Books remain a consistent presence throughout the sequence, with several clusters of reviews appearing at various intervals. Additionally, the introduction of the Kindle Store category occurs in the later weeks, indicating a diversification in review subjects. Overall, Movies and TV reviews tend to cluster in the latter part of the timeline, while Books are more evenly distributed across the entire sequence." }, { "dim_process": 18, "seq_idx": 1288, "seq_len": 44, "time_since_start": [ 0.0, 0.2857142857142857, 2.142857142857143, 3.0, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 5.714285714285714, 6.142857142857143, 6.142857142857143, 6.571428571428571, 7.857142857142857, 8.857142857142858, 9.0, 9.428571428571429, 11.285714285714286, 12.142857142857142, 12.857142857142858, 13.0, 13.0, 13.428571428571429, 13.714285714285714, 15.142857142857142, 15.142857142857142, 15.285714285714286, 16.0, 16.285714285714285, 16.428571428571427, 17.428571428571427, 18.0, 18.571428571428573, 18.857142857142858, 18.857142857142858, 19.857142857142858, 19.857142857142858, 20.285714285714285, 20.571428571428573, 20.571428571428573, 21.428571428571427, 21.714285714285715, 21.857142857142858, 22.0, 22.571428571428573, 23.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 1.8571428571428572, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.8571428571428572, 0.42857142857142855, 0.0, 0.42857142857142855, 1.2857142857142858, 1.0, 0.14285714285714285, 0.42857142857142855, 1.8571428571428572, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 1.4285714285714286, 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.0, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.0, 1.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855 ], "type_event": [ 7, 10, 12, 1, 4, 10, 8, 11, 15, 1, 0, 10, 12, 10, 2, 10, 7, 10, 15, 10, 15, 0, 0, 1, 0, 8, 11, 0, 8, 8, 0, 1, 11, 4, 3, 1, 7, 11, 9, 15, 9, 9, 13, 11 ], "type_text": [ "Grocery and Gourmet Food", "Books", "Sports and Outdoors", "Tools and Home Improvement", "Electronics", "Books", "Toys and Games", "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Other", "Books", "Sports and Outdoors", "Books", "Pet Supplies", "Books", "Grocery and Gourmet Food", "Books", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Other", "Other", "Tools and Home Improvement", "Other", "Toys and Games", "Home and Kitchen", "Other", "Toys and Games", "Toys and Games", "Other", "Tools and Home Improvement", "Home and Kitchen", "Electronics", "Arts Crafts and Sewing", "Tools and Home Improvement", "Grocery and Gourmet Food", "Home and Kitchen", "Office Products", "Clothing Shoes and Jewelry", "Office Products", "Office Products", "Patio Lawn and Garden", "Home and Kitchen" ], "description": "The sequence of product reviews shows a diverse range of categories submitted over time, with an initial focus on Grocery and Gourmet Food and Books. Reviews for Books appear frequently, especially clustered around the early weeks and again later in the sequence. Tools and Home Improvement reviews occur multiple times, particularly in the middle of the timeline. There is a noticeable increase in the variety of categories towards the end, with a mix of Home and Kitchen, Office Products, and Toys and Games appearing in close succession. Overall, the review submissions reflect a gradual expansion in category diversity as time progresses." }, { "dim_process": 18, "seq_idx": 1289, "seq_len": 61, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.0, 2.2857142857142856, 3.5714285714285716, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.428571428571429, 6.571428571428571, 6.857142857142857, 8.571428571428571, 9.0, 9.142857142857142, 9.285714285714286, 9.571428571428571, 9.714285714285714, 10.428571428571429, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.714285714285714, 11.714285714285714, 12.0, 12.571428571428571, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.857142857142858, 15.142857142857142, 16.0, 16.285714285714285, 16.428571428571427, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.857142857142858, 18.142857142857142, 18.285714285714285, 18.714285714285715, 18.857142857142858, 19.0, 21.142857142857142, 23.142857142857142, 24.0, 24.142857142857142, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 2.142857142857143, 2.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time, particularly in the initial weeks. Reviews for \"Books\" are clustered heavily in the early stages, with a gradual introduction of \"Kindle Store\" reviews starting around the 6-week mark. The frequency of \"Kindle Store\" reviews increases notably in the later weeks, particularly after the 21-week point, while \"Books\" reviews continue to be submitted throughout the entire sequence. Overall, there is a clear trend of sustained engagement with \"Books,\" with intermittent reviews for \"Kindle Store\" appearing more prominently as time progresses." }, { "dim_process": 18, "seq_idx": 1290, "seq_len": 40, "time_since_start": [ 0.0, 1.0, 1.1428571428571428, 1.7142857142857142, 2.142857142857143, 2.5714285714285716, 3.142857142857143, 3.4285714285714284, 4.0, 4.285714285714286, 4.857142857142857, 5.285714285714286, 6.285714285714286, 6.857142857142857, 7.428571428571429, 7.857142857142857, 8.571428571428571, 9.0, 9.571428571428571, 10.285714285714286, 11.571428571428571, 12.142857142857142, 12.714285714285714, 13.142857142857142, 13.571428571428571, 14.0, 14.428571428571429, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.428571428571427, 16.714285714285715, 17.714285714285715, 18.857142857142858, 22.714285714285715, 23.571428571428573, 24.285714285714285 ], "time_since_last_event": [ 0.0, 1.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.0, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.0, 1.1428571428571428, 3.857142857142857, 0.8571428571428571, 0.7142857142857143 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the initial weeks. The reviews for \"Kindle Store\" are less frequent and appear at specific intervals, notably around the 1-week mark, and again at 18.86, 22.71, and 23.57 weeks. There is a notable clustering of \"Books\" reviews in the early to mid-period, with a gradual decrease in frequency towards the later weeks, while the \"Kindle Store\" reviews are more sporadic and occur later in the sequence. Overall, the majority of reviews are concentrated in the \"Books\" category, with \"Kindle Store\" reviews serving as occasional outliers." }, { "dim_process": 18, "seq_idx": 1291, "seq_len": 74, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.0, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 1.8571428571428572, 2.0, 2.2857142857142856, 2.5714285714285716, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 5.0, 5.428571428571429, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.285714285714286, 12.428571428571429, 13.0, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.714285714285714, 13.857142857142858, 15.714285714285714, 15.857142857142858, 16.428571428571427, 16.857142857142858, 17.142857142857142, 17.571428571428573, 17.714285714285715, 18.428571428571427, 18.714285714285715, 19.428571428571427, 19.571428571428573, 21.142857142857142, 21.714285714285715, 22.571428571428573, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.5714285714285714, 0.5714285714285714, 0.8571428571428571, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first few weeks. There are two notable instances of reviews in the \"Kindle Store\" category, which occur at approximately 1.86 weeks and again around 6.29 weeks, indicating brief periods of interest in this category amid a predominance of book reviews. The reviews primarily cluster in the early weeks, with a gradual tapering off in frequency as time progresses, although there are still reviews submitted up to the 24-week mark. Overall, the trend indicates a sustained engagement with books, punctuated by occasional reviews of Kindle Store offerings." }, { "dim_process": 18, "seq_idx": 1292, "seq_len": 60, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 3.857142857142857, 5.142857142857143, 5.857142857142857, 5.857142857142857, 6.428571428571429, 6.857142857142857, 7.857142857142857, 8.857142857142858, 9.714285714285714, 9.714285714285714, 10.285714285714286, 11.0, 11.285714285714286, 12.0, 12.285714285714286, 12.857142857142858, 12.857142857142858, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.714285714285714, 13.714285714285714, 14.714285714285714, 16.428571428571427, 17.857142857142858, 18.285714285714285, 20.285714285714285, 20.428571428571427, 21.285714285714285, 21.857142857142858, 21.857142857142858, 21.857142857142858, 21.857142857142858, 24.142857142857142, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 1.2857142857142858, 0.7142857142857143, 0.0, 0.5714285714285714, 0.42857142857142855, 1.0, 1.0, 0.8571428571428571, 0.0, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 1.0, 1.7142857142857142, 1.4285714285714286, 0.42857142857142855, 2.0, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.0, 0.0, 0.0, 2.2857142857142856, 1.2857142857142858 ], "type_event": [ 15, 4, 6, 0, 12, 7, 12, 7, 9, 9, 10, 10, 7, 3, 11, 10, 7, 12, 14, 2, 11, 11, 6, 5, 11, 10, 7, 4, 11, 8, 11, 2, 10, 15, 11, 10, 11, 12, 11, 10, 15, 11, 7, 7, 11, 15, 0, 11, 10, 0, 0, 0, 11, 11, 9, 11, 5, 1, 15, 2 ], "type_text": [ "Clothing Shoes and Jewelry", "Electronics", "Industrial and Scientific", "Other", "Sports and Outdoors", "Grocery and Gourmet Food", "Sports and Outdoors", "Grocery and Gourmet Food", "Office Products", "Office Products", "Books", "Books", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Sports and Outdoors", "Movies and TV", "Pet Supplies", "Home and Kitchen", "Home and Kitchen", "Industrial and Scientific", "Automotive", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Electronics", "Home and Kitchen", "Toys and Games", "Home and Kitchen", "Pet Supplies", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Books", "Other", "Other", "Other", "Home and Kitchen", "Home and Kitchen", "Office Products", "Home and Kitchen", "Automotive", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Pet Supplies" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Clothing, Electronics, and Industrial products, occurring within the first week. As time progresses, there is a noticeable clustering of reviews in the Home and Kitchen category, particularly around the 3 to 14-week mark. Books also emerge as a recurring category, with multiple reviews concentrated between weeks 2 and 12. Other categories, such as Sports and Outdoors and Grocery, show a more intermittent pattern, while reviews for Clothing and Jewelry appear later in the sequence, particularly after the 20-week mark. Overall, the review activity demonstrates a trend of increasing focus on specific categories over time, particularly Home and Kitchen and Books." }, { "dim_process": 18, "seq_idx": 1293, "seq_len": 46, "time_since_start": [ 0.0, 1.1428571428571428, 1.4285714285714286, 2.142857142857143, 3.142857142857143, 3.142857142857143, 4.0, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.0, 6.142857142857143, 6.714285714285714, 7.142857142857143, 7.428571428571429, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.285714285714286, 12.285714285714286, 12.714285714285714, 13.0, 13.142857142857142, 13.142857142857142, 13.571428571428571, 14.285714285714286, 14.428571428571429, 15.0, 15.142857142857142, 15.285714285714286, 15.857142857142858, 17.285714285714285, 19.285714285714285, 19.571428571428573, 24.285714285714285, 24.857142857142858 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 1.0, 0.0, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 2.0, 0.2857142857142857, 4.714285714285714, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 4, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 15, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Clothing Shoes and Jewelry", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted in the early weeks, particularly within the first 15 weeks. Reviews for \"Kindle Store\" appear intermittently, primarily clustered around the 5 to 15-week mark. The \"Electronics\" category is briefly represented at the 3-week point, while a single review for \"Clothing Shoes and Jewelry\" occurs much later at approximately 24 weeks. Overall, the trend indicates a strong preference for books, with other categories appearing less frequently and mainly after the initial weeks." }, { "dim_process": 18, "seq_idx": 1294, "seq_len": 120, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.714285714285714, 5.0, 5.142857142857143, 5.285714285714286, 5.285714285714286, 5.714285714285714, 5.857142857142857, 5.857142857142857, 6.0, 6.0, 6.285714285714286, 6.285714285714286, 6.428571428571429, 7.0, 7.0, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.142857142857142, 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0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 10, 16, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 16, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 9, 10, 10, 16, 10, 16, 10, 10, 10, 16, 16, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 16, 16, 10, 16, 16, 10, 16, 16, 10, 16, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Office Products", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs frequently throughout the timeline, especially in the earlier weeks. The \"Kindle Store\" reviews also appear regularly, but they tend to cluster more towards the later weeks of the sequence. Initially, there is a higher frequency of reviews for both categories, with a noticeable increase in the number of \"Kindle Store\" reviews as time progresses. Additionally, there is a single review for \"Office Products\" that appears among the predominantly \"Books\" and \"Kindle Store\" reviews, indicating a slight diversification in review topics. Overall, the trend indicates a consistent engagement with both categories, with a gradual shift towards more \"Kindle Store\" reviews over time." }, { "dim_process": 18, "seq_idx": 1295, "seq_len": 52, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.1428571428571428, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.0, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.142857142857143, 5.285714285714286, 6.0, 6.285714285714286, 7.142857142857143, 7.285714285714286, 7.428571428571429, 8.142857142857142, 8.571428571428571, 10.142857142857142, 11.142857142857142, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.142857142857142, 13.428571428571429, 13.714285714285714, 15.0, 15.714285714285714, 16.0, 17.0, 17.142857142857142, 17.285714285714285, 18.142857142857142, 18.285714285714285, 18.285714285714285, 18.428571428571427, 19.0, 19.285714285714285, 20.285714285714285, 21.428571428571427, 22.285714285714285, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 1.5714285714285714, 1.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.7142857142857143, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.0, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted in this category throughout the timeline. The reviews primarily cluster within the first 22 weeks, with a notable concentration of submissions occurring in the earlier weeks. A single review in the \"Home and Kitchen\" category appears around week 5, and there is also a brief mention of the \"Kindle Store\" around week 18. Overall, the trend indicates a sustained interest in books, with minimal diversification into other categories." }, { "dim_process": 18, "seq_idx": 1296, "seq_len": 50, "time_since_start": [ 0.0, 0.2857142857142857, 1.4285714285714286, 1.8571428571428572, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 4.0, 4.285714285714286, 4.428571428571429, 5.0, 5.857142857142857, 6.0, 6.285714285714286, 7.0, 7.142857142857143, 8.0, 8.142857142857142, 8.285714285714286, 9.0, 9.142857142857142, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.857142857142858, 11.0, 12.0, 12.142857142857142, 13.0, 13.857142857142858, 14.0, 14.142857142857142, 14.857142857142858, 15.0, 15.142857142857142, 15.428571428571429, 16.0, 16.142857142857142, 16.428571428571427, 16.714285714285715, 17.0, 18.0, 20.0, 24.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.0, 2.0, 4.0 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a significant number of reviews submitted over a prolonged period. The reviews for \"Kindle Store\" appear infrequently and are clustered around the earlier weeks, specifically at weeks 1.86, 3.43, 7.14, 10.14, and 16.14. The majority of reviews occur in the \"Books\" category, particularly concentrated in the first 20 weeks, with a notable increase in frequency during the initial weeks and a gradual tapering off as time progresses. Overall, the pattern indicates a strong preference for reviewing books, with Kindle Store reviews serving as occasional outliers." }, { "dim_process": 18, "seq_idx": 1297, "seq_len": 68, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.0, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.0, 5.142857142857143, 7.0, 7.571428571428571, 7.714285714285714, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.714285714285714, 13.0, 13.285714285714286, 13.428571428571429, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.571428571428571, 15.714285714285714, 16.142857142857142, 16.714285714285715, 17.428571428571427, 17.857142857142858, 18.0, 19.714285714285715, 20.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 1.7142857142857142, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews primarily consists of submissions in the \"Books\" category, which dominate the timeline, especially in the initial weeks. Reviews for \"Books\" are consistently submitted at regular intervals, with a notable concentration in the first 20 weeks. The only deviation from this pattern occurs at weeks 9.0 and 19.71, where reviews for the \"Kindle Store\" are submitted, indicating a brief shift in focus. Overall, the trend shows a sustained interest in books, with a small cluster of reviews for the Kindle Store appearing later in the sequence." }, { "dim_process": 18, "seq_idx": 1298, "seq_len": 47, "time_since_start": [ 0.0, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.8571428571428572, 2.0, 3.5714285714285716, 6.0, 6.0, 6.0, 6.0, 7.142857142857143, 7.714285714285714, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 11.142857142857142, 11.142857142857142, 11.142857142857142, 11.142857142857142, 11.142857142857142, 11.142857142857142, 12.142857142857142, 12.285714285714286, 12.428571428571429, 14.0, 14.428571428571429, 14.857142857142858, 14.857142857142858, 15.428571428571429, 16.0, 16.0, 16.285714285714285, 16.571428571428573, 19.285714285714285, 20.0, 20.571428571428573, 21.428571428571427, 21.571428571428573, 21.857142857142858, 21.857142857142858, 21.857142857142858, 23.142857142857142, 23.857142857142858, 24.142857142857142 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.0, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 1.5714285714285714, 2.4285714285714284, 0.0, 0.0, 0.0, 1.1428571428571428, 0.5714285714285714, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.0, 0.5714285714285714, 0.5714285714285714, 0.0, 0.2857142857142857, 0.2857142857142857, 2.7142857142857144, 0.7142857142857143, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 1.2857142857142858, 0.7142857142857143, 0.2857142857142857 ], "type_event": [ 16, 12, 1, 10, 11, 8, 10, 10, 8, 4, 11, 5, 16, 12, 10, 10, 10, 10, 12, 13, 10, 11, 2, 1, 10, 15, 10, 10, 10, 10, 5, 10, 12, 10, 10, 10, 12, 16, 16, 16, 16, 13, 7, 11, 16, 10, 16 ], "type_text": [ "Kindle Store", "Sports and Outdoors", "Tools and Home Improvement", "Books", "Home and Kitchen", "Toys and Games", "Books", "Books", "Toys and Games", "Electronics", "Home and Kitchen", "Automotive", "Kindle Store", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Patio Lawn and Garden", "Books", "Home and Kitchen", "Pet Supplies", "Tools and Home Improvement", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Automotive", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Sports and Outdoors", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Home and Kitchen", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a progression where the user initially engages with a variety of categories, including Kindle Store, Sports and Outdoors, and Tools and Home Improvement within the first few weeks. Books become a dominant category starting around the second week, with multiple reviews clustered closely together over the following weeks. As time progresses, there is a noticeable return to the Kindle Store, with several reviews occurring in that category in the later weeks, alongside sporadic reviews in other categories like Sports and Outdoors and Home and Kitchen. Overall, there is a trend of increasing focus on Books, especially in the mid to later weeks, while Kindle Store reviews appear to cluster towards the end of the sequence." }, { "dim_process": 18, "seq_idx": 1299, "seq_len": 76, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.714285714285714, 5.714285714285714, 5.857142857142857, 6.0, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.285714285714286, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.0, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.857142857142858, 15.0, 15.285714285714286, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.428571428571427, 17.714285714285715, 18.0, 18.142857142857142, 18.285714285714285, 19.142857142857142, 19.285714285714285, 21.285714285714285, 21.714285714285715, 22.0, 22.857142857142858, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 2.0, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly features reviews in the \"Books\" category, which occur consistently over a span of weeks. The reviews begin in the initial week and continue to be submitted at a steady rate, with a noticeable clustering of reviews occurring in the first 20 weeks. There are some intervals where reviews are submitted more frequently, particularly in the earlier weeks, but the overall trend shows a sustained engagement with the \"Books\" category throughout the entire timeline, with fewer reviews noted in the later weeks." }, { "dim_process": 18, "seq_idx": 1300, "seq_len": 44, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.4285714285714284, 2.5714285714285716, 3.0, 4.285714285714286, 4.714285714285714, 5.571428571428571, 6.714285714285714, 8.0, 8.714285714285714, 9.0, 9.571428571428571, 9.857142857142858, 10.0, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.714285714285714, 11.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.857142857142858, 16.0, 16.571428571428573, 16.714285714285715, 17.0, 17.857142857142858, 18.857142857142858, 20.571428571428573 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.0, 1.7142857142857142 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted in the early weeks, particularly within the first 18 weeks. The \"Kindle Store\" reviews appear intermittently, primarily clustered around the early and later parts of the timeline, with notable occurrences at weeks 0.86, 11.71, 13.0, and 20.57. Overall, the reviews for \"Books\" are consistently frequent, while \"Kindle Store\" reviews are less frequent and tend to occur at specific intervals throughout the sequence." }, { "dim_process": 18, "seq_idx": 1301, "seq_len": 47, "time_since_start": [ 0.0, 0.0, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.428571428571429, 5.714285714285714, 5.714285714285714, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.142857142857143, 7.142857142857143, 8.285714285714286, 8.857142857142858, 8.857142857142858, 9.0, 9.0, 10.0, 10.285714285714286, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.142857142857142, 12.285714285714286, 12.285714285714286, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.428571428571429, 14.142857142857142, 14.857142857142858, 15.428571428571429, 17.0, 18.0, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 2.857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.0, 0.0, 0.0, 0.14285714285714285, 1.2857142857142858, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 1.1428571428571428, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 1.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 1.5714285714285714, 1.0, 5.857142857142857 ], "type_event": [ 14, 0, 14, 0, 0, 0, 14, 0, 0, 0, 10, 0, 0, 10, 0, 0, 0, 14, 14, 0, 10, 14, 0, 0, 14, 14, 14, 14, 14, 14, 10, 0, 0, 14, 10, 14, 14, 0, 14, 14, 0, 14, 10, 14, 14, 14, 10 ], "type_text": [ "Movies and TV", "Other", "Movies and TV", "Other", "Other", "Other", "Movies and TV", "Other", "Other", "Other", "Books", "Other", "Other", "Books", "Other", "Other", "Other", "Movies and TV", "Movies and TV", "Other", "Books", "Movies and TV", "Other", "Other", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Other", "Other", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Other", "Movies and TV", "Movies and TV", "Other", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Books" ], "description": "The sequence of product reviews shows a consistent engagement with the \"Movies and TV\" category throughout the timeline, with a noticeable cluster of reviews occurring between weeks 4 and 15. The \"Other\" category also appears frequently, particularly in the early weeks, but its frequency decreases as the sequence progresses. The \"Books\" category is introduced later in the timeline, with reviews primarily concentrated around weeks 5, 8, and 14, indicating a gradual increase in interest over time. Overall, the pattern suggests an initial focus on \"Other\" and \"Movies and TV,\" followed by a later emergence of \"Books\" amidst ongoing reviews of \"Movies and TV.\"" }, { "dim_process": 18, "seq_idx": 1302, "seq_len": 41, "time_since_start": [ 0.0, 0.0, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 5.714285714285714, 5.714285714285714, 7.714285714285714, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.428571428571429, 8.857142857142858, 12.428571428571429, 12.428571428571429, 12.428571428571429, 12.428571428571429, 12.428571428571429, 12.428571428571429, 12.428571428571429, 12.571428571428571, 12.571428571428571, 12.571428571428571, 12.571428571428571, 12.571428571428571, 12.571428571428571, 12.571428571428571, 12.571428571428571, 12.571428571428571, 12.571428571428571, 13.571428571428571, 13.571428571428571, 13.714285714285714, 18.428571428571427, 18.428571428571427, 18.428571428571427, 18.428571428571427, 21.571428571428573, 21.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 4.428571428571429, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858, 0.0, 2.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 3.5714285714285716, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.14285714285714285, 4.714285714285714, 0.0, 0.0, 0.0, 3.142857142857143, 0.0 ], "type_event": [ 1, 4, 15, 12, 4, 11, 9, 15, 11, 17, 1, 12, 11, 17, 8, 9, 5, 15, 4, 13, 2, 1, 7, 15, 1, 14, 6, 11, 4, 10, 9, 12, 13, 1, 4, 13, 11, 14, 1, 12, 13 ], "type_text": [ "Tools and Home Improvement", "Electronics", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Electronics", "Home and Kitchen", "Office Products", "Clothing Shoes and Jewelry", "Home and Kitchen", "Cell Phones and Accessories", "Tools and Home Improvement", "Sports and Outdoors", "Home and Kitchen", "Cell Phones and Accessories", "Toys and Games", "Office Products", "Automotive", "Clothing Shoes and Jewelry", "Electronics", "Patio Lawn and Garden", "Pet Supplies", "Tools and Home Improvement", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Movies and TV", "Industrial and Scientific", "Home and Kitchen", "Electronics", "Books", "Office Products", "Sports and Outdoors", "Patio Lawn and Garden", "Tools and Home Improvement", "Electronics", "Patio Lawn and Garden", "Home and Kitchen", "Movies and TV", "Tools and Home Improvement", "Sports and Outdoors", "Patio Lawn and Garden" ], "description": "The sequence of product reviews begins with submissions in the Tools and Home Improvement and Electronics categories at the start. Over time, there is a notable clustering of reviews around the 12-week mark, where multiple categories, including Clothing Shoes and Jewelry, Home and Kitchen, and Electronics, are represented. As the timeline progresses, reviews for Patio Lawn and Garden and Tools and Home Improvement appear consistently in the later weeks. The trend indicates a gradual expansion of review categories, with a significant concentration of reviews occurring between weeks 12 and 13." }, { "dim_process": 18, "seq_idx": 1303, "seq_len": 58, "time_since_start": [ 0.0, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 2.0, 2.7142857142857144, 2.857142857142857, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.285714285714286, 6.142857142857143, 6.285714285714286, 6.428571428571429, 7.857142857142857, 8.142857142857142, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.571428571428571, 10.714285714285714, 10.857142857142858, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.285714285714286, 13.571428571428571, 13.714285714285714, 14.142857142857142, 14.285714285714286, 14.428571428571429, 15.142857142857142, 15.285714285714286, 15.714285714285714, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 18.285714285714285, 22.0, 22.428571428571427, 24.0 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 3.7142857142857144, 0.42857142857142855, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 16 weeks. Reviews for \"Kindle Store\" appear intermittently, primarily clustered around weeks 6, 10, 13, 16, and 24. Notably, the frequency of \"Books\" reviews peaks between weeks 1 and 16, while \"Kindle Store\" reviews are less frequent and tend to occur later in the timeline. Overall, the pattern indicates a strong initial engagement with books, followed by occasional reviews for the Kindle Store at specific intervals." }, { "dim_process": 18, "seq_idx": 1304, "seq_len": 46, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 1.7142857142857142, 3.0, 3.0, 3.0, 3.0, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 6.0, 6.0, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.428571428571429, 7.0, 7.0, 8.142857142857142, 8.142857142857142, 9.714285714285714, 10.285714285714286, 10.285714285714286, 10.285714285714286, 13.714285714285714, 13.714285714285714, 13.714285714285714, 13.714285714285714, 13.714285714285714, 14.714285714285714, 14.714285714285714, 17.0, 17.0, 17.0, 17.0, 21.714285714285715, 24.428571428571427, 24.428571428571427, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 1.7142857142857142, 1.2857142857142858, 0.0, 0.0, 0.0, 2.857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 1.1428571428571428, 0.0, 1.5714285714285714, 0.5714285714285714, 0.0, 0.0, 3.4285714285714284, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.2857142857142856, 0.0, 0.0, 0.0, 4.714285714285714, 2.7142857142857144, 0.0, 0.0 ], "type_event": [ 15, 11, 7, 4, 7, 13, 1, 12, 4, 10, 15, 13, 12, 11, 17, 4, 11, 4, 1, 15, 9, 11, 17, 11, 4, 9, 11, 1, 1, 4, 12, 15, 1, 11, 4, 7, 15, 13, 1, 11, 7, 4, 1, 12, 11, 4 ], "type_text": [ "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Electronics", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Tools and Home Improvement", "Sports and Outdoors", "Electronics", "Books", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Sports and Outdoors", "Home and Kitchen", "Cell Phones and Accessories", "Electronics", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Office Products", "Home and Kitchen", "Cell Phones and Accessories", "Home and Kitchen", "Electronics", "Office Products", "Home and Kitchen", "Tools and Home Improvement", "Tools and Home Improvement", "Electronics", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Electronics", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Tools and Home Improvement", "Home and Kitchen", "Grocery and Gourmet Food", "Electronics", "Tools and Home Improvement", "Sports and Outdoors", "Home and Kitchen", "Electronics" ], "description": "The sequence of product reviews shows an initial burst of activity across various categories, with the user submitting reviews for Clothing, Home and Kitchen, Grocery, and Electronics all within the first week. As time progresses, reviews for Grocery and Gourmet Food appear again around week two, followed by a cluster of reviews in week three that includes multiple categories such as Patio Lawn and Garden and Tools and Home Improvement. A significant grouping of reviews occurs around week six, with multiple categories being revisited, particularly Home and Kitchen and Electronics. The user continues to show a pattern of reviewing Tools and Home Improvement, which peaks around weeks 10 and 17, while Electronics and Home and Kitchen also remain consistent throughout the timeline. The reviews tend to cluster around specific weeks, indicating a periodic engagement with certain categories." }, { "dim_process": 18, "seq_idx": 1305, "seq_len": 46, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.1428571428571428, 1.4285714285714286, 2.0, 2.142857142857143, 2.857142857142857, 3.0, 3.142857142857143, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.571428571428571, 5.857142857142857, 7.0, 7.142857142857143, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.428571428571429, 9.0, 9.285714285714286, 9.714285714285714, 10.428571428571429, 11.0, 12.0, 12.0, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.714285714285714, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.428571428571429, 17.0, 18.0, 18.285714285714285, 19.0, 20.857142857142858, 22.0, 22.857142857142858, 24.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 1.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.5714285714285714, 1.0, 0.2857142857142857, 0.7142857142857143, 1.8571428571428572, 1.1428571428571428, 0.8571428571428571, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently throughout the timeline, with a noticeable concentration in the initial weeks. Reviews for the Kindle Store appear at week 12, but the focus quickly returns to books. The frequency of reviews remains relatively steady, with some clustering observed in the earlier weeks and a gradual continuation into later weeks, maintaining a long-term engagement with the book category. Overall, the pattern shows a sustained interest in books over the entire period, with a brief introduction of the Kindle Store amidst the ongoing reviews." }, { "dim_process": 18, "seq_idx": 1306, "seq_len": 52, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 2.0, 2.142857142857143, 2.4285714285714284, 3.0, 3.142857142857143, 3.7142857142857144, 4.142857142857143, 4.571428571428571, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.142857142857143, 6.428571428571429, 7.142857142857143, 7.571428571428571, 8.0, 8.428571428571429, 8.714285714285714, 9.142857142857142, 9.428571428571429, 9.714285714285714, 10.142857142857142, 10.428571428571429, 10.714285714285714, 11.142857142857142, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.428571428571429, 13.142857142857142, 13.571428571428571, 13.714285714285714, 14.142857142857142, 14.428571428571429, 14.714285714285714, 15.142857142857142, 15.285714285714286, 16.142857142857142, 16.285714285714285, 17.0, 18.142857142857142, 18.285714285714285, 18.714285714285715, 19.142857142857142, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 5.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user is exclusively focused on books, with all reviews occurring within a 24-week timeframe. The reviews are consistently submitted at regular intervals, particularly in the earlier weeks, with a noticeable cluster of reviews occurring between weeks 0 and 18. After week 18, there is a significant gap before the final review is submitted at week 24, indicating a decline in review frequency as time progresses. Overall, the review activity is concentrated in the initial weeks, with a tapering off in later weeks." }, { "dim_process": 18, "seq_idx": 1307, "seq_len": 42, "time_since_start": [ 0.0, 0.5714285714285714, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.857142857142857, 6.285714285714286, 7.857142857142857, 8.285714285714286, 8.857142857142858, 9.142857142857142, 10.0, 10.285714285714286, 10.428571428571429, 11.0, 11.0, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.714285714285714, 15.142857142857142, 15.428571428571429, 17.142857142857142, 17.428571428571427, 18.0, 20.285714285714285, 20.857142857142858, 20.857142857142858, 22.857142857142858, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 2.5714285714285716, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 1.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 0.5714285714285714, 2.2857142857142856, 0.5714285714285714, 0.0, 2.0, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time, particularly in the early weeks. Reviews for \"Kindle Store\" appear less frequently, primarily clustered around the 10-week mark and again at approximately 20 weeks. There is a notable concentration of reviews in the weeks leading up to the 14-week mark, after which the frequency of reviews remains steady but slightly less intense. Overall, the majority of reviews are centered around books, with Kindle Store reviews serving as occasional interjections in the timeline." }, { "dim_process": 18, "seq_idx": 1308, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.4285714285714286, 1.5714285714285714, 2.0, 2.2857142857142856, 3.142857142857143, 4.0, 4.571428571428571, 5.0, 5.285714285714286, 5.428571428571429, 6.428571428571429, 6.428571428571429, 6.714285714285714, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.714285714285714, 8.0, 8.571428571428571, 9.142857142857142, 10.142857142857142, 10.285714285714286, 10.714285714285714, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.857142857142858, 13.0, 13.285714285714286, 13.714285714285714, 15.0, 15.571428571428571, 17.142857142857142, 18.571428571428573, 19.285714285714285, 21.428571428571427, 21.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.0, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 1.0, 0.14285714285714285, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.5714285714285714, 1.5714285714285714, 1.4285714285714286, 0.7142857142857143, 2.142857142857143, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with numerous reviews submitted predominantly in the early weeks. The reviews for \"Kindle Store\" appear less frequently and are interspersed among the reviews for \"Books,\" primarily occurring after the initial weeks. There are clusters of \"Books\" reviews at the beginning and again in the later weeks, while \"Kindle Store\" reviews tend to emerge at specific intervals, indicating a pattern of sustained interest in books over time with occasional engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 1309, "seq_len": 48, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 1.2857142857142858, 1.2857142857142858, 1.5714285714285714, 2.4285714285714284, 3.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.571428571428571, 5.428571428571429, 5.428571428571429, 5.428571428571429, 6.428571428571429, 7.571428571428571, 7.714285714285714, 7.714285714285714, 9.714285714285714, 10.571428571428571, 11.142857142857142, 12.142857142857142, 13.142857142857142, 13.142857142857142, 13.142857142857142, 13.428571428571429, 13.571428571428571, 14.428571428571429, 14.571428571428571, 14.571428571428571, 15.0, 15.428571428571429, 15.428571428571429, 16.571428571428573, 16.571428571428573, 16.571428571428573, 17.714285714285715, 17.714285714285715, 18.571428571428573, 19.571428571428573, 20.714285714285715, 21.571428571428573, 21.571428571428573, 23.142857142857142, 23.142857142857142, 23.285714285714285, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 0.7142857142857143, 0.0, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 1.0, 0.0, 0.0, 0.42857142857142855, 0.8571428571428571, 0.0, 0.0, 1.0, 1.1428571428571428, 0.14285714285714285, 0.0, 2.0, 0.8571428571428571, 0.5714285714285714, 1.0, 1.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 1.1428571428571428, 0.0, 0.0, 1.1428571428571428, 0.0, 0.8571428571428571, 1.0, 1.1428571428571428, 0.8571428571428571, 0.0, 1.5714285714285714, 0.0, 0.14285714285714285, 1.2857142857142858 ], "type_event": [ 10, 11, 2, 11, 12, 10, 11, 15, 9, 8, 12, 11, 7, 11, 10, 9, 12, 11, 10, 10, 8, 3, 11, 11, 0, 15, 15, 0, 15, 8, 0, 7, 7, 15, 15, 2, 9, 8, 10, 8, 11, 3, 15, 0, 15, 0, 11, 11 ], "type_text": [ "Books", "Home and Kitchen", "Pet Supplies", "Home and Kitchen", "Sports and Outdoors", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Office Products", "Toys and Games", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Office Products", "Sports and Outdoors", "Home and Kitchen", "Books", "Books", "Toys and Games", "Arts Crafts and Sewing", "Home and Kitchen", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Other", "Clothing Shoes and Jewelry", "Toys and Games", "Other", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Pet Supplies", "Office Products", "Toys and Games", "Books", "Toys and Games", "Home and Kitchen", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Other", "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a focus on Books and Home and Kitchen items in the early weeks, followed by a gradual increase in diversity with categories like Sports and Outdoors and Pet Supplies emerging shortly after. As time progresses, Home and Kitchen reviews appear frequently, particularly clustered around the 4 to 5-week mark. Later in the sequence, there is a notable increase in Clothing Shoes and Jewelry reviews, especially around the 13 to 24-week range, indicating a shift in the user's focus. Overall, the reviews show a pattern of initial exploration of various categories, followed by concentrated activity in specific categories over time." }, { "dim_process": 18, "seq_idx": 1310, "seq_len": 58, "time_since_start": [ 0.0, 0.0, 0.42857142857142855, 1.0, 1.2857142857142858, 1.5714285714285714, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.142857142857143, 4.0, 4.142857142857143, 4.142857142857143, 4.571428571428571, 5.0, 5.0, 5.142857142857143, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 6.857142857142857, 7.0, 7.285714285714286, 8.0, 9.428571428571429, 9.571428571428571, 10.428571428571429, 10.857142857142858, 11.571428571428571, 11.571428571428571, 12.0, 12.428571428571429, 12.714285714285714, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.0, 14.571428571428571, 15.428571428571429, 15.571428571428571, 15.857142857142858, 15.857142857142858, 16.0, 17.428571428571427, 18.285714285714285, 18.428571428571427, 18.714285714285715, 21.0, 21.714285714285715, 22.0, 23.857142857142858, 24.428571428571427, 25.0 ], "time_since_last_event": [ 0.0, 0.0, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.4285714285714286, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 1.4285714285714286, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 2.2857142857142856, 0.7142857142857143, 0.2857142857142857, 1.8571428571428572, 0.5714285714285714, 0.5714285714285714 ], "type_event": [ 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominance of reviews in the \"Books\" category, which are consistently submitted throughout the timeline, particularly in the initial weeks. \"Kindle Store\" reviews appear less frequently and tend to cluster around specific points, notably at the beginning and later in the sequence. The user initially engages with both categories almost simultaneously, but as time progresses, the frequency of \"Books\" reviews increases significantly compared to \"Kindle Store\" reviews, which appear more sporadically. Overall, the trend indicates a sustained focus on \"Books\" with periodic interactions with the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 1311, "seq_len": 62, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.0, 3.2857142857142856, 3.7142857142857144, 4.285714285714286, 4.571428571428571, 5.0, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 9.0, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.285714285714286, 13.428571428571429, 14.0, 14.142857142857142, 14.857142857142858, 15.285714285714286, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.857142857142858, 17.285714285714285, 17.857142857142858, 18.428571428571427, 18.714285714285715, 21.714285714285715, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 3.0, 2.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Most reviews occur within the first 18 weeks, with a significant cluster of submissions in the early weeks, particularly between 0 and 18 weeks. The only instance of a review in the \"Kindle Store\" category appears at the 2.57-week mark and again at 24.29 weeks, indicating that reviews for this category are less frequent and occur later in the timeline. Overall, the majority of reviews are concentrated in the early to mid-period of the sequence, with a notable decline in frequency as time progresses." }, { "dim_process": 18, "seq_idx": 1312, "seq_len": 68, "time_since_start": [ 0.0, 0.14285714285714285, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 5.285714285714286, 7.285714285714286, 7.428571428571429, 7.571428571428571, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.142857142857142, 11.0, 11.142857142857142, 11.142857142857142, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.0, 13.142857142857142, 13.428571428571429, 13.571428571428571, 14.0, 14.142857142857142, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.285714285714286, 15.571428571428571, 15.714285714285714, 16.142857142857142, 16.428571428571427, 17.142857142857142, 17.285714285714285, 17.857142857142858, 18.142857142857142, 19.714285714285715, 20.714285714285715, 20.857142857142858, 21.428571428571427, 22.714285714285715, 22.857142857142858, 23.0, 23.142857142857142, 23.285714285714285, 23.428571428571427, 23.571428571428573, 23.714285714285715, 23.857142857142858, 23.857142857142858, 24.0, 24.142857142857142, 24.285714285714285, 24.428571428571427, 24.714285714285715, 24.857142857142858, 25.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 2.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.0, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.5714285714285714, 1.0, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0 ], "type_event": [ 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 8, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Toys and Games", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on books, with a significant number of reviews submitted consistently over time. Initially, reviews for the Kindle Store appear early in the sequence, followed closely by books. As the timeline progresses, there are clusters of book reviews, particularly between the 7 to 15-week mark, indicating a sustained interest in this category. Reviews for the Kindle Store re-emerge periodically, often interspersed with book reviews, particularly in the later weeks. Overall, the trend indicates a strong preference for books, with Kindle Store reviews serving as occasional highlights throughout the timeline." }, { "dim_process": 18, "seq_idx": 1313, "seq_len": 42, "time_since_start": [ 0.0, 1.0, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.7142857142857142, 4.0, 5.142857142857143, 5.142857142857143, 7.571428571428571, 7.571428571428571, 7.571428571428571, 8.857142857142858, 9.571428571428571, 10.428571428571429, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 12.0, 12.0, 12.428571428571429, 12.428571428571429, 14.428571428571429, 14.428571428571429, 15.571428571428571, 17.142857142857142, 17.142857142857142, 17.142857142857142, 17.142857142857142, 17.142857142857142, 17.142857142857142, 17.142857142857142, 17.285714285714285, 17.285714285714285, 19.142857142857142, 19.142857142857142, 19.142857142857142, 23.142857142857142, 23.857142857142858, 24.142857142857142 ], "time_since_last_event": [ 0.0, 1.0, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 2.2857142857142856, 1.1428571428571428, 0.0, 2.4285714285714284, 0.0, 0.0, 1.2857142857142858, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 2.0, 0.0, 1.1428571428571428, 1.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 1.8571428571428572, 0.0, 0.0, 4.0, 0.7142857142857143, 0.2857142857142857 ], "type_event": [ 7, 0, 12, 11, 10, 11, 17, 7, 1, 7, 1, 5, 7, 5, 10, 17, 0, 15, 7, 4, 0, 7, 0, 7, 7, 0, 10, 9, 4, 10, 11, 1, 12, 15, 4, 11, 4, 7, 0, 7, 4, 7 ], "type_text": [ "Grocery and Gourmet Food", "Other", "Sports and Outdoors", "Home and Kitchen", "Books", "Home and Kitchen", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Tools and Home Improvement", "Grocery and Gourmet Food", "Tools and Home Improvement", "Automotive", "Grocery and Gourmet Food", "Automotive", "Books", "Cell Phones and Accessories", "Other", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Electronics", "Other", "Grocery and Gourmet Food", "Other", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Other", "Books", "Office Products", "Electronics", "Books", "Home and Kitchen", "Tools and Home Improvement", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Electronics", "Home and Kitchen", "Electronics", "Grocery and Gourmet Food", "Other", "Grocery and Gourmet Food", "Electronics", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews begins with a single review in the Grocery and Gourmet Food category, followed by a gradual increase in the variety of categories reviewed over the next few weeks. There is a notable clustering of reviews around the 11 to 17-week mark, where multiple categories, including Electronics, Books, and Home and Kitchen, are reviewed simultaneously. The frequency of Grocery and Gourmet Food reviews peaks at various intervals throughout the timeline, indicating a consistent interest in that category. In the latter part of the sequence, there is a resurgence in reviews for Electronics and Grocery and Gourmet Food, demonstrating a sustained engagement with these categories." }, { "dim_process": 18, "seq_idx": 1314, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 2.2857142857142856, 2.7142857142857144, 3.0, 4.714285714285714, 4.714285714285714, 5.0, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.0, 6.285714285714286, 6.714285714285714, 7.0, 8.571428571428571, 9.142857142857142, 9.857142857142858, 10.857142857142858, 12.0, 12.142857142857142, 12.714285714285714, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.285714285714286, 15.571428571428571, 16.0, 16.428571428571427, 17.0, 18.142857142857142, 18.714285714285715, 19.285714285714285, 21.857142857142858, 22.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.0, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 1.7142857142857142, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.0, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 0.5714285714285714, 0.5714285714285714, 2.5714285714285716, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the initial weeks. The reviews for the \"Kindle Store\" category appear less frequently and are clustered around the 3-week mark, the 6-week mark, and again around the 13-week mark, suggesting a pattern of intermittent engagement with this category. Overall, the reviews are heavily concentrated in the early to mid-period of the timeline, with a gradual tapering off in frequency as time progresses, while the \"Books\" reviews dominate the overall sequence." }, { "dim_process": 18, "seq_idx": 1315, "seq_len": 64, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 4.857142857142857, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.428571428571429, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 9.0, 9.142857142857142, 9.428571428571429, 9.714285714285714, 10.0, 10.428571428571429, 12.428571428571429, 12.714285714285714, 13.142857142857142, 13.285714285714286, 14.571428571428571, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.0, 16.142857142857142, 16.571428571428573, 17.142857142857142, 18.0, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.714285714285715, 18.857142857142858, 18.857142857142858, 19.428571428571427, 19.571428571428573, 19.714285714285715, 20.142857142857142, 20.285714285714285, 20.428571428571427, 22.0, 22.142857142857142, 22.428571428571427, 22.857142857142858, 23.0, 25.0, 25.285714285714285, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 2.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 2.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 2.0, 0.2857142857142857, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted shortly after each other, particularly in the initial weeks. Reviews for \"Kindle Store\" appear intermittently, primarily clustered around the 1.43 to 5.43 week range and again at the 18.71 to 19.57 week range. Overall, the majority of reviews occur within the first 25 weeks, with a notable concentration in the earlier weeks, and the frequency of \"Kindle Store\" reviews remains low compared to \"Books\" throughout the timeline." }, { "dim_process": 18, "seq_idx": 1316, "seq_len": 46, "time_since_start": [ 0.0, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 5.0, 5.285714285714286, 5.571428571428571, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.428571428571429, 6.714285714285714, 6.857142857142857, 6.857142857142857, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.571428571428571, 8.0, 8.428571428571429, 8.571428571428571, 9.0, 9.285714285714286, 9.285714285714286, 9.428571428571429, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.428571428571429, 10.428571428571429, 10.857142857142858, 11.428571428571429, 11.857142857142858, 11.857142857142858, 11.857142857142858, 12.142857142857142, 13.142857142857142, 13.142857142857142, 16.0, 17.285714285714285, 17.285714285714285, 17.857142857142858, 17.857142857142858, 17.857142857142858 ], "time_since_last_event": [ 0.0, 4.428571428571429, 0.0, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 1.0, 0.0, 2.857142857142857, 1.2857142857142858, 0.0, 0.5714285714285714, 0.0, 0.0 ], "type_event": [ 10, 11, 3, 8, 10, 3, 10, 10, 10, 10, 3, 10, 9, 10, 9, 10, 9, 9, 10, 3, 3, 9, 9, 10, 3, 9, 3, 10, 1, 9, 10, 3, 3, 3, 10, 9, 3, 9, 9, 3, 9, 3, 9, 3, 8, 9 ], "type_text": [ "Books", "Home and Kitchen", "Arts Crafts and Sewing", "Toys and Games", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Office Products", "Books", "Office Products", "Books", "Office Products", "Office Products", "Books", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Office Products", "Office Products", "Books", "Arts Crafts and Sewing", "Office Products", "Arts Crafts and Sewing", "Books", "Tools and Home Improvement", "Office Products", "Books", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Books", "Office Products", "Arts Crafts and Sewing", "Office Products", "Office Products", "Arts Crafts and Sewing", "Office Products", "Arts Crafts and Sewing", "Office Products", "Arts Crafts and Sewing", "Toys and Games", "Office Products" ], "description": "The sequence of product reviews begins with a focus on Books, followed by a mix of categories such as Home and Kitchen and Arts Crafts and Sewing in the early weeks. As time progresses, there is a noticeable increase in the frequency of reviews for Books, particularly between weeks 5 and 11, where they dominate the submissions. Office Products also emerge as a significant category, with multiple reviews clustering around weeks 6 to 13. Towards the later weeks, Arts Crafts and Sewing reviews become more prevalent again, indicating a shift in focus while Office Products continue to be reviewed consistently. Overall, there is a pattern of alternating focus between Books and Office Products, with Arts Crafts and Sewing appearing prominently in the latter part of the sequence." }, { "dim_process": 18, "seq_idx": 1317, "seq_len": 48, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.2857142857142856, 2.5714285714285716, 3.142857142857143, 3.7142857142857144, 4.857142857142857, 5.714285714285714, 6.142857142857143, 6.714285714285714, 8.428571428571429, 9.0, 9.142857142857142, 9.142857142857142, 9.571428571428571, 9.857142857142858, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.571428571428571, 12.142857142857142, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.142857142857142, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.285714285714285, 16.714285714285715, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.0, 18.285714285714285, 22.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 1.7142857142857142, 0.5714285714285714, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 3.7142857142857144 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 18 weeks. The reviews predominantly occur in clusters, particularly in the early weeks, with a notable increase in frequency before tapering off slightly after the 17-week mark. The \"Kindle Store\" reviews are interspersed within the overall trend but occur less frequently, primarily clustered around the 9 to 13-week range. Overall, the pattern indicates a strong preference for reviewing books, with a minor engagement with the Kindle Store at specific intervals." }, { "dim_process": 18, "seq_idx": 1318, "seq_len": 49, "time_since_start": [ 0.0, 0.0, 0.0, 1.0, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 2.0, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.0, 7.0, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.714285714285714, 8.714285714285714, 9.142857142857142, 9.714285714285714, 9.714285714285714, 9.714285714285714, 10.285714285714286, 10.571428571428571, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.714285714285714, 13.714285714285714, 13.857142857142858, 14.857142857142858, 15.571428571428571, 15.857142857142858, 15.857142857142858, 15.857142857142858, 17.714285714285715, 18.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 1.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 3.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.0, 0.42857142857142855, 0.5714285714285714, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.0, 1.0, 0.14285714285714285, 1.0, 0.7142857142857143, 0.2857142857142857, 0.0, 0.0, 1.8571428571428572, 0.8571428571428571 ], "type_event": [ 4, 14, 10, 10, 10, 12, 10, 10, 10, 13, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 12, 10, 11, 10, 10, 4, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 8, 16, 12, 10, 10, 16 ], "type_text": [ "Electronics", "Movies and TV", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Sports and Outdoors", "Books", "Home and Kitchen", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Kindle Store", "Sports and Outdoors", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows that the user predominantly reviews books, with a significant cluster of reviews occurring in the early weeks and continuing throughout the timeline. Other categories such as Electronics, Movies and TV, and various others appear sporadically, primarily in the first few weeks. Reviews for Sports and Outdoors and the Kindle Store emerge at various points but are less frequent compared to the consistent focus on books. Overall, the pattern indicates a strong emphasis on book reviews, particularly in the initial weeks, with occasional diversification into other categories later in the sequence." }, { "dim_process": 18, "seq_idx": 1319, "seq_len": 44, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 7.571428571428571, 7.857142857142857, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 9.0, 9.0, 9.0, 9.0, 9.0, 9.0, 9.0, 9.0, 9.0, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 14.428571428571429, 19.142857142857142, 19.142857142857142, 19.142857142857142, 19.142857142857142, 19.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 6.857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 5.142857142857143, 4.714285714285714, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 0, 13, 11, 0, 7, 4, 15, 1, 7, 4, 11, 14, 10, 0, 15, 15, 7, 11, 1, 14, 0, 7, 15, 4, 7, 0, 0, 2, 10, 5, 1, 4, 0, 14, 1, 11, 15, 0, 15, 7, 5, 4, 13, 9 ], "type_text": [ "Other", "Patio Lawn and Garden", "Home and Kitchen", "Other", "Grocery and Gourmet Food", "Electronics", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Grocery and Gourmet Food", "Electronics", "Home and Kitchen", "Movies and TV", "Books", "Other", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Home and Kitchen", "Tools and Home Improvement", "Movies and TV", "Other", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Electronics", "Grocery and Gourmet Food", "Other", "Other", "Pet Supplies", "Books", "Automotive", "Tools and Home Improvement", "Electronics", "Other", "Movies and TV", "Tools and Home Improvement", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Automotive", "Electronics", "Patio Lawn and Garden", "Office Products" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the initial period, all occurring within the first week. After a gap of approximately seven weeks, the user submits a cluster of reviews across multiple categories, primarily focusing on Grocery and Gourmet Food, Electronics, and Home and Kitchen. As time progresses, there is a noticeable pattern of clustering around certain categories, particularly Grocery and Gourmet Food and Clothing Shoes and Jewelry, with reviews continuing to be submitted in various categories over time. The final submissions occur after a significant time lapse, showing a resurgence in reviews for Automotive, Electronics, and other categories. Overall, there is an initial burst of activity followed by periodic clusters of reviews with varied timing." }, { "dim_process": 18, "seq_idx": 1320, "seq_len": 42, "time_since_start": [ 0.0, 0.7142857142857143, 1.5714285714285714, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.0, 3.142857142857143, 3.4285714285714284, 3.857142857142857, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.428571428571429, 6.571428571428571, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.714285714285714, 9.142857142857142, 9.285714285714286, 9.571428571428571, 9.714285714285714, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.571428571428571, 11.857142857142858, 12.428571428571429, 12.714285714285714, 13.285714285714286, 13.571428571428571, 14.285714285714286, 14.428571428571429, 15.0, 15.285714285714286, 15.428571428571429, 17.285714285714285, 18.0 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.8571428571428572, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a significant number of reviews submitted over a prolonged period. All reviews occur within the first 18 weeks, with a notable concentration of reviews occurring in the earlier weeks, particularly within the first 10 weeks. The only deviation from this pattern is a single review for the \"Kindle Store\" category, which appears around the 11-week mark. After this point, the user continues to submit reviews primarily in the \"Books\" category, maintaining a steady pace throughout the remainder of the timeline." }, { "dim_process": 18, "seq_idx": 1321, "seq_len": 52, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 1.7142857142857142, 2.4285714285714284, 2.7142857142857144, 3.0, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.0, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.714285714285714, 7.0, 7.285714285714286, 7.714285714285714, 7.857142857142857, 9.0, 9.0, 9.571428571428571, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.714285714285714, 11.0, 11.571428571428571, 11.714285714285714, 12.0, 13.0, 13.571428571428571, 14.0, 14.285714285714286, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.285714285714286, 16.571428571428573, 17.714285714285715, 18.0, 18.142857142857142, 20.142857142857142, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.0, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.0, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 2.0, 4.0 ], "type_event": [ 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which dominates the timeline, particularly in the early weeks. Reviews for the \"Kindle Store\" category appear less frequently and tend to cluster around specific intervals, primarily emerging after several reviews of books have been submitted. Over time, there is a gradual increase in the number of reviews submitted, with a notable concentration of book reviews occurring in the later weeks. The pattern indicates that the user primarily reviews books, with intermittent reviews of the Kindle Store interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 1322, "seq_len": 40, "time_since_start": [ 0.0, 0.7142857142857143, 2.0, 2.7142857142857144, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 3.857142857142857, 4.0, 4.142857142857143, 6.428571428571429, 8.571428571428571, 8.714285714285714, 9.285714285714286, 9.857142857142858, 10.857142857142858, 11.857142857142858, 12.571428571428571, 12.857142857142858, 13.0, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.571428571428571, 15.142857142857142, 15.714285714285714, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.0, 17.142857142857142, 18.142857142857142, 18.571428571428573, 20.0, 20.857142857142858, 21.857142857142858, 23.571428571428573, 24.285714285714285, 25.0 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 1.2857142857142858, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 2.2857142857142856, 2.142857142857143, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.0, 1.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 1.4285714285714286, 0.8571428571428571, 1.0, 1.7142857142857142, 0.7142857142857143, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which appears consistently throughout the timeline, with a notable cluster of reviews occurring in the early weeks. The first review is submitted at the beginning of the timeline, and the frequency of reviews remains high, particularly in the initial weeks, before tapering off slightly but continuing steadily. The \"Kindle Store\" category appears twice, both at around the 3.86 and 16.43-week marks, indicating a minor focus on that category amidst the larger trend of book reviews. Overall, the reviews show a sustained engagement with books over time, with no significant gaps in activity." }, { "dim_process": 18, "seq_idx": 1323, "seq_len": 40, "time_since_start": [ 0.0, 1.4285714285714286, 2.2857142857142856, 2.7142857142857144, 3.2857142857142856, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.714285714285714, 5.857142857142857, 6.714285714285714, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.428571428571429, 9.0, 9.142857142857142, 9.714285714285714, 10.0, 10.285714285714286, 11.142857142857142, 11.285714285714286, 11.857142857142858, 13.428571428571429, 13.714285714285714, 14.428571428571429, 14.714285714285714, 15.285714285714286, 15.571428571428571, 16.285714285714285, 16.714285714285715, 18.571428571428573, 18.714285714285715, 19.285714285714285, 20.571428571428573, 22.142857142857142, 23.0 ], "time_since_last_event": [ 0.0, 1.4285714285714286, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 1.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 1.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 1.8571428571428572, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 1.5714285714285714, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with all entries occurring within a span of approximately 23 weeks. The reviews are consistently submitted at a steady pace, particularly concentrated in the earlier weeks, with a notable number of reviews clustered around the 4 to 11-week mark. After this initial surge, the frequency of reviews begins to taper off, with fewer submissions occurring in the later weeks, indicating a gradual decline in review activity over time." }, { "dim_process": 18, "seq_idx": 1324, "seq_len": 40, "time_since_start": [ 0.0, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 2.0, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 4.0, 4.285714285714286, 4.571428571428571, 4.714285714285714, 6.571428571428571, 7.0, 7.142857142857143, 7.428571428571429, 8.0, 8.142857142857142, 8.714285714285714, 9.285714285714286, 9.571428571428571, 10.0, 10.714285714285714, 11.0, 11.571428571428571, 13.142857142857142, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.857142857142858, 16.285714285714285, 17.857142857142858, 18.428571428571427, 20.714285714285715, 22.142857142857142, 23.0 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.8571428571428572, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 1.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 1.5714285714285714, 0.5714285714285714, 2.2857142857142856, 1.4285714285714286, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which is consistently reviewed over a span of time, with a noticeable concentration of reviews occurring in the initial weeks. The reviews for the \"Kindle Store\" category appear less frequently and are interspersed within the timeline, specifically at weeks 6.57 and 8.0. Overall, the trend shows a strong emphasis on book reviews, particularly in the early and later periods, while the Kindle Store reviews are limited and occur in the middle of the sequence." }, { "dim_process": 18, "seq_idx": 1325, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 2.4285714285714284, 3.4285714285714284, 4.0, 4.571428571428571, 5.571428571428571, 6.142857142857143, 6.285714285714286, 6.571428571428571, 7.714285714285714, 8.285714285714286, 8.714285714285714, 9.142857142857142, 9.571428571428571, 10.0, 10.0, 10.0, 10.0, 11.714285714285714, 11.714285714285714, 11.714285714285714, 11.714285714285714, 11.857142857142858, 13.0, 14.0, 14.857142857142858, 17.142857142857142, 17.714285714285715, 21.142857142857142, 22.428571428571427, 22.428571428571427, 22.428571428571427, 23.285714285714285, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.0, 0.5714285714285714, 0.5714285714285714, 1.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.0, 0.0, 0.0, 1.7142857142857142, 0.0, 0.0, 0.0, 0.14285714285714285, 1.1428571428571428, 1.0, 0.8571428571428571, 2.2857142857142856, 0.5714285714285714, 3.4285714285714284, 1.2857142857142858, 0.0, 0.0, 0.8571428571428571, 1.0 ], "type_event": [ 8, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 15, 10, 0, 12, 11, 15, 7, 10, 10, 10, 10, 10, 10, 13, 15, 12, 10, 11, 11 ], "type_text": [ "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Other", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Home and Kitchen", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a focus on Toys and Games, followed by a predominant emphasis on Books, which are reviewed consistently over the first several weeks. After a significant period dedicated to Books, the user diversifies their reviews to include categories such as Home and Kitchen, Clothing Shoes and Jewelry, Sports and Outdoors, and Grocery and Gourmet Food around the 10-week mark. There is a noticeable clustering of reviews in the Books category, particularly in the earlier weeks, while reviews for other categories emerge later, particularly around the 11-week mark and beyond. The sequence concludes with additional reviews in Home and Kitchen and other categories, indicating a gradual shift in focus over time." }, { "dim_process": 18, "seq_idx": 1326, "seq_len": 64, "time_since_start": [ 0.0, 0.8571428571428571, 1.1428571428571428, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 4.0, 4.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.857142857142857, 7.285714285714286, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.571428571428571, 8.857142857142858, 9.428571428571429, 9.714285714285714, 9.857142857142858, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.0, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.142857142857142, 14.428571428571429, 14.428571428571429, 14.571428571428571, 15.0, 15.142857142857142, 15.428571428571429, 15.857142857142858, 17.0, 17.428571428571427, 17.857142857142858, 18.285714285714285, 19.285714285714285, 20.142857142857142, 20.571428571428573, 21.428571428571427, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.2857142857142857, 1.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.0, 0.8571428571428571, 0.42857142857142855, 0.8571428571428571, 1.8571428571428572 ], "type_event": [ 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline, particularly clustering between the 0 to 15-week mark. The \"Kindle Store\" reviews appear less frequently and are primarily interspersed among the \"Books\" reviews, with notable occurrences at the beginning, around the 3-week mark, and later around the 14-week mark. Overall, the trend indicates that the user primarily reviews books, with Kindle Store reviews occurring at intervals rather than in clusters." }, { "dim_process": 18, "seq_idx": 1327, "seq_len": 40, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 3.0, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.0, 4.142857142857143, 4.857142857142857, 6.0, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 9.0, 9.142857142857142, 10.0, 11.0, 11.142857142857142, 12.0, 13.285714285714286, 13.714285714285714, 15.0, 15.285714285714286, 15.428571428571429, 16.0, 16.142857142857142, 18.571428571428573, 19.285714285714285, 23.0, 23.571428571428573, 23.857142857142858, 25.428571428571427, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 1.0, 0.14285714285714285, 0.8571428571428571, 1.2857142857142858, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 2.4285714285714284, 0.7142857142857143, 3.7142857142857144, 0.5714285714285714, 0.2857142857142857, 1.5714285714285714, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions occurring over time. The reviews begin at week zero and continue steadily, with a noticeable clustering of reviews in the first few weeks, particularly within the first month. As time progresses, the frequency of reviews appears to taper slightly, with some longer gaps between submissions in later weeks. The only instance of a review for the Kindle Store occurs towards the end of the sequence, indicating a shift in focus after a prolonged period of reviewing books. Overall, the trend shows a strong emphasis on book reviews throughout the entire timeline." }, { "dim_process": 18, "seq_idx": 1328, "seq_len": 45, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 1.2857142857142858, 1.5714285714285714, 2.0, 2.5714285714285716, 2.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 9.571428571428571, 11.857142857142858, 11.857142857142858, 12.142857142857142, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.428571428571429, 15.0, 15.142857142857142, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.714285714285715, 17.857142857142858, 20.285714285714285, 20.571428571428573, 21.142857142857142, 21.571428571428573, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 3.2857142857142856, 2.2857142857142856, 0.0, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 2.4285714285714284, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857 ], "type_event": [ 16, 10, 16, 10, 10, 16, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16, 10, 16, 16, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a mix of reviews for both the Kindle Store and Books, with initial entries occurring within the first two weeks. As time progresses, there is a noticeable increase in the frequency of reviews, particularly for Books, which dominate the mid to later stages of the timeline. The reviews for the Kindle Store become more clustered towards the latter part of the sequence, especially after the 15-week mark, indicating a shift in focus. Overall, the trend shows an initial balance between the two categories, followed by a stronger emphasis on Books, with a resurgence of Kindle Store reviews in the final weeks." }, { "dim_process": 18, "seq_idx": 1329, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 2.142857142857143, 3.5714285714285716, 3.857142857142857, 4.285714285714286, 4.857142857142857, 5.0, 5.571428571428571, 6.428571428571429, 6.428571428571429, 6.714285714285714, 6.857142857142857, 8.0, 8.714285714285714, 9.714285714285714, 9.857142857142858, 11.142857142857142, 12.571428571428571, 13.0, 13.714285714285714, 13.857142857142858, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.0, 16.0, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.714285714285715, 18.571428571428573, 19.142857142857142, 20.285714285714285, 20.285714285714285, 20.857142857142858, 21.142857142857142, 21.428571428571427, 21.714285714285715, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 1.4285714285714286, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.0, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 1.0, 0.14285714285714285, 1.2857142857142858, 1.4285714285714286, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 1.1428571428571428, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which is consistently reviewed throughout the timeline, especially in the initial weeks. The reviews for \"Kindle Store\" appear less frequently and are interspersed among the book reviews, with a noticeable increase in their occurrence around the 16-week mark and again towards the end of the sequence. Overall, the reviews cluster heavily in the earlier weeks, with a gradual tapering off in frequency as time progresses, while the \"Kindle Store\" reviews tend to emerge later in the timeline." }, { "dim_process": 18, "seq_idx": 1330, "seq_len": 72, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.0, 1.4285714285714286, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 3.0, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.571428571428571, 5.0, 5.142857142857143, 5.571428571428571, 6.0, 6.285714285714286, 6.428571428571429, 7.0, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.428571428571429, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 14.0, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.714285714285714, 14.714285714285714, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 15.571428571428571, 16.0, 16.428571428571427, 16.571428571428573, 17.0, 17.285714285714285, 17.428571428571427, 18.428571428571427, 20.428571428571427, 21.428571428571427, 22.571428571428573, 23.428571428571427, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.0, 2.0, 1.0, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions occurring at regular intervals over time. The reviews cluster primarily in the earlier weeks, particularly within the first 18 weeks, before a noticeable decrease in frequency as time progresses. A single review for the Kindle Store appears at week 14, amidst the ongoing trend of book reviews. Overall, the user demonstrates a sustained engagement with books, with a gradual tapering off of review submissions as the weeks advance." }, { "dim_process": 18, "seq_idx": 1331, "seq_len": 40, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 2.2857142857142856, 2.7142857142857144, 4.142857142857143, 4.428571428571429, 5.0, 5.0, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.0, 9.285714285714286, 9.428571428571429, 11.571428571428571, 12.571428571428571, 13.0, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.0, 14.428571428571429, 17.571428571428573, 17.857142857142858, 18.285714285714285, 18.428571428571427, 19.285714285714285, 20.285714285714285, 21.428571428571427, 22.285714285714285, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 1.4285714285714286, 0.2857142857142857, 0.5714285714285714, 0.0, 1.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 2.142857142857143, 1.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 3.142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 1.0, 1.1428571428571428, 0.8571428571428571, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The reviews for \"Kindle Store\" appear infrequently, primarily clustered around the early weeks and again after a longer interval. There is a noticeable trend of increased activity in the \"Books\" category, particularly evident in the later weeks, with several reviews submitted in quick succession. Overall, the majority of reviews are concentrated in the \"Books\" category, with \"Kindle Store\" reviews occurring at specific intervals." }, { "dim_process": 18, "seq_idx": 1332, "seq_len": 43, "time_since_start": [ 0.0, 1.0, 1.4285714285714286, 1.8571428571428572, 2.5714285714285716, 3.0, 3.5714285714285716, 3.857142857142857, 4.714285714285714, 4.857142857142857, 5.571428571428571, 5.857142857142857, 6.714285714285714, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.142857142857142, 9.0, 9.857142857142858, 10.571428571428571, 12.0, 12.142857142857142, 12.857142857142858, 13.0, 13.714285714285714, 13.857142857142858, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.857142857142858, 16.285714285714285, 17.0, 17.571428571428573, 18.0, 18.142857142857142, 19.0, 20.142857142857142, 21.0, 23.0, 23.428571428571427, 24.285714285714285 ], "time_since_last_event": [ 0.0, 1.0, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.7142857142857143, 1.4285714285714286, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 0.8571428571428571, 2.0, 0.42857142857142855, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on the \"Books\" category. The reviews are clustered closely together in the early weeks, with a notable peak in frequency occurring between weeks 1 and 10. After this initial surge, the reviews continue at a relatively steady pace, with a slight increase in frequency observed in the later weeks, particularly from week 18 onwards. Overall, the reviews are predominantly concentrated within the first 24 weeks, indicating a sustained interest in books throughout this period." }, { "dim_process": 18, "seq_idx": 1333, "seq_len": 54, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 2.4285714285714284, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.285714285714286, 6.571428571428571, 7.0, 7.285714285714286, 7.714285714285714, 8.571428571428571, 8.714285714285714, 10.0, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.571428571428571, 13.142857142857142, 13.857142857142858, 15.142857142857142, 15.857142857142858, 16.142857142857142, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.714285714285715, 18.142857142857142, 18.571428571428573, 19.571428571428573, 19.571428571428573, 21.571428571428573, 22.571428571428573, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 1.2857142857142858, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 1.0, 0.0, 2.0, 1.0, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 16, 16, 16, 12, 16, 10, 10, 10, 10, 10, 10, 10, 10, 15, 11, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 15, 12, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Sports and Outdoors", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, particularly in the early weeks, where reviews are clustered closely together. The \"Kindle Store\" reviews begin to appear after the initial weeks and continue to be submitted throughout the sequence, indicating a gradual increase in this category's presence. Other categories, such as \"Clothing Shoes and Jewelry\" and \"Sports and Outdoors,\" are reviewed less frequently and appear later in the timeline. Overall, the reviews trend towards a consistent engagement with \"Books,\" while \"Kindle Store\" reviews emerge periodically, suggesting a pattern of sustained interest in reading materials over time." }, { "dim_process": 18, "seq_idx": 1334, "seq_len": 41, "time_since_start": [ 0.0, 0.5714285714285714, 1.4285714285714286, 1.7142857142857142, 2.857142857142857, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.714285714285714, 5.285714285714286, 5.714285714285714, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.571428571428571, 8.0, 8.142857142857142, 8.571428571428571, 9.142857142857142, 10.142857142857142, 10.428571428571429, 10.857142857142858, 11.0, 12.714285714285714, 13.0, 13.142857142857142, 13.571428571428571, 13.714285714285714, 14.142857142857142, 14.428571428571429, 14.714285714285714, 15.142857142857142, 17.0, 17.285714285714285, 17.857142857142858, 18.285714285714285, 22.428571428571427, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.7142857142857142, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.8571428571428572, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 4.142857142857143, 2.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user shows a consistent focus on the \"Books\" category throughout the entire timeline. Reviews are submitted at regular intervals, particularly clustered within the first 18 weeks, where the majority of reviews occur. After this initial period, there is a noticeable gap before additional reviews are submitted, indicating a decrease in frequency. The trend suggests sustained engagement with books early on, followed by a significant pause before a few reviews are submitted later in the sequence." }, { "dim_process": 18, "seq_idx": 1335, "seq_len": 66, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.857142857142857, 3.0, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.571428571428571, 7.0, 7.142857142857143, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.571428571428571, 10.0, 10.428571428571429, 10.714285714285714, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.0, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.571428571428571, 13.714285714285714, 14.285714285714286, 14.714285714285714, 14.857142857142858, 15.571428571428571, 15.857142857142858, 16.571428571428573, 17.0, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.571428571428573 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted over time. Initially, reviews are concentrated in the \"Books\" category for the first several weeks, with a few entries for the \"Kindle Store\" appearing around the 2.43-week mark. After this point, the user continues to submit a high volume of reviews primarily in the \"Books\" category, with intermittent reviews for the \"Kindle Store\" occurring later in the sequence. Overall, the reviews are heavily clustered in the \"Books\" category throughout the timeline, with only sporadic mentions of the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 1336, "seq_len": 66, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.4285714285714284, 3.5714285714285716, 4.0, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.142857142857143, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.428571428571429, 7.0, 7.285714285714286, 8.0, 8.285714285714286, 8.857142857142858, 9.0, 9.142857142857142, 9.857142857142858, 9.857142857142858, 10.0, 10.142857142857142, 10.142857142857142, 10.428571428571429, 10.571428571428571, 11.0, 11.285714285714286, 12.0, 12.285714285714286, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 14.0, 15.0, 15.285714285714286, 15.857142857142858, 16.0, 16.285714285714285, 17.0, 17.142857142857142, 17.571428571428573, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 18.714285714285715, 19.0, 21.0, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 2.0, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a significant majority of reviews submitted in this category throughout the entire timeline. Reviews for the \"Kindle Store\" category appear intermittently, primarily clustered around the 1.43-week, 5.71-week, 6.43-week, 8.29-week, 9.86-week, 10.14-week, and 13.43-week marks. Overall, the pattern indicates a strong and sustained engagement with books, with Kindle Store reviews occurring at specific intervals rather than uniformly. The reviews are predominantly concentrated in the earlier weeks, with a gradual tapering off in frequency as time progresses." }, { "dim_process": 18, "seq_idx": 1337, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.7142857142857144, 4.142857142857143, 4.714285714285714, 5.428571428571429, 5.714285714285714, 6.285714285714286, 6.428571428571429, 7.714285714285714, 8.0, 8.142857142857142, 8.857142857142858, 9.0, 9.714285714285714, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.142857142857142, 12.428571428571429, 14.285714285714286, 15.428571428571429, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 17.714285714285715, 18.0, 18.142857142857142, 18.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.8571428571428572, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted in the early weeks and continuing steadily over time. The reviews for \"Books\" are clustered primarily in the first 18 weeks, with a notable shift occurring around week 11 when a review for the \"Kindle Store\" is submitted. Following this, there is a small increase in reviews for the \"Kindle Store\" in the latter part of the sequence, indicating a gradual diversification in review categories while still maintaining a strong emphasis on \"Books.\" Overall, the trend reflects a sustained engagement with book-related content before a slight transition to digital formats." }, { "dim_process": 18, "seq_idx": 1338, "seq_len": 59, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 2.0, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.0, 3.4285714285714284, 3.857142857142857, 4.0, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.285714285714286, 6.0, 6.142857142857143, 6.285714285714286, 6.714285714285714, 7.428571428571429, 7.857142857142857, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.285714285714286, 9.571428571428571, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.142857142857142, 11.142857142857142, 12.0, 12.142857142857142, 12.571428571428571, 13.428571428571429, 13.571428571428571, 14.285714285714286, 14.571428571428571, 15.0, 15.857142857142858, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.428571428571427, 17.857142857142858, 18.142857142857142, 18.285714285714285, 18.857142857142858, 21.0, 21.428571428571427, 22.142857142857142, 24.142857142857142, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 2.142857142857143, 0.42857142857142855, 0.7142857142857143, 2.0, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 12, 16, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant concentration of reviews occurring in the early weeks. Reviews for \"Books\" are consistently submitted throughout the timeline, with notable clusters between the 0 to 18-week mark. The \"Kindle Store\" category begins to appear around the 5-week mark and continues intermittently, particularly increasing in frequency after the 17-week point. Overall, the pattern indicates a sustained interest in \"Books,\" with \"Kindle Store\" reviews appearing more sporadically but becoming more frequent in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 1339, "seq_len": 112, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.0, 1.0, 1.5714285714285714, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 4.0, 4.0, 4.142857142857143, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.285714285714286, 5.428571428571429, 5.428571428571429, 5.714285714285714, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.428571428571429, 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0.7142857142857143, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143 ], "type_event": [ 14, 14, 14, 7, 1, 15, 14, 0, 14, 15, 7, 14, 0, 14, 14, 14, 14, 14, 14, 0, 14, 14, 14, 11, 0, 14, 14, 7, 14, 14, 14, 14, 14, 14, 0, 7, 15, 14, 14, 14, 14, 15, 0, 7, 14, 14, 14, 14, 14, 14, 14, 7, 15, 14, 14, 14, 7, 14, 14, 14, 14, 14, 14, 14, 7, 0, 15, 14, 14, 14, 14, 14, 0, 7, 0, 14, 14, 3, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 7, 15, 14, 14, 14, 14, 14, 14, 14, 15, 14, 14, 7, 0, 15, 14, 14, 14, 14, 14, 14 ], "type_text": [ "Movies and TV", "Movies and TV", "Movies and TV", "Grocery and Gourmet Food", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Movies and TV", "Other", "Movies and TV", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Movies and TV", "Other", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Other", "Movies and TV", "Movies and TV", "Movies and TV", "Home and Kitchen", "Other", "Movies and TV", "Movies and TV", "Grocery and Gourmet Food", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Other", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Clothing Shoes and Jewelry", "Other", "Grocery and Gourmet Food", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Movies and TV", "Grocery and Gourmet Food", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Grocery and Gourmet Food", "Other", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Other", "Grocery and Gourmet Food", "Other", "Movies and TV", "Movies and TV", "Arts Crafts and Sewing", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Grocery and Gourmet Food", "Other", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Movies and TV\" category, which consistently appears throughout the timeline, often in clusters. Initial reviews predominantly feature \"Movies and TV,\" with a few entries from other categories emerging at the 0.43 mark. As time progresses, the frequency of \"Movies and TV\" reviews increases, peaking in the later weeks, while other categories like \"Grocery and Gourmet Food,\" \"Clothing Shoes and Jewelry,\" and \"Other\" appear more sporadically, often clustered around specific intervals. Overall, the trend indicates a sustained interest in \"Movies and TV,\" with other categories being secondary and less frequent." }, { "dim_process": 18, "seq_idx": 1340, "seq_len": 58, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 2.0, 2.0, 2.142857142857143, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 4.0, 5.142857142857143, 5.285714285714286, 6.285714285714286, 6.857142857142857, 7.0, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.0, 8.857142857142858, 9.142857142857142, 10.0, 10.285714285714286, 10.571428571428571, 10.571428571428571, 10.714285714285714, 11.0, 12.285714285714286, 12.285714285714286, 12.285714285714286, 12.571428571428571, 12.571428571428571, 12.857142857142858, 13.285714285714286, 14.285714285714286, 14.714285714285714, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.714285714285714, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.0, 17.428571428571427, 17.857142857142858, 19.0, 21.0, 21.571428571428573, 21.571428571428573, 21.857142857142858, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.0, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 1.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.0, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 1.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 2.0, 0.5714285714285714, 0.0, 0.2857142857142857, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 8, 15, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Toys and Games", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which appears consistently throughout the timeline, particularly in the early weeks and continuing with high frequency. There are a few instances of reviews in other categories, such as \"Clothing Shoes and Jewelry,\" \"Toys and Games,\" and \"Grocery and Gourmet Food,\" which cluster around the 12-week mark. The \"Kindle Store\" category emerges later in the sequence, with multiple reviews occurring after the 7-week point, indicating a trend towards digital products as time progresses. Overall, the reviews show a strong initial focus on books, with a gradual introduction of other categories over time." }, { "dim_process": 18, "seq_idx": 1341, "seq_len": 50, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.8571428571428572, 2.2857142857142856, 2.5714285714285716, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.714285714285714, 5.571428571428571, 6.0, 6.142857142857143, 6.857142857142857, 7.285714285714286, 8.142857142857142, 8.571428571428571, 9.714285714285714, 10.285714285714286, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.428571428571429, 11.857142857142858, 13.0, 13.714285714285714, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.285714285714286, 16.142857142857142, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.0, 17.285714285714285, 17.428571428571427, 18.571428571428573, 18.857142857142858, 20.571428571428573, 20.714285714285715, 21.857142857142858, 22.857142857142858, 24.285714285714285, 24.714285714285715, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 1.1428571428571428, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.1428571428571428, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 1.1428571428571428, 1.0, 1.4285714285714286, 0.42857142857142855, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with nearly all reviews falling within this category. The reviews are predominantly clustered in the early weeks, with a gradual increase in frequency over time, particularly noticeable in the first 10 weeks. A slight shift occurs around the 16-week mark, where a review for the \"Kindle Store\" is submitted, but the trend quickly returns to books. Overall, the reviews demonstrate a sustained engagement with books throughout the timeline, with no significant variation in category until the later weeks." }, { "dim_process": 18, "seq_idx": 1342, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.0, 1.7142857142857142, 2.0, 2.142857142857143, 2.7142857142857144, 3.0, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.857142857142857, 5.142857142857143, 5.714285714285714, 6.0, 6.714285714285714, 7.0, 7.714285714285714, 8.142857142857142, 8.714285714285714, 9.0, 9.142857142857142, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 11.714285714285714, 12.0, 12.0, 12.142857142857142, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.142857142857142, 14.714285714285714, 17.0, 17.142857142857142, 17.714285714285715, 18.142857142857142, 18.428571428571427, 20.0, 22.142857142857142, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.0, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 2.2857142857142856, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 2.142857142857143, 2.7142857142857144 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions over time. Most reviews are clustered within the first 18 weeks, with a notable increase in frequency during the initial weeks. After week 18, there is a significant drop in review activity, with only a few reviews submitted in the following weeks. Additionally, there is a brief introduction of a review for the Kindle Store at week 12, but it is quickly followed by more book reviews. Overall, the trend shows a strong focus on books throughout the entire sequence, with minimal variation in review categories." }, { "dim_process": 18, "seq_idx": 1343, "seq_len": 46, "time_since_start": [ 0.0, 0.42857142857142855, 1.8571428571428572, 2.0, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.0, 3.857142857142857, 5.714285714285714, 6.571428571428571, 6.857142857142857, 7.0, 8.142857142857142, 8.142857142857142, 8.142857142857142, 9.571428571428571, 9.714285714285714, 9.714285714285714, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.857142857142858, 13.428571428571429, 13.571428571428571, 14.714285714285714, 14.857142857142858, 15.428571428571429, 15.571428571428571, 16.428571428571427, 16.428571428571427, 16.571428571428573, 16.571428571428573, 17.0, 18.0, 18.0, 18.0, 18.142857142857142, 18.285714285714285, 18.571428571428573, 20.714285714285715, 21.285714285714285, 21.285714285714285, 21.285714285714285, 21.285714285714285, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.8571428571428572, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.0, 0.0, 1.4285714285714286, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 1.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 1.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 2.142857142857143, 0.5714285714285714, 0.0, 0.0, 0.0, 1.4285714285714286 ], "type_event": [ 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 10, 9, 14, 14, 10, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 1, 10, 14, 11, 14, 14, 11, 10, 14, 14, 14, 14, 13, 11, 0, 15, 14 ], "type_text": [ "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Office Products", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Tools and Home Improvement", "Books", "Movies and TV", "Home and Kitchen", "Movies and TV", "Movies and TV", "Home and Kitchen", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Patio Lawn and Garden", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry", "Movies and TV" ], "description": "The sequence of product reviews begins with a strong focus on the \"Movies and TV\" category, with multiple reviews submitted in quick succession during the first few weeks. After a period of consistent reviews in this category, there is a notable shift around week 8, where reviews for \"Books\" and \"Office Products\" emerge alongside continued reviews for \"Movies and TV.\" The reviews for \"Movies and TV\" remain predominant throughout the sequence, with occasional entries in other categories such as \"Tools and Home Improvement,\" \"Home and Kitchen,\" and \"Clothing Shoes and Jewelry\" appearing later in the timeline. Overall, the trend shows a sustained interest in \"Movies and TV,\" with diversification into other categories occurring primarily after the initial weeks." }, { "dim_process": 18, "seq_idx": 1344, "seq_len": 55, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.0, 1.1428571428571428, 1.1428571428571428, 1.4285714285714286, 2.0, 2.0, 2.0, 2.0, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.7142857142857144, 4.285714285714286, 4.857142857142857, 4.857142857142857, 5.428571428571429, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 7.571428571428571, 8.142857142857142, 9.0, 9.0, 9.0, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.285714285714286, 11.0, 12.142857142857142, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.714285714285714 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.8571428571428571, 0.0, 0.0, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.0, 0.5714285714285714, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 1.4285714285714286, 0.5714285714285714, 0.8571428571428571, 0.0, 0.0, 1.2857142857142858, 0.0, 0.0, 0.0, 0.7142857142857143, 1.1428571428571428, 3.2857142857142856, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857 ], "type_event": [ 16, 15, 11, 1, 6, 10, 7, 8, 16, 10, 10, 10, 10, 10, 10, 0, 10, 10, 4, 11, 8, 10, 10, 8, 8, 16, 10, 11, 10, 10, 1, 10, 3, 1, 10, 0, 7, 10, 11, 15, 1, 0, 1, 11, 10, 0, 6, 11, 11, 12, 13, 15, 10, 8, 11 ], "type_text": [ "Kindle Store", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Industrial and Scientific", "Books", "Grocery and Gourmet Food", "Toys and Games", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Electronics", "Home and Kitchen", "Toys and Games", "Books", "Books", "Toys and Games", "Toys and Games", "Kindle Store", "Books", "Home and Kitchen", "Books", "Books", "Tools and Home Improvement", "Books", "Arts Crafts and Sewing", "Tools and Home Improvement", "Books", "Other", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Other", "Tools and Home Improvement", "Home and Kitchen", "Books", "Other", "Industrial and Scientific", "Home and Kitchen", "Home and Kitchen", "Sports and Outdoors", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted at the same initial timestamp, primarily focused on various retail sectors. Over time, there is a noticeable concentration of reviews in the \"Books\" category, particularly in the first few weeks, indicating a trend of consistent engagement with this category early in the timeline. As the sequence progresses, there are clusters of reviews for \"Home and Kitchen\" and \"Tools and Home Improvement,\" which appear more frequently in later weeks. Additionally, other categories like \"Toys and Games\" and \"Clothing Shoes and Jewelry\" emerge intermittently, suggesting a varied interest that develops over the entire review period." }, { "dim_process": 18, "seq_idx": 1345, "seq_len": 55, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 1.2857142857142858, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 3.4285714285714284, 4.571428571428571, 4.714285714285714, 5.285714285714286, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.428571428571429, 6.428571428571429, 6.714285714285714, 7.285714285714286, 7.714285714285714, 7.714285714285714, 8.571428571428571, 8.571428571428571, 8.714285714285714, 9.428571428571429, 9.857142857142858, 9.857142857142858, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.714285714285714, 11.0, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.428571428571429, 12.714285714285714, 13.285714285714286, 13.428571428571429, 13.714285714285714, 13.857142857142858, 15.142857142857142, 15.571428571428571, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.714285714285715, 16.714285714285715, 16.857142857142858, 18.571428571428573, 19.857142857142858, 20.571428571428573, 20.857142857142858, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.0, 0.8571428571428571, 0.0, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 1.7142857142857142, 1.2857142857142858, 0.7142857142857143, 0.2857142857142857, 3.857142857142857 ], "type_event": [ 10, 10, 9, 15, 1, 10, 12, 10, 10, 10, 10, 11, 11, 10, 1, 10, 10, 1, 1, 14, 2, 10, 10, 8, 10, 2, 10, 3, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 1, 10, 10, 0, 10, 10, 7, 8, 10, 10, 2 ], "type_text": [ "Books", "Books", "Office Products", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Home and Kitchen", "Home and Kitchen", "Books", "Tools and Home Improvement", "Books", "Books", "Tools and Home Improvement", "Tools and Home Improvement", "Movies and TV", "Pet Supplies", "Books", "Books", "Toys and Games", "Books", "Pet Supplies", "Books", "Arts Crafts and Sewing", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Other", "Books", "Books", "Grocery and Gourmet Food", "Toys and Games", "Books", "Books", "Pet Supplies" ], "description": "The sequence of product reviews shows a clear initial focus on Books, with multiple reviews submitted in the first few weeks. As time progresses, other categories such as Tools and Home Improvement, Clothing Shoes and Jewelry, and Pet Supplies emerge, but Books remain the predominant category throughout the timeline. There are noticeable clusters of reviews in the Books category, particularly between weeks 0 and 16, with a resurgence of reviews in the later weeks. Other categories tend to appear sporadically, often following the initial wave of Book reviews." }, { "dim_process": 18, "seq_idx": 1346, "seq_len": 43, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 3.7142857142857144, 4.0, 7.0, 7.0, 7.0, 7.0, 7.0, 15.571428571428571, 18.428571428571427, 18.428571428571427, 18.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 2.142857142857143, 0.2857142857142857, 3.0, 0.0, 0.0, 0.0, 0.0, 8.571428571428571, 2.857142857142857, 0.0, 0.42857142857142855 ], "type_event": [ 1, 15, 13, 17, 4, 9, 8, 5, 15, 13, 12, 10, 8, 9, 17, 5, 1, 8, 4, 1, 15, 14, 9, 13, 12, 11, 1, 13, 11, 9, 4, 8, 4, 4, 11, 4, 10, 3, 0, 15, 5, 6, 9 ], "type_text": [ "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Cell Phones and Accessories", "Electronics", "Office Products", "Toys and Games", "Automotive", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Sports and Outdoors", "Books", "Toys and Games", "Office Products", "Cell Phones and Accessories", "Automotive", "Tools and Home Improvement", "Toys and Games", "Electronics", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Movies and TV", "Office Products", "Patio Lawn and Garden", "Sports and Outdoors", "Home and Kitchen", "Tools and Home Improvement", "Patio Lawn and Garden", "Home and Kitchen", "Office Products", "Electronics", "Toys and Games", "Electronics", "Electronics", "Home and Kitchen", "Electronics", "Books", "Arts Crafts and Sewing", "Other", "Clothing Shoes and Jewelry", "Automotive", "Industrial and Scientific", "Office Products" ], "description": "The sequence of product reviews begins with a variety of categories submitted simultaneously at the start, indicating an initial exploration of diverse interests. As time progresses, there is a noticeable clustering of reviews around specific categories at the 0.14-week mark, followed by a broad range of reviews at the 1.0-week mark. After a period of relative stability, reviews for certain categories, particularly Electronics and Tools and Home Improvement, re-emerge prominently around the 1.57-week mark. The sequence then shows a shift towards Home and Kitchen products and a resurgence of Electronics reviews at the 7.0-week mark. Finally, there is a significant gap before reviews for Clothing Shoes and Jewelry, Automotive, and other categories appear again at later timestamps, indicating a return to earlier interests after an extended period." }, { "dim_process": 18, "seq_idx": 1347, "seq_len": 48, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 2.0, 2.2857142857142856, 2.4285714285714284, 3.0, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.285714285714286, 4.857142857142857, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.0, 6.142857142857143, 6.857142857142857, 7.0, 7.714285714285714, 8.0, 8.142857142857142, 8.428571428571429, 9.0, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.142857142857142, 11.142857142857142, 11.857142857142858, 12.571428571428571, 12.857142857142858, 13.285714285714286, 13.714285714285714, 14.142857142857142, 14.714285714285714, 15.571428571428571, 16.0, 16.571428571428573, 17.428571428571427, 21.285714285714285, 21.571428571428573, 22.0, 23.0, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.0, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 3.857142857142857, 0.2857142857142857, 0.42857142857142855, 1.0, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with all reviews submitted over a span of time. The reviews are consistently submitted at relatively short intervals in the early weeks, with a noticeable clustering of reviews occurring from the beginning up to around week 17. After this period, the frequency of reviews decreases, with longer gaps between submissions observed towards the end of the sequence. Overall, the trend indicates a high volume of reviews in the initial weeks, followed by a gradual decline in activity." }, { "dim_process": 18, "seq_idx": 1348, "seq_len": 42, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.2857142857142858, 2.0, 3.0, 4.0, 4.285714285714286, 5.0, 5.285714285714286, 6.0, 6.285714285714286, 7.0, 7.285714285714286, 8.0, 9.0, 9.285714285714286, 10.0, 11.0, 11.285714285714286, 12.0, 12.285714285714286, 12.714285714285714, 13.0, 13.285714285714286, 14.0, 14.285714285714286, 15.0, 16.0, 17.0, 17.142857142857142, 17.285714285714285, 18.0, 19.0, 20.0, 21.0, 22.0, 23.0, 23.285714285714285, 24.0, 25.0, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 1.0, 1.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 1.0, 0.2857142857142857, 0.7142857142857143, 1.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 1.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 1.0, 1.0, 1.0, 1.0, 0.2857142857142857, 0.7142857142857143, 1.0, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of reviews focused solely on books, with no variation in category throughout the timeline. Reviews are submitted at regular intervals, particularly clustered within the first 24 weeks. The frequency of reviews appears to be higher in the earlier weeks, with a gradual decline in the rate of submissions as time progresses. The user maintains a steady engagement with the book category over the entire period, with no introduction of other product types." }, { "dim_process": 18, "seq_idx": 1349, "seq_len": 41, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.5714285714285714, 2.0, 2.142857142857143, 2.857142857142857, 3.0, 4.0, 5.0, 5.142857142857143, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.571428571428571, 8.0, 8.285714285714286, 9.0, 9.142857142857142, 10.0, 10.857142857142858, 12.0, 12.857142857142858, 13.285714285714286, 14.0, 15.142857142857142, 15.285714285714286, 16.0, 17.0, 17.142857142857142, 17.428571428571427, 17.857142857142858, 18.0, 19.0, 21.0, 21.571428571428573, 22.0, 23.0, 23.285714285714285, 24.0, 25.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.0, 1.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 1.1428571428571428, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 1.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.0, 2.0, 0.5714285714285714, 0.42857142857142855, 1.0, 0.2857142857142857, 0.7142857142857143, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions, with all reviews categorized under \"Books.\" The reviews are submitted at regular intervals, primarily concentrated in the early weeks, with a gradual increase in frequency as time progresses. There are clusters of reviews occurring in the initial weeks, followed by a more spaced-out pattern in the later weeks, indicating sustained engagement over time. Overall, the trend demonstrates a steady commitment to reviewing books throughout the entire period." }, { "dim_process": 18, "seq_idx": 1350, "seq_len": 44, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.5714285714285714, 2.2857142857142856, 2.5714285714285716, 4.714285714285714, 4.857142857142857, 6.142857142857143, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.571428571428571, 9.285714285714286, 10.0, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.428571428571429, 11.714285714285714, 12.285714285714286, 12.571428571428571, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.0, 14.0, 14.142857142857142, 14.428571428571429, 14.571428571428571, 15.857142857142858, 16.142857142857142, 16.428571428571427, 17.571428571428573, 18.714285714285715, 23.142857142857142, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 2.142857142857143, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 1.1428571428571428, 4.428571428571429, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline. The initial reviews are concentrated within the first few weeks, with a notable cluster of \"Books\" reviews occurring between weeks 0 and 14. The \"Kindle Store\" reviews appear less frequently, primarily at weeks 1.57, 7.86, and 14.0, indicating they are interspersed among the more frequent \"Books\" reviews. Overall, the trend suggests that the user primarily engages with the \"Books\" category, with occasional reviews of the \"Kindle Store\" at specific intervals." }, { "dim_process": 18, "seq_idx": 1351, "seq_len": 52, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.428571428571429, 5.428571428571429, 5.571428571428571, 6.0, 6.571428571428571, 7.0, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.0, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.428571428571429, 14.0, 14.571428571428571, 14.714285714285714, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.0, 17.428571428571427, 18.571428571428573, 19.428571428571427, 20.571428571428573, 20.857142857142858, 21.571428571428573, 21.714285714285715, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.8571428571428571, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with no other categories represented. The reviews are submitted consistently over time, with a notable frequency in the early weeks, particularly within the first 20 weeks. There is a gradual increase in the intervals between reviews as time progresses, indicating a trend of clustering in the initial weeks followed by more spaced-out submissions later in the timeline. Overall, the pattern shows a sustained interest in books, with a majority of reviews occurring in the first half of the observed period." }, { "dim_process": 18, "seq_idx": 1352, "seq_len": 75, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.0, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.0, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.0, 3.5714285714285716, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.142857142857143, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.0, 12.142857142857142, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.714285714285714, 14.0, 17.142857142857142, 17.571428571428573, 18.142857142857142, 19.285714285714285, 20.571428571428573, 23.571428571428573, 24.142857142857142, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 3.142857142857143, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 3.0, 0.5714285714285714, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over a span of several weeks. Initially, reviews are concentrated in the early weeks, with a gradual decline in frequency as time progresses. The first appearance of reviews in the \"Kindle Store\" category occurs later in the timeline, with a few instances clustered around weeks 6, 8, 12, and then again at weeks 20 and 23. Overall, the reviews are primarily centered on \"Books,\" with \"Kindle Store\" reviews appearing intermittently throughout the sequence." }, { "dim_process": 18, "seq_idx": 1353, "seq_len": 71, "time_since_start": [ 0.0, 0.14285714285714285, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.0, 3.5714285714285716, 4.0, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.285714285714286, 5.428571428571429, 5.571428571428571, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.0, 10.285714285714286, 10.714285714285714, 11.0, 11.142857142857142, 11.285714285714286, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.142857142857142, 13.428571428571429, 13.857142857142858, 14.0, 14.142857142857142, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.714285714285714, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 18.0, 18.285714285714285, 19.285714285714285, 20.0, 20.285714285714285, 20.857142857142858, 22.428571428571427, 23.0, 23.714285714285715, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.1428571428571428, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.0, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 1.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.5714285714285714 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline. The \"Kindle Store\" reviews appear less frequently and are interspersed among the \"Books\" reviews, primarily occurring at specific intervals. Notably, there is a cluster of \"Books\" reviews in the early weeks, with a gradual increase in the frequency of reviews over time. The \"Kindle Store\" reviews tend to occur after several \"Books\" reviews, indicating a pattern where the user predominantly engages with books before occasionally reviewing Kindle Store products." }, { "dim_process": 18, "seq_idx": 1354, "seq_len": 53, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.2857142857142858, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 4.0, 4.142857142857143, 4.285714285714286, 5.0, 5.428571428571429, 6.0, 6.285714285714286, 6.857142857142857, 7.142857142857143, 7.571428571428571, 7.857142857142857, 9.0, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.0, 10.857142857142858, 11.0, 12.142857142857142, 12.571428571428571, 13.0, 13.428571428571429, 13.857142857142858, 14.0, 14.428571428571429, 15.0, 15.428571428571429, 15.714285714285714, 16.0, 17.142857142857142, 17.857142857142858, 18.0, 18.142857142857142, 19.142857142857142, 19.428571428571427, 20.285714285714285, 20.571428571428573, 21.0, 21.285714285714285, 22.142857142857142, 22.428571428571427, 23.0, 24.142857142857142, 24.428571428571427, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of reviews primarily focused on books, with a notable concentration of submissions occurring in the first 25 weeks. The reviews are predominantly clustered in the initial weeks, with a gradual decline in frequency as time progresses. A single review for the Kindle Store appears later in the sequence, specifically after a lengthy series of book reviews, indicating a potential shift in focus. Overall, the review activity is heavily weighted towards books, especially in the earlier part of the timeline." }, { "dim_process": 18, "seq_idx": 1355, "seq_len": 47, "time_since_start": [ 0.0, 0.8571428571428571, 2.0, 2.142857142857143, 2.2857142857142856, 3.2857142857142856, 3.7142857142857144, 4.428571428571429, 5.857142857142857, 6.571428571428571, 6.571428571428571, 7.285714285714286, 7.857142857142857, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.714285714285714, 9.857142857142858, 10.857142857142858, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.285714285714286, 12.714285714285714, 13.285714285714286, 13.428571428571429, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.285714285714285, 16.571428571428573, 16.714285714285715, 17.285714285714285, 17.428571428571427, 17.714285714285715, 18.285714285714285, 19.142857142857142, 20.142857142857142, 20.714285714285715, 20.857142857142858, 21.142857142857142 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.7142857142857143, 1.4285714285714286, 0.7142857142857143, 0.0, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 1.0, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews occurring at relatively short intervals throughout the timeline. The user begins with several reviews of books in the initial weeks, followed by a few reviews in the \"Kindle Store\" category interspersed throughout. There is a noticeable cluster of reviews around the 2 to 18-week mark, primarily concentrated on books, with only occasional entries for the Kindle Store. The frequency of reviews appears to taper off slightly after the 20-week mark, with a return to more book reviews following the Kindle Store entries." }, { "dim_process": 18, "seq_idx": 1356, "seq_len": 77, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 4.0, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.142857142857143, 6.571428571428571, 7.0, 7.142857142857143, 7.428571428571429, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.0, 10.285714285714286, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.0, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.0, 12.428571428571429, 12.571428571428571, 13.0, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.857142857142858, 16.857142857142858, 17.0, 17.285714285714285, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.0, 18.142857142857142, 18.428571428571427, 19.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 7, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which is consistently reviewed throughout the timeline, particularly in the initial weeks. The \"Kindle Store\" reviews appear sporadically, with clusters occurring around the 1.14, 4.71, and 7.43-week marks, indicating a slight increase in reviews for this category after several weeks of primarily reviewing books. A single review for \"Grocery and Gourmet Food\" occurs at the 10.57-week mark, suggesting a brief diversification in the review topics. Overall, the trend indicates a strong and sustained interest in books, with intermittent reviews for the Kindle Store and a rare mention of grocery items." }, { "dim_process": 18, "seq_idx": 1357, "seq_len": 52, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 1.7142857142857142, 2.2857142857142856, 3.4285714285714284, 3.4285714285714284, 3.7142857142857144, 3.7142857142857144, 4.285714285714286, 4.285714285714286, 4.714285714285714, 4.714285714285714, 4.714285714285714, 5.428571428571429, 5.714285714285714, 6.142857142857143, 7.714285714285714, 9.142857142857142, 10.0, 10.285714285714286, 11.0, 12.0, 12.0, 12.285714285714286, 13.142857142857142, 13.142857142857142, 13.285714285714286, 13.285714285714286, 13.714285714285714, 13.714285714285714, 13.714285714285714, 14.714285714285714, 15.285714285714286, 16.714285714285715, 17.0, 17.0, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.857142857142858, 19.142857142857142, 19.857142857142858, 20.0, 21.0, 21.0, 21.0, 22.142857142857142, 23.857142857142858, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.0, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 0.42857142857142855, 0.0, 0.0, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 1.5714285714285714, 1.4285714285714286, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 1.0, 0.0, 0.2857142857142857, 0.8571428571428571, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.0, 1.0, 0.5714285714285714, 1.4285714285714286, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.7142857142857143, 0.14285714285714285, 1.0, 0.0, 0.0, 1.1428571428571428, 1.7142857142857142, 0.7142857142857143 ], "type_event": [ 10, 10, 7, 10, 11, 1, 10, 10, 17, 8, 11, 10, 5, 3, 10, 15, 10, 10, 11, 15, 2, 11, 10, 12, 10, 12, 10, 11, 7, 15, 10, 15, 9, 10, 10, 15, 9, 15, 4, 10, 11, 10, 10, 11, 11, 11, 11, 6, 10, 11, 11, 0 ], "type_text": [ "Books", "Books", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Tools and Home Improvement", "Books", "Books", "Cell Phones and Accessories", "Toys and Games", "Home and Kitchen", "Books", "Automotive", "Arts Crafts and Sewing", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Pet Supplies", "Home and Kitchen", "Books", "Sports and Outdoors", "Books", "Sports and Outdoors", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Office Products", "Books", "Books", "Clothing Shoes and Jewelry", "Office Products", "Clothing Shoes and Jewelry", "Electronics", "Books", "Home and Kitchen", "Books", "Books", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Industrial and Scientific", "Books", "Home and Kitchen", "Home and Kitchen", "Other" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, particularly in the early stages, with multiple reviews clustered within the first few weeks. Following this initial period, reviews for \"Home and Kitchen\" and \"Clothing Shoes and Jewelry\" appear frequently, indicating a shift towards these categories around the 6 to 17-week mark. Additionally, there are notable occurrences of reviews in various other categories, such as \"Sports and Outdoors\" and \"Electronics,\" but these are less frequent and appear later in the timeline. Overall, the trend indicates a strong initial interest in books, followed by a diversification into home-related products and clothing as time progresses." }, { "dim_process": 18, "seq_idx": 1358, "seq_len": 56, "time_since_start": [ 0.0, 1.4285714285714286, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.857142857142857, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.857142857142857, 8.142857142857142, 8.428571428571429, 8.428571428571429, 8.714285714285714, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.714285714285714, 10.857142857142858, 11.285714285714286, 12.0, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.857142857142858, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.285714285714286, 15.428571428571429, 15.714285714285714, 16.0, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.285714285714285, 17.857142857142858, 18.0, 18.285714285714285, 24.857142857142858, 24.857142857142858, 25.285714285714285, 25.714285714285715 ], "time_since_last_event": [ 0.0, 1.4285714285714286, 3.4285714285714284, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 6.571428571428571, 0.0, 0.42857142857142855, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Initially, reviews for \"Books\" are submitted more frequently, particularly in the early weeks, while \"Kindle Store\" reviews appear less often and cluster around specific points. As time progresses, there is a notable increase in the frequency of \"Books\" reviews, with occasional \"Kindle Store\" reviews interspersed, particularly around the 5-week mark and again towards the end of the sequence. Overall, the trend indicates a sustained interest in \"Books\" throughout the timeline, with \"Kindle Store\" reviews appearing intermittently." }, { "dim_process": 18, "seq_idx": 1359, "seq_len": 68, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.142857142857143, 5.285714285714286, 6.0, 6.142857142857143, 6.571428571428571, 6.857142857142857, 7.714285714285714, 8.0, 8.714285714285714, 8.857142857142858, 9.0, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.0, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.0, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.0, 15.714285714285714, 16.285714285714285, 16.714285714285715, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.285714285714285, 19.428571428571427, 19.714285714285715, 20.142857142857142, 20.714285714285715, 22.0, 22.142857142857142, 22.428571428571427, 22.571428571428573, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly focuses on the \"Books\" category, with reviews consistently submitted over a span of weeks. The reviews begin at week 0 and continue to cluster heavily within the first 20 weeks, with a noticeable increase in frequency during the initial weeks. After week 20, there is a shift as a review for \"Clothing Shoes and Jewelry\" is submitted, followed by a return to the \"Books\" category, and a brief mention of the \"Kindle Store\" at the end. Overall, the pattern indicates a strong preference for books, particularly in the earlier weeks, with a single deviation to another category later in the timeline." }, { "dim_process": 18, "seq_idx": 1360, "seq_len": 50, "time_since_start": [ 0.0, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.142857142857143, 2.7142857142857144, 3.0, 4.142857142857143, 4.714285714285714, 5.857142857142857, 6.714285714285714, 6.857142857142857, 6.857142857142857, 7.142857142857143, 7.714285714285714, 8.0, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.714285714285714, 10.142857142857142, 10.428571428571429, 10.714285714285714, 10.714285714285714, 11.0, 11.714285714285714, 11.857142857142858, 12.714285714285714, 12.857142857142858, 13.714285714285714, 14.142857142857142, 14.714285714285714, 14.714285714285714, 14.857142857142858, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.714285714285715, 19.142857142857142, 20.428571428571427, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 1.2857142857142858, 1.4285714285714286 ], "type_event": [ 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a mix of reviews for the Kindle Store and Books, with a notable emphasis on Books in the early stages. As time progresses, the frequency of Book reviews increases significantly, particularly between the 1 and 18-week marks, where the majority of reviews are concentrated. Kindle Store reviews appear less frequently and tend to cluster at specific intervals, particularly around the beginning and at the 20-week mark. Overall, there is a clear trend of increasing engagement with Books over time, while Kindle Store reviews remain sporadic." }, { "dim_process": 18, "seq_idx": 1361, "seq_len": 44, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 3.7142857142857144, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.0, 5.714285714285714, 6.0, 6.285714285714286, 7.142857142857143, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.857142857142858, 11.0, 11.714285714285714, 11.857142857142858, 12.0, 15.714285714285714, 19.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.0, 0.0, 0.2857142857142857, 2.142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 3.7142857142857144, 4.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 8, 0, 10, 11, 11, 15, 8, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 1, 0, 15, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Toys and Games", "Other", "Books", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Other", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a concentrated focus on the \"Books\" category, with multiple reviews submitted within the first two weeks. After this initial period, there is a diversification of categories at around two weeks, including \"Electronics,\" \"Toys and Games,\" \"Other,\" and \"Home and Kitchen,\" while \"Books\" continues to be reviewed frequently. Following this, there is a sustained emphasis on \"Books\" for several weeks, with occasional reviews in other categories appearing later in the timeline. The pattern shows a predominant focus on \"Books\" throughout the sequence, with other categories being reviewed less frequently and clustered around the two-week mark and again at the eight-week mark. The sequence concludes with a return to \"Books,\" maintaining the trend of consistent reviews over an extended period." }, { "dim_process": 18, "seq_idx": 1362, "seq_len": 132, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.714285714285714, 5.0, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.0, 6.285714285714286, 6.571428571428571, 6.714285714285714, 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0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 15, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 15, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 15, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle 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"Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the early weeks. Reviews for \"Kindle Store\" appear intermittently, often clustered around the same weeks as book reviews but generally occurring later in the sequence. The \"Clothing Shoes and Jewelry\" category is reviewed less frequently, with entries appearing at specific points, notably around the 5-week mark and again near the 9-week mark. Overall, the trend indicates a strong preference for books, with other categories appearing sporadically." }, { "dim_process": 18, "seq_idx": 1363, "seq_len": 61, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 1.5714285714285714, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.4285714285714284, 3.857142857142857, 4.0, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.571428571428571, 6.142857142857143, 6.285714285714286, 6.428571428571429, 7.0, 7.142857142857143, 7.285714285714286, 7.714285714285714, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.285714285714286, 10.0, 10.285714285714286, 10.571428571428571, 11.142857142857142, 11.285714285714286, 12.0, 12.142857142857142, 12.285714285714286, 12.571428571428571, 13.142857142857142, 13.142857142857142, 13.571428571428571, 14.285714285714286, 14.285714285714286, 14.428571428571429, 14.571428571428571, 15.0, 15.142857142857142, 15.285714285714286, 15.571428571428571, 16.0, 16.285714285714285, 17.142857142857142, 18.0, 18.142857142857142, 20.0, 20.285714285714285, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.42857142857142855, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 1.8571428571428572, 0.2857142857142857, 3.0 ], "type_event": [ 16, 10, 10, 4, 10, 10, 10, 10, 10, 10, 10, 16, 9, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 2, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Office Products", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Pet Supplies", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a focus on the Kindle Store and Books, with initial reviews submitted in the first week. Over time, there is a notable concentration of reviews in the Books category, particularly between the first and third weeks, where multiple reviews are clustered. The Kindle Store reviews appear intermittently throughout the timeline, often following or coinciding with clusters of Book reviews. As the sequence progresses, the frequency of Books reviews remains high, with occasional entries in other categories like Electronics and Pet Supplies, indicating a sustained interest in Books over an extended period." }, { "dim_process": 18, "seq_idx": 1364, "seq_len": 85, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.0, 3.5714285714285716, 3.7142857142857144, 4.0, 4.285714285714286, 5.0, 5.142857142857143, 5.285714285714286, 5.857142857142857, 6.0, 6.285714285714286, 6.571428571428571, 7.0, 7.142857142857143, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 9.0, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 12.0, 12.142857142857142, 12.285714285714286, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.0, 14.285714285714286, 14.714285714285714, 14.857142857142858, 15.0, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.0, 17.285714285714285, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.0, 18.285714285714285, 19.0, 19.142857142857142, 19.285714285714285, 20.428571428571427, 20.571428571428573, 20.857142857142858, 21.0, 21.857142857142858, 22.285714285714285, 23.0, 23.142857142857142, 23.428571428571427, 23.857142857142858, 24.857142857142858, 25.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on the \"Books\" category, with a notable cluster of reviews occurring in the early weeks. The user begins with several reviews of books within the first three weeks, followed by a single review in the \"Kindle Store\" around the 1.86-week mark. After this, the user continues to submit reviews predominantly in the \"Books\" category, maintaining a steady pace with occasional clusters of reviews over the following weeks. The frequency of reviews remains high throughout the timeline, with no significant shifts in category focus, as nearly all reviews are for books." }, { "dim_process": 18, "seq_idx": 1365, "seq_len": 79, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 3.142857142857143, 3.7142857142857144, 4.0, 4.285714285714286, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.714285714285714, 7.0, 7.714285714285714, 7.857142857142857, 8.857142857142858, 9.0, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.0, 10.0, 10.0, 10.142857142857142, 10.142857142857142, 10.714285714285714, 10.857142857142858, 11.285714285714286, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.857142857142858, 15.0, 15.285714285714286, 15.285714285714286, 15.428571428571429, 15.428571428571429, 15.571428571428571, 15.714285714285714, 16.142857142857142, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.428571428571427, 18.0, 18.142857142857142, 18.285714285714285, 18.857142857142858, 19.0, 19.428571428571427, 19.857142857142858, 21.142857142857142, 21.714285714285715, 21.857142857142858, 23.142857142857142, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 7, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Grocery and Gourmet Food", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which is consistently reviewed throughout the entire timeline, showing a strong preference for this category. The reviews for \"Kindle Store\" appear intermittently, primarily clustered around the 6-week mark and then again around the 15-week mark. Additionally, there is a single review for \"Grocery and Gourmet Food\" at the 10-week mark, indicating a brief diversification in the review categories. Overall, the trend shows a sustained focus on books, with occasional reviews of other categories appearing later in the sequence." }, { "dim_process": 18, "seq_idx": 1366, "seq_len": 75, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.0, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.7142857142857144, 4.0, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.428571428571429, 7.571428571428571, 7.571428571428571, 7.571428571428571, 7.714285714285714, 8.142857142857142, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.0, 9.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.285714285714286, 13.0, 13.0, 13.0, 13.142857142857142, 14.0, 14.142857142857142, 14.857142857142858, 15.142857142857142, 15.428571428571429, 16.142857142857142, 16.714285714285715, 16.857142857142858, 16.857142857142858, 18.142857142857142, 18.285714285714285, 18.285714285714285, 21.285714285714285, 21.714285714285715, 22.714285714285715, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 2.142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.0, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.0, 1.2857142857142858, 0.14285714285714285, 0.0, 3.0, 0.42857142857142855, 1.0, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 14, 10, 10, 10, 14, 10, 14, 10, 10, 14, 10, 10, 10, 14, 10, 10, 14, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 8, 10, 10, 10, 10, 10, 10, 10, 14, 10, 11, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 14, 10, 10, 10, 10, 10, 10, 10, 4, 10, 14, 10, 15, 14, 10, 10, 11, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Home and Kitchen", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Movies and TV", "Books", "Clothing Shoes and Jewelry", "Movies and TV", "Books", "Books", "Home and Kitchen", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple entries clustered in the initial weeks. As time progresses, reviews for \"Movies and TV\" start to appear, particularly around the 1 to 2-week mark, indicating a gradual diversification of categories. The frequency of \"Books\" reviews remains high throughout the sequence, with notable clusters occurring at various intervals. Other categories, such as \"Home and Kitchen\" and \"Toys and Games,\" appear later in the timeline, suggesting a shift in the user's review focus as time advances. Overall, the trend shows a sustained interest in \"Books,\" with occasional reviews of other categories interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 1367, "seq_len": 43, "time_since_start": [ 0.0, 0.7142857142857143, 1.1428571428571428, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.8571428571428572, 2.0, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.571428571428571, 6.142857142857143, 6.857142857142857, 7.714285714285714, 9.857142857142858, 11.0, 12.0, 12.0, 12.0, 12.285714285714286, 14.428571428571429, 16.0, 16.0, 16.142857142857142, 17.0, 18.0, 20.142857142857142, 20.142857142857142, 20.142857142857142, 21.285714285714285, 22.571428571428573, 22.571428571428573, 23.428571428571427, 24.285714285714285, 25.0 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 2.142857142857143, 1.1428571428571428, 1.0, 0.0, 0.0, 0.2857142857142857, 2.142857142857143, 1.5714285714285714, 0.0, 0.14285714285714285, 0.8571428571428571, 1.0, 2.142857142857143, 0.0, 0.0, 1.1428571428571428, 1.2857142857142858, 0.0, 0.8571428571428571, 0.8571428571428571, 0.7142857142857143 ], "type_event": [ 10, 4, 16, 16, 10, 16, 3, 10, 10, 16, 10, 16, 10, 10, 10, 16, 4, 16, 10, 10, 16, 10, 16, 10, 1, 5, 4, 10, 10, 10, 5, 16, 4, 16, 16, 1, 12, 16, 0, 16, 4, 16, 16 ], "type_text": [ "Books", "Electronics", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Arts Crafts and Sewing", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Electronics", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Tools and Home Improvement", "Automotive", "Electronics", "Books", "Books", "Books", "Automotive", "Kindle Store", "Electronics", "Kindle Store", "Kindle Store", "Tools and Home Improvement", "Sports and Outdoors", "Kindle Store", "Other", "Kindle Store", "Electronics", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on Books, followed by a mix of Electronics and Kindle Store reviews within the first few weeks. Kindle Store reviews become increasingly frequent, particularly between the first and third weeks. As time progresses, there is a notable cluster of reviews for Books and Kindle Store categories, with occasional entries for other categories such as Automotive and Tools and Home Improvement. Towards the latter part of the sequence, there is a resurgence of Kindle Store reviews, along with a few Electronics reviews, indicating a sustained interest in these categories over time." }, { "dim_process": 18, "seq_idx": 1368, "seq_len": 76, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 2.0, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.857142857142857, 7.0, 8.0, 8.285714285714286, 8.428571428571429, 8.714285714285714, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.142857142857142, 10.714285714285714, 10.714285714285714, 10.714285714285714, 11.0, 11.142857142857142, 11.285714285714286, 11.285714285714286, 11.285714285714286, 11.714285714285714, 12.142857142857142, 12.285714285714286, 12.428571428571429, 13.0, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.428571428571429, 14.857142857142858, 15.0, 15.285714285714286, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.857142857142858, 18.0, 18.285714285714285, 19.285714285714285, 19.857142857142858, 20.0, 20.714285714285715, 20.857142857142858, 21.142857142857142, 21.428571428571427, 22.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.0, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 7, 4, 10, 10, 7, 0, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Grocery and Gourmet Food", "Electronics", "Books", "Books", "Grocery and Gourmet Food", "Other", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews predominantly features entries in the \"Books\" category, which occur consistently throughout the timeline, particularly in the initial weeks. A notable shift occurs around the 10-week mark, where reviews diversify to include \"Other,\" \"Grocery and Gourmet Food,\" and \"Electronics,\" but these categories appear less frequently. After this diversification, the user returns to reviewing \"Books\" extensively, with a few intermittent reviews in the \"Kindle Store\" category. Overall, the majority of reviews cluster in the \"Books\" category, especially in the earlier and later parts of the timeline, indicating a strong focus on this category throughout the review period." }, { "dim_process": 18, "seq_idx": 1369, "seq_len": 96, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 1.0, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.142857142857143, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.571428571428571, 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"time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 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10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 2, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 16, 10, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Sports and Outdoors", "Sports and Outdoors", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. Initially, reviews for \"Kindle Store\" and \"Books\" appear closely together, but as time progresses, \"Books\" reviews become increasingly frequent, especially between the first and fourth weeks. The \"Kindle Store\" reviews are interspersed throughout the timeline, with noticeable clusters occurring around the 6th, 11th, and 19th weeks. Other categories, such as \"Sports and Outdoors\" and \"Pet Supplies,\" appear less frequently and are primarily concentrated in the early weeks of the sequence. Overall, the trend indicates a strong and sustained interest in \"Books,\" with periodic reviews for the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 1370, "seq_len": 120, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 1.0, 1.0, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 2.0, 2.0, 2.2857142857142856, 2.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 4.0, 4.0, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.714285714285714, 4.714285714285714, 4.857142857142857, 4.857142857142857, 5.0, 5.0, 5.285714285714286, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 6.0, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.714285714285714, 6.857142857142857, 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15, 0, 2, 7, 10, 11, 2, 0, 0, 10, 10, 0, 2, 2, 2, 0, 7, 11, 2, 0, 7, 10, 11, 8, 8, 15, 0, 2, 0, 2, 2, 17, 0, 10, 8, 11, 0, 16, 0, 10, 10, 7, 2, 7, 1, 2, 13, 10, 0, 15, 1, 0, 0, 0, 7, 0, 9, 7, 7, 2, 15, 2, 0, 17, 11, 12, 8, 2, 2, 4, 0, 6, 13, 0 ], "type_text": [ "Other", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Other", "Other", "Other", "Other", "Other", "Other", "Office Products", "Home and Kitchen", "Other", "Other", "Tools and Home Improvement", "Grocery and Gourmet Food", "Other", "Grocery and Gourmet Food", "Other", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Pet Supplies", "Home and Kitchen", "Grocery and Gourmet Food", "Other", "Electronics", "Other", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Other", "Other", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Other", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Books", "Other", "Grocery and Gourmet Food", "Other", "Grocery and Gourmet Food", "Other", "Grocery and Gourmet Food", "Other", "Toys and Games", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Other", "Pet Supplies", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Pet Supplies", "Other", "Other", "Books", "Books", "Other", "Pet Supplies", "Pet Supplies", "Pet Supplies", "Other", "Grocery and Gourmet Food", "Home and Kitchen", "Pet Supplies", "Other", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Toys and Games", "Toys and Games", "Clothing Shoes and Jewelry", "Other", "Pet Supplies", "Other", "Pet Supplies", "Pet Supplies", "Cell Phones and Accessories", "Other", "Books", "Toys and Games", "Home and Kitchen", "Other", "Kindle Store", "Other", "Books", "Books", "Grocery and Gourmet Food", "Pet Supplies", "Grocery and Gourmet Food", "Tools and Home Improvement", "Pet Supplies", "Patio Lawn and Garden", "Books", "Other", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Other", "Other", "Other", "Grocery and Gourmet Food", "Other", "Office Products", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Pet Supplies", "Clothing Shoes and Jewelry", "Pet Supplies", "Other", "Cell Phones and Accessories", "Home and Kitchen", "Sports and Outdoors", "Toys and Games", "Pet Supplies", "Pet Supplies", "Electronics", "Other", "Industrial and Scientific", "Patio Lawn and Garden", "Other" ], "description": "The sequence of product reviews shows a diverse range of categories over time, with a notable concentration of reviews in the \"Grocery and Gourmet Food\" category, particularly in the early weeks. Reviews for \"Pet Supplies\" begin to increase significantly around the 3-week mark and continue to cluster towards the later weeks, indicating a growing interest in this category. Additionally, \"Books\" and \"Other\" categories appear frequently throughout the timeline, with \"Books\" gaining more presence in the later weeks. The reviews also demonstrate a gradual expansion into various other categories, such as \"Toys and Games\" and \"Clothing Shoes and Jewelry,\" particularly after the 6-week mark." }, { "dim_process": 18, "seq_idx": 1371, "seq_len": 49, "time_since_start": [ 0.0, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 2.0, 2.0, 3.857142857142857, 4.714285714285714, 5.428571428571429, 6.571428571428571, 6.571428571428571, 6.714285714285714, 8.142857142857142, 9.0, 9.0, 9.0, 9.0, 10.285714285714286, 10.714285714285714, 10.714285714285714, 14.285714285714286, 14.571428571428571, 14.571428571428571, 14.714285714285714, 14.857142857142858, 14.857142857142858, 14.857142857142858, 15.285714285714286, 16.0, 16.0, 16.142857142857142, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.857142857142858, 18.857142857142858, 18.857142857142858, 19.714285714285715, 19.714285714285715, 21.142857142857142, 21.142857142857142, 21.857142857142858, 23.0, 23.142857142857142, 23.142857142857142 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.7142857142857143, 0.0, 1.8571428571428572, 0.8571428571428571, 0.7142857142857143, 1.1428571428571428, 0.0, 0.14285714285714285, 1.4285714285714286, 0.8571428571428571, 0.0, 0.0, 0.0, 1.2857142857142858, 0.42857142857142855, 0.0, 3.5714285714285716, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 1.0, 0.0, 0.8571428571428571, 0.0, 1.4285714285714286, 0.0, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.0 ], "type_event": [ 11, 11, 9, 15, 12, 11, 15, 11, 12, 11, 11, 11, 4, 9, 15, 15, 12, 11, 15, 9, 0, 15, 4, 9, 15, 11, 9, 1, 2, 11, 11, 2, 11, 2, 11, 2, 2, 11, 2, 12, 1, 2, 1, 2, 5, 2, 5, 5, 11 ], "type_text": [ "Home and Kitchen", "Home and Kitchen", "Office Products", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Electronics", "Office Products", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Office Products", "Other", "Clothing Shoes and Jewelry", "Electronics", "Office Products", "Clothing Shoes and Jewelry", "Home and Kitchen", "Office Products", "Tools and Home Improvement", "Pet Supplies", "Home and Kitchen", "Home and Kitchen", "Pet Supplies", "Home and Kitchen", "Pet Supplies", "Home and Kitchen", "Pet Supplies", "Pet Supplies", "Home and Kitchen", "Pet Supplies", "Sports and Outdoors", "Tools and Home Improvement", "Pet Supplies", "Tools and Home Improvement", "Pet Supplies", "Automotive", "Pet Supplies", "Automotive", "Automotive", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a concentration on Home and Kitchen items in the initial weeks, followed by a diverse range of categories introduced around the second week. As time progresses, there is a noticeable increase in reviews for Pet Supplies, particularly from the 16th week onward, indicating a clustering of this category. Additionally, Automotive products emerge later in the sequence, with reviews starting around the 21st week. Overall, the review activity shows a pattern of early diversity in categories, followed by a significant focus on specific categories like Pet Supplies and Automotive in the later weeks." }, { "dim_process": 18, "seq_idx": 1372, "seq_len": 54, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.142857142857143, 3.7142857142857144, 4.0, 4.714285714285714, 5.0, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.0, 6.285714285714286, 6.857142857142857, 7.0, 7.142857142857143, 7.714285714285714, 8.142857142857142, 8.428571428571429, 8.714285714285714, 9.285714285714286, 9.571428571428571, 10.142857142857142, 10.714285714285714, 11.142857142857142, 11.571428571428571, 12.0, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.285714285714286, 14.142857142857142, 14.428571428571429, 14.714285714285714, 15.0, 15.428571428571429, 16.0, 16.285714285714285, 16.714285714285715, 17.0, 17.285714285714285, 17.428571428571427, 18.142857142857142, 18.142857142857142, 18.428571428571427, 18.714285714285715, 22.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.2857142857142857, 3.2857142857142856 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a consistent focus on the \"Books\" category, with multiple entries occurring in the first few weeks. After a sustained period of reviews primarily for \"Books,\" there is a shift around the 5-week mark where reviews for the \"Kindle Store\" appear, indicating a diversification in the user's review activity. Following this, the user returns to reviewing \"Books,\" which continues to dominate the sequence with several entries. Notably, there are a few instances of \"Kindle Store\" reviews interspersed throughout, particularly around the 7-week and 18-week marks, but the overall trend shows a strong preference for \"Books\" throughout the timeline, with the majority of reviews clustering early and later in the sequence." }, { "dim_process": 18, "seq_idx": 1373, "seq_len": 72, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 4.142857142857143, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.0, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 8.142857142857142, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.571428571428571, 9.714285714285714, 10.0, 10.285714285714286, 10.428571428571429, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.285714285714286, 12.571428571428571, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.571428571428571, 15.571428571428571, 15.857142857142858, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.428571428571427, 17.428571428571427, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.428571428571427, 18.714285714285715, 19.0, 20.142857142857142, 21.571428571428573, 22.285714285714285, 22.428571428571427, 22.714285714285715, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.0, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 1.4285714285714286, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 2.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted over the course of several weeks. The user primarily reviews books in the early stages, with a notable cluster of reviews occurring during the first 18 weeks. After this period, there are fewer reviews, and the user begins to include reviews for the \"Kindle Store\" category, which appears intermittently. The reviews for \"Kindle Store\" are concentrated towards the later part of the sequence, indicating a shift in review focus as time progresses." }, { "dim_process": 18, "seq_idx": 1374, "seq_len": 69, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 4.142857142857143, 4.571428571428571, 4.714285714285714, 5.571428571428571, 5.714285714285714, 6.0, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.142857142857142, 10.714285714285714, 11.571428571428571, 11.714285714285714, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.571428571428571, 15.857142857142858, 16.0, 16.285714285714285, 16.428571428571427, 16.714285714285715, 17.0, 17.428571428571427, 18.571428571428573, 18.857142857142858, 19.857142857142858, 20.285714285714285, 20.428571428571427, 20.571428571428573, 23.142857142857142, 23.714285714285715, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 2.142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 2.5714285714285716, 0.5714285714285714, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions occurring over time. Initially, reviews are submitted at a relatively steady pace, with clusters of reviews appearing in the early weeks. As time progresses, there are longer intervals between reviews, particularly noticeable after the 12-week mark, indicating a shift in the frequency of submissions. The reviews continue to be submitted intermittently, with some periods featuring multiple reviews close together, while others show extended gaps, particularly in the later weeks of the sequence. Overall, the trend indicates a high volume of reviews concentrated in the earlier weeks, tapering off as time advances." }, { "dim_process": 18, "seq_idx": 1375, "seq_len": 61, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.7142857142857142, 2.0, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.0, 4.428571428571429, 4.714285714285714, 5.0, 5.142857142857143, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.0, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.285714285714286, 11.428571428571429, 11.714285714285714, 12.142857142857142, 12.428571428571429, 12.857142857142858, 14.0, 14.285714285714286, 14.714285714285714, 14.857142857142858, 16.428571428571427, 17.0, 17.142857142857142, 18.857142857142858, 21.142857142857142, 23.714285714285715, 23.714285714285715, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 1.0, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.5714285714285714, 0.5714285714285714, 0.14285714285714285, 1.7142857142857142, 2.2857142857142856, 2.5714285714285716, 0.0, 1.7142857142857142 ], "type_event": [ 16, 10, 13, 10, 14, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 14, 10, 10, 0, 14 ], "type_text": [ "Kindle Store", "Books", "Patio Lawn and Garden", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Other", "Movies and TV" ], "description": "The sequence of product reviews begins with a few diverse categories, including Kindle Store, Books, and Patio Lawn and Garden, all submitted within the first week. Following this initial period, there is a significant clustering of reviews in the Books category, which dominates the timeline and continues consistently for several weeks. Reviews for Movies and TV appear intermittently, primarily after the initial surge of Books reviews, with notable entries occurring at the 6-week mark and again later in the timeline. The sequence shows a strong emphasis on Books throughout the majority of the period, with other categories appearing less frequently and primarily clustered towards the end of the timeline." }, { "dim_process": 18, "seq_idx": 1376, "seq_len": 75, "time_since_start": [ 0.0, 0.8571428571428571, 1.7142857142857142, 3.0, 3.142857142857143, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.571428571428571, 6.0, 6.142857142857143, 6.714285714285714, 7.0, 7.285714285714286, 7.285714285714286, 7.428571428571429, 8.285714285714286, 8.714285714285714, 9.0, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.571428571428571, 13.0, 13.428571428571429, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.714285714285714, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.714285714285715, 17.142857142857142, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.285714285714285, 18.571428571428573, 19.857142857142858, 20.428571428571427, 20.571428571428573, 20.857142857142858, 21.857142857142858, 21.857142857142858, 21.857142857142858, 22.142857142857142, 22.428571428571427, 22.571428571428573, 22.571428571428573, 23.142857142857142, 23.142857142857142, 23.142857142857142, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.8571428571428571, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.0, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 7, 10, 16, 10, 16, 2, 4, 17, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Books", "Kindle Store", "Books", "Kindle Store", "Pet Supplies", "Electronics", "Cell Phones and Accessories", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline, particularly in the earlier weeks. The \"Kindle Store\" reviews appear intermittently, often clustering around the 3 to 4-week mark and again later in the timeline. Other categories such as \"Clothing Shoes and Jewelry,\" \"Grocery and Gourmet Food,\" \"Pet Supplies,\" \"Electronics,\" and \"Cell Phones and Accessories\" are introduced later in the sequence, indicating a shift in review focus after several weeks of primarily reviewing books. Overall, the trend highlights a strong initial emphasis on books, with occasional reviews in other categories emerging as time progresses." }, { "dim_process": 18, "seq_idx": 1377, "seq_len": 70, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.0, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.0, 6.142857142857143, 6.571428571428571, 7.142857142857143, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.857142857142858, 9.142857142857142, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.285714285714286, 12.428571428571429, 13.285714285714286, 13.857142857142858, 14.285714285714286, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.428571428571429, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.857142857142858, 18.0, 18.0, 18.285714285714285, 18.571428571428573, 18.714285714285715, 19.857142857142858, 24.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 4.142857142857143, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 8, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Toys and Games", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. As time progresses, reviews for the \"Kindle Store\" category begin to appear intermittently, notably around the 1-week mark and again at the 15-week and 18-week marks, indicating a slight shift in focus. The reviews for \"Books\" continue to dominate throughout the sequence, with a notable cluster of reviews occurring consistently over the weeks. Towards the end of the sequence, there is a single review for \"Toys and Games\" after a prolonged period of reviewing books, suggesting a return to a different category after a lengthy focus on books." }, { "dim_process": 18, "seq_idx": 1378, "seq_len": 52, "time_since_start": [ 0.0, 0.0, 0.8571428571428571, 1.2857142857142858, 2.0, 2.0, 2.0, 3.142857142857143, 3.142857142857143, 3.142857142857143, 6.0, 6.0, 6.285714285714286, 6.285714285714286, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.0, 8.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 10.285714285714286, 10.428571428571429, 11.428571428571429, 12.0, 12.285714285714286, 12.714285714285714, 15.285714285714286, 15.285714285714286, 15.857142857142858, 16.428571428571427, 16.428571428571427, 16.428571428571427, 16.857142857142858, 17.0, 17.285714285714285, 17.285714285714285, 18.285714285714285, 18.285714285714285, 18.857142857142858, 19.285714285714285, 20.142857142857142, 21.0, 21.0, 21.857142857142858, 22.142857142857142, 24.142857142857142, 24.285714285714285, 25.0 ], "time_since_last_event": [ 0.0, 0.0, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.0, 0.0, 1.1428571428571428, 0.0, 0.0, 2.857142857142857, 0.0, 0.2857142857142857, 0.0, 0.8571428571428571, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 1.0, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 1.0, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 2.5714285714285716, 0.0, 0.5714285714285714, 0.5714285714285714, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 1.0, 0.0, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.0, 0.8571428571428571, 0.2857142857142857, 2.0, 0.14285714285714285, 0.7142857142857143 ], "type_event": [ 1, 10, 4, 15, 5, 10, 1, 6, 13, 1, 11, 1, 4, 3, 8, 5, 12, 11, 11, 11, 4, 17, 4, 10, 10, 10, 10, 10, 10, 10, 5, 1, 1, 4, 1, 12, 1, 1, 1, 6, 1, 17, 0, 12, 12, 13, 15, 12, 15, 11, 11, 8 ], "type_text": [ "Tools and Home Improvement", "Books", "Electronics", "Clothing Shoes and Jewelry", "Automotive", "Books", "Tools and Home Improvement", "Industrial and Scientific", "Patio Lawn and Garden", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Electronics", "Arts Crafts and Sewing", "Toys and Games", "Automotive", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Electronics", "Cell Phones and Accessories", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Automotive", "Tools and Home Improvement", "Tools and Home Improvement", "Electronics", "Tools and Home Improvement", "Sports and Outdoors", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Industrial and Scientific", "Tools and Home Improvement", "Cell Phones and Accessories", "Other", "Sports and Outdoors", "Sports and Outdoors", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Toys and Games" ], "description": "The sequence of product reviews begins with early submissions in the Tools and Home Improvement and Books categories, followed by a gradual introduction of Electronics and Clothing Shoes and Jewelry. As time progresses, there is a notable clustering of reviews in the Home and Kitchen category around the six-week mark, alongside a consistent presence of Tools and Home Improvement reviews. Later in the timeline, there is a significant concentration of reviews in the Sports and Outdoors category, particularly between weeks 19 and 22, and a resurgence of Books reviews towards the end of the sequence, indicating a sustained interest in that category. Overall, the sequence shows a diverse range of categories being reviewed, with certain types emerging prominently at different intervals." }, { "dim_process": 18, "seq_idx": 1379, "seq_len": 40, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.0, 2.7142857142857144, 4.0, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.857142857142857, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.142857142857142, 10.571428571428571, 10.714285714285714, 11.285714285714286, 11.571428571428571, 11.571428571428571, 12.142857142857142, 12.571428571428571, 13.0, 14.0, 14.285714285714286, 16.0, 16.142857142857142, 17.0, 19.714285714285715, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.2857142857142858, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 1.0, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.8571428571428571, 2.7142857142857144, 2.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 4, 10, 12, 10, 10, 10, 10, 10, 10, 17, 10, 10, 10, 10, 10, 10, 16, 17, 10, 10, 4, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Electronics", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Books", "Books", "Cell Phones and Accessories", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Cell Phones and Accessories", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, which dominates the early and middle periods of the timeline, with numerous reviews clustered closely together. The first review in the \"Kindle Store\" appears shortly after the initial batch of book reviews, indicating a transition to digital formats. The \"Electronics\" and \"Cell Phones and Accessories\" categories appear later in the sequence, suggesting a shift in focus as time progresses. Overall, the trend indicates a consistent interest in books throughout the timeline, with sporadic reviews in other categories occurring at more extended intervals." }, { "dim_process": 18, "seq_idx": 1380, "seq_len": 47, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.857142857142857, 5.857142857142857, 6.714285714285714, 6.714285714285714, 6.714285714285714, 6.714285714285714, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.428571428571429, 13.714285714285714, 13.714285714285714, 13.714285714285714, 13.714285714285714, 14.428571428571429, 14.428571428571429, 15.714285714285714, 15.714285714285714, 15.714285714285714, 15.714285714285714, 17.714285714285715, 17.714285714285715, 18.428571428571427, 18.428571428571427, 19.714285714285715, 19.714285714285715, 19.714285714285715, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 5.428571428571429, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 2.7142857142857144, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 3.2857142857142856, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 1.2857142857142858, 0.0, 0.0, 0.0, 2.0, 0.0, 0.7142857142857143, 0.0, 1.2857142857142858, 0.0, 0.0, 4.0 ], "type_event": [ 1, 4, 11, 10, 5, 1, 17, 15, 4, 0, 6, 5, 1, 15, 15, 6, 5, 1, 1, 13, 12, 5, 11, 17, 6, 1, 0, 5, 10, 0, 5, 17, 7, 17, 5, 12, 11, 13, 4, 5, 1, 6, 15, 11, 7, 5, 5 ], "type_text": [ "Tools and Home Improvement", "Electronics", "Home and Kitchen", "Books", "Automotive", "Tools and Home Improvement", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Electronics", "Other", "Industrial and Scientific", "Automotive", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Automotive", "Tools and Home Improvement", "Tools and Home Improvement", "Patio Lawn and Garden", "Sports and Outdoors", "Automotive", "Home and Kitchen", "Cell Phones and Accessories", "Industrial and Scientific", "Tools and Home Improvement", "Other", "Automotive", "Books", "Other", "Automotive", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Cell Phones and Accessories", "Automotive", "Sports and Outdoors", "Home and Kitchen", "Patio Lawn and Garden", "Electronics", "Automotive", "Tools and Home Improvement", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Automotive", "Automotive" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted simultaneously at the start. After a period of about five weeks, a cluster of reviews occurs, predominantly in the categories of Tools and Home Improvement, Clothing Shoes and Jewelry, and Automotive, indicating a shift towards more specific interests. As time progresses, there is a notable pattern of recurring reviews in the Automotive category, which appears consistently throughout the timeline. Additionally, later reviews show an increase in submissions related to Grocery and Gourmet Food, suggesting a diversification of interests as the sequence unfolds. Overall, the events show initial diversity followed by clustering in specific categories, particularly Automotive, with a gradual expansion into other areas over time." }, { "dim_process": 18, "seq_idx": 1381, "seq_len": 47, "time_since_start": [ 0.0, 0.0, 1.4285714285714286, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 10.857142857142858, 10.857142857142858, 10.857142857142858, 11.714285714285714, 11.714285714285714, 11.714285714285714, 12.0, 12.0, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.285714285714286, 16.285714285714285, 17.714285714285715, 17.714285714285715, 17.714285714285715, 18.571428571428573, 18.714285714285715, 18.714285714285715, 18.857142857142858, 19.0, 19.571428571428573, 20.142857142857142, 20.142857142857142, 20.142857142857142, 21.571428571428573, 21.571428571428573, 21.571428571428573, 21.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 1.4285714285714286, 2.4285714285714284, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.2857142857142857, 0.0, 3.2857142857142856, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.4285714285714286, 0.0, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.14285714285714285 ], "type_event": [ 7, 6, 5, 1, 7, 4, 11, 13, 0, 9, 7, 9, 11, 1, 13, 0, 13, 1, 7, 5, 7, 12, 4, 7, 13, 7, 3, 6, 5, 0, 6, 7, 13, 5, 13, 13, 11, 7, 13, 0, 5, 7, 13, 12, 13, 11, 7 ], "type_text": [ "Grocery and Gourmet Food", "Industrial and Scientific", "Automotive", "Tools and Home Improvement", "Grocery and Gourmet Food", "Electronics", "Home and Kitchen", "Patio Lawn and Garden", "Other", "Office Products", "Grocery and Gourmet Food", "Office Products", "Home and Kitchen", "Tools and Home Improvement", "Patio Lawn and Garden", "Other", "Patio Lawn and Garden", "Tools and Home Improvement", "Grocery and Gourmet Food", "Automotive", "Grocery and Gourmet Food", "Sports and Outdoors", "Electronics", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Industrial and Scientific", "Automotive", "Other", "Industrial and Scientific", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Automotive", "Patio Lawn and Garden", "Patio Lawn and Garden", "Home and Kitchen", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Other", "Automotive", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Sports and Outdoors", "Patio Lawn and Garden", "Home and Kitchen", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews shows a pattern where the user initially reviews items from diverse categories, including Grocery and Gourmet Food and Industrial and Scientific, within the first week. As time progresses, there is a noticeable clustering of reviews around certain categories, particularly Grocery and Gourmet Food, which appears multiple times throughout the sequence. Reviews for Patio Lawn and Garden and Automotive also emerge prominently in the later weeks, indicating a trend where these categories become more frequent as the timeline advances. Overall, there is a gradual increase in the number of reviews per category, with certain categories consistently appearing at various intervals." }, { "dim_process": 18, "seq_idx": 1382, "seq_len": 45, "time_since_start": [ 0.0, 0.0, 0.0, 0.42857142857142855, 1.8571428571428572, 3.0, 3.7142857142857144, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.285714285714286, 5.142857142857143, 5.428571428571429, 7.428571428571429, 8.142857142857142, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.714285714285714, 9.714285714285714, 10.714285714285714, 11.428571428571429, 11.571428571428571, 11.571428571428571, 12.0, 12.142857142857142, 12.571428571428571, 13.571428571428571, 14.285714285714286, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.571428571428571, 15.571428571428571, 16.285714285714285, 16.285714285714285, 20.0, 22.857142857142858, 22.857142857142858, 23.714285714285715, 24.0, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.42857142857142855, 1.4285714285714286, 1.1428571428571428, 0.7142857142857143, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.0, 0.8571428571428571, 0.2857142857142857, 2.0, 0.7142857142857143, 0.42857142857142855, 0.0, 0.0, 0.0, 0.14285714285714285, 1.0, 1.0, 0.7142857142857143, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.0, 0.7142857142857143, 1.1428571428571428, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.7142857142857143, 0.0, 3.7142857142857144, 2.857142857142857, 0.0, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855 ], "type_event": [ 1, 11, 12, 6, 12, 9, 12, 10, 6, 4, 1, 12, 1, 1, 12, 1, 0, 1, 12, 4, 12, 1, 1, 10, 6, 13, 15, 12, 17, 1, 12, 6, 1, 13, 11, 12, 13, 10, 5, 1, 11, 15, 12, 12, 12 ], "type_text": [ "Tools and Home Improvement", "Home and Kitchen", "Sports and Outdoors", "Industrial and Scientific", "Sports and Outdoors", "Office Products", "Sports and Outdoors", "Books", "Industrial and Scientific", "Electronics", "Tools and Home Improvement", "Sports and Outdoors", "Tools and Home Improvement", "Tools and Home Improvement", "Sports and Outdoors", "Tools and Home Improvement", "Other", "Tools and Home Improvement", "Sports and Outdoors", "Electronics", "Sports and Outdoors", "Tools and Home Improvement", "Tools and Home Improvement", "Books", "Industrial and Scientific", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Cell Phones and Accessories", "Tools and Home Improvement", "Sports and Outdoors", "Industrial and Scientific", "Tools and Home Improvement", "Patio Lawn and Garden", "Home and Kitchen", "Sports and Outdoors", "Patio Lawn and Garden", "Books", "Automotive", "Tools and Home Improvement", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Sports and Outdoors", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with a diverse range of categories, with initial reviews for Tools and Home Improvement, Home and Kitchen, and Sports and Outdoors occurring simultaneously. Over time, there is a noticeable clustering of reviews in the Sports and Outdoors category, particularly around the 1.86 to 15.57 week mark. Tools and Home Improvement reviews also show a consistent presence throughout the timeline, with multiple entries appearing after the 5-week mark. Additionally, there are periodic reviews in categories such as Industrial and Scientific and Books, which tend to appear later in the sequence, while other categories like Clothing Shoes and Jewelry and Automotive are introduced in the later weeks. Overall, the pattern indicates a gradual increase in review frequency, with certain categories being revisited multiple times." }, { "dim_process": 18, "seq_idx": 1383, "seq_len": 43, "time_since_start": [ 0.0, 0.7142857142857143, 0.7142857142857143, 1.7142857142857142, 2.2857142857142856, 2.2857142857142856, 3.0, 3.0, 5.857142857142857, 7.142857142857143, 7.428571428571429, 8.0, 8.0, 8.0, 8.0, 8.428571428571429, 8.428571428571429, 8.714285714285714, 9.428571428571429, 9.714285714285714, 11.0, 11.857142857142858, 11.857142857142858, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.714285714285714, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.428571428571429, 14.714285714285714, 15.285714285714286, 15.428571428571429, 16.0, 16.0, 16.285714285714285, 17.0, 17.142857142857142, 17.571428571428573, 17.714285714285715, 18.142857142857142 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.0, 1.0, 0.5714285714285714, 0.0, 0.7142857142857143, 0.0, 2.857142857142857, 1.2857142857142858, 0.2857142857142857, 0.5714285714285714, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 1.2857142857142858, 0.8571428571428571, 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 8, 7, 2, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 2, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Toys and Games", "Grocery and Gourmet Food", "Pet Supplies", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, which dominates the early and later parts of the timeline, with multiple reviews clustered around specific weeks. The \"Kindle Store\" category appears intermittently, primarily in the earlier weeks and again later, indicating some engagement with digital formats. Other categories, such as \"Toys and Games,\" \"Grocery and Gourmet Food,\" and \"Pet Supplies,\" are reviewed only once and appear in a concentrated period around the eighth week. Overall, the trend indicates a consistent preference for books throughout the timeline, with a brief exploration of other categories." }, { "dim_process": 18, "seq_idx": 1384, "seq_len": 61, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.4285714285714286, 2.0, 2.5714285714285716, 2.857142857142857, 3.0, 3.5714285714285716, 4.0, 4.428571428571429, 4.571428571428571, 5.0, 5.142857142857143, 6.0, 6.428571428571429, 6.714285714285714, 6.714285714285714, 7.0, 7.428571428571429, 7.714285714285714, 8.0, 8.285714285714286, 8.428571428571429, 8.714285714285714, 9.0, 9.857142857142858, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.285714285714286, 12.714285714285714, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.571428571428571, 15.714285714285714, 16.285714285714285, 16.714285714285715, 17.285714285714285, 18.285714285714285, 19.857142857142858, 20.0, 20.857142857142858, 21.142857142857142, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 1.0, 1.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a high frequency of reviews submitted in this category throughout the entire timeline. The user begins reviewing books immediately and continues to do so frequently, with a notable increase in reviews in the early weeks. Reviews for the \"Kindle Store\" category appear less frequently, clustered around specific points, particularly at weeks 6.71, 9.86, 10.14, 17.29, and 23.14. Overall, the pattern indicates a sustained engagement with books, with intermittent reviews for the Kindle Store occurring at later intervals." }, { "dim_process": 18, "seq_idx": 1385, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.7142857142857144, 3.0, 3.142857142857143, 3.4285714285714284, 4.0, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.0, 6.142857142857143, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.428571428571429, 7.428571428571429, 8.142857142857142, 8.571428571428571, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.285714285714286, 12.428571428571429, 12.571428571428571, 13.142857142857142, 15.428571428571429, 15.714285714285714, 17.285714285714285, 21.142857142857142, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 2.2857142857142856, 0.2857142857142857, 1.5714285714285714, 3.857142857142857, 1.0 ], "type_event": [ 10, 10, 10, 16, 16, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews in the \"Books\" category, particularly in the early stages, with a gradual introduction of \"Kindle Store\" reviews occurring later. Initially, the user submits multiple reviews for \"Books\" within the first few weeks, with a few \"Kindle Store\" reviews interspersed. As time progresses, the frequency of \"Kindle Store\" reviews increases, particularly around the 15-week mark, while \"Books\" reviews continue to be submitted consistently throughout the timeline. The events demonstrate a pattern where \"Books\" reviews are clustered earlier, while \"Kindle Store\" reviews become more prominent in the latter part of the sequence." }, { "dim_process": 18, "seq_idx": 1386, "seq_len": 98, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.0, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.0, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.285714285714286, 5.571428571428571, 6.0, 6.142857142857143, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.285714285714286, 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0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.0, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews predominantly features entries in the \"Books\" category, which are consistently submitted throughout the timeline, with a notable concentration of reviews occurring in the early weeks. The \"Kindle Store\" reviews appear less frequently and are interspersed among the \"Books\" reviews, primarily emerging at specific intervals rather than clustering. Overall, the pattern indicates a sustained engagement with books over time, with occasional reviews for the Kindle Store appearing at various points, particularly in the earlier and later weeks of the timeline." }, { "dim_process": 18, "seq_idx": 1387, "seq_len": 66, "time_since_start": [ 0.0, 1.2857142857142858, 2.142857142857143, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.142857142857143, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.857142857142857, 7.285714285714286, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 9.142857142857142, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.142857142857142, 10.285714285714286, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 12.428571428571429, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.571428571428571, 14.857142857142858, 15.0, 15.142857142857142, 15.428571428571429, 16.285714285714285, 16.571428571428573, 17.0, 17.714285714285715, 18.571428571428573, 19.0, 19.571428571428573, 20.857142857142858, 21.714285714285715, 22.714285714285715, 24.428571428571427, 25.428571428571427, 25.714285714285715 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 0.8571428571428571, 1.0, 1.7142857142857142, 1.0, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, reviews for the \"Kindle Store\" category start to appear, particularly clustering around weeks 4, 6, 8, 10, 12, 14, and 17, indicating a gradual increase in engagement with this category. The frequency of \"Books\" reviews remains high throughout the sequence, with notable clusters occurring around weeks 5, 10, and 15. Overall, the pattern shows a consistent preference for \"Books,\" with intermittent reviews for the \"Kindle Store\" appearing at regular intervals." }, { "dim_process": 18, "seq_idx": 1388, "seq_len": 43, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 1.4285714285714286, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 3.0, 3.142857142857143, 4.142857142857143, 4.714285714285714, 4.857142857142857, 5.142857142857143, 6.571428571428571, 7.0, 7.142857142857143, 8.0, 8.142857142857142, 8.714285714285714, 9.0, 9.714285714285714, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.285714285714286, 14.857142857142858, 15.142857142857142, 16.0, 16.571428571428573, 17.0, 19.714285714285715, 21.0, 23.428571428571427, 23.714285714285715, 23.857142857142858, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 1.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 2.4285714285714284, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 2.7142857142857144, 1.2857142857142858, 2.4285714285714284, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 11, 0, 16, 15, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Home and Kitchen", "Other", "Kindle Store", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. Initially, reviews are concentrated in the \"Books\" category, with a few entries in \"Kindle Store\" and other categories occurring around the 2.5-week mark. As time progresses, the frequency of \"Books\" reviews remains high, with occasional reviews in the \"Kindle Store\" appearing later in the sequence. Overall, the reviews cluster heavily around the \"Books\" category, particularly in the earlier and later periods of the timeline, with only sporadic mentions of other categories." }, { "dim_process": 18, "seq_idx": 1389, "seq_len": 67, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.0, 1.4285714285714286, 1.5714285714285714, 2.142857142857143, 2.5714285714285716, 3.0, 3.0, 3.2857142857142856, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.571428571428571, 5.285714285714286, 5.285714285714286, 5.428571428571429, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.571428571428571, 7.0, 7.571428571428571, 8.142857142857142, 8.285714285714286, 8.285714285714286, 8.714285714285714, 9.0, 9.285714285714286, 9.857142857142858, 10.285714285714286, 11.0, 11.285714285714286, 11.571428571428571, 12.0, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.714285714285714, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.571428571428571, 16.0, 16.0, 16.285714285714285, 16.428571428571427, 17.428571428571427, 17.714285714285715, 18.0, 18.142857142857142, 18.285714285714285, 18.428571428571427, 19.0, 19.571428571428573, 20.714285714285715, 21.714285714285715, 22.571428571428573, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.0, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 1.0, 0.8571428571428571, 1.5714285714285714 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a significant number of reviews submitted over time, particularly in the early weeks. The first review in the \"Kindle Store\" category occurs shortly after the initial reviews for \"Books,\" indicating a pattern where book reviews dominate the early timeline. As time progresses, reviews for both categories continue to appear, but the frequency of \"Books\" reviews remains higher throughout the sequence. Notably, there are clusters of \"Kindle Store\" reviews interspersed among the predominantly \"Books\" reviews, especially around the 5-week and 17-week marks, suggesting periodic interest in the Kindle Store amidst a sustained engagement with books." }, { "dim_process": 18, "seq_idx": 1390, "seq_len": 50, "time_since_start": [ 0.0, 0.14285714285714285, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 2.0, 2.142857142857143, 2.2857142857142856, 3.0, 3.2857142857142856, 4.571428571428571, 5.142857142857143, 5.285714285714286, 6.571428571428571, 7.0, 7.571428571428571, 8.0, 8.571428571428571, 8.571428571428571, 9.0, 9.285714285714286, 9.285714285714286, 9.571428571428571, 10.0, 10.142857142857142, 10.428571428571429, 10.428571428571429, 10.571428571428571, 11.0, 11.285714285714286, 11.857142857142858, 12.285714285714286, 12.571428571428571, 13.142857142857142, 13.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 15.0, 16.142857142857142, 16.857142857142858, 17.0, 17.142857142857142, 17.857142857142858, 18.0, 18.857142857142858, 20.428571428571427, 22.714285714285715, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.2857142857142858, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.0, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 1.5714285714285714, 2.2857142857142856, 1.4285714285714286 ], "type_event": [ 10, 10, 9, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Office Products", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a dominant focus on the \"Books\" category, which occurs frequently and consistently throughout the timeline. The initial reviews are primarily for \"Books,\" with a few entries for \"Office Products\" and \"Kindle Store\" appearing early on. As time progresses, reviews for \"Kindle Store\" begin to cluster towards the later weeks, particularly after the 17-week mark, while \"Books\" continue to be reviewed steadily throughout the entire period. Overall, the trend indicates a sustained interest in \"Books\" with a gradual increase in reviews for \"Kindle Store\" as the timeline advances." }, { "dim_process": 18, "seq_idx": 1391, "seq_len": 41, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 1.4285714285714286, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.857142857142857, 2.857142857142857, 2.857142857142857, 3.7142857142857144, 3.7142857142857144, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.0, 5.857142857142857, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 1.4285714285714286, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.8571428571428571, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 1, 2, 11, 8, 15, 1, 15, 12, 10, 9, 0, 8, 7, 17, 2, 0, 5, 3, 4, 15, 8, 10, 3, 10, 15, 11, 2, 12, 7, 15, 15, 8, 15, 4, 0, 0, 6, 9, 7, 12, 11 ], "type_text": [ "Tools and Home Improvement", "Pet Supplies", "Home and Kitchen", "Toys and Games", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Office Products", "Other", "Toys and Games", "Grocery and Gourmet Food", "Cell Phones and Accessories", "Pet Supplies", "Other", "Automotive", "Arts Crafts and Sewing", "Electronics", "Clothing Shoes and Jewelry", "Toys and Games", "Books", "Arts Crafts and Sewing", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Pet Supplies", "Sports and Outdoors", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Toys and Games", "Clothing Shoes and Jewelry", "Electronics", "Other", "Other", "Industrial and Scientific", "Office Products", "Grocery and Gourmet Food", "Sports and Outdoors", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a variety of categories submitted simultaneously in the first week, including Tools and Home Improvement, Pet Supplies, and Home and Kitchen. As time progresses, there is a notable clustering of reviews around the 2-week mark, with a significant increase in submissions across multiple categories, particularly Clothing Shoes and Jewelry, Toys and Games, and Books. Reviews continue to be submitted consistently through the following weeks, with a gradual shift towards categories like Electronics and Industrial and Scientific appearing later in the sequence. Overall, the trend shows an initial burst of diverse reviews followed by a concentrated period of submissions before tapering off with more specialized categories in the later weeks." }, { "dim_process": 18, "seq_idx": 1392, "seq_len": 45, "time_since_start": [ 0.0, 0.7142857142857143, 1.0, 1.2857142857142858, 1.8571428571428572, 2.2857142857142856, 2.5714285714285716, 3.0, 3.2857142857142856, 3.5714285714285716, 4.0, 4.571428571428571, 4.857142857142857, 5.428571428571429, 6.0, 6.285714285714286, 6.857142857142857, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.285714285714286, 8.571428571428571, 8.857142857142858, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 12.285714285714286, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.571428571428571, 13.714285714285714, 14.0, 16.0, 16.285714285714285, 17.857142857142858, 18.285714285714285, 19.0, 19.428571428571427, 20.857142857142858, 21.428571428571427, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 2.0, 0.2857142857142857, 1.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 1.4285714285714286, 0.5714285714285714, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features entries in the \"Books\" category, which are submitted consistently over the entire timeline, with a notable concentration in the earlier weeks. Reviews for the \"Kindle Store\" category appear less frequently and are clustered around the 4-week, 5-week, and 6-week marks, indicating a shift in focus at those points. Overall, the pattern shows a strong emphasis on book reviews throughout, with only intermittent reviews for the Kindle Store." }, { "dim_process": 18, "seq_idx": 1393, "seq_len": 40, "time_since_start": [ 0.0, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 2.142857142857143, 2.4285714285714284, 4.0, 4.142857142857143, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.0, 6.714285714285714, 7.714285714285714, 7.714285714285714, 8.0, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.714285714285714, 11.0, 11.285714285714286, 11.571428571428571, 11.714285714285714, 13.142857142857142, 14.0, 14.857142857142858, 15.714285714285714, 16.0, 16.285714285714285, 16.428571428571427, 17.714285714285715, 20.714285714285715, 22.571428571428573, 23.285714285714285 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 3.0, 1.8571428571428572, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong initial focus on the \"Books\" category, with multiple reviews submitted in the first few weeks. The reviews for \"Books\" continue to dominate the early timeline, with a notable cluster occurring between weeks 0 and 11. The first reviews for the \"Kindle Store\" appear around week 7, with additional reviews following at weeks 11 and 13. After week 17, the frequency of \"Books\" reviews remains consistent, while the \"Kindle Store\" reviews appear less frequently, indicating a sustained interest in books over time." }, { "dim_process": 18, "seq_idx": 1394, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.142857142857143, 2.142857142857143, 2.857142857142857, 2.857142857142857, 3.0, 3.4285714285714284, 6.571428571428571, 7.142857142857143, 7.571428571428571, 9.714285714285714, 10.0, 12.285714285714286, 13.714285714285714, 19.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.42857142857142855, 3.142857142857143, 0.5714285714285714, 0.42857142857142855, 2.142857142857143, 0.2857142857142857, 2.2857142857142856, 1.4285714285714286, 5.285714285714286 ], "type_event": [ 8, 15, 8, 9, 8, 12, 9, 15, 0, 13, 10, 3, 2, 11, 12, 15, 8, 15, 15, 9, 8, 6, 3, 2, 12, 15, 1, 15, 8, 11, 15, 12, 9, 4, 15, 15, 10, 9, 10, 15, 0, 14, 10, 11, 15 ], "type_text": [ "Toys and Games", "Clothing Shoes and Jewelry", "Toys and Games", "Office Products", "Toys and Games", "Sports and Outdoors", "Office Products", "Clothing Shoes and Jewelry", "Other", "Patio Lawn and Garden", "Books", "Arts Crafts and Sewing", "Pet Supplies", "Home and Kitchen", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Toys and Games", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Office Products", "Toys and Games", "Industrial and Scientific", "Arts Crafts and Sewing", "Pet Supplies", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Toys and Games", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Office Products", "Electronics", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Office Products", "Books", "Clothing Shoes and Jewelry", "Other", "Movies and TV", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a focus on Toys and Games, with initial reviews occurring within the first few weeks. As time progresses, there is a noticeable increase in reviews for Clothing Shoes and Jewelry, which becomes a dominant category, particularly in the later weeks. Office Products and Sports and Outdoors also appear consistently but cluster more around the middle of the timeline. Reviews for Books and Home and Kitchen emerge later in the sequence, particularly after the initial surge of Clothing Shoes and Jewelry reviews. Overall, the review activity shows a trend of increasing variety over time, with certain categories like Clothing Shoes and Jewelry receiving multiple reviews in close succession." }, { "dim_process": 18, "seq_idx": 1395, "seq_len": 48, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.5714285714285714, 1.8571428571428572, 2.0, 2.4285714285714284, 2.857142857142857, 3.142857142857143, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.0, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 7.0, 7.285714285714286, 8.714285714285714, 9.0, 9.142857142857142, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.571428571428571, 13.571428571428571, 14.0, 14.428571428571429, 14.714285714285714, 15.571428571428571, 16.714285714285715, 19.142857142857142, 19.428571428571427, 19.571428571428573, 19.857142857142858, 20.0, 21.571428571428573, 21.714285714285715, 23.714285714285715, 24.142857142857142, 24.571428571428573, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 2.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 1.1428571428571428, 2.4285714285714284, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 2.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857 ], "type_event": [ 10, 16, 16, 10, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 10, 10, 10, 10, 16, 16, 10, 11, 10, 16, 11, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Home and Kitchen", "Books", "Kindle Store", "Home and Kitchen", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a few entries in the Books category, followed by a significant cluster of reviews in the Kindle Store that dominates the timeline for several weeks. After a prolonged period of Kindle Store reviews, there is a resurgence of Books reviews around the 10-week mark, followed by a few entries in Home and Kitchen. The pattern then returns to a focus on the Kindle Store, with multiple reviews concentrated in the later weeks, indicating a sustained interest in that category over time. Overall, the Kindle Store reviews are predominant, particularly in the middle and later stages of the timeline." }, { "dim_process": 18, "seq_idx": 1396, "seq_len": 61, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 1.0, 1.4285714285714286, 1.8571428571428572, 2.2857142857142856, 2.7142857142857144, 3.0, 3.142857142857143, 4.0, 4.428571428571429, 4.571428571428571, 6.428571428571429, 6.714285714285714, 7.0, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.0, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.714285714285714, 11.857142857142858, 12.0, 12.285714285714286, 12.571428571428571, 13.0, 13.142857142857142, 13.285714285714286, 13.714285714285714, 14.142857142857142, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.142857142857142, 15.857142857142858, 16.142857142857142, 16.714285714285715, 16.857142857142858, 18.0, 18.142857142857142, 18.857142857142858, 19.142857142857142, 20.0, 21.857142857142858, 23.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 1.8571428571428572, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 1.8571428571428572, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user shows a consistent focus on the \"Books\" category throughout the entire timeframe. Reviews are predominantly clustered in the early weeks, with a steady frequency of submissions occurring up to week 20. After week 20, there is a noticeable decrease in the frequency of reviews, with only a few submissions occurring in the later weeks, indicating a shift in the review pattern over time. Overall, the user demonstrates a sustained engagement with books, particularly in the initial weeks of the sequence." }, { "dim_process": 18, "seq_idx": 1397, "seq_len": 73, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 3.0, 3.5714285714285716, 3.857142857142857, 4.0, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.0, 6.142857142857143, 6.428571428571429, 6.571428571428571, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 8.0, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.428571428571429, 10.0, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.714285714285714, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.714285714285714, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.0, 18.285714285714285, 18.428571428571427, 18.571428571428573, 18.857142857142858, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 3.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 13 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted over a span of approximately 22 weeks. The majority of reviews occur in the early weeks, with a gradual decline in frequency as time progresses. A notable shift occurs towards the end of the sequence, where a single review for \"Patio Lawn and Garden\" is submitted after an extended period of exclusively reviewing books, indicating a significant change in product category. Overall, the trend highlights a strong initial engagement with books, followed by a transition to a different category after a prolonged period." }, { "dim_process": 18, "seq_idx": 1398, "seq_len": 73, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.4285714285714286, 1.5714285714285714, 2.0, 2.0, 2.4285714285714284, 4.428571428571429, 4.428571428571429, 4.428571428571429, 5.285714285714286, 5.285714285714286, 5.428571428571429, 5.428571428571429, 5.428571428571429, 6.0, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.571428571428571, 6.714285714285714, 7.285714285714286, 7.428571428571429, 7.714285714285714, 7.714285714285714, 8.428571428571429, 9.428571428571429, 9.714285714285714, 10.285714285714286, 10.285714285714286, 11.0, 11.285714285714286, 11.428571428571429, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.285714285714286, 13.428571428571429, 13.714285714285714, 13.714285714285714, 13.714285714285714, 14.285714285714286, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.285714285714286, 15.428571428571429, 15.714285714285714, 16.428571428571427, 16.857142857142858, 17.0, 17.0, 17.0, 17.285714285714285, 17.428571428571427, 17.428571428571427, 18.285714285714285, 18.428571428571427, 19.285714285714285, 19.285714285714285, 20.428571428571427, 20.428571428571427, 20.571428571428573, 20.714285714285715, 21.428571428571427, 22.428571428571427, 23.285714285714285, 23.285714285714285, 23.428571428571427, 24.285714285714285, 24.714285714285715, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 2.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.7142857142857143, 1.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.0, 1.1428571428571428, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.8571428571428571, 0.0, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714 ], "type_event": [ 3, 14, 1, 14, 14, 7, 1, 14, 11, 1, 14, 1, 14, 14, 3, 1, 1, 14, 14, 14, 6, 1, 14, 14, 11, 8, 14, 14, 11, 14, 13, 14, 14, 14, 14, 14, 14, 14, 14, 13, 5, 15, 14, 1, 14, 13, 14, 14, 11, 14, 2, 5, 2, 11, 14, 14, 5, 14, 14, 6, 14, 11, 2, 14, 1, 14, 14, 14, 5, 14, 14, 5, 14 ], "type_text": [ "Arts Crafts and Sewing", "Movies and TV", "Tools and Home Improvement", "Movies and TV", "Movies and TV", "Grocery and Gourmet Food", "Tools and Home Improvement", "Movies and TV", "Home and Kitchen", "Tools and Home Improvement", "Movies and TV", "Tools and Home Improvement", "Movies and TV", "Movies and TV", "Arts Crafts and Sewing", "Tools and Home Improvement", "Tools and Home Improvement", "Movies and TV", "Movies and TV", "Movies and TV", "Industrial and Scientific", "Tools and Home Improvement", "Movies and TV", "Movies and TV", "Home and Kitchen", "Toys and Games", "Movies and TV", "Movies and TV", "Home and Kitchen", "Movies and TV", "Patio Lawn and Garden", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Patio Lawn and Garden", "Automotive", "Clothing Shoes and Jewelry", "Movies and TV", "Tools and Home Improvement", "Movies and TV", "Patio Lawn and Garden", "Movies and TV", "Movies and TV", "Home and Kitchen", "Movies and TV", "Pet Supplies", "Automotive", "Pet Supplies", "Home and Kitchen", "Movies and TV", "Movies and TV", "Automotive", "Movies and TV", "Movies and TV", "Industrial and Scientific", "Movies and TV", "Home and Kitchen", "Pet Supplies", "Movies and TV", "Tools and Home Improvement", "Movies and TV", "Movies and TV", "Movies and TV", "Automotive", "Movies and TV", "Movies and TV", "Automotive", "Movies and TV" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Arts Crafts and Sewing, Movies and TV, and Tools and Home Improvement, primarily clustered in the first few weeks. As time progresses, there is a noticeable trend towards an increasing frequency of reviews in the Movies and TV category, which becomes predominant from week 1 onward. Other categories, such as Tools and Home Improvement and Home and Kitchen, also appear regularly but are less frequent compared to Movies and TV. Towards the later weeks, additional categories like Automotive and Pet Supplies emerge, but the overall trend remains heavily skewed towards Movies and TV, with many reviews submitted in close succession during several weeks." }, { "dim_process": 18, "seq_idx": 1399, "seq_len": 46, "time_since_start": [ 0.0, 0.8571428571428571, 1.5714285714285714, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 3.0, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.428571428571429, 6.714285714285714, 7.142857142857143, 7.571428571428571, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 9.0, 9.428571428571429, 10.714285714285714, 11.0, 11.285714285714286, 11.857142857142858, 12.285714285714286, 12.571428571428571, 12.714285714285714, 13.571428571428571, 13.857142857142858, 14.857142857142858, 15.714285714285714, 16.142857142857142, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.428571428571427, 17.857142857142858, 17.857142857142858, 18.857142857142858, 19.428571428571427, 20.571428571428573, 21.142857142857142, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.7142857142857143, 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.2857142857142858, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 1.0, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.0, 1.0, 0.5714285714285714, 1.1428571428571428, 0.5714285714285714, 3.4285714285714284 ], "type_event": [ 10, 10, 8, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 11, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Home and Kitchen", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, which dominates the timeline with numerous entries occurring consistently from the start and continuing throughout the entire period. The first non-book review appears shortly after the initial entries, indicating a brief diversification into \"Toys and Games\" and later \"Home and Kitchen.\" However, the majority of reviews cluster heavily around the \"Books\" category, with only a few instances of other categories appearing at later points in the timeline. Overall, the pattern indicates a sustained interest in books, with other categories being secondary and less frequent." }, { "dim_process": 18, "seq_idx": 1400, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.5714285714285714, 2.5714285714285716, 2.857142857142857, 4.0, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.142857142857143, 6.857142857142857, 8.142857142857142, 9.142857142857142, 10.0, 10.285714285714286, 10.714285714285714, 10.857142857142858, 12.0, 12.142857142857142, 12.857142857142858, 13.285714285714286, 14.0, 14.142857142857142, 14.857142857142858, 15.285714285714286, 15.571428571428571, 16.285714285714285, 16.571428571428573, 17.0, 17.857142857142858, 18.714285714285715, 19.142857142857142, 19.857142857142858, 23.285714285714285, 23.714285714285715, 24.142857142857142, 25.142857142857142, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 1.0, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 1.0, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 3.4285714285714284, 0.42857142857142855, 0.42857142857142855, 1.0, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, with all entries falling within a continuous timeline. The reviews begin at week 0 and continue to be submitted consistently, with a notable concentration of activity in the earlier weeks, particularly between weeks 0 and 6. As time progresses, the frequency of reviews shows some variation, with clusters of submissions occurring at intervals, particularly around weeks 10, 14, and 19. Overall, the user maintains a steady pattern of reviewing books throughout the entire period, with no diversification into other product categories." }, { "dim_process": 18, "seq_idx": 1401, "seq_len": 43, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 2.5714285714285716, 2.857142857142857, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.285714285714286, 5.571428571428571, 6.285714285714286, 6.714285714285714, 7.142857142857143, 7.714285714285714, 8.0, 8.571428571428571, 9.0, 9.0, 9.0, 11.428571428571429, 12.0, 13.142857142857142, 13.285714285714286, 14.285714285714286, 15.0, 15.142857142857142, 15.714285714285714, 16.0, 16.142857142857142, 16.285714285714285, 17.0, 17.428571428571427, 17.857142857142858, 18.857142857142858, 21.0, 21.285714285714285, 21.571428571428573, 23.571428571428573, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.0, 0.0, 2.4285714285714284, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 1.0, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 1.0, 2.142857142857143, 0.2857142857142857, 0.2857142857142857, 2.0, 1.0 ], "type_event": [ 15, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 2, 9, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Clothing Shoes and Jewelry", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Pet Supplies", "Office Products", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a clear initial focus on clothing and jewelry, followed by a significant shift towards books and Kindle Store products. The reviews for books dominate the timeline, particularly after the first few weeks, with a notable clustering of reviews occurring between weeks 1 and 18. Kindle Store reviews appear intermittently throughout the sequence, often following clusters of book reviews, while other categories like pet supplies and office products are reviewed less frequently and primarily around week 9. Overall, the trend indicates a strong preference for books, with a gradual introduction of Kindle Store reviews over time." }, { "dim_process": 18, "seq_idx": 1402, "seq_len": 41, "time_since_start": [ 0.0, 0.0, 1.0, 1.5714285714285714, 1.8571428571428572, 3.857142857142857, 4.714285714285714, 5.428571428571429, 6.142857142857143, 7.0, 7.714285714285714, 8.0, 8.0, 8.285714285714286, 8.571428571428571, 8.571428571428571, 9.0, 10.285714285714286, 11.857142857142858, 11.857142857142858, 12.714285714285714, 13.0, 13.285714285714286, 13.428571428571429, 14.428571428571429, 14.857142857142858, 18.428571428571427, 18.428571428571427, 19.142857142857142, 19.285714285714285, 19.428571428571427, 19.857142857142858, 21.285714285714285, 22.142857142857142, 22.857142857142858, 23.142857142857142, 24.0, 24.857142857142858, 24.857142857142858, 24.857142857142858, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 1.0, 0.5714285714285714, 0.2857142857142857, 2.0, 0.8571428571428571, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 1.2857142857142858, 1.5714285714285714, 0.0, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.42857142857142855, 3.5714285714285716, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.0, 0.0, 0.0 ], "type_event": [ 0, 4, 4, 7, 14, 1, 4, 4, 1, 1, 17, 14, 10, 4, 14, 4, 1, 0, 11, 5, 1, 4, 1, 9, 8, 1, 0, 14, 14, 4, 5, 15, 4, 13, 1, 15, 4, 3, 9, 14, 4 ], "type_text": [ "Other", "Electronics", "Electronics", "Grocery and Gourmet Food", "Movies and TV", "Tools and Home Improvement", "Electronics", "Electronics", "Tools and Home Improvement", "Tools and Home Improvement", "Cell Phones and Accessories", "Movies and TV", "Books", "Electronics", "Movies and TV", "Electronics", "Tools and Home Improvement", "Other", "Home and Kitchen", "Automotive", "Tools and Home Improvement", "Electronics", "Tools and Home Improvement", "Office Products", "Toys and Games", "Tools and Home Improvement", "Other", "Movies and TV", "Movies and TV", "Electronics", "Automotive", "Clothing Shoes and Jewelry", "Electronics", "Patio Lawn and Garden", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Electronics", "Arts Crafts and Sewing", "Office Products", "Movies and TV", "Electronics" ], "description": "The sequence of product reviews begins with a focus on Electronics and Other categories in the initial weeks, followed by a gradual introduction of Grocery and Gourmet Food, Movies and TV, and Tools and Home Improvement. Over time, there is a notable clustering of reviews in the Tools and Home Improvement category, particularly around the 6 to 14-week mark. Electronics reviews appear consistently throughout the timeline, with some peaks occurring later, while Movies and TV reviews show a concentration around the 8 to 19-week period. Other categories such as Automotive, Clothing Shoes and Jewelry, and Office Products are introduced intermittently, with some appearing later in the sequence." }, { "dim_process": 18, "seq_idx": 1403, "seq_len": 44, "time_since_start": [ 0.0, 0.0, 1.4285714285714286, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.5714285714285716, 3.2857142857142856, 3.4285714285714284, 4.285714285714286, 5.0, 6.714285714285714, 7.285714285714286, 8.0, 8.0, 8.714285714285714, 9.285714285714286, 9.571428571428571, 11.714285714285714, 13.571428571428571, 13.571428571428571, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.857142857142858, 15.285714285714286, 15.571428571428571, 15.714285714285714, 16.285714285714285, 17.285714285714285, 17.428571428571427, 18.428571428571427, 18.428571428571427, 18.714285714285715, 19.285714285714285, 22.0, 22.142857142857142, 23.571428571428573, 23.571428571428573, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 1.4285714285714286, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 1.7142857142857142, 0.5714285714285714, 0.7142857142857143, 0.0, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 2.142857142857143, 1.8571428571428572, 0.0, 0.5714285714285714, 0.0, 0.0, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.0, 0.14285714285714285, 1.0, 0.0, 0.2857142857142857, 0.5714285714285714, 2.7142857142857144, 0.14285714285714285, 1.4285714285714286, 0.0, 0.0 ], "type_event": [ 15, 4, 7, 15, 14, 0, 10, 2, 3, 7, 14, 9, 7, 0, 11, 4, 14, 0, 14, 14, 0, 14, 11, 0, 14, 13, 11, 10, 14, 14, 14, 14, 14, 14, 13, 14, 15, 14, 14, 14, 14, 15, 5, 7 ], "type_text": [ "Clothing Shoes and Jewelry", "Electronics", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Movies and TV", "Other", "Books", "Pet Supplies", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Movies and TV", "Office Products", "Grocery and Gourmet Food", "Other", "Home and Kitchen", "Electronics", "Movies and TV", "Other", "Movies and TV", "Movies and TV", "Other", "Movies and TV", "Home and Kitchen", "Other", "Movies and TV", "Patio Lawn and Garden", "Home and Kitchen", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Patio Lawn and Garden", "Movies and TV", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Clothing Shoes and Jewelry", "Automotive", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews begins with categories such as Clothing Shoes and Jewelry and Electronics submitted early on, within the first week. A cluster of reviews occurs around the two-week mark, where multiple categories are represented, including Grocery and Gourmet Food, Movies and TV, and others. As time progresses, there is a notable concentration of reviews in the Movies and TV category, particularly from the eighth week onward, which continues to dominate the sequence. Other categories like Home and Kitchen and Patio Lawn and Garden appear later in the timeline, particularly around the 14-week mark, while reviews for Clothing Shoes and Jewelry and Grocery and Gourmet Food re-emerge towards the end of the sequence." }, { "dim_process": 18, "seq_idx": 1404, "seq_len": 44, "time_since_start": [ 0.0, 0.0, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 2.0, 2.0, 2.5714285714285716, 2.5714285714285716, 5.0, 5.0, 5.0, 5.0, 5.0, 6.571428571428571, 6.571428571428571, 6.571428571428571, 7.142857142857143, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.142857142857142, 11.0, 11.142857142857142, 11.714285714285714, 11.714285714285714, 12.428571428571429, 12.857142857142858, 13.714285714285714, 14.857142857142858, 16.0, 16.0, 16.0, 17.857142857142858, 17.857142857142858, 18.285714285714285, 20.714285714285715, 21.0, 21.0, 21.0, 22.714285714285715, 23.714285714285715, 23.714285714285715, 24.0 ], "time_since_last_event": [ 0.0, 0.0, 1.5714285714285714, 0.0, 0.0, 0.42857142857142855, 0.0, 0.5714285714285714, 0.0, 2.4285714285714284, 0.0, 0.0, 0.0, 0.0, 1.5714285714285714, 0.0, 0.0, 0.5714285714285714, 3.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.0, 0.7142857142857143, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 1.1428571428571428, 0.0, 0.0, 1.8571428571428572, 0.0, 0.42857142857142855, 2.4285714285714284, 0.2857142857142857, 0.0, 0.0, 1.7142857142857142, 1.0, 0.0, 0.2857142857142857 ], "type_event": [ 15, 10, 11, 15, 14, 12, 10, 9, 14, 10, 11, 7, 15, 8, 12, 8, 15, 12, 15, 16, 10, 4, 4, 4, 15, 10, 10, 15, 15, 15, 11, 4, 3, 15, 14, 11, 15, 8, 0, 15, 8, 4, 15, 12 ], "type_text": [ "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Movies and TV", "Sports and Outdoors", "Books", "Office Products", "Movies and TV", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Toys and Games", "Sports and Outdoors", "Toys and Games", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Kindle Store", "Books", "Electronics", "Electronics", "Electronics", "Clothing Shoes and Jewelry", "Books", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Electronics", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Movies and TV", "Home and Kitchen", "Clothing Shoes and Jewelry", "Toys and Games", "Other", "Clothing Shoes and Jewelry", "Toys and Games", "Electronics", "Clothing Shoes and Jewelry", "Sports and Outdoors" ], "description": "The sequence of product reviews shows a pattern where the user initially reviews categories like Clothing, Books, and Home and Kitchen within the first two weeks. As time progresses, there is a noticeable clustering of reviews around the Clothing Shoes and Jewelry category, which appears frequently throughout the timeline. Electronics and Toys and Games also emerge as significant categories in later weeks, with multiple reviews occurring in close succession. Overall, the reviews tend to accumulate more in the later weeks, particularly around the 10 to 24-week mark, indicating a sustained engagement with various product categories over time." }, { "dim_process": 18, "seq_idx": 1405, "seq_len": 152, "time_since_start": [ 0.0, 1.0, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 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"Other", "Office Products", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Other", "Other", "Home and Kitchen", "Movies and TV", "Sports and Outdoors", "Patio Lawn and Garden", "Toys and Games", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Automotive", "Other", "Electronics", "Arts Crafts and Sewing", "Other", "Pet Supplies", "Tools and Home Improvement", "Industrial and Scientific", "Books", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Automotive", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Books", "Clothing Shoes and Jewelry", "Pet Supplies", "Office Products", "Other", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Other", "Toys and Games", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Grocery and Gourmet Food", "Automotive", "Books", "Electronics", "Other", "Sports and Outdoors", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Other", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Movies and TV", "Other", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Home and Kitchen", "Sports and Outdoors", "Other", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Electronics", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Other", "Grocery and Gourmet Food", "Automotive", "Grocery and Gourmet Food", "Sports and Outdoors" ], "description": "The sequence of product reviews shows a clear predominance of the \"Books\" category, which appears consistently throughout the timeline, particularly in the early weeks and continuing at a high frequency. Other categories, such as \"Pet Supplies,\" \"Sports and Outdoors,\" and \"Grocery and Gourmet Food,\" appear more frequently in the initial weeks but are less consistent over time. There is a noticeable clustering of reviews in the first few weeks, with a gradual tapering off in the frequency of reviews as time progresses, although \"Books\" maintains a steady presence throughout. Additionally, several categories, including \"Other\" and \"Clothing Shoes and Jewelry,\" appear intermittently, indicating varied interests but with less frequency compared to \"Books.\"" }, { "dim_process": 18, "seq_idx": 1406, "seq_len": 57, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 1.2857142857142858, 1.2857142857142858, 1.5714285714285714, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.5714285714285716, 3.857142857142857, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 7.428571428571429, 7.714285714285714, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.0, 10.0, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.428571428571429, 11.428571428571429, 11.714285714285714, 14.428571428571429, 14.428571428571429, 16.285714285714285, 17.0, 18.0, 18.0, 20.0, 21.0, 21.571428571428573, 22.857142857142858, 23.857142857142858, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 2.7142857142857144, 0.0, 1.8571428571428572, 0.7142857142857143, 1.0, 0.0, 2.0, 1.0, 0.5714285714285714, 1.2857142857142858, 1.0, 0.2857142857142857 ], "type_event": [ 10, 16, 16, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 16, 10, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a mix of categories, with an early focus on Books and the Kindle Store. Over time, the user predominantly submits reviews for Books, which occur consistently throughout the timeline, often clustering in the earlier weeks. Reviews for the Kindle Store appear less frequently and tend to occur in specific intervals, particularly around the 4-week mark and again in later weeks, suggesting a pattern where Book reviews dominate the sequence. The frequency of Kindle Store reviews increases notably in the latter part of the timeline, indicating a shift in focus towards that category." }, { "dim_process": 18, "seq_idx": 1407, "seq_len": 53, "time_since_start": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.5714285714285714, 1.5714285714285714, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 4.142857142857143, 4.714285714285714, 5.714285714285714, 6.285714285714286, 6.857142857142857, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.428571428571429, 8.428571428571429, 9.0, 9.0, 9.285714285714286, 9.714285714285714, 10.0, 10.428571428571429, 10.857142857142858, 11.428571428571429, 12.0, 12.285714285714286, 12.857142857142858, 13.571428571428571, 13.714285714285714, 14.0, 14.142857142857142, 14.285714285714286, 14.714285714285714, 14.714285714285714, 15.142857142857142, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.0, 17.285714285714285, 18.0, 20.0, 20.714285714285715, 21.428571428571427, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.0, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.0, 0.5714285714285714, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 2.0, 0.7142857142857143, 0.7142857142857143, 3.142857142857143 ], "type_event": [ 10, 10, 17, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Cell Phones and Accessories", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, with a significant number of reviews submitted consistently throughout the timeline, particularly in the earlier weeks. Reviews for \"Kindle Store\" appear less frequently but tend to cluster around specific intervals, notably around the 1.57-week mark and again after the 17-week point. The \"Cell Phones and Accessories\" and \"Home and Kitchen\" categories are reviewed only once each, indicating they are less of a focus compared to books and Kindle products. Overall, the trend indicates a sustained interest in books, with Kindle reviews increasing in frequency over time." }, { "dim_process": 18, "seq_idx": 1408, "seq_len": 54, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.4285714285714284, 2.857142857142857, 3.142857142857143, 3.4285714285714284, 4.0, 4.142857142857143, 4.714285714285714, 5.428571428571429, 6.285714285714286, 6.428571428571429, 7.0, 7.571428571428571, 8.0, 8.285714285714286, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.428571428571429, 11.0, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 12.714285714285714, 13.0, 13.285714285714286, 14.0, 14.428571428571429, 14.714285714285714, 15.0, 16.0, 16.285714285714285, 16.428571428571427, 17.0, 17.857142857142858, 18.0, 20.857142857142858, 21.0, 22.0, 22.428571428571427, 23.428571428571427, 23.571428571428573, 24.142857142857142, 24.285714285714285, 25.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 2.857142857142857, 0.14285714285714285, 1.0, 0.42857142857142855, 1.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on books, with no other categories represented. Reviews are submitted at regular intervals, particularly clustered in the initial weeks, with a notable frequency of submissions in the first 18 weeks. After this period, there is a gradual decrease in the frequency of reviews, with submissions occurring less frequently as time progresses. Overall, the trend indicates a strong initial engagement with the product category that tapers off over time." }, { "dim_process": 18, "seq_idx": 1409, "seq_len": 41, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 2.2857142857142856, 2.857142857142857, 2.857142857142857, 2.857142857142857, 2.857142857142857, 3.0, 3.4285714285714284, 5.285714285714286, 5.285714285714286, 5.285714285714286, 7.0, 7.0, 7.0, 7.0, 7.0, 9.571428571428571, 9.571428571428571, 9.571428571428571, 9.571428571428571, 9.571428571428571, 9.571428571428571, 11.571428571428571, 11.857142857142858, 11.857142857142858, 13.428571428571429, 13.428571428571429, 14.714285714285714, 18.285714285714285, 18.285714285714285, 18.285714285714285, 21.0, 21.0, 21.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 1.4285714285714286, 0.5714285714285714, 0.0, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 1.8571428571428572, 0.0, 0.0, 1.7142857142857142, 0.0, 0.0, 0.0, 0.0, 2.5714285714285716, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.2857142857142857, 0.0, 1.5714285714285714, 0.0, 1.2857142857142858, 3.5714285714285716, 0.0, 0.0, 2.7142857142857144, 0.0, 0.0 ], "type_event": [ 15, 1, 7, 11, 15, 6, 3, 7, 2, 5, 10, 7, 13, 5, 7, 1, 5, 6, 12, 13, 5, 7, 6, 12, 7, 1, 5, 6, 17, 0, 5, 4, 5, 4, 4, 5, 12, 1, 11, 13, 1 ], "type_text": [ "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Pet Supplies", "Automotive", "Books", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Automotive", "Grocery and Gourmet Food", "Tools and Home Improvement", "Automotive", "Industrial and Scientific", "Sports and Outdoors", "Patio Lawn and Garden", "Automotive", "Grocery and Gourmet Food", "Industrial and Scientific", "Sports and Outdoors", "Grocery and Gourmet Food", "Tools and Home Improvement", "Automotive", "Industrial and Scientific", "Cell Phones and Accessories", "Other", "Automotive", "Electronics", "Automotive", "Electronics", "Electronics", "Automotive", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the first week, including Clothing, Tools, and Grocery. As time progresses, there is a noticeable clustering of reviews around Automotive and Grocery categories, particularly between the second and third weeks. Reviews for Sports and Outdoors appear later, around the seventh week, followed by a sustained focus on Automotive and Electronics in the subsequent weeks. Towards the end of the sequence, there is a return to categories like Home and Kitchen and Patio Lawn and Garden, indicating a varied interest over time." }, { "dim_process": 18, "seq_idx": 1410, "seq_len": 47, "time_since_start": [ 0.0, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 4.857142857142857, 4.857142857142857, 4.857142857142857, 4.857142857142857, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.571428571428571, 5.714285714285714, 6.428571428571429, 6.428571428571429, 6.571428571428571, 9.714285714285714, 9.714285714285714, 11.285714285714286, 11.285714285714286, 11.285714285714286, 11.285714285714286, 11.285714285714286, 18.142857142857142, 18.142857142857142, 18.142857142857142, 18.714285714285715, 18.714285714285715, 18.714285714285715, 19.0, 19.0, 19.0, 19.0, 19.285714285714285, 19.714285714285715, 19.714285714285715, 19.714285714285715, 19.714285714285715, 19.714285714285715, 20.285714285714285, 24.285714285714285, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 4.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 3.142857142857143, 0.0, 1.5714285714285714, 0.0, 0.0, 0.0, 0.0, 6.857142857142857, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 4.0, 0.0 ], "type_event": [ 1, 13, 3, 2, 17, 2, 1, 3, 11, 0, 0, 13, 9, 10, 3, 6, 11, 3, 3, 11, 2, 11, 13, 11, 8, 4, 3, 2, 15, 1, 2, 11, 6, 2, 5, 9, 2, 1, 0, 15, 0, 7, 3, 9, 7, 2, 17 ], "type_text": [ "Tools and Home Improvement", "Patio Lawn and Garden", "Arts Crafts and Sewing", "Pet Supplies", "Cell Phones and Accessories", "Pet Supplies", "Tools and Home Improvement", "Arts Crafts and Sewing", "Home and Kitchen", "Other", "Other", "Patio Lawn and Garden", "Office Products", "Books", "Arts Crafts and Sewing", "Industrial and Scientific", "Home and Kitchen", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Home and Kitchen", "Pet Supplies", "Home and Kitchen", "Patio Lawn and Garden", "Home and Kitchen", "Toys and Games", "Electronics", "Arts Crafts and Sewing", "Pet Supplies", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Pet Supplies", "Home and Kitchen", "Industrial and Scientific", "Pet Supplies", "Automotive", "Office Products", "Pet Supplies", "Tools and Home Improvement", "Other", "Clothing Shoes and Jewelry", "Other", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Office Products", "Grocery and Gourmet Food", "Pet Supplies", "Cell Phones and Accessories" ], "description": "The sequence of product reviews begins with a cluster of reviews across various categories occurring within the first week, particularly in Tools and Home Improvement, Patio Lawn and Garden, and Arts Crafts and Sewing. After a four-week gap, there is another cluster of reviews, predominantly in the same categories as before, alongside new entries in Home and Kitchen and Other. As time progresses, reviews continue to appear in clusters, with a notable increase in frequency around the 11 to 19-week mark, where categories like Home and Kitchen and Pet Supplies are frequently revisited. Towards the end of the sequence, reviews in Clothing Shoes and Jewelry, as well as Grocery and Gourmet Food, emerge, indicating a diversification of interests over time." }, { "dim_process": 18, "seq_idx": 1411, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 1.1428571428571428, 2.142857142857143, 2.7142857142857144, 2.7142857142857144, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.428571428571429, 5.142857142857143, 5.428571428571429, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.571428571428571, 12.857142857142858, 13.0, 14.285714285714286, 14.428571428571429, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.571428571428571, 15.857142857142858, 16.142857142857142, 19.285714285714285, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.0, 1.0, 0.5714285714285714, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 3.2857142857142856, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 3.142857142857143, 3.142857142857143 ], "type_event": [ 14, 14, 14, 14, 7, 14, 11, 14, 10, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 12, 14, 14, 14, 14 ], "type_text": [ "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Grocery and Gourmet Food", "Movies and TV", "Home and Kitchen", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Sports and Outdoors", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews begins with a strong focus on the \"Movies and TV\" category, which dominates the early weeks. There is a brief introduction of \"Grocery and Gourmet Food\" and \"Books\" reviews around the third week, but these are quickly followed by a resurgence of \"Movies and TV\" reviews. The pattern shows a consistent and frequent submission of \"Movies and TV\" reviews throughout the timeline, with a notable cluster of these reviews occurring between weeks 7 and 9. Towards the end of the sequence, there is a slight diversification with the addition of \"Sports and Outdoors\" reviews, but \"Movies and TV\" remains the predominant category throughout the entire period." }, { "dim_process": 18, "seq_idx": 1412, "seq_len": 66, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.2857142857142858, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.857142857142857, 5.0, 5.285714285714286, 5.285714285714286, 7.428571428571429, 7.428571428571429, 7.571428571428571, 11.428571428571429, 11.571428571428571, 11.571428571428571, 11.714285714285714, 11.714285714285714, 11.714285714285714, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 12.142857142857142, 12.428571428571429, 12.428571428571429, 12.857142857142858, 12.857142857142858, 12.857142857142858, 13.0, 13.142857142857142, 13.571428571428571, 13.571428571428571, 16.0, 16.0, 16.142857142857142, 16.428571428571427, 17.857142857142858, 17.857142857142858, 17.857142857142858, 18.428571428571427, 19.714285714285715, 20.285714285714285, 20.714285714285715, 20.857142857142858, 20.857142857142858, 21.0, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 1.8571428571428572, 0.0, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 1.0, 0.14285714285714285, 0.2857142857142857, 0.0, 2.142857142857143, 0.0, 0.14285714285714285, 3.857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 2.4285714285714284, 0.0, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.0, 0.0, 0.5714285714285714, 1.2857142857142858, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 1.5714285714285714 ], "type_event": [ 1, 9, 7, 11, 11, 4, 7, 15, 15, 7, 15, 7, 9, 11, 12, 9, 7, 6, 11, 12, 11, 7, 7, 12, 11, 3, 7, 7, 15, 15, 15, 11, 7, 15, 12, 11, 15, 3, 7, 9, 11, 11, 15, 0, 7, 10, 15, 7, 9, 9, 7, 3, 9, 11, 15, 13, 1, 8, 13, 7, 15, 15, 11, 15, 11, 15 ], "type_text": [ "Tools and Home Improvement", "Office Products", "Grocery and Gourmet Food", "Home and Kitchen", "Home and Kitchen", "Electronics", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Office Products", "Home and Kitchen", "Sports and Outdoors", "Office Products", "Grocery and Gourmet Food", "Industrial and Scientific", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Sports and Outdoors", "Home and Kitchen", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Office Products", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Grocery and Gourmet Food", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Office Products", "Office Products", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Office Products", "Home and Kitchen", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Tools and Home Improvement", "Toys and Games", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a diverse range of categories reviewed over time, with initial reviews clustered around Tools and Home Improvement, Office Products, and Grocery and Gourmet Food. As time progresses, there is a noticeable increase in reviews for Clothing Shoes and Jewelry, particularly after the first month. The reviews for Grocery and Gourmet Food also appear frequently throughout the sequence, with notable clusters around the 3-week and 11-week marks. Towards the later part of the timeline, there is a consistent focus on Clothing Shoes and Jewelry, while Home and Kitchen reviews continue to appear regularly." }, { "dim_process": 18, "seq_idx": 1413, "seq_len": 50, "time_since_start": [ 0.0, 0.7142857142857143, 1.0, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 2.2857142857142856, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 4.0, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.0, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 7.0, 7.428571428571429, 8.142857142857142, 8.571428571428571, 9.142857142857142, 9.285714285714286, 9.428571428571429, 10.142857142857142, 10.285714285714286, 10.857142857142858, 11.0, 11.571428571428571, 11.857142857142858, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 13.285714285714286, 14.428571428571429, 16.0, 16.571428571428573, 17.142857142857142, 18.0, 18.428571428571427, 19.0, 19.428571428571427, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 1.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 2.7142857142857144 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, with all entries falling within a continuous timeline. The reviews are submitted consistently over time, with a notable concentration of activity occurring in the earlier weeks, particularly within the first 12 weeks. As time progresses, the frequency of reviews appears to decrease slightly, with fewer reviews submitted in the later weeks, particularly after the 19-week mark. Overall, the trend indicates a sustained interest in books, with the majority of reviews clustered in the initial weeks of the sequence." }, { "dim_process": 18, "seq_idx": 1414, "seq_len": 51, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.142857142857143, 2.5714285714285716, 2.857142857142857, 3.2857142857142856, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.571428571428571, 4.857142857142857, 5.0, 5.142857142857143, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.714285714285714, 7.857142857142857, 9.0, 9.285714285714286, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.714285714285714, 12.0, 12.142857142857142, 12.857142857142858, 13.142857142857142, 13.714285714285714, 13.857142857142858, 17.142857142857142, 17.285714285714285, 17.714285714285715, 18.0, 18.142857142857142, 18.857142857142858, 19.142857142857142, 19.857142857142858, 22.857142857142858, 24.285714285714285, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 3.2857142857142856, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 3.0, 1.4285714285714286, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user primarily consists of reviews for books, with all entries categorized under this type. The reviews are clustered closely together in the initial weeks, with a high frequency of submissions occurring in the first 18 weeks. After this period, there is a noticeable decline in review frequency, with fewer submissions taking place in the subsequent weeks, particularly after the 19-week mark. Overall, the trend indicates a concentrated effort in the early stages, followed by a significant reduction in activity over time." }, { "dim_process": 18, "seq_idx": 1415, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.0, 1.0, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 1.8571428571428572, 2.0, 2.0, 2.0, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.857142857142857, 2.857142857142857, 3.0, 3.4285714285714284, 3.857142857142857, 4.571428571428571, 4.571428571428571, 5.0, 5.0, 5.0, 6.285714285714286, 7.714285714285714, 8.428571428571429, 8.428571428571429, 8.428571428571429, 9.285714285714286, 11.142857142857142, 12.714285714285714, 19.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.0, 0.42857142857142855, 0.0, 0.0, 1.2857142857142858, 1.4285714285714286, 0.7142857142857143, 0.0, 0.0, 0.8571428571428571, 1.8571428571428572, 1.5714285714285714, 6.428571428571429 ], "type_event": [ 12, 10, 1, 12, 8, 17, 10, 8, 11, 11, 15, 11, 10, 17, 11, 8, 11, 8, 11, 10, 15, 11, 10, 10, 11, 8, 8, 11, 10, 8, 12, 13, 11, 11, 3, 5, 9, 7, 9, 0, 3, 11 ], "type_text": [ "Sports and Outdoors", "Books", "Tools and Home Improvement", "Sports and Outdoors", "Toys and Games", "Cell Phones and Accessories", "Books", "Toys and Games", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Cell Phones and Accessories", "Home and Kitchen", "Toys and Games", "Home and Kitchen", "Toys and Games", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Books", "Home and Kitchen", "Toys and Games", "Toys and Games", "Home and Kitchen", "Books", "Toys and Games", "Sports and Outdoors", "Patio Lawn and Garden", "Home and Kitchen", "Home and Kitchen", "Arts Crafts and Sewing", "Automotive", "Office Products", "Grocery and Gourmet Food", "Office Products", "Other", "Arts Crafts and Sewing", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a cluster of reviews in the Sports and Outdoors and Books categories at the start. As time progresses, there is a notable increase in reviews for Home and Kitchen, which becomes a dominant category around the one-week mark and continues to receive attention throughout the sequence. Toys and Games also show a consistent presence, particularly in the early weeks, while reviews for Clothing Shoes and Jewelry emerge intermittently. Later in the sequence, categories such as Arts Crafts and Sewing, Automotive, and Office Products appear, indicating a diversification of interests over time, with a significant gap before the final review for Home and Kitchen. Overall, the pattern suggests a shift from a focus on a few categories to a broader range as time advances." }, { "dim_process": 18, "seq_idx": 1416, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.0, 1.7142857142857142, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.0, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.714285714285714, 4.714285714285714, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.285714285714286, 8.0, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.285714285714286, 10.428571428571429, 10.714285714285714, 10.714285714285714, 11.0, 11.571428571428571, 12.428571428571429, 17.285714285714285, 18.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.7142857142857142, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 4.857142857142857, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which is consistently reviewed throughout the timeline, especially in the initial weeks. The reviews for \"Kindle Store\" appear sporadically, primarily clustered around the 4-week mark and again at the 17-week mark. There is a notable concentration of reviews within the first 12 weeks, with a gradual decrease in frequency as time progresses. Overall, the majority of reviews are concentrated in the early part of the sequence, with fewer entries occurring later on." }, { "dim_process": 18, "seq_idx": 1417, "seq_len": 63, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 1.2857142857142858, 2.142857142857143, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 4.142857142857143, 4.142857142857143, 4.428571428571429, 5.0, 5.142857142857143, 5.142857142857143, 5.571428571428571, 6.0, 6.142857142857143, 6.571428571428571, 7.428571428571429, 8.0, 8.142857142857142, 8.428571428571429, 9.0, 9.142857142857142, 9.428571428571429, 10.0, 10.428571428571429, 10.571428571428571, 11.142857142857142, 11.428571428571429, 11.571428571428571, 12.0, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.428571428571429, 14.571428571428571, 15.142857142857142, 15.285714285714286, 15.428571428571429, 16.142857142857142, 16.142857142857142, 16.428571428571427, 16.571428571428573, 17.0, 17.142857142857142, 18.0, 18.142857142857142, 19.571428571428573, 21.142857142857142, 22.142857142857142, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 1.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.4285714285714286, 1.5714285714285714, 1.0, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over a lengthy period, particularly in the earlier weeks. There is a notable cluster of \"Books\" reviews occurring in the first 16 weeks, with a few instances of reviews in the \"Other\" and \"Home and Kitchen\" categories appearing around the 4-week and 5-week marks, respectively. After week 16, the frequency of \"Books\" reviews continues, maintaining a steady pattern without significant shifts in category focus. Overall, the user primarily engages with \"Books,\" with minimal diversification into other categories occurring intermittently." }, { "dim_process": 18, "seq_idx": 1418, "seq_len": 83, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.0, 1.5714285714285714, 1.7142857142857142, 2.4285714285714284, 2.4285714285714284, 2.857142857142857, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.428571428571429, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.428571428571429, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.142857142857142, 10.571428571428571, 11.142857142857142, 11.428571428571429, 11.428571428571429, 11.571428571428571, 11.571428571428571, 11.714285714285714, 12.0, 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0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 2.5714285714285716, 0.0, 1.7142857142857142, 0.2857142857142857 ], "type_event": [ 10, 10, 11, 11, 10, 10, 9, 10, 6, 11, 7, 8, 11, 1, 9, 10, 11, 8, 10, 9, 11, 9, 9, 9, 11, 9, 10, 10, 10, 12, 10, 10, 3, 10, 12, 7, 10, 10, 11, 10, 11, 10, 10, 10, 11, 10, 10, 10, 10, 8, 10, 10, 0, 10, 8, 10, 15, 11, 10, 10, 12, 10, 0, 10, 8, 2, 3, 0, 11, 3, 9, 13, 10, 11, 2, 15, 10, 12, 3, 15, 4, 11, 0 ], "type_text": [ "Books", "Books", "Home and Kitchen", "Home and Kitchen", "Books", "Books", "Office Products", "Books", "Industrial and Scientific", "Home and Kitchen", "Grocery and Gourmet Food", "Toys and Games", "Home and Kitchen", "Tools and Home Improvement", "Office Products", "Books", "Home and Kitchen", "Toys and Games", "Books", "Office Products", "Home and Kitchen", "Office Products", "Office Products", "Office Products", "Home and Kitchen", "Office Products", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Arts Crafts and Sewing", "Books", "Sports and Outdoors", "Grocery and Gourmet Food", "Books", "Books", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Other", "Books", "Toys and Games", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Books", "Sports and Outdoors", "Books", "Other", "Books", "Toys and Games", "Pet Supplies", "Arts Crafts and Sewing", "Other", "Home and Kitchen", "Arts Crafts and Sewing", "Office Products", "Patio Lawn and Garden", "Books", "Home and Kitchen", "Pet Supplies", "Clothing Shoes and Jewelry", "Books", "Sports and Outdoors", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Electronics", "Home and Kitchen", "Other" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which appears frequently throughout the timeline, particularly in the initial weeks and again in later periods. The \"Home and Kitchen\" category also features prominently, with multiple reviews clustered around the early and later weeks. Other categories such as \"Office Products,\" \"Toys and Games,\" and \"Sports and Outdoors\" appear intermittently, often following or overlapping the reviews for books. There is a noticeable increase in diversity of categories around the mid-point of the timeline, with several different categories being reviewed in close succession. Overall, the pattern indicates a strong preference for books, with other categories emerging at various points but not as consistently." }, { "dim_process": 18, "seq_idx": 1419, "seq_len": 48, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.857142857142857, 2.857142857142857, 2.857142857142857, 2.857142857142857, 2.857142857142857, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 5.857142857142857, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.428571428571429, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.142857142857142, 17.714285714285715, 17.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.857142857142857, 0.0, 0.0, 0.0, 0.0, 2.2857142857142856, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.7142857142857144, 0.0, 0.0, 0.0, 0.0, 8.571428571428571, 0.0 ], "type_event": [ 1, 10, 9, 12, 11, 4, 15, 2, 16, 12, 14, 8, 6, 4, 16, 15, 4, 14, 0, 3, 1, 10, 1, 9, 16, 12, 0, 2, 4, 8, 10, 11, 9, 16, 7, 0, 5, 4, 0, 10, 17, 10, 14, 4, 16, 0, 9, 4 ], "type_text": [ "Tools and Home Improvement", "Books", "Office Products", "Sports and Outdoors", "Home and Kitchen", "Electronics", "Clothing Shoes and Jewelry", "Pet Supplies", "Kindle Store", "Sports and Outdoors", "Movies and TV", "Toys and Games", "Industrial and Scientific", "Electronics", "Kindle Store", "Clothing Shoes and Jewelry", "Electronics", "Movies and TV", "Other", "Arts Crafts and Sewing", "Tools and Home Improvement", "Books", "Tools and Home Improvement", "Office Products", "Kindle Store", "Sports and Outdoors", "Other", "Pet Supplies", "Electronics", "Toys and Games", "Books", "Home and Kitchen", "Office Products", "Kindle Store", "Grocery and Gourmet Food", "Other", "Automotive", "Electronics", "Other", "Books", "Cell Phones and Accessories", "Books", "Movies and TV", "Electronics", "Kindle Store", "Other", "Office Products", "Electronics" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted at the same initial timestamp, primarily featuring Tools and Home Improvement, Books, and Electronics. After a period of approximately three weeks, there is a cluster of reviews across various categories, including Sports and Outdoors and Movies and TV. Following this, around five weeks later, a significant number of reviews are submitted again, with a notable increase in the variety of categories, including Arts Crafts and Sewing and Grocery and Gourmet Food. As time progresses, the reviews continue to show a mix of categories, with a resurgence in Books and Electronics occurring around nine weeks in. Finally, there is a long gap before additional reviews are submitted, focusing again on Office Products and Electronics." }, { "dim_process": 18, "seq_idx": 1420, "seq_len": 40, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 1.0, 1.0, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 3.2857142857142856, 3.4285714285714284, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.714285714285714, 9.428571428571429, 10.285714285714286, 11.142857142857142, 11.857142857142858, 11.857142857142858, 12.285714285714286, 13.0, 13.0, 13.285714285714286, 14.428571428571429, 15.571428571428571, 16.142857142857142, 16.571428571428573, 17.0, 17.714285714285715, 22.571428571428573, 22.714285714285715, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 2.0, 0.14285714285714285, 4.285714285714286, 0.14285714285714285, 0.0, 0.8571428571428571, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 0.7142857142857143, 0.0, 0.42857142857142855, 0.7142857142857143, 0.0, 0.2857142857142857, 1.1428571428571428, 1.1428571428571428, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 4.857142857142857, 0.14285714285714285, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 11, 13, 10, 16, 15, 13, 12, 11, 17, 8, 10, 0, 10, 11, 10, 10, 2, 10, 10, 10, 10, 16, 10, 15, 10, 2, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Home and Kitchen", "Patio Lawn and Garden", "Books", "Kindle Store", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Sports and Outdoors", "Home and Kitchen", "Cell Phones and Accessories", "Toys and Games", "Books", "Other", "Books", "Home and Kitchen", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a strong initial focus on the \"Books\" category, with multiple entries occurring within the first few weeks. As time progresses, there is a noticeable diversification into other categories, such as \"Home and Kitchen,\" \"Patio Lawn and Garden,\" and \"Clothing Shoes and Jewelry,\" around the one-week mark. However, the \"Books\" category remains consistently prominent throughout the timeline, with clusters of reviews appearing at various intervals, particularly around the 7 to 17-week range. Additionally, reviews for the \"Kindle Store\" appear later in the sequence, indicating a shift back to digital book formats after several weeks of varied product reviews." }, { "dim_process": 18, "seq_idx": 1421, "seq_len": 96, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 1.1428571428571428, 1.7142857142857142, 2.0, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.714285714285714, 6.0, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.571428571428571, 7.714285714285714, 7.714285714285714, 7.857142857142857, 8.0, 8.571428571428571, 8.857142857142858, 8.857142857142858, 9.0, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.571428571428571, 10.714285714285714, 11.428571428571429, 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10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted over time. The reviews primarily cluster in the earlier weeks, with only a few instances of \"Kindle Store\" reviews interspersed throughout the timeline. Notably, the \"Kindle Store\" reviews tend to occur less frequently and primarily in the later weeks of the sequence, suggesting a shift in focus or interest as time progresses. Overall, the majority of reviews are concentrated in the \"Books\" category, with a gradual introduction of \"Kindle Store\" reviews towards the end of the timeline." }, { "dim_process": 18, "seq_idx": 1422, "seq_len": 92, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.428571428571429, 5.0, 5.142857142857143, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.0, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.857142857142858, 10.0, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 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0.2857142857142857, 1.1428571428571428, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 1.4285714285714286, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time, particularly in the initial weeks. Reviews for \"Books\" are clustered heavily in the first 24 weeks, with only occasional entries for the \"Kindle Store\" interspersed throughout. Notably, the reviews for \"Kindle Store\" begin to appear more frequently after the 7-week mark and continue to occur alongside \"Books\" reviews, indicating a gradual increase in diversity of review categories as time progresses. The overall trend indicates a strong initial emphasis on \"Books,\" with a gradual introduction of \"Kindle Store\" reviews over the course of the sequence." }, { "dim_process": 18, "seq_idx": 1423, "seq_len": 65, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 1.0, 1.4285714285714286, 1.8571428571428572, 2.4285714285714284, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.0, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.571428571428571, 6.0, 6.285714285714286, 6.428571428571429, 6.857142857142857, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.0, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.0, 10.0, 10.142857142857142, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.857142857142858, 13.0, 13.571428571428571, 14.0, 14.285714285714286, 14.285714285714286, 15.0, 15.142857142857142, 15.571428571428571, 15.857142857142858, 17.142857142857142, 17.428571428571427, 18.0, 18.714285714285715, 19.0, 19.142857142857142, 20.428571428571427, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 1.1428571428571428, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.0, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 3.0 ], "type_event": [ 10, 2, 16, 10, 11, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 2, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 14, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 2 ], "type_text": [ "Books", "Pet Supplies", "Kindle Store", "Books", "Home and Kitchen", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Pet Supplies" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, which appears consistently throughout the timeline, particularly in the early weeks and continuing at a steady pace. The \"Kindle Store\" reviews are clustered in the initial weeks, with a noticeable presence at various intervals, particularly around the 0.57 to 3.71 week range and again toward the end of the sequence. The \"Pet Supplies\" category appears only twice, both at the 9.43 week mark and again at 23.43 weeks, indicating a less frequent engagement compared to books. The \"Movies and TV\" category is mentioned once at the 14.29 week mark, suggesting it is a less prioritized category for the user. Overall, the pattern indicates a predominant interest in books, with other categories appearing intermittently." }, { "dim_process": 18, "seq_idx": 1424, "seq_len": 50, "time_since_start": [ 0.0, 0.14285714285714285, 1.1428571428571428, 1.1428571428571428, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 3.142857142857143, 3.5714285714285716, 3.857142857142857, 4.0, 4.428571428571429, 4.857142857142857, 5.0, 5.714285714285714, 6.0, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.428571428571429, 7.714285714285714, 8.0, 9.142857142857142, 9.428571428571429, 9.714285714285714, 10.0, 10.571428571428571, 10.857142857142858, 11.0, 11.428571428571429, 11.571428571428571, 12.0, 12.571428571428571, 13.0, 13.285714285714286, 13.857142857142858, 14.428571428571429, 14.428571428571429, 14.714285714285714, 15.0, 15.714285714285714, 16.0, 16.571428571428573, 16.857142857142858, 17.0, 17.142857142857142, 18.714285714285715, 23.142857142857142, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.0, 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.0, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 4.428571428571429, 1.5714285714285714 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with a consistent pattern of reviews submitted at regular intervals over time. The earliest reviews begin within the first week and continue to cluster heavily around the first 18 weeks, with a notable increase in frequency during this period. After approximately 18 weeks, there is a slight shift, with fewer reviews submitted, and the introduction of reviews for \"Electronics\" and \"Office Products\" occurs around the 14-week mark. Overall, the trend shows a strong focus on book reviews early on, with a gradual tapering off and diversification into other categories later in the sequence." }, { "dim_process": 18, "seq_idx": 1425, "seq_len": 56, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.2857142857142858, 2.7142857142857144, 3.0, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 5.285714285714286, 5.714285714285714, 5.714285714285714, 6.142857142857143, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 9.0, 9.142857142857142, 9.285714285714286, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.0, 11.285714285714286, 11.857142857142858, 12.428571428571429, 12.714285714285714, 13.285714285714286, 14.142857142857142, 14.285714285714286, 14.714285714285714, 15.142857142857142, 15.285714285714286, 15.714285714285714, 15.857142857142858, 16.0, 16.571428571428573, 16.857142857142858, 17.0, 17.285714285714285, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.571428571428573, 18.714285714285715, 19.142857142857142, 20.0, 20.714285714285715, 21.142857142857142, 21.428571428571427, 21.571428571428573, 22.857142857142858, 23.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.4285714285714286, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.0, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285 ], "type_event": [ 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 11, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Home and Kitchen", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews clustered in the early to mid-period of the timeline. The user begins with reviews in the \"Kindle Store\" and \"Books\" categories, but as time progresses, there is a noticeable increase in the frequency of \"Books\" reviews, particularly between weeks 3 and 18. The \"Kindle Store\" reviews occur intermittently, primarily at the beginning, mid, and towards the end of the timeline, suggesting a pattern of occasional engagement with that category amidst a consistent focus on books. Overall, the trend indicates a strong preference for reviewing books over time, with the \"Kindle Store\" reviews serving as supplementary entries." }, { "dim_process": 18, "seq_idx": 1426, "seq_len": 60, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 3.7142857142857144, 3.857142857142857, 4.285714285714286, 4.428571428571429, 5.142857142857143, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.285714285714286, 7.714285714285714, 7.714285714285714, 7.857142857142857, 8.0, 8.285714285714286, 8.714285714285714, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.571428571428571, 11.0, 11.0, 11.285714285714286, 11.714285714285714, 12.142857142857142, 12.428571428571429, 13.285714285714286, 13.571428571428571, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.571428571428571, 16.0, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 17.285714285714285, 17.714285714285715, 17.857142857142858, 17.857142857142858, 18.714285714285715, 21.0, 21.714285714285715, 23.142857142857142, 23.714285714285715, 23.857142857142858, 24.428571428571427, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 2.857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.8571428571428571, 2.2857142857142856, 0.7142857142857143, 1.4285714285714286, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 9, 9, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Office Products", "Office Products", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs frequently throughout the timeline, particularly in the earlier weeks. The reviews for \"Kindle Store\" appear less frequently but tend to cluster around specific intervals, notably after several reviews of books. The \"Office Products\" category is introduced later in the sequence, indicating a shift in the user's review focus. Overall, the pattern reveals a sustained interest in books, with occasional reviews for the Kindle Store and a later introduction of office products." }, { "dim_process": 18, "seq_idx": 1427, "seq_len": 43, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 3.2857142857142856, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.0, 5.571428571428571, 5.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 8.142857142857142, 10.0, 10.142857142857142, 10.571428571428571, 11.285714285714286, 11.428571428571429, 11.714285714285714, 12.142857142857142, 12.428571428571429, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.857142857142858, 15.285714285714286, 15.571428571428571, 16.0, 16.857142857142858, 17.714285714285715, 17.857142857142858, 18.285714285714285, 19.142857142857142, 19.285714285714285, 19.571428571428573, 20.142857142857142, 20.714285714285715, 21.285714285714285, 23.285714285714285, 24.428571428571427, 25.0 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 2.2857142857142856, 1.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.8571428571428572, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 2.0, 1.1428571428571428, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly clustered within the first 25 weeks. Most reviews are submitted in the early weeks, particularly between weeks 0 and 20, with a noticeable peak in activity around weeks 10 to 20. The only deviation from the \"Books\" category occurs at week 24, when a review for the \"Kindle Store\" is submitted, before returning to \"Books\" at week 25. Overall, the trend indicates a strong and sustained engagement with books throughout the observed period." }, { "dim_process": 18, "seq_idx": 1428, "seq_len": 48, "time_since_start": [ 0.0, 0.14285714285714285, 1.4285714285714286, 4.571428571428571, 4.714285714285714, 6.0, 6.285714285714286, 6.428571428571429, 6.571428571428571, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.428571428571429, 9.0, 9.142857142857142, 10.0, 10.142857142857142, 11.142857142857142, 11.285714285714286, 11.428571428571429, 12.142857142857142, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.857142857142858, 18.285714285714285, 19.285714285714285, 19.428571428571427, 19.714285714285715, 19.857142857142858, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.2857142857142858, 3.142857142857143, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 2.2857142857142856 ], "type_event": [ 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 0, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 5, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14 ], "type_text": [ "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Other", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Automotive", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews shows a predominant focus on the \"Movies and TV\" category, with the majority of reviews submitted consistently over time. Initial reviews appear clustered within the first few weeks, with a notable increase in frequency around the 10 to 14-week mark. After a brief mention of \"Other\" and \"Automotive\" categories, the user returns to reviewing \"Movies and TV,\" which continues to dominate the sequence. The reviews maintain a steady pace throughout the timeline, with no significant gaps in the submission of \"Movies and TV\" reviews." }, { "dim_process": 18, "seq_idx": 1429, "seq_len": 59, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.2857142857142856, 2.857142857142857, 3.0, 3.5714285714285716, 3.857142857142857, 4.0, 4.285714285714286, 4.714285714285714, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 6.285714285714286, 7.0, 7.571428571428571, 8.0, 9.0, 9.428571428571429, 9.857142857142858, 10.285714285714286, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 12.0, 12.285714285714286, 12.857142857142858, 13.0, 13.142857142857142, 14.0, 14.285714285714286, 15.0, 16.0, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.0, 17.285714285714285, 17.428571428571427, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 19.0, 20.0, 20.571428571428573, 21.285714285714285, 22.142857142857142, 23.0, 23.857142857142858, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 1.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 1.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews in the \"Books\" category, submitted consistently over a period of time. The reviews begin at week 0 and continue to be submitted at regular intervals, with the frequency of reviews appearing to cluster in the earlier weeks. As time progresses, the intervals between reviews remain relatively consistent, indicating a sustained engagement with the product category throughout the entire timeline. There are no shifts in category or significant gaps in submission, demonstrating a continuous focus on books." }, { "dim_process": 18, "seq_idx": 1430, "seq_len": 47, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.0, 3.2857142857142856, 4.0, 4.571428571428571, 5.0, 5.142857142857143, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.714285714285714, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.0, 10.142857142857142, 10.857142857142858, 11.0, 11.285714285714286, 11.571428571428571, 13.0, 13.571428571428571 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of the user submitting reviews primarily in the \"Books\" category over an extended period. All reviews are concentrated within the first 14 weeks, with the majority occurring in the initial weeks. There is a notable clustering of reviews in the early weeks, with a gradual decrease in frequency as time progresses, culminating in a few reviews submitted later in the sequence. Overall, the trend indicates a sustained interest in books, with no diversification into other categories during the observed timeframe." }, { "dim_process": 18, "seq_idx": 1431, "seq_len": 49, "time_since_start": [ 0.0, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.0, 2.0, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.2857142857142856, 4.857142857142857, 5.428571428571429, 5.857142857142857, 6.571428571428571, 7.0, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.857142857142858, 11.0, 11.142857142857142, 12.285714285714286, 12.714285714285714, 13.0, 13.142857142857142, 13.857142857142858, 14.285714285714286, 15.428571428571429, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.857142857142858, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.714285714285715, 22.571428571428573, 23.857142857142858, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.0, 1.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 1.1428571428571428, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 3.857142857142857, 1.2857142857142858, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 2, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 5, 10, 10, 16, 16, 16, 10, 4, 2, 1 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Automotive", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Electronics", "Pet Supplies", "Tools and Home Improvement" ], "description": "The sequence of product reviews begins with a strong focus on Books, which dominate the early weeks. After a few weeks, there is a notable introduction of reviews for Pet Supplies, followed by a shift to the Kindle Store, which sees multiple reviews clustered together around the 7-week mark. As time progresses, Books continue to be reviewed consistently, with several reviews occurring at regular intervals, while the Kindle Store reviews also maintain a presence. Toward the end of the sequence, there is a diversification into categories such as Automotive, Electronics, and Tools and Home Improvement, indicating a gradual expansion of interests beyond Books and Kindle Store products." }, { "dim_process": 18, "seq_idx": 1432, "seq_len": 72, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 1.0, 1.1428571428571428, 1.5714285714285714, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.0, 6.142857142857143, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.571428571428571, 9.714285714285714, 10.0, 10.428571428571429, 11.142857142857142, 12.0, 12.142857142857142, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.571428571428571, 12.857142857142858, 13.428571428571429, 13.714285714285714, 14.0, 14.142857142857142, 14.142857142857142, 14.571428571428571, 14.571428571428571, 15.428571428571429, 15.571428571428571, 15.714285714285714, 15.857142857142858, 15.857142857142858, 16.0, 16.285714285714285, 16.428571428571427, 17.428571428571427, 17.571428571428573, 19.142857142857142, 19.571428571428573, 21.142857142857142, 22.285714285714285, 22.857142857142858, 24.0, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 1.5714285714285714, 0.42857142857142855, 1.5714285714285714, 1.1428571428571428, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted within the first 24 weeks. Initial reviews are predominantly for \"Books,\" with a few early entries for the \"Kindle Store.\" As time progresses, there are occasional clusters of reviews for the \"Kindle Store\" interspersed among the ongoing submissions for \"Books,\" particularly around weeks 12 and 14. The frequency of reviews remains high throughout the timeline, with no significant gaps in the submission of \"Books\" reviews, while \"Kindle Store\" reviews appear less frequently but still contribute to the overall pattern." }, { "dim_process": 18, "seq_idx": 1433, "seq_len": 42, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 2.4285714285714284, 2.7142857142857144, 3.0, 3.5714285714285716, 3.857142857142857, 4.428571428571429, 4.714285714285714, 5.857142857142857, 6.0, 7.0, 7.285714285714286, 7.714285714285714, 8.0, 8.285714285714286, 8.714285714285714, 9.0, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.0, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.571428571428571, 13.285714285714286, 13.428571428571429, 15.0, 15.285714285714286, 15.571428571428571, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.428571428571427, 17.857142857142858, 19.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 1.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.7142857142857142, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 13, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with the majority of reviews submitted consistently over a period of time. The first review in the \"Patio Lawn and Garden\" category occurs after several weeks of exclusively reviewing books, indicating a brief diversification. Overall, the reviews are heavily clustered around the \"Books\" category, with only one instance of a different category appearing relatively early in the sequence, while the frequency of book reviews continues throughout the entire timeline." }, { "dim_process": 18, "seq_idx": 1434, "seq_len": 101, "time_since_start": [ 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 2.2857142857142856, 2.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.857142857142857, 4.857142857142857, 4.857142857142857, 5.0, 5.0, 5.0, 5.0, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.285714285714286, 5.285714285714286, 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and Kitchen", "Movies and TV", "Office Products", "Sports and Outdoors", "Industrial and Scientific", "Office Products", "Electronics", "Movies and TV", "Electronics", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Electronics", "Movies and TV", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Books", "Sports and Outdoors", "Grocery and Gourmet Food", "Other", "Home and Kitchen", "Movies and TV", "Grocery and Gourmet Food", "Other", "Books", "Sports and Outdoors", "Books", "Other", "Grocery and Gourmet Food", "Other", "Patio Lawn and Garden", "Movies and TV", "Movies and TV", "Grocery and Gourmet Food", "Other", "Home and Kitchen", "Other", "Automotive", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Automotive", "Books", "Sports and Outdoors", "Patio Lawn and Garden", "Books", "Other", "Movies and TV", "Grocery and Gourmet Food", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Books", "Other", "Grocery and Gourmet Food", "Electronics", "Pet Supplies", "Clothing Shoes and Jewelry", "Movies and TV", "Books", "Books", "Movies and TV", "Patio Lawn and Garden", "Books", "Patio Lawn and Garden", "Industrial and Scientific", "Books", "Toys and Games", "Movies and TV", "Books", "Industrial and Scientific", "Toys and Games", "Arts Crafts and Sewing", "Books", "Office Products", "Arts Crafts and Sewing", "Toys and Games", "Office Products", "Movies and TV", "Toys and Games", "Books", "Patio Lawn and Garden", "Patio Lawn and Garden", "Industrial and Scientific", "Tools and Home Improvement", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with a focus on Books and Movies and TV, with multiple entries in these categories occurring early on. As time progresses, there is a noticeable expansion into various categories, including Electronics, Grocery and Gourmet Food, and Clothing Shoes and Jewelry, particularly around the 5-week mark. Reviews for Movies and TV continue to be frequent throughout the sequence, while other categories like Sports and Outdoors, Patio Lawn and Garden, and Industrial and Scientific appear more prominently in the later weeks. Overall, the review patterns show a gradual diversification of categories over time, with certain types clustering around specific periods." }, { "dim_process": 18, "seq_idx": 1435, "seq_len": 40, "time_since_start": [ 0.0, 1.8571428571428572, 3.5714285714285716, 3.857142857142857, 4.857142857142857, 5.857142857142857, 7.285714285714286, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.0, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.285714285714286, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.714285714285714, 13.285714285714286, 13.428571428571429, 14.142857142857142, 14.857142857142858, 15.0, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.285714285714285, 17.285714285714285, 17.428571428571427, 18.142857142857142, 18.285714285714285, 18.714285714285715, 19.142857142857142, 20.142857142857142, 20.714285714285715, 20.857142857142858, 23.428571428571427, 24.0, 24.571428571428573 ], "time_since_last_event": [ 0.0, 1.8571428571428572, 1.7142857142857142, 0.2857142857142857, 1.0, 1.0, 1.4285714285714286, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.0, 0.5714285714285714, 0.14285714285714285, 2.5714285714285716, 0.5714285714285714, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews in the \"Books\" category, indicating a consistent focus on this type of product. The reviews are submitted over a span of time, with the earliest reviews occurring shortly after the start of the timeline and continuing steadily through the weeks. There is a noticeable clustering of reviews in the initial weeks, with a gradual increase in frequency as time progresses, particularly evident in the later weeks where reviews become more frequent. Overall, the pattern shows a sustained engagement with books throughout the entire period." }, { "dim_process": 18, "seq_idx": 1436, "seq_len": 120, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.0, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 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[ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Automotive", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Other", "Books", "Electronics", "Patio Lawn and Garden", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Patio Lawn and Garden", "Books", "Books", "Books", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Electronics", "Books", "Books", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with numerous reviews submitted consistently throughout the timeline. Reviews for \"Kindle Store\" appear intermittently, often clustering around the earlier weeks and again in the later part of the sequence. Other categories such as \"Tools and Home Improvement,\" \"Electronics,\" and \"Grocery and Gourmet Food\" are introduced later, indicating a gradual diversification in review subjects. Overall, the reviews are heavily concentrated in the \"Books\" category, with a notable increase in variety occurring after the initial weeks." }, { "dim_process": 18, "seq_idx": 1437, "seq_len": 42, "time_since_start": [ 0.0, 0.2857142857142857, 1.1428571428571428, 2.142857142857143, 2.857142857142857, 3.0, 4.0, 4.142857142857143, 4.285714285714286, 5.142857142857143, 5.428571428571429, 5.857142857142857, 7.0, 7.285714285714286, 7.428571428571429, 7.714285714285714, 8.285714285714286, 9.142857142857142, 9.285714285714286, 9.857142857142858, 10.0, 10.285714285714286, 10.428571428571429, 11.0, 11.285714285714286, 13.142857142857142, 13.285714285714286, 14.0, 15.142857142857142, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.0, 17.428571428571427, 18.0, 18.142857142857142, 18.285714285714285, 19.0, 21.142857142857142, 22.428571428571427, 25.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.0, 0.7142857142857143, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.8571428571428572, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 2.142857142857143, 1.2857142857142858, 2.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, with all entries falling within a continuous timeline. The reviews begin at week zero and continue steadily, with a notable cluster occurring in the initial weeks, particularly between weeks two and ten. There is a gradual increase in the frequency of reviews, with some periods of higher activity observed, particularly around weeks 16 to 19. The trend shows a consistent engagement with the book category throughout the entire timeframe, with no diversification into other product categories." }, { "dim_process": 18, "seq_idx": 1438, "seq_len": 50, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 2.2857142857142856, 2.4285714285714284, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.0, 4.285714285714286, 4.571428571428571, 5.285714285714286, 5.428571428571429, 6.142857142857143, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.714285714285714, 10.857142857142858, 11.714285714285714, 12.0, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 13.428571428571429, 13.714285714285714, 14.142857142857142, 14.285714285714286, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.428571428571427, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.714285714285715, 17.857142857142858, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 4.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, with all events categorized under this type. The reviews are consistently submitted over a span of time, with a notable concentration of activity occurring in the initial weeks. As time progresses, the frequency of reviews remains relatively steady, with occasional clusters of submissions. There are no shifts in category, and the user maintains a consistent focus on books throughout the entire sequence." }, { "dim_process": 18, "seq_idx": 1439, "seq_len": 43, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.5714285714285714, 2.5714285714285716, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 4.285714285714286, 6.285714285714286, 6.285714285714286, 6.285714285714286, 6.285714285714286, 6.285714285714286, 7.428571428571429, 7.428571428571429, 7.428571428571429, 8.857142857142858, 8.857142857142858, 9.142857142857142, 9.142857142857142, 10.857142857142858, 10.857142857142858, 10.857142857142858, 11.714285714285714, 11.714285714285714, 15.0, 15.0, 17.0, 17.0, 17.285714285714285, 17.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 1.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858, 2.0, 0.0, 0.0, 0.0, 0.0, 1.1428571428571428, 0.0, 0.0, 1.4285714285714286, 0.0, 0.2857142857142857, 0.0, 1.7142857142857142, 0.0, 0.0, 0.8571428571428571, 0.0, 3.2857142857142856, 0.0, 2.0, 0.0, 0.2857142857142857, 0.0 ], "type_event": [ 1, 2, 11, 4, 10, 15, 0, 9, 0, 0, 10, 0, 10, 15, 11, 10, 9, 0, 7, 0, 10, 4, 0, 11, 0, 0, 10, 0, 4, 10, 12, 0, 15, 0, 10, 0, 15, 12, 0, 0, 15, 15, 0 ], "type_text": [ "Tools and Home Improvement", "Pet Supplies", "Home and Kitchen", "Electronics", "Books", "Clothing Shoes and Jewelry", "Other", "Office Products", "Other", "Other", "Books", "Other", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Office Products", "Other", "Grocery and Gourmet Food", "Other", "Books", "Electronics", "Other", "Home and Kitchen", "Other", "Other", "Books", "Other", "Electronics", "Books", "Sports and Outdoors", "Other", "Clothing Shoes and Jewelry", "Other", "Books", "Other", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Other", "Other", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Other" ], "description": "The sequence of product reviews begins with a variety of categories submitted within the first week, showing a diverse interest in multiple areas. Over time, there is a noticeable clustering of reviews around the \"Books\" category, particularly around the 3-week and 6-week marks, suggesting a heightened focus on this category during those periods. Additionally, the \"Other\" category is consistently present throughout the timeline, with several reviews occurring at various intervals, indicating a steady engagement with miscellaneous products. The \"Clothing Shoes and Jewelry\" category also sees multiple entries, particularly clustered around the 10-week and 17-week marks. Overall, the review activity displays a pattern of initial diversity followed by periods of concentrated interest in specific categories." }, { "dim_process": 18, "seq_idx": 1440, "seq_len": 41, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.0, 3.2857142857142856, 3.5714285714285716, 5.0, 6.714285714285714, 7.428571428571429, 7.857142857142857, 8.0, 8.428571428571429, 9.0, 9.285714285714286, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.142857142857142, 13.714285714285714, 15.142857142857142, 15.142857142857142, 16.428571428571427, 20.285714285714285, 20.285714285714285, 20.285714285714285, 20.285714285714285, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 1.7142857142857142, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.4285714285714286, 0.0, 1.2857142857142858, 3.857142857142857, 0.0, 0.0, 0.0, 1.8571428571428572 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 11, 15, 7, 2, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Pet Supplies", "Kindle Store" ], "description": "The sequence of product reviews begins with a review in the Kindle Store, followed by a series of reviews predominantly focused on Books, which continue to be submitted consistently over an extended period. After a notable cluster of Book reviews, there is a brief return to the Kindle Store before the user diversifies their reviews across several categories, including Home and Kitchen, Clothing Shoes and Jewelry, Grocery and Gourmet Food, and Pet Supplies, all submitted simultaneously. The sequence concludes with another review in the Kindle Store, indicating a return to that category after exploring others. Overall, the pattern shows a strong initial focus on Books, with a later diversification into multiple categories." }, { "dim_process": 18, "seq_idx": 1441, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 2.2857142857142856, 2.2857142857142856, 2.7142857142857144, 3.0, 3.4285714285714284, 5.285714285714286, 8.428571428571429, 8.714285714285714, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.285714285714286, 11.285714285714286, 13.142857142857142, 13.571428571428571, 13.571428571428571, 13.571428571428571, 13.857142857142858, 16.571428571428573, 16.714285714285715, 17.142857142857142, 18.714285714285715, 19.428571428571427, 21.0, 21.714285714285715, 22.0, 22.428571428571427, 22.428571428571427, 22.428571428571427, 22.714285714285715, 22.714285714285715, 22.857142857142858, 22.857142857142858, 23.0, 24.428571428571427, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 2.142857142857143, 0.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.8571428571428572, 3.142857142857143, 0.2857142857142857, 0.42857142857142855, 0.0, 0.0, 0.0, 0.14285714285714285, 2.0, 1.8571428571428572, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 2.7142857142857144, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 0.7142857142857143, 1.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857 ], "type_event": [ 12, 8, 9, 15, 12, 10, 12, 9, 15, 8, 11, 4, 10, 12, 13, 11, 10, 10, 9, 10, 11, 15, 10, 10, 10, 10, 2, 3, 15, 8, 11, 9, 8, 12, 7, 11, 0, 9, 8, 10, 11, 8 ], "type_text": [ "Sports and Outdoors", "Toys and Games", "Office Products", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Sports and Outdoors", "Office Products", "Clothing Shoes and Jewelry", "Toys and Games", "Home and Kitchen", "Electronics", "Books", "Sports and Outdoors", "Patio Lawn and Garden", "Home and Kitchen", "Books", "Books", "Office Products", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Pet Supplies", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Toys and Games", "Home and Kitchen", "Office Products", "Toys and Games", "Sports and Outdoors", "Grocery and Gourmet Food", "Home and Kitchen", "Other", "Office Products", "Toys and Games", "Books", "Home and Kitchen", "Toys and Games" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with initial reviews primarily focused on Sports and Outdoors, Toys and Games, and Office Products. As time progresses, there is a noticeable increase in reviews for Books, particularly around the 9 to 14-week mark, indicating a clustering of activity in this category. Home and Kitchen reviews also appear consistently from the 5-week mark onward, while Toys and Games reviews seem to cluster towards the latter part of the sequence. Overall, there is a trend of increasing variety in categories over time, with certain categories like Books and Home and Kitchen receiving multiple reviews in close succession." }, { "dim_process": 18, "seq_idx": 1442, "seq_len": 44, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 2.4285714285714284, 3.4285714285714284, 3.857142857142857, 3.857142857142857, 4.285714285714286, 4.428571428571429, 4.571428571428571, 7.0, 9.714285714285714, 12.428571428571429, 13.0, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.428571428571429, 15.0, 15.285714285714286, 15.428571428571429, 15.571428571428571, 16.714285714285715, 17.285714285714285, 17.857142857142858, 18.285714285714285, 18.428571428571427, 19.571428571428573, 20.142857142857142, 20.285714285714285, 20.571428571428573, 20.714285714285715, 20.857142857142858, 20.857142857142858, 21.0, 21.285714285714285, 21.428571428571427, 21.428571428571427, 21.714285714285715, 24.142857142857142, 24.571428571428573, 25.428571428571427, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 1.0, 1.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 2.4285714285714284, 2.7142857142857144, 2.7142857142857144, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 2.4285714285714284, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 15, 12, 10, 9, 10, 0, 4, 4, 1, 10, 4, 10, 10, 10, 6, 13, 10, 8, 10, 10, 10, 10, 10, 4, 11, 11, 17, 4, 4, 6, 4, 10, 10, 0, 4, 1, 4, 11, 4 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Office Products", "Books", "Other", "Electronics", "Electronics", "Tools and Home Improvement", "Books", "Electronics", "Books", "Books", "Books", "Industrial and Scientific", "Patio Lawn and Garden", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Electronics", "Home and Kitchen", "Home and Kitchen", "Cell Phones and Accessories", "Electronics", "Electronics", "Industrial and Scientific", "Electronics", "Books", "Books", "Other", "Electronics", "Tools and Home Improvement", "Electronics", "Home and Kitchen", "Electronics" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple entries clustered in the early weeks. After a few weeks, reviews for \"Clothing Shoes and Jewelry\" and \"Sports and Outdoors\" appear, followed by a gradual introduction of other categories such as \"Electronics\" and \"Tools and Home Improvement.\" Notably, there is a resurgence of reviews for \"Books\" around the 13-week mark, while \"Electronics\" reviews become more frequent and clustered in the later weeks. The sequence shows a pattern of alternating between \"Books\" and \"Electronics,\" with several other categories interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 1443, "seq_len": 48, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 4.142857142857143, 4.857142857142857, 6.0, 6.0, 6.0, 6.0, 6.142857142857143, 7.0, 7.142857142857143, 8.714285714285714, 10.142857142857142, 10.142857142857142, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.571428571428571, 12.714285714285714, 13.0, 15.142857142857142, 15.285714285714286, 15.571428571428571, 16.285714285714285, 17.0, 18.0, 18.428571428571427, 19.142857142857142, 19.714285714285715, 20.0, 20.571428571428573, 21.0, 21.428571428571427, 22.571428571428573, 24.714285714285715, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.1428571428571428, 0.0, 0.0, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.5714285714285714, 1.4285714285714286, 0.0, 1.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 2.142857142857143, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 1.0, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 2.142857142857143, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 8, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 11, 14, 16, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Home and Kitchen", "Movies and TV", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the first few weeks. As time progresses, there are brief mentions of other categories, such as \"Toys and Games\" and \"Kindle Store,\" but the majority of reviews continue to center around \"Books\" throughout the timeline. Reviews for \"Kindle Store\" appear intermittently, primarily clustered around the 3-week, 4-week, and 19-week marks. Additionally, there are some reviews for \"Home and Kitchen\" and \"Movies and TV\" at the 6-week point, and a single review for \"Clothing Shoes and Jewelry\" at the 10-week mark. Overall, the pattern indicates a predominant and consistent engagement with \"Books\" over the entire period, with other categories appearing less frequently and primarily at specific intervals." }, { "dim_process": 18, "seq_idx": 1444, "seq_len": 49, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 1.0, 1.4285714285714286, 1.8571428571428572, 2.2857142857142856, 2.857142857142857, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.428571428571429, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.857142857142857, 5.857142857142857, 6.0, 6.285714285714286, 6.571428571428571, 7.714285714285714, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.571428571428571, 10.0, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.285714285714286, 12.142857142857142, 12.571428571428571, 13.142857142857142, 15.142857142857142, 15.285714285714286, 16.714285714285715, 18.142857142857142, 19.571428571428573, 20.857142857142858, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 2.0, 0.14285714285714285, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.2857142857142858, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, with a majority of reviews submitted consistently over time. The reviews for \"Kindle Store\" appear less frequently and tend to cluster around specific points, particularly at the beginning and later in the timeline. The initial weeks are dominated by reviews for \"Books,\" with a gradual introduction of \"Kindle Store\" reviews around the 0.71-week mark, followed by additional reviews in the 4.43-week and 19.57-week periods. Overall, the trend indicates a sustained focus on \"Books\" throughout the sequence, with \"Kindle Store\" reviews occurring at intervals rather than consistently." }, { "dim_process": 18, "seq_idx": 1445, "seq_len": 73, "time_since_start": [ 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.0, 2.0, 2.0, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.857142857142857, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.0, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.285714285714286, 7.428571428571429, 7.428571428571429, 8.0, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.142857142857142, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.0, 11.714285714285714, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.428571428571429, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.571428571428571, 16.0, 16.571428571428573, 17.571428571428573, 17.714285714285715, 18.857142857142858, 20.142857142857142, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 1.0, 0.14285714285714285, 1.1428571428571428, 1.2857142857142858, 2.2857142857142856 ], "type_event": [ 0, 4, 10, 15, 10, 15, 7, 10, 7, 10, 11, 2, 13, 12, 11, 10, 10, 0, 15, 11, 10, 0, 10, 15, 10, 10, 10, 16, 10, 10, 10, 10, 12, 10, 10, 10, 10, 15, 10, 2, 10, 10, 10, 4, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 14, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10 ], "type_text": [ "Other", "Electronics", "Books", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Pet Supplies", "Patio Lawn and Garden", "Sports and Outdoors", "Home and Kitchen", "Books", "Books", "Other", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Other", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Pet Supplies", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books" ], "description": "The sequence of product reviews shows a clear trend of increasing frequency and clustering of reviews in the \"Books\" category, which dominate the timeline, particularly after the initial weeks. Other categories, such as \"Clothing Shoes and Jewelry,\" \"Grocery and Gourmet Food,\" and \"Home and Kitchen,\" appear earlier in the sequence but are less frequent overall. The reviews for \"Books\" begin to intensify around the 1-week mark and continue to be submitted consistently, with significant clusters observed at multiple intervals, particularly between weeks 5 and 18. Other categories, including \"Electronics,\" \"Movies and TV,\" and \"Pet Supplies,\" appear sporadically and do not show the same level of sustained engagement as \"Books.\"" }, { "dim_process": 18, "seq_idx": 1446, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.0, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.285714285714286, 8.285714285714286, 8.857142857142858, 9.285714285714286, 9.714285714285714, 10.0, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.714285714285714, 13.142857142857142, 13.285714285714286, 14.0, 16.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.0, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 2.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of entries in the \"Books\" category, occurring frequently over an extended period. The reviews start with a concentrated cluster of \"Books\" reviews in the initial weeks, with a notable transition to a review in the \"Kindle Store\" around the fifth week. Following this, the user continues to submit reviews primarily focused on \"Books,\" maintaining a consistent frequency with some clusters occurring in the later weeks. Overall, the trend shows a sustained interest in \"Books\" throughout the timeline, with a brief diversion to the \"Kindle Store\" early in the sequence." }, { "dim_process": 18, "seq_idx": 1447, "seq_len": 51, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.7142857142857142, 2.142857142857143, 2.857142857142857, 2.857142857142857, 4.142857142857143, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.428571428571429, 5.571428571428571, 6.0, 6.142857142857143, 6.428571428571429, 6.571428571428571, 7.0, 7.142857142857143, 7.714285714285714, 8.285714285714286, 8.714285714285714, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.285714285714286, 11.428571428571429, 12.0, 12.285714285714286, 12.714285714285714, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 15.0, 15.142857142857142, 15.428571428571429, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.571428571428573, 21.285714285714285, 24.285714285714285, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.0, 1.2857142857142858, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 3.7142857142857144, 3.0, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 16, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, reviews for the \"Kindle Store\" category start to appear intermittently, particularly after the first month. The frequency of \"Books\" reviews remains high throughout the sequence, with clusters of reviews occurring at regular intervals. The \"Kindle Store\" reviews tend to emerge later in the timeline, suggesting a gradual introduction of this category alongside the ongoing engagement with \"Books.\" Overall, the pattern indicates a sustained interest in \"Books\" with periodic reviews of \"Kindle Store\" products." }, { "dim_process": 18, "seq_idx": 1448, "seq_len": 63, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.7142857142857142, 2.0, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.142857142857143, 5.428571428571429, 5.714285714285714, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.857142857142858, 10.0, 10.428571428571429, 11.0, 11.428571428571429, 11.714285714285714, 12.428571428571429, 12.571428571428571, 13.0, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.0, 14.142857142857142, 15.0, 15.142857142857142, 15.285714285714286, 15.714285714285714, 17.142857142857142, 17.142857142857142, 18.285714285714285, 18.571428571428573, 19.428571428571427, 21.857142857142858, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.0, 1.1428571428571428, 0.2857142857142857, 0.8571428571428571, 2.4285714285714284, 2.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with a significant concentration of reviews occurring in the initial weeks. A few reviews for the \"Kindle Store\" appear intermittently, primarily clustered around the 1.71-week mark and later at 9.86 and 11.43 weeks. The user also reviews \"Clothing Shoes and Jewelry\" once at 17.14 weeks, indicating a brief diversification in review categories. Overall, the majority of reviews are consistently focused on books, with the other categories appearing much less frequently and later in the timeline." }, { "dim_process": 18, "seq_idx": 1449, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 3.7142857142857144, 4.0, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.0, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.0, 9.714285714285714, 10.0, 10.285714285714286, 10.714285714285714, 11.0, 11.0, 11.285714285714286, 11.857142857142858, 12.142857142857142, 12.285714285714286, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.0, 14.285714285714286, 16.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 2.2857142857142856, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 2, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over an extended period. The reviews for books cluster heavily in the early weeks, with a notable number submitted before the 11-week mark. After week 11, there is a brief introduction of reviews in the \"Clothing Shoes and Jewelry\" category, but the user quickly returns to reviewing books. A single review for \"Pet Supplies\" appears around week 13, followed by a return to books, indicating a sustained interest in that category throughout the timeline. Overall, the trend indicates a strong and consistent preference for books, with only brief diversions into other categories." }, { "dim_process": 18, "seq_idx": 1450, "seq_len": 68, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142, 2.0, 2.5714285714285716, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.571428571428571, 5.714285714285714, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.0, 8.142857142857142, 8.428571428571429, 9.0, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.428571428571429, 11.714285714285714, 12.0, 12.142857142857142, 12.285714285714286, 12.571428571428571, 13.142857142857142, 13.571428571428571, 14.571428571428571, 14.714285714285714, 15.0, 15.285714285714286, 16.0, 16.142857142857142, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.285714285714285, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.0, 18.285714285714285, 20.714285714285715, 20.857142857142858, 21.0, 21.714285714285715, 22.571428571428573, 24.857142857142858, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 2.4285714285714284, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 2.2857142857142856, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of entries categorized as \"Books,\" occurring consistently over a period of time. The reviews begin at week zero and continue steadily, with a notable frequency of submissions in the initial weeks. There are clusters of reviews at various points, particularly in the early weeks, with a gradual tapering off as time progresses. Overall, the reviews are predominantly concentrated in the first half of the timeline, with fewer submissions noted in the latter weeks." }, { "dim_process": 18, "seq_idx": 1451, "seq_len": 86, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 1.0, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.142857142857143, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.142857142857143, 3.4285714285714284, 4.428571428571429, 4.571428571428571, 5.0, 5.285714285714286, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.571428571428571, 8.142857142857142, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.571428571428571, 10.142857142857142, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.714285714285714, 10.857142857142858, 10.857142857142858, 11.714285714285714, 12.142857142857142, 12.857142857142858, 13.0, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.857142857142858, 14.857142857142858, 15.571428571428571, 15.571428571428571, 15.714285714285714, 15.714285714285714, 16.142857142857142, 16.285714285714285, 16.285714285714285, 16.428571428571427, 16.428571428571427, 16.571428571428573, 17.0, 17.285714285714285, 17.857142857142858, 18.0, 18.714285714285715, 18.714285714285715, 19.0, 19.0, 21.142857142857142, 21.285714285714285, 22.857142857142858, 23.285714285714285, 24.857142857142858, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 1.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.0, 2.142857142857143, 0.14285714285714285, 1.5714285714285714, 0.42857142857142855, 1.5714285714285714, 0.42857142857142855 ], "type_event": [ 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 4, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 7, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Electronics", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, with multiple entries clustered closely together. The \"Kindle Store\" category appears intermittently, often following or coinciding with reviews for \"Books.\" There is a notable introduction of a different category, \"Grocery and Gourmet Food,\" at a later stage in the sequence. Overall, the trend indicates a strong preference for \"Books\" early on, with \"Kindle Store\" reviews appearing more frequently in the latter half of the timeline." }, { "dim_process": 18, "seq_idx": 1452, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 2.0, 2.7142857142857144, 3.0, 3.4285714285714284, 3.5714285714285716, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.857142857142857, 6.714285714285714, 6.857142857142857, 7.285714285714286, 7.714285714285714, 7.857142857142857, 7.857142857142857, 7.857142857142857, 9.0, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.714285714285714, 11.571428571428571, 11.714285714285714, 12.285714285714286, 12.428571428571429, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.714285714285714, 15.142857142857142, 15.142857142857142, 15.571428571428571, 16.857142857142858, 17.0, 17.142857142857142, 18.0, 18.142857142857142, 20.714285714285715, 21.142857142857142, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.0, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 2.5714285714285716, 0.42857142857142855, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 4, 17, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Electronics", "Cell Phones and Accessories", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, with a majority of reviews submitted consistently throughout the timeline, particularly in the early weeks. The user begins with several reviews of books, and while there are occasional reviews for the \"Kindle Store,\" these tend to cluster around specific points, particularly after the initial weeks. Reviews for \"Electronics\" and \"Cell Phones and Accessories\" appear infrequently and are grouped closely together. Overall, the pattern indicates a sustained interest in books, with the other categories being secondary and more sporadic in nature." }, { "dim_process": 18, "seq_idx": 1453, "seq_len": 43, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 1.5714285714285714, 3.4285714285714284, 4.142857142857143, 5.571428571428571, 6.571428571428571, 8.0, 8.428571428571429, 8.571428571428571, 9.285714285714286, 9.571428571428571, 9.714285714285714, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.0, 11.428571428571429, 12.142857142857142, 12.285714285714286, 13.142857142857142, 13.285714285714286, 13.714285714285714, 14.428571428571429, 14.571428571428571, 14.571428571428571, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.571428571428571, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.285714285714285, 18.714285714285715, 21.571428571428573, 24.857142857142858, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 1.8571428571428572, 0.7142857142857143, 1.4285714285714286, 1.0, 1.4285714285714286, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 2.857142857142857, 3.2857142857142856, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 14, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over a span of several weeks. The reviews begin exclusively in the \"Books\" category and continue to cluster around this category for the majority of the timeline, with a notable increase in frequency during the early weeks. A single review for \"Movies and TV\" appears later in the sequence, but the user returns to reviewing \"Books\" immediately afterward. Overall, the trend indicates a sustained interest in \"Books,\" with a brief and isolated exploration of another category." }, { "dim_process": 18, "seq_idx": 1454, "seq_len": 40, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 2.5714285714285716, 2.7142857142857144, 3.4285714285714284, 4.714285714285714, 5.285714285714286, 6.0, 6.571428571428571, 6.571428571428571, 7.0, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.857142857142858, 9.571428571428571, 10.142857142857142, 10.285714285714286, 10.857142857142858, 12.571428571428571, 12.857142857142858, 13.285714285714286, 14.0, 14.428571428571429, 14.714285714285714, 15.0, 15.857142857142858, 16.428571428571427, 16.714285714285715, 17.142857142857142, 17.714285714285715, 18.0, 18.285714285714285, 21.285714285714285, 22.142857142857142, 22.428571428571427, 22.714285714285715, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 2.0, 0.14285714285714285, 0.7142857142857143, 1.2857142857142858, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 1.7142857142857142, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 3.0, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with the majority of reviews submitted consistently over time, particularly in the early weeks. There is a notable introduction of reviews in the \"Grocery and Gourmet Food\" category around week 6, followed by a single review in the \"Home and Kitchen\" category shortly after. The trend continues with a sustained emphasis on \"Books\" throughout the sequence, with a slight diversification into \"Clothing Shoes and Jewelry\" occurring much later, around week 24. Overall, the reviews cluster predominantly in the \"Books\" category, with other categories appearing sporadically." }, { "dim_process": 18, "seq_idx": 1455, "seq_len": 45, "time_since_start": [ 0.0, 2.0, 2.4285714285714284, 3.0, 3.2857142857142856, 3.7142857142857144, 4.571428571428571, 4.857142857142857, 5.142857142857143, 6.0, 6.428571428571429, 6.714285714285714, 7.0, 7.142857142857143, 7.428571428571429, 8.0, 8.142857142857142, 8.714285714285714, 9.142857142857142, 9.142857142857142, 9.285714285714286, 10.142857142857142, 10.428571428571429, 11.0, 12.142857142857142, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.142857142857142, 14.857142857142858, 15.142857142857142, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.571428571428573, 17.0, 17.142857142857142, 17.428571428571427, 17.571428571428573, 18.0, 18.142857142857142, 18.857142857142858, 19.714285714285715 ], "time_since_last_event": [ 0.0, 2.0, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571 ], "type_event": [ 10, 10, 16, 10, 16, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 16, 16, 10, 10, 16, 16, 10, 16, 10, 16, 16, 10, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, there is a noticeable increase in reviews for the \"Kindle Store,\" particularly around the 3 to 4-week mark, indicating a shift in focus. Reviews for both categories continue to be submitted, with \"Books\" remaining prominent, especially between weeks 6 and 10. Towards the latter part of the sequence, there is a clustering of \"Kindle Store\" reviews, which peaks around weeks 17 to 19, while \"Books\" reviews also persist throughout the timeline. Overall, the sequence shows an alternating pattern between the two categories, with a gradual increase in \"Kindle Store\" reviews over time." }, { "dim_process": 18, "seq_idx": 1456, "seq_len": 43, "time_since_start": [ 0.0, 0.7142857142857143, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.2857142857142856, 2.5714285714285716, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.857142857142857, 5.0, 5.857142857142857, 6.0, 7.571428571428571, 8.285714285714286, 8.428571428571429, 8.428571428571429, 9.142857142857142, 9.285714285714286, 9.571428571428571, 10.142857142857142, 10.714285714285714, 11.428571428571429, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.857142857142858, 14.0, 14.714285714285714, 15.0, 15.714285714285714, 16.0, 16.142857142857142, 16.857142857142858, 17.0, 17.428571428571427, 17.857142857142858, 18.285714285714285, 19.571428571428573, 20.428571428571427, 20.857142857142858 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.0, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 0.8571428571428571, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over the initial weeks. The reviews for \"Books\" occur frequently in the first 20 weeks, with several clusters evident, particularly in the first half of the timeline. The \"Kindle Store\" reviews appear less frequently and are interspersed among the \"Books\" reviews, primarily emerging in the latter part of the timeline. Overall, the trend indicates a strong emphasis on book reviews, with Kindle Store reviews appearing more sporadically." }, { "dim_process": 18, "seq_idx": 1457, "seq_len": 63, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 2.7142857142857144, 3.0, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.571428571428571, 4.714285714285714, 5.0, 5.285714285714286, 5.571428571428571, 6.142857142857143, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 8.0, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.142857142857142, 9.571428571428571, 9.857142857142858, 10.0, 10.428571428571429, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.714285714285714, 18.428571428571427, 18.857142857142858, 19.285714285714285, 20.142857142857142, 20.142857142857142, 20.285714285714285, 20.428571428571427, 20.714285714285715, 21.142857142857142, 21.428571428571427, 23.0, 23.0, 23.285714285714285, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 5.714285714285714, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 0.0, 0.2857142857142857, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of entries in the \"Books\" category, which dominate the timeline from the start and continue consistently throughout. Reviews for the \"Kindle Store\" category appear sporadically, primarily clustered around the 1.29 to 3.0-week mark and again at the 20.14-week mark. Overall, there is a clear trend of frequent book reviews occurring early and consistently, with Kindle Store reviews appearing less frequently and primarily in the earlier and later parts of the timeline. The sequence shows a sustained interest in books, with only brief interludes for Kindle Store reviews." }, { "dim_process": 18, "seq_idx": 1458, "seq_len": 46, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.2857142857142858, 2.2857142857142856, 3.0, 3.142857142857143, 3.142857142857143, 3.5714285714285716, 4.142857142857143, 5.0, 5.285714285714286, 5.428571428571429, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 7.571428571428571, 8.142857142857142, 8.142857142857142, 8.285714285714286, 10.0, 10.285714285714286, 11.714285714285714, 11.714285714285714, 11.714285714285714, 11.714285714285714, 11.714285714285714, 12.285714285714286, 15.142857142857142, 15.142857142857142, 15.285714285714286, 17.142857142857142, 17.142857142857142, 19.142857142857142, 19.285714285714285, 19.571428571428573, 20.571428571428573, 21.428571428571427, 23.285714285714285, 23.285714285714285, 23.285714285714285, 23.285714285714285, 23.285714285714285, 23.285714285714285, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 1.0, 0.7142857142857143, 0.14285714285714285, 0.0, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.0, 0.0, 0.0, 1.4285714285714286, 0.5714285714285714, 0.0, 0.14285714285714285, 1.7142857142857142, 0.2857142857142857, 1.4285714285714286, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 2.857142857142857, 0.0, 0.14285714285714285, 1.8571428571428572, 0.0, 2.0, 0.14285714285714285, 0.2857142857142857, 1.0, 0.8571428571428571, 1.8571428571428572, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143 ], "type_event": [ 4, 11, 10, 1, 10, 12, 1, 15, 10, 17, 11, 2, 8, 11, 15, 8, 10, 8, 11, 7, 17, 11, 9, 7, 15, 9, 17, 11, 11, 7, 8, 10, 8, 10, 12, 15, 1, 17, 1, 12, 0, 6, 8, 17, 1, 11 ], "type_text": [ "Electronics", "Home and Kitchen", "Books", "Tools and Home Improvement", "Books", "Sports and Outdoors", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Books", "Cell Phones and Accessories", "Home and Kitchen", "Pet Supplies", "Toys and Games", "Home and Kitchen", "Clothing Shoes and Jewelry", "Toys and Games", "Books", "Toys and Games", "Home and Kitchen", "Grocery and Gourmet Food", "Cell Phones and Accessories", "Home and Kitchen", "Office Products", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Office Products", "Cell Phones and Accessories", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food", "Toys and Games", "Books", "Toys and Games", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Cell Phones and Accessories", "Tools and Home Improvement", "Sports and Outdoors", "Other", "Industrial and Scientific", "Toys and Games", "Cell Phones and Accessories", "Tools and Home Improvement", "Home and Kitchen" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with a notable clustering of reviews in the Home and Kitchen category, particularly in the early and later stages of the timeline. Books and Toys and Games also appear frequently, with multiple reviews submitted within close timeframes. The user tends to review Electronics and Home and Kitchen products early on, while categories like Sports and Outdoors and Tools and Home Improvement are reviewed more consistently in the middle to later stages. There is a noticeable increase in the variety of categories being reviewed as time progresses, particularly around the 11 to 24-week mark." }, { "dim_process": 18, "seq_idx": 1459, "seq_len": 62, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 3.0, 3.142857142857143, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.428571428571429, 5.0, 5.714285714285714, 5.857142857142857, 6.0, 6.857142857142857, 6.857142857142857, 7.0, 8.0, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.142857142857142, 9.714285714285714, 10.0, 10.571428571428571, 10.857142857142858, 11.0, 11.857142857142858, 12.0, 12.142857142857142, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 13.428571428571429, 13.714285714285714, 13.714285714285714, 13.714285714285714, 14.857142857142858, 14.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.857142857142858, 17.0, 17.857142857142858, 18.0, 18.285714285714285, 19.285714285714285, 19.571428571428573, 21.0, 21.142857142857142, 22.0, 23.0, 24.714285714285715, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.0, 1.1428571428571428, 0.0, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.8571428571428571, 1.0, 1.7142857142857142, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 9, 8, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 6, 15, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Office Products", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Most reviews for books occur in the early weeks, with a noticeable cluster of activity in the first few weeks, followed by a sustained interest over the subsequent weeks. Other categories such as \"Clothing Shoes and Jewelry,\" \"Office Products,\" \"Toys and Games,\" and \"Industrial and Scientific\" appear sporadically, primarily around the fourth week, while reviews in these categories are less frequent compared to the continuous reviews of books. Overall, the trend indicates a strong and persistent engagement with books, with occasional diversification into other categories." }, { "dim_process": 18, "seq_idx": 1460, "seq_len": 92, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.5714285714285716, 2.7142857142857144, 3.2857142857142856, 3.5714285714285716, 4.0, 4.142857142857143, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.142857142857143, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.714285714285714, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.714285714285714, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.428571428571429, 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"type_text": [ "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Reviews for \"Kindle Store\" are less frequent and appear sporadically, primarily interspersed among the numerous \"Books\" reviews. The majority of reviews cluster within the first 18 weeks, with a gradual tapering off in frequency as time progresses, particularly after the 21-week mark. Overall, the reviews indicate a sustained interest in books, with occasional engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 1461, "seq_len": 56, "time_since_start": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 1.2857142857142858, 7.571428571428571, 7.571428571428571, 7.571428571428571, 7.571428571428571, 7.571428571428571, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.142857142857142, 12.714285714285714, 12.714285714285714, 12.714285714285714, 12.714285714285714, 12.714285714285714, 12.714285714285714, 12.714285714285714, 12.857142857142858, 12.857142857142858, 13.714285714285714, 14.428571428571429, 14.857142857142858, 14.857142857142858, 14.857142857142858, 15.142857142857142, 16.142857142857142, 16.142857142857142, 17.714285714285715, 17.857142857142858, 18.0, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 6.285714285714286, 0.0, 0.0, 0.0, 0.0, 1.8571428571428572, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.4285714285714284, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 1.0, 0.0, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 4.714285714285714 ], "type_event": [ 11, 11, 1, 8, 5, 3, 15, 8, 11, 15, 9, 17, 1, 12, 9, 17, 8, 12, 11, 15, 1, 7, 7, 11, 15, 5, 4, 1, 17, 11, 10, 17, 1, 4, 7, 0, 9, 17, 8, 7, 4, 15, 7, 15, 0, 12, 7, 11, 10, 12, 12, 17, 11, 11, 1, 15 ], "type_text": [ "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Toys and Games", "Automotive", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Toys and Games", "Home and Kitchen", "Clothing Shoes and Jewelry", "Office Products", "Cell Phones and Accessories", "Tools and Home Improvement", "Sports and Outdoors", "Office Products", "Cell Phones and Accessories", "Toys and Games", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Home and Kitchen", "Clothing Shoes and Jewelry", "Automotive", "Electronics", "Tools and Home Improvement", "Cell Phones and Accessories", "Home and Kitchen", "Books", "Cell Phones and Accessories", "Tools and Home Improvement", "Electronics", "Grocery and Gourmet Food", "Other", "Office Products", "Cell Phones and Accessories", "Toys and Games", "Grocery and Gourmet Food", "Electronics", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Other", "Sports and Outdoors", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Sports and Outdoors", "Sports and Outdoors", "Cell Phones and Accessories", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a cluster of reviews in the Home and Kitchen category, along with several other categories, occurring within the first week. Following this initial burst, there is a notable gap before a second wave of reviews emerges around the 7-week mark, predominantly in Clothing Shoes and Jewelry and Office Products. As time progresses, reviews become more diverse, with significant activity around the 9-week and 12-week marks, featuring multiple categories including Toys and Games and Grocery and Gourmet Food. The trend continues with a peak in reviews around the 14-week mark, particularly in Sports and Outdoors and Grocery and Gourmet Food, before tapering off with a final review in the Clothing Shoes and Jewelry category at approximately 22 weeks." }, { "dim_process": 18, "seq_idx": 1462, "seq_len": 44, "time_since_start": [ 0.0, 0.0, 1.2857142857142858, 2.2857142857142856, 2.5714285714285716, 3.7142857142857144, 4.142857142857143, 5.0, 5.285714285714286, 5.428571428571429, 6.428571428571429, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.571428571428571, 7.857142857142857, 7.857142857142857, 8.0, 8.0, 8.142857142857142, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.428571428571429, 10.428571428571429, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.857142857142858, 15.0, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.285714285714285, 17.0 ], "time_since_last_event": [ 0.0, 0.0, 1.2857142857142858, 1.0, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 1.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 16, 10, 10, 10, 16, 10, 0, 14, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Other", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a focus on the Kindle Store and Books, with several reviews submitted in the initial weeks. A notable concentration of book reviews occurs from week 1 to week 17, with a gradual increase in frequency, especially around weeks 7 to 12. Other categories, such as Movies and TV, appear sporadically, with a few non-book reviews interspersed throughout the timeline, particularly around weeks 7 and 15. Overall, the trend shows a sustained interest in Books, with a peak in reviews around the mid-point of the timeline." }, { "dim_process": 18, "seq_idx": 1463, "seq_len": 86, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.0, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.0, 10.142857142857142, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.428571428571429, 11.571428571428571, 12.142857142857142, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.0, 15.285714285714286, 15.714285714285714, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.714285714285715, 18.0, 18.142857142857142, 18.285714285714285, 18.428571428571427, 19.0, 19.142857142857142, 19.285714285714285, 21.142857142857142, 21.285714285714285, 21.571428571428573, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions occurring over time. The reviews start at week 0 and continue steadily, with a notable concentration of book reviews throughout the entire time period. A single review for the Kindle Store appears around week 5, but the focus quickly returns to books, which dominate the review submissions. There are no significant clusters of different event types, as the reviews remain primarily centered on books, with no observable gaps or significant pauses in the overall trend of submissions." }, { "dim_process": 18, "seq_idx": 1464, "seq_len": 48, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.0, 1.2857142857142858, 2.0, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.714285714285714, 9.142857142857142, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.428571428571429, 11.0, 11.285714285714286, 11.571428571428571, 13.0, 13.142857142857142, 13.428571428571429, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.714285714285714, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.285714285714285, 16.428571428571427, 18.571428571428573, 19.142857142857142, 19.428571428571427, 21.428571428571427, 23.142857142857142, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 2.142857142857143, 0.5714285714285714, 0.2857142857142857, 2.0, 1.7142857142857142, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The reviews for \"Books\" begin immediately and continue to be submitted at regular intervals, with a notable cluster of activity occurring in the first 15 weeks. The \"Kindle Store\" reviews appear infrequently, with only two instances occurring at the 1-week and 15-week marks. Overall, the pattern indicates a sustained interest in \"Books,\" with reviews being concentrated primarily in the earlier weeks and tapering off slightly as time progresses." }, { "dim_process": 18, "seq_idx": 1465, "seq_len": 62, "time_since_start": [ 0.0, 0.7142857142857143, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.285714285714286, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.0, 11.285714285714286, 11.714285714285714, 12.714285714285714, 13.0, 13.285714285714286, 13.428571428571429, 14.857142857142858, 15.0, 16.142857142857142, 17.428571428571427, 17.714285714285715, 18.285714285714285, 18.714285714285715, 23.571428571428573, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 1.1428571428571428, 1.2857142857142858, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 4.857142857142857, 1.0 ], "type_event": [ 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over time, particularly in the earlier weeks. The \"Kindle Store\" category appears more sporadically, primarily clustered in the initial weeks and again around the 11-week mark. There is a notable concentration of \"Books\" reviews in the later weeks, particularly after the 10-week point, indicating a sustained interest in that category over time. Overall, the user exhibits a clear preference for \"Books,\" with \"Kindle Store\" reviews occurring at intervals rather than consistently." }, { "dim_process": 18, "seq_idx": 1466, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 3.0, 3.142857142857143, 3.2857142857142856, 5.142857142857143, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.428571428571429, 7.0, 7.142857142857143, 7.714285714285714, 8.142857142857142, 8.285714285714286, 8.714285714285714, 9.0, 9.142857142857142, 9.571428571428571, 10.142857142857142, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 12.142857142857142, 12.571428571428571, 13.428571428571429 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, which dominates the early weeks. There is a brief mention of the \"Kindle Store\" at the same timestamp as a \"Books\" review, but the emphasis quickly returns to \"Books.\" The reviews are consistently submitted over time, with a notable clustering of reviews in the first few weeks, followed by a steady stream of reviews that continues for several weeks. The frequency of reviews remains high throughout the sequence, with no significant shifts in category focus, maintaining a strong emphasis on \"Books\" until the end of the timeline." }, { "dim_process": 18, "seq_idx": 1467, "seq_len": 55, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.0, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.0, 3.2857142857142856, 3.5714285714285716, 4.0, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.285714285714286, 5.857142857142857, 6.285714285714286, 6.714285714285714, 7.0, 7.428571428571429, 7.857142857142857, 8.428571428571429, 8.571428571428571, 9.0, 9.428571428571429, 10.142857142857142, 10.142857142857142, 10.428571428571429, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.714285714285714, 12.0, 12.285714285714286, 12.285714285714286, 14.714285714285714, 15.142857142857142, 16.0, 16.571428571428573, 17.0, 17.285714285714285, 17.428571428571427, 21.142857142857142, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 2.4285714285714284, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 3.7142857142857144, 3.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which is consistently reviewed over the entire timeline, with a notable clustering of reviews occurring in the earlier weeks. The \"Kindle Store\" reviews appear less frequently and are primarily concentrated around the 1.71-week and 10.14-week marks, indicating that they are interspersed within the overall pattern of book reviews. As time progresses, the frequency of reviews remains relatively stable, with no significant shifts in the types of products reviewed. Overall, the pattern suggests a sustained interest in books, with occasional reviews of the Kindle Store integrated throughout." }, { "dim_process": 18, "seq_idx": 1468, "seq_len": 49, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.857142857142857, 8.0, 8.0, 8.0, 8.142857142857142, 8.142857142857142, 8.142857142857142, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.428571428571429, 8.428571428571429, 10.0, 10.0, 10.428571428571429, 10.571428571428571, 10.571428571428571, 10.571428571428571, 10.571428571428571, 10.571428571428571, 13.714285714285714, 14.0, 14.0, 14.0, 14.0, 14.428571428571429, 14.428571428571429, 14.428571428571429, 14.428571428571429, 14.428571428571429, 14.428571428571429, 14.428571428571429, 14.428571428571429 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 3.7142857142857144, 0.0, 0.0, 3.4285714285714284, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 1.5714285714285714, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 3.142857142857143, 0.2857142857142857, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 2, 1, 15, 3, 12, 2, 12, 11, 11, 4, 15, 7, 11, 2, 9, 9, 2, 4, 11, 7, 1, 6, 9, 15, 2, 7, 8, 9, 11, 2, 11, 11, 17, 8, 2, 1, 1, 15, 7, 2, 10, 9, 11, 7, 6, 4, 2, 15, 0 ], "type_text": [ "Pet Supplies", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Sports and Outdoors", "Pet Supplies", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Electronics", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Home and Kitchen", "Pet Supplies", "Office Products", "Office Products", "Pet Supplies", "Electronics", "Home and Kitchen", "Grocery and Gourmet Food", "Tools and Home Improvement", "Industrial and Scientific", "Office Products", "Clothing Shoes and Jewelry", "Pet Supplies", "Grocery and Gourmet Food", "Toys and Games", "Office Products", "Home and Kitchen", "Pet Supplies", "Home and Kitchen", "Home and Kitchen", "Cell Phones and Accessories", "Toys and Games", "Pet Supplies", "Tools and Home Improvement", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Pet Supplies", "Books", "Office Products", "Home and Kitchen", "Grocery and Gourmet Food", "Industrial and Scientific", "Electronics", "Pet Supplies", "Clothing Shoes and Jewelry", "Other" ], "description": "The sequence of product reviews begins with a cluster of reviews across various categories submitted at the same time, including Pet Supplies, Tools and Home Improvement, and Clothing Shoes and Jewelry. After an initial period, reviews start to emerge in waves around the 3.71-week mark, with a notable increase in Home and Kitchen and Electronics categories. A significant concentration of reviews occurs between 8 and 14 weeks, with multiple categories being revisited, particularly Home and Kitchen, Pet Supplies, and Grocery and Gourmet Food. The review activity shows a trend of clustering, especially in the later weeks, with multiple reviews submitted within short timeframes across overlapping categories." }, { "dim_process": 18, "seq_idx": 1469, "seq_len": 43, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.0, 1.7142857142857142, 2.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.285714285714286, 5.714285714285714, 6.0, 6.142857142857143, 7.142857142857143, 8.0, 8.285714285714286, 8.428571428571429, 9.0, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.571428571428571, 11.428571428571429, 12.0, 12.857142857142858, 13.428571428571429, 14.0, 14.285714285714286, 14.428571428571429, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.428571428571427, 17.714285714285715, 18.571428571428573, 18.857142857142858, 19.571428571428573, 20.0, 20.428571428571427, 21.714285714285715, 22.0, 23.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.0, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 1.0, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 1.2857142857142858, 0.2857142857142857, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 13, 13, 10, 10, 10, 10, 11, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Patio Lawn and Garden", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of submissions occurring over the initial weeks. Reviews for \"Books\" are clustered heavily in the first 23 weeks, with a noticeable concentration in the first half of the timeline. Other categories, such as \"Kindle Store,\" \"Patio Lawn and Garden,\" \"Home and Kitchen,\" and \"Clothing Shoes and Jewelry,\" appear sporadically and primarily in the middle and later weeks of the sequence. Overall, the trend indicates that the user primarily engaged with books early on, with occasional diversions to other categories." }, { "dim_process": 18, "seq_idx": 1470, "seq_len": 56, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 5.0, 5.142857142857143, 6.0, 6.142857142857143, 7.428571428571429, 7.714285714285714, 8.142857142857142, 8.285714285714286, 9.0, 9.285714285714286, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.571428571428571, 12.857142857142858, 13.0, 13.142857142857142, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 15.0, 15.285714285714286, 15.857142857142858, 16.0, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a majority of reviews submitted consistently over time, particularly in the initial weeks. The \"Kindle Store\" reviews appear intermittently, primarily clustered within the first three weeks and again at the five-week mark. A single review for \"Grocery and Gourmet Food\" occurs later in the sequence, around the seven-week mark, indicating a brief diversification in review categories. Overall, the trend indicates a sustained interest in books throughout the timeline, with minimal variation in category focus." }, { "dim_process": 18, "seq_idx": 1471, "seq_len": 56, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 1.1428571428571428, 1.8571428571428572, 1.8571428571428572, 2.0, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.0, 3.7142857142857144, 4.0, 4.571428571428571, 5.0, 5.285714285714286, 5.714285714285714, 6.0, 7.142857142857143, 7.571428571428571, 7.571428571428571, 8.0, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.428571428571429, 12.857142857142858, 13.142857142857142, 13.428571428571429, 13.857142857142858, 14.0, 14.285714285714286, 14.714285714285714, 15.285714285714286, 15.428571428571429, 16.0, 16.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominance of reviews for the \"Books\" category, which occur consistently throughout the timeline, particularly in the earlier weeks. Reviews for the \"Kindle Store\" appear less frequently and tend to cluster around specific points, particularly around the 1.86-week mark and again after the 7-week mark. The reviews for both categories appear to increase in frequency over time, with a notable concentration of \"Books\" reviews occurring in the later weeks, while \"Kindle Store\" reviews remain more sporadic. Overall, the trend indicates a strong and sustained focus on \"Books\" with intermittent interest in the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 1472, "seq_len": 60, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.0, 1.1428571428571428, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 4.0, 4.285714285714286, 4.857142857142857, 5.285714285714286, 6.0, 6.0, 6.428571428571429, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.0, 8.285714285714286, 9.0, 9.285714285714286, 9.857142857142858, 10.0, 10.285714285714286, 10.714285714285714, 10.714285714285714, 11.0, 11.285714285714286, 11.857142857142858, 12.0, 12.142857142857142, 12.857142857142858, 13.0, 13.714285714285714, 13.857142857142858, 14.0, 14.857142857142858, 15.0, 15.0, 15.142857142857142, 16.0, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.0, 17.285714285714285, 17.857142857142858, 18.0, 19.0, 21.0, 21.285714285714285, 22.142857142857142, 22.714285714285715, 23.0, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.0, 2.0, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features entries in the \"Books\" category, which are submitted consistently throughout the timeline, particularly in the early weeks. The first review in the \"Kindle Store\" category appears at week six, followed by another at week ten and a third at week fifteen, indicating a slight clustering of these reviews after a sustained period of book reviews. Overall, there is a clear trend of a high frequency of book reviews in the initial weeks, with a few instances of Kindle Store reviews interspersed throughout the timeline. The user continues to submit book reviews at a steady pace, with no significant gaps in activity." }, { "dim_process": 18, "seq_idx": 1473, "seq_len": 43, "time_since_start": [ 0.0, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 1.0, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.7142857142857144, 3.4285714285714284, 3.5714285714285716, 4.0, 4.142857142857143, 4.571428571428571, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.142857142857143, 6.428571428571429, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.571428571428571, 8.857142857142858, 10.0, 10.857142857142858, 11.0, 11.571428571428571, 12.0, 12.142857142857142, 12.428571428571429, 13.571428571428571, 14.285714285714286, 15.142857142857142, 15.857142857142858, 19.285714285714285, 19.571428571428573, 21.714285714285715, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 0.8571428571428571, 0.7142857142857143, 3.4285714285714284, 0.2857142857142857, 2.142857142857143, 3.0 ], "type_event": [ 16, 10, 16, 10, 10, 16, 16, 10, 16, 16, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 16, 10, 16, 16, 10, 10, 16, 10, 10, 16, 16, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a mix of reviews for Kindle Store and Books, with an initial focus on Kindle Store in the first week. Over time, there is a noticeable shift towards a higher frequency of Book reviews, particularly between weeks 1 and 8, where they cluster significantly. As the timeline progresses, reviews for the Kindle Store re-emerge but tend to occur less frequently than the Book reviews, especially in the later weeks. The pattern indicates a predominance of Book reviews in the mid-sequence, while Kindle Store reviews are more sporadic and tend to appear in clusters during specific periods." }, { "dim_process": 18, "seq_idx": 1474, "seq_len": 57, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.7142857142857142, 2.5714285714285716, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.142857142857143, 4.428571428571429, 4.571428571428571, 5.142857142857143, 5.428571428571429, 5.571428571428571, 6.285714285714286, 6.857142857142857, 8.0, 8.285714285714286, 8.285714285714286, 8.714285714285714, 9.571428571428571, 10.142857142857142, 10.285714285714286, 11.428571428571429, 11.571428571428571, 13.285714285714286, 13.285714285714286, 13.571428571428571, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.571428571428571, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.857142857142858, 18.0, 18.142857142857142, 18.571428571428573, 19.714285714285715, 21.0, 21.857142857142858, 22.571428571428573, 22.571428571428573, 24.714285714285715, 25.428571428571427, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 1.1428571428571428, 0.2857142857142857, 0.0, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 1.7142857142857142, 0.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 1.2857142857142858, 0.8571428571428571, 0.7142857142857143, 0.0, 2.142857142857143, 0.7142857142857143, 0.0 ], "type_event": [ 16, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 16, 16, 16, 10, 16, 15, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 16, 10, 16, 10, 10, 16, 10, 10, 16, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Clothing Shoes and Jewelry", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominance of reviews in the \"Books\" category, which occur consistently throughout the timeline, often clustered together. Reviews for the \"Kindle Store\" category appear periodically, with several instances following clusters of book reviews. Notably, there is a slight increase in \"Kindle Store\" reviews during the later weeks, while the \"Books\" reviews maintain a steady presence. The review for \"Clothing Shoes and Jewelry\" is an isolated event that occurs alongside the \"Kindle Store\" reviews. Overall, the sequence indicates a trend of frequent engagement with books, interspersed with reviews of Kindle-related products." }, { "dim_process": 18, "seq_idx": 1475, "seq_len": 44, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.8571428571428572, 2.4285714285714284, 3.2857142857142856, 3.7142857142857144, 4.285714285714286, 5.0, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.0, 7.428571428571429, 8.0, 8.142857142857142, 8.571428571428571, 8.571428571428571, 8.714285714285714, 9.285714285714286, 9.428571428571429, 10.142857142857142, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.714285714285714, 12.142857142857142, 12.428571428571429, 12.714285714285714, 13.571428571428571, 13.714285714285714, 14.142857142857142, 15.0, 15.142857142857142, 15.428571428571429, 15.571428571428571, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.571428571428573, 18.285714285714285, 21.285714285714285, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 3.0, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The user predominantly submitted reviews in the \"Books\" category, with a consistent pattern of reviews occurring over the initial weeks. The first review appears shortly after the start of the sequence, and reviews continue to be submitted at a steady pace, with some clustering around specific weeks. Notably, there are a few instances of reviews in the \"Kindle Store\" category, which occur later in the sequence, indicating a slight diversification in review focus after several weeks of primarily reviewing books. Overall, the trend shows a sustained interest in books throughout the timeline, with occasional reviews for Kindle Store products." }, { "dim_process": 18, "seq_idx": 1476, "seq_len": 52, "time_since_start": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 1.5714285714285714, 1.8571428571428572, 3.142857142857143, 3.142857142857143, 3.142857142857143, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 5.428571428571429, 6.0, 6.0, 6.0, 6.0, 6.0, 7.571428571428571, 7.571428571428571, 7.571428571428571, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 11.285714285714286, 13.714285714285714, 13.714285714285714, 13.714285714285714, 15.142857142857142, 15.142857142857142, 15.857142857142858, 16.714285714285715, 17.714285714285715, 17.714285714285715, 19.285714285714285, 19.285714285714285, 19.571428571428573, 21.857142857142858, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.0, 0.0, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 1.2857142857142858, 0.0, 0.0, 1.1428571428571428, 0.0, 0.0, 0.0, 0.0, 0.0, 1.1428571428571428, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 1.5714285714285714, 0.0, 0.0, 1.8571428571428572, 0.0, 0.0, 0.0, 0.0, 0.0, 1.8571428571428572, 2.4285714285714284, 0.0, 0.0, 1.4285714285714286, 0.0, 0.7142857142857143, 0.8571428571428571, 1.0, 0.0, 1.5714285714285714, 0.0, 0.2857142857142857, 2.2857142857142856, 0.0 ], "type_event": [ 11, 16, 4, 12, 5, 12, 11, 11, 12, 4, 11, 4, 12, 15, 1, 5, 11, 12, 9, 4, 2, 1, 5, 5, 10, 3, 1, 16, 6, 5, 4, 12, 4, 0, 1, 6, 10, 0, 10, 9, 11, 11, 1, 9, 5, 13, 5, 5, 4, 5, 5, 2 ], "type_text": [ "Home and Kitchen", "Kindle Store", "Electronics", "Sports and Outdoors", "Automotive", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Sports and Outdoors", "Electronics", "Home and Kitchen", "Electronics", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Automotive", "Home and Kitchen", "Sports and Outdoors", "Office Products", "Electronics", "Pet Supplies", "Tools and Home Improvement", "Automotive", "Automotive", "Books", "Arts Crafts and Sewing", "Tools and Home Improvement", "Kindle Store", "Industrial and Scientific", "Automotive", "Electronics", "Sports and Outdoors", "Electronics", "Other", "Tools and Home Improvement", "Industrial and Scientific", "Books", "Other", "Books", "Office Products", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Office Products", "Automotive", "Patio Lawn and Garden", "Automotive", "Automotive", "Electronics", "Automotive", "Automotive", "Pet Supplies" ], "description": "The sequence of product reviews shows a diverse range of categories with a notable clustering of reviews in the Home and Kitchen, Sports and Outdoors, and Automotive categories. Initially, reviews are more spread out across various categories, but over time, there is an increase in frequency, particularly in the Automotive category, which sees multiple reviews concentrated in the later weeks. Additionally, there is a noticeable trend of returning to certain categories, such as Home and Kitchen and Electronics, with reviews appearing in clusters during specific periods. Overall, the sequence indicates a gradual increase in review submissions with certain categories emerging more prominently as time progresses." }, { "dim_process": 18, "seq_idx": 1477, "seq_len": 62, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.142857142857143, 2.5714285714285716, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.571428571428571, 4.571428571428571, 5.571428571428571, 5.571428571428571, 5.714285714285714, 6.285714285714286, 6.857142857142857, 7.0, 7.857142857142857, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.714285714285714, 10.571428571428571, 10.714285714285714, 11.714285714285714, 11.857142857142858, 12.571428571428571, 13.0, 13.142857142857142, 13.714285714285714, 14.0, 14.571428571428571, 14.571428571428571, 14.714285714285714, 15.714285714285714, 15.857142857142858, 16.0, 16.285714285714285, 16.571428571428573, 17.142857142857142, 17.714285714285715, 18.0, 19.142857142857142, 19.428571428571427, 19.714285714285715, 20.142857142857142, 20.285714285714285, 21.0, 21.285714285714285, 22.428571428571427, 22.571428571428573, 23.571428571428573, 24.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.0, 1.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 1.0, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 1.0, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, especially in the earlier weeks. The \"Kindle Store\" reviews appear less frequently and are primarily clustered between weeks 1 and 24, with notable occurrences at specific intervals. The reviews for \"Other\" are limited to a single instance at week 7. Overall, the majority of reviews are concentrated in the \"Books\" category, with \"Kindle Store\" reviews appearing intermittently, indicating a strong preference for books over other categories throughout the observed period." }, { "dim_process": 18, "seq_idx": 1478, "seq_len": 141, "time_since_start": [ 0.0, 0.2857142857142857, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.285714285714286, 5.428571428571429, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.142857142857143, 6.285714285714286, 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0.7142857142857143, 0.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285 ], "type_event": [ 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 16, 16, 10, 16, 10, 16, 10, 16, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 16, 10, 16, 16, 10, 16, 10, 16, 10, 10, 16, 16, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 16, 16, 16, 10, 16, 10, 16, 16, 10, 16, 16, 10, 16, 10, 16, 10, 16, 16, 16, 16, 16, 10, 16, 16, 16, 16, 16, 16, 16, 16, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of reviews for both the \"Books\" and \"Kindle Store\" categories, with a notable prevalence of \"Books\" reviews occurring earlier in the timeline. Initial reviews are predominantly for \"Books,\" with \"Kindle Store\" reviews starting to appear around the first week and increasing in frequency over time. As the sequence progresses, there is a noticeable clustering of \"Kindle Store\" reviews, particularly in the later weeks, while \"Books\" reviews remain steady but less frequent towards the end of the timeline. Overall, the user demonstrates a strong initial focus on \"Books,\" gradually incorporating more \"Kindle Store\" reviews as time goes on." }, { "dim_process": 18, "seq_idx": 1479, "seq_len": 49, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.0, 1.0, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 1.7142857142857142, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 5.571428571428571, 6.142857142857143, 6.285714285714286, 8.0, 8.0, 8.142857142857142, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.0, 9.0, 9.0, 9.857142857142858, 10.0, 11.714285714285714, 12.857142857142858, 13.0, 13.0, 18.428571428571427, 20.0, 22.142857142857142, 22.142857142857142, 22.142857142857142, 22.285714285714285, 23.0, 23.0, 23.428571428571427, 24.285714285714285, 25.0, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.0, 3.7142857142857144, 0.5714285714285714, 0.14285714285714285, 1.7142857142857142, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 0.8571428571428571, 0.14285714285714285, 1.7142857142857142, 1.1428571428571428, 0.14285714285714285, 0.0, 5.428571428571429, 1.5714285714285714, 2.142857142857143, 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.42857142857142855, 0.8571428571428571, 0.7142857142857143, 0.5714285714285714 ], "type_event": [ 10, 16, 15, 10, 7, 10, 7, 12, 10, 16, 7, 10, 10, 10, 10, 7, 2, 7, 10, 10, 15, 10, 10, 7, 10, 7, 9, 10, 10, 2, 7, 7, 10, 10, 10, 16, 10, 7, 4, 4, 3, 10, 8, 8, 4, 15, 4, 8, 7 ], "type_text": [ "Books", "Kindle Store", "Clothing Shoes and Jewelry", "Books", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Sports and Outdoors", "Books", "Kindle Store", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Pet Supplies", "Grocery and Gourmet Food", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Office Products", "Books", "Books", "Pet Supplies", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Books", "Books", "Books", "Kindle Store", "Books", "Grocery and Gourmet Food", "Electronics", "Electronics", "Arts Crafts and Sewing", "Books", "Toys and Games", "Toys and Games", "Electronics", "Clothing Shoes and Jewelry", "Electronics", "Toys and Games", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews begins with a focus on books and Kindle Store items in the initial weeks, with a notable concentration of reviews in the books category. As time progresses, grocery-related products become increasingly prominent, with several reviews clustered around those items. After a significant gap, the user shifts to reviewing electronics and toys, indicating a diversification in product interests. The reviews for clothing and shoes also appear later in the sequence, suggesting a gradual expansion of categories over time. Overall, there is a clear trend of early focus on books and grocery items, followed by a later exploration of electronics and toys." }, { "dim_process": 18, "seq_idx": 1480, "seq_len": 43, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 4.714285714285714, 4.714285714285714, 6.285714285714286, 6.571428571428571, 7.142857142857143, 7.571428571428571, 8.142857142857142, 8.857142857142858, 9.0, 9.714285714285714, 10.714285714285714, 10.857142857142858, 11.285714285714286, 12.428571428571429, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 13.571428571428571, 13.571428571428571, 13.571428571428571, 14.285714285714286, 14.428571428571429, 15.0, 15.0, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.0, 16.285714285714285, 16.428571428571427, 16.571428571428573, 18.285714285714285, 18.571428571428573, 19.571428571428573, 20.714285714285715, 21.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 3.5714285714285716, 0.0, 1.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 1.0, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 0.2857142857142857, 1.0, 1.1428571428571428, 1.0 ], "type_event": [ 11, 10, 9, 17, 8, 8, 10, 10, 12, 4, 10, 8, 7, 10, 12, 10, 11, 10, 7, 10, 7, 10, 10, 9, 8, 10, 11, 15, 10, 8, 11, 10, 0, 10, 8, 10, 15, 10, 15, 15, 13, 15, 10 ], "type_text": [ "Home and Kitchen", "Books", "Office Products", "Cell Phones and Accessories", "Toys and Games", "Toys and Games", "Books", "Books", "Sports and Outdoors", "Electronics", "Books", "Toys and Games", "Grocery and Gourmet Food", "Books", "Sports and Outdoors", "Books", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Books", "Books", "Office Products", "Toys and Games", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Home and Kitchen", "Books", "Other", "Books", "Toys and Games", "Books", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Books" ], "description": "The sequence of product reviews shows that the user initially reviews a variety of categories, with a notable focus on Books and Toys and Games appearing frequently throughout the timeline. Early reviews are more diverse, covering categories such as Home and Kitchen, Office Products, and Cell Phones and Accessories, but as time progresses, there is a significant clustering of reviews in the Books category, particularly between the 6 to 16-week mark. Additionally, there is a noticeable increase in reviews for Clothing Shoes and Jewelry in the later weeks, particularly around the 18 to 21-week range, indicating a shift in focus towards this category. Overall, the sequence reflects a trend of increasing concentration on specific categories over time, especially Books, while also showing periodic reviews in other categories." }, { "dim_process": 18, "seq_idx": 1481, "seq_len": 87, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.0, 6.142857142857143, 6.571428571428571, 7.142857142857143, 7.285714285714286, 7.571428571428571, 8.0, 8.142857142857142, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.0, 9.142857142857142, 9.428571428571429, 10.0, 10.142857142857142, 10.142857142857142, 10.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.0, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.0, 15.428571428571429, 16.0, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.285714285714285, 19.857142857142858, 21.142857142857142, 21.428571428571427, 21.857142857142858, 22.142857142857142, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.5714285714285714, 1.2857142857142858, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted over an extended period. The reviews primarily occur in clusters, with a notable concentration in the early weeks, followed by a sustained pattern of submissions throughout the timeline. The \"Kindle Store\" category appears infrequently, mainly interspersed among the reviews of \"Books,\" suggesting that while the user primarily reviews books, there are occasional interactions with the Kindle Store. Overall, the trend indicates a strong preference for reviewing books, with only a few instances of reviews for the Kindle Store occurring later in the sequence." }, { "dim_process": 18, "seq_idx": 1482, "seq_len": 58, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.0, 2.4285714285714284, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.714285714285714, 5.0, 5.714285714285714, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 7.285714285714286, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.571428571428571, 10.0, 10.571428571428571, 11.285714285714286, 11.714285714285714, 12.0, 12.571428571428571, 13.142857142857142, 13.428571428571429, 13.857142857142858, 14.0, 14.142857142857142, 14.428571428571429, 14.857142857142858, 15.0, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.142857142857142, 17.0, 17.142857142857142, 17.428571428571427, 18.0, 18.714285714285715, 19.428571428571427, 21.0, 21.571428571428573, 21.714285714285715, 21.857142857142858, 23.714285714285715, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 1.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The reviews for \"Books\" occur frequently in clusters, particularly in the early weeks, with several reviews submitted in close succession. The \"Kindle Store\" category appears less frequently, with reviews interspersed among the \"Books\" reviews, typically occurring after several weeks of book reviews. Overall, the trend indicates that book reviews are the primary activity, while Kindle Store reviews are more sporadic and occur at intervals throughout the timeline." }, { "dim_process": 18, "seq_idx": 1483, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 1.1428571428571428, 2.0, 2.142857142857143, 2.2857142857142856, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 3.857142857142857, 4.428571428571429, 5.0, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.714285714285714, 7.285714285714286, 7.571428571428571, 7.571428571428571, 7.714285714285714, 8.0, 8.142857142857142, 8.428571428571429, 9.0, 9.428571428571429, 10.142857142857142, 11.714285714285714, 11.714285714285714, 12.714285714285714, 13.714285714285714, 14.428571428571429, 15.571428571428571, 16.0, 17.142857142857142, 17.571428571428573, 18.0, 20.428571428571427, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 1.5714285714285714, 0.0, 1.0, 1.0, 0.7142857142857143, 1.1428571428571428, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 2.4285714285714284, 4.571428571428571 ], "type_event": [ 10, 10, 10, 14, 10, 10, 10, 10, 10, 10, 10, 14, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 14, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, which dominates the timeline, particularly in the early and middle periods. Reviews for \"Movies and TV\" appear sporadically, primarily clustered around the 0.71 and 9.43 marks. The \"Clothing Shoes and Jewelry\" category is noted once at 7.57, while \"Kindle Store\" reviews are submitted at 11.71 and 25.0, indicating a later interest in digital content. Overall, the trend reflects a consistent focus on books throughout the sequence, with other categories appearing infrequently and primarily later in the timeline." }, { "dim_process": 18, "seq_idx": 1484, "seq_len": 46, "time_since_start": [ 0.0, 1.5714285714285714, 1.7142857142857142, 2.0, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.142857142857143, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.714285714285714, 9.0, 9.0, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.857142857142858, 12.142857142857142, 12.428571428571429, 12.714285714285714, 13.142857142857142, 13.285714285714286, 13.571428571428571, 15.285714285714286, 15.571428571428571, 17.142857142857142, 17.428571428571427, 18.142857142857142, 18.428571428571427, 18.571428571428573, 18.714285714285715, 18.857142857142858 ], "time_since_last_event": [ 0.0, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 2.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 1.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently over a period of time, particularly concentrated in the early weeks. The user submits multiple reviews for books in the first 18 weeks, with a notable increase in frequency around weeks 2 to 5. Reviews for the Kindle Store appear intermittently, starting from week 9 and continuing to week 18, but they are less frequent compared to the book reviews. Overall, the pattern shows a strong emphasis on book reviews, with Kindle Store reviews emerging later in the sequence." }, { "dim_process": 18, "seq_idx": 1485, "seq_len": 78, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.857142857142857, 6.571428571428571, 7.142857142857143, 7.571428571428571, 7.571428571428571, 7.857142857142857, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.0, 9.285714285714286, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.0, 11.0, 11.142857142857142, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.857142857142858, 13.0, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.0, 15.428571428571429, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.0, 17.428571428571427, 17.571428571428573, 18.142857142857142, 18.285714285714285, 20.0, 20.571428571428573, 21.0, 21.857142857142858, 22.428571428571427, 22.857142857142858, 23.0, 23.142857142857142, 23.857142857142858, 24.571428571428573, 24.857142857142858, 25.0, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.7142857142857142, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 16, 10, 10, 16, 16, 10, 10, 16, 16, 16, 16, 16, 16, 10, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which is consistently reviewed in the early weeks, with a high frequency of entries during the first several weeks. The first instance of reviews from the \"Kindle Store\" category appears later, around the seventh week, and increases in frequency over time, particularly after the 15-week mark. As the timeline progresses, there is a noticeable clustering of \"Kindle Store\" reviews, especially in the later weeks, while \"Books\" reviews continue to be submitted throughout the entire sequence, albeit at a decreased rate towards the end. Overall, the trend indicates a strong initial focus on \"Books,\" followed by a gradual increase in \"Kindle Store\" reviews as time advances." }, { "dim_process": 18, "seq_idx": 1486, "seq_len": 44, "time_since_start": [ 0.0, 1.0, 2.142857142857143, 2.2857142857142856, 3.0, 3.2857142857142856, 3.857142857142857, 4.571428571428571, 4.857142857142857, 6.0, 6.142857142857143, 6.571428571428571, 7.0, 8.428571428571429, 8.571428571428571, 9.0, 9.285714285714286, 10.285714285714286, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.714285714285714, 13.428571428571429, 14.285714285714286, 14.714285714285714, 14.857142857142858, 15.0, 15.571428571428571, 16.142857142857142, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.0, 17.285714285714285, 19.0, 20.0, 20.428571428571427, 21.142857142857142, 21.571428571428573, 22.714285714285715, 23.0, 23.428571428571427, 24.571428571428573 ], "time_since_last_event": [ 0.0, 1.0, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.0, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 1.0, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user consists exclusively of reviews for books, with all events occurring in a consistent and continuous pattern over time. The reviews are clustered closely together, particularly in the earlier weeks, with a gradual spacing of events as time progresses. There is a notable trend of increased review frequency in the first half of the timeline, followed by a slight tapering off in the latter half, indicating a sustained interest in reviewing books throughout the entire period." }, { "dim_process": 18, "seq_idx": 1487, "seq_len": 64, "time_since_start": [ 0.0, 0.2857142857142857, 0.2857142857142857, 1.0, 1.0, 3.5714285714285716, 4.0, 5.0, 6.571428571428571, 8.0, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.0, 9.0, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.285714285714286, 10.714285714285714, 11.0, 11.142857142857142, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.0, 13.285714285714286, 13.714285714285714, 13.714285714285714, 14.0, 14.0, 14.142857142857142, 14.428571428571429, 14.571428571428571, 15.142857142857142, 16.0, 16.714285714285715, 17.142857142857142, 17.571428571428573, 17.857142857142858, 18.142857142857142, 18.571428571428573, 19.0, 19.0, 19.142857142857142, 19.142857142857142, 19.428571428571427, 20.0, 20.285714285714285, 20.857142857142858, 21.142857142857142, 21.285714285714285, 21.428571428571427, 22.0, 22.0, 22.285714285714285, 22.285714285714285, 22.428571428571427, 22.857142857142858, 23.428571428571427, 23.714285714285715, 23.857142857142858, 24.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.0, 0.7142857142857143, 0.0, 2.5714285714285716, 0.42857142857142855, 1.0, 1.5714285714285714, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.0 ], "type_event": [ 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 16, 16, 16, 16, 10, 10, 16, 16, 10, 16, 16, 16, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, especially in the early weeks. The \"Kindle Store\" reviews appear less frequently but start to cluster around the later weeks, particularly after the 19-week mark. Initially, there is a mix of both categories, but as time progresses, reviews for the \"Kindle Store\" increase in frequency, indicating a shift in the user's review activity. Overall, the trend indicates a sustained interest in \"Books\" with a gradual increase in \"Kindle Store\" reviews over time." }, { "dim_process": 18, "seq_idx": 1488, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.857142857142857, 5.0, 6.0, 6.428571428571429, 9.714285714285714, 10.0, 10.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 12.428571428571429, 12.571428571428571, 13.0, 13.0, 13.428571428571429, 15.571428571428571, 17.428571428571427, 18.142857142857142, 20.285714285714285, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.0, 0.42857142857142855, 3.2857142857142856, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 2.142857142857143, 1.8571428571428572, 0.7142857142857143, 2.142857142857143, 3.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The reviews for \"Kindle Store\" appear less frequently and are interspersed among the book reviews, primarily occurring at specific intervals. There is a noticeable clustering of book reviews in the earlier weeks, with a gradual decrease in frequency as time progresses, while \"Kindle Store\" reviews tend to emerge at intervals throughout the timeline. Overall, the trend indicates a sustained interest in books, with sporadic engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 1489, "seq_len": 63, "time_since_start": [ 0.0, 0.0, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.0, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 3.2857142857142856, 3.5714285714285716, 4.0, 4.142857142857143, 4.285714285714286, 4.857142857142857, 4.857142857142857, 5.142857142857143, 5.857142857142857, 6.0, 6.428571428571429, 6.857142857142857, 7.285714285714286, 8.0, 8.0, 8.0, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.0, 9.285714285714286, 10.428571428571429, 11.571428571428571, 12.428571428571429, 12.428571428571429, 12.428571428571429, 12.428571428571429, 12.714285714285714, 13.0, 13.142857142857142, 13.285714285714286, 13.285714285714286, 13.428571428571429, 13.428571428571429, 13.428571428571429, 13.571428571428571, 13.571428571428571, 13.571428571428571, 13.571428571428571, 13.571428571428571, 13.714285714285714, 13.714285714285714, 13.857142857142858, 13.857142857142858, 13.857142857142858, 14.571428571428571, 15.714285714285714, 16.428571428571427, 16.428571428571427, 16.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 1.1428571428571428, 0.8571428571428571, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.7142857142857143, 1.1428571428571428, 0.7142857142857143, 0.0, 0.0 ], "type_event": [ 2, 3, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 1, 17, 2, 10, 10, 10, 10, 15, 10, 10, 10, 10, 0, 9, 10, 0, 10, 9, 10, 10, 17, 9, 1, 13, 9, 4, 10, 15, 13, 3, 10, 17, 2, 9, 10, 10, 9, 2, 10 ], "type_text": [ "Pet Supplies", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Cell Phones and Accessories", "Pet Supplies", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Other", "Office Products", "Books", "Other", "Books", "Office Products", "Books", "Books", "Cell Phones and Accessories", "Office Products", "Tools and Home Improvement", "Patio Lawn and Garden", "Office Products", "Electronics", "Books", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Arts Crafts and Sewing", "Books", "Cell Phones and Accessories", "Pet Supplies", "Office Products", "Books", "Books", "Office Products", "Pet Supplies", "Books" ], "description": "The sequence of product reviews begins with a few diverse categories such as Pet Supplies and Arts Crafts and Sewing, but quickly transitions into a predominant focus on Books, which dominate the early weeks. As time progresses, the frequency of Book reviews remains high, with occasional reviews in other categories appearing, particularly around the 8-week mark. After this point, there is a noticeable clustering of reviews across various categories, including Office Products, Cell Phones and Accessories, and Tools and Home Improvement, occurring around the 13-week mark. The trend shows a consistent interest in Books throughout the sequence, while other categories appear more sporadically, especially in the later weeks." }, { "dim_process": 18, "seq_idx": 1490, "seq_len": 85, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.5714285714285716, 2.857142857142857, 3.0, 3.857142857142857, 4.0, 4.142857142857143, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.0, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 9.0, 9.428571428571429, 9.714285714285714, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.285714285714286, 15.142857142857142, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.0, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.0, 17.142857142857142, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.285714285714285, 18.428571428571427, 18.571428571428573, 19.142857142857142, 19.428571428571427, 20.142857142857142, 21.142857142857142, 21.571428571428573, 23.285714285714285, 24.857142857142858, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 1.0, 0.42857142857142855, 1.7142857142857142, 1.5714285714285714, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews categorized as \"Books,\" with a consistent pattern of submissions occurring over an extended period. The reviews are clustered closely together in the initial weeks, with a high frequency of submissions in the first 20 weeks. As time progresses, the frequency of reviews begins to taper off, with longer intervals between submissions noted in the later weeks. Overall, the trend indicates a strong initial engagement with the product category, followed by a gradual decline in submission frequency over time." }, { "dim_process": 18, "seq_idx": 1491, "seq_len": 53, "time_since_start": [ 0.0, 2.857142857142857, 3.2857142857142856, 3.2857142857142856, 3.857142857142857, 4.714285714285714, 5.142857142857143, 6.0, 6.142857142857143, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.142857142857142, 9.142857142857142, 9.428571428571429, 10.0, 10.285714285714286, 10.857142857142858, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.0, 12.571428571428571, 12.571428571428571, 12.714285714285714, 14.142857142857142, 14.142857142857142, 14.285714285714286, 14.714285714285714, 14.857142857142858, 14.857142857142858, 15.428571428571429, 15.857142857142858, 16.0, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.142857142857142, 17.571428571428573, 17.714285714285715, 18.285714285714285, 18.714285714285715, 18.857142857142858, 19.0, 19.571428571428573, 20.142857142857142, 21.142857142857142, 22.0, 24.285714285714285 ], "time_since_last_event": [ 0.0, 2.857142857142857, 0.42857142857142855, 0.0, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 1.4285714285714286, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.0, 0.8571428571428571, 2.2857142857142856 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a significant number of reviews submitted over an extended period. Initial reviews primarily feature \"Books,\" with a few entries for the \"Kindle Store\" appearing intermittently. The reviews cluster heavily around the \"Books\" category, particularly in the early and middle parts of the timeline, while the \"Grocery and Gourmet Food\" category appears briefly. Overall, the trend indicates a sustained interest in \"Books,\" with reviews predominantly submitted at regular intervals throughout the timeline." }, { "dim_process": 18, "seq_idx": 1492, "seq_len": 49, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 1.0, 1.4285714285714286, 1.7142857142857142, 2.0, 2.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.285714285714286, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.285714285714286, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.571428571428571, 9.428571428571429, 10.142857142857142, 10.714285714285714, 11.571428571428571, 12.142857142857142, 13.142857142857142, 13.428571428571429, 13.714285714285714, 14.857142857142858, 15.0, 15.428571428571429, 15.714285714285714, 16.0, 16.142857142857142, 16.142857142857142, 16.571428571428573, 17.428571428571427, 17.857142857142858, 20.285714285714285, 20.714285714285715, 20.857142857142858, 22.142857142857142, 22.857142857142858, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.7142857142857143, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 1.0, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 2.4285714285714284, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 1.7142857142857142 ], "type_event": [ 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 3, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 16, 10, 10, 16, 16, 10, 16, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a clear preference for the \"Books\" category, with these reviews occurring frequently throughout the timeline, particularly clustered in the early weeks. The \"Kindle Store\" reviews appear less frequently but are interspersed among the reviews for books, especially at the beginning and towards the end of the timeline. Over time, the user consistently reviews books, with a notable increase in frequency around the 7 to 12-week mark, before tapering off slightly but continuing until the end of the sequence. The pattern indicates a sustained interest in books, with occasional reviews for the Kindle Store and a brief mention of \"Arts Crafts and Sewing.\"" }, { "dim_process": 18, "seq_idx": 1493, "seq_len": 71, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 4.142857142857143, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.285714285714286, 5.571428571428571, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 7.142857142857143, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.0, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.428571428571429, 11.571428571428571, 12.428571428571429, 12.714285714285714, 13.285714285714286, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.285714285714286, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.571428571428573, 16.857142857142858, 18.0, 18.285714285714285, 19.142857142857142, 20.428571428571427, 21.857142857142858, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over a span of several weeks. The \"Kindle Store\" category appears sporadically, primarily clustered at the beginning, around the 1.5-week mark, and then again at intervals after the 18-week mark. There is a notable concentration of reviews in the \"Books\" category, particularly between the 0 to 16-week range, with fewer reviews in the \"Kindle Store\" category overall, indicating a trend of reviewing books more frequently than Kindle Store products." }, { "dim_process": 18, "seq_idx": 1494, "seq_len": 41, "time_since_start": [ 0.0, 1.5714285714285714, 1.5714285714285714, 1.8571428571428572, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 5.142857142857143, 5.714285714285714, 6.285714285714286, 6.285714285714286, 6.857142857142857, 6.857142857142857, 7.0, 8.571428571428571, 10.285714285714286, 10.428571428571429, 11.142857142857142, 11.428571428571429, 11.428571428571429, 11.428571428571429, 11.428571428571429, 11.714285714285714, 11.857142857142858, 11.857142857142858, 12.285714285714286, 12.857142857142858, 12.857142857142858, 13.142857142857142, 13.142857142857142, 13.428571428571429, 14.428571428571429, 14.428571428571429, 15.0, 15.285714285714286, 15.428571428571429, 16.142857142857142, 16.857142857142858, 17.428571428571427 ], "time_since_last_event": [ 0.0, 1.5714285714285714, 0.0, 0.2857142857142857, 1.7142857142857142, 0.0, 0.14285714285714285, 0.0, 0.0, 1.4285714285714286, 0.5714285714285714, 0.5714285714285714, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 1.5714285714285714, 1.7142857142857142, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.5714285714285714, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 1.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714 ], "type_event": [ 10, 10, 7, 7, 1, 10, 16, 5, 10, 10, 9, 11, 10, 1, 10, 16, 10, 10, 10, 10, 13, 7, 4, 10, 13, 3, 11, 10, 0, 10, 16, 10, 10, 10, 16, 1, 10, 10, 1, 10, 10 ], "type_text": [ "Books", "Books", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Tools and Home Improvement", "Books", "Kindle Store", "Automotive", "Books", "Books", "Office Products", "Home and Kitchen", "Books", "Tools and Home Improvement", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Electronics", "Books", "Patio Lawn and Garden", "Arts Crafts and Sewing", "Home and Kitchen", "Books", "Other", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Tools and Home Improvement", "Books", "Books", "Tools and Home Improvement", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with multiple reviews occurring throughout the timeline, particularly clustered around the earlier weeks and again in the later weeks. The user also reviews \"Grocery and Gourmet Food\" and \"Tools and Home Improvement\" early on, with a notable increase in reviews for \"Books\" after the initial weeks. Other categories like \"Kindle Store,\" \"Office Products,\" and \"Home and Kitchen\" appear intermittently, often following the initial surge of book reviews. Overall, the trend indicates a strong and sustained interest in books, with other categories appearing less frequently and primarily in the mid to later weeks." }, { "dim_process": 18, "seq_idx": 1495, "seq_len": 65, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.0, 3.2857142857142856, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.0, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.714285714285714, 8.857142857142858, 9.0, 9.571428571428571, 9.714285714285714, 10.0, 10.0, 10.428571428571429, 10.714285714285714, 11.0, 11.142857142857142, 12.285714285714286, 13.714285714285714, 14.0, 14.142857142857142, 14.714285714285714, 15.0, 15.714285714285714, 16.428571428571427, 16.571428571428573, 16.857142857142858, 18.428571428571427, 18.571428571428573, 21.714285714285715, 23.428571428571427, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 3.142857142857143, 1.7142857142857142, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted in quick succession during the initial weeks. Reviews for the \"Kindle Store\" category appear intermittently, primarily clustered around the 1.43, 3.71, 4.14, and later weeks, suggesting sporadic engagement with this category amidst a consistent pattern of reviewing books. Over time, the frequency of book reviews remains high, with only occasional breaks for Kindle Store reviews, indicating a sustained interest in books throughout the timeline. The reviews appear to be more concentrated in the earlier weeks, gradually tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 1496, "seq_len": 53, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 4.571428571428571, 4.857142857142857, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 7.142857142857143, 7.428571428571429, 7.571428571428571, 8.0, 8.142857142857142, 8.285714285714286, 9.0, 9.0, 9.142857142857142, 9.285714285714286, 9.571428571428571, 10.142857142857142, 10.571428571428571, 11.0, 11.571428571428571, 11.714285714285714, 13.428571428571429, 14.142857142857142, 14.285714285714286, 15.428571428571429, 16.142857142857142, 16.571428571428573, 17.285714285714285, 18.0, 18.142857142857142, 19.0, 19.142857142857142, 19.428571428571427, 20.142857142857142, 21.714285714285715, 23.142857142857142, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 1.7142857142857142, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.5714285714285714, 1.4285714285714286, 0.2857142857142857 ], "type_event": [ 16, 10, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 11, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews begins with a few early reviews in the Kindle Store, followed by a significant cluster of reviews for Books that dominate the timeline. Over the first few weeks, the user primarily reviews Books, with intermittent Kindle Store reviews. As time progresses, the frequency of Book reviews remains high, with a notable increase in the number of reviews submitted in that category. Towards the later part of the sequence, there is a brief foray into the Home and Kitchen category before returning to the established pattern of Book reviews, with occasional Kindle Store entries appearing. Overall, the trend shows a strong preference for reviewing Books, particularly in the middle to later weeks." }, { "dim_process": 18, "seq_idx": 1497, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.5714285714285714, 3.5714285714285716, 3.7142857142857144, 4.428571428571429, 4.857142857142857, 5.142857142857143, 5.142857142857143, 5.714285714285714, 6.0, 6.714285714285714, 7.142857142857143, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.428571428571429, 9.714285714285714, 10.714285714285714, 10.714285714285714, 12.142857142857142, 13.0, 13.0, 13.714285714285714, 13.857142857142858, 15.142857142857142, 15.714285714285714, 15.714285714285714, 16.0, 16.571428571428573, 16.571428571428573, 16.714285714285715, 17.0, 18.714285714285715, 18.714285714285715, 20.0, 21.0, 21.714285714285715, 21.714285714285715, 22.857142857142858, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 2.0, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 1.0, 0.0, 1.4285714285714286, 0.8571428571428571, 0.0, 0.7142857142857143, 0.14285714285714285, 1.2857142857142858, 0.5714285714285714, 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.0, 1.2857142857142858, 1.0, 0.7142857142857143, 0.0, 1.1428571428571428, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, especially in the initial weeks. The reviews for the \"Kindle Store\" category appear less frequently and are interspersed among the book reviews, often following clusters of book reviews. There is a notable increase in the frequency of reviews around the 5 to 10-week mark, with a similar pattern of clustering observed in the later weeks as well. Overall, the reviews are primarily concentrated in the \"Books\" category, with \"Kindle Store\" reviews appearing at specific intervals." }, { "dim_process": 18, "seq_idx": 1498, "seq_len": 62, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 2.7142857142857144, 3.142857142857143, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.428571428571429, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.714285714285714, 7.0, 7.428571428571429, 8.142857142857142, 8.285714285714286, 8.714285714285714, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.714285714285714, 12.0, 12.285714285714286, 12.571428571428571, 12.714285714285714, 13.571428571428571, 14.285714285714286, 14.714285714285714, 15.0, 15.142857142857142, 15.285714285714286, 16.142857142857142, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.857142857142858, 18.0, 18.285714285714285, 18.571428571428573, 19.0, 20.285714285714285, 22.142857142857142, 23.0, 23.571428571428573, 24.428571428571427, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 1.8571428571428572, 0.8571428571428571, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428 ], "type_event": [ 10, 10, 16, 16, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews in the \"Books\" category, particularly in the earlier weeks, with a gradual increase in \"Kindle Store\" reviews over time. Initially, reviews are clustered closely together, with multiple entries in the first few weeks, but as time progresses, the intervals between reviews become more varied. The reviews for \"Kindle Store\" tend to appear more frequently in the latter part of the sequence, suggesting a shift in focus. Overall, there is a consistent pattern of reviewing \"Books\" throughout the timeline, with \"Kindle Store\" reviews emerging more prominently in the later weeks." }, { "dim_process": 18, "seq_idx": 1499, "seq_len": 55, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.0, 3.0, 3.4285714285714284, 3.5714285714285716, 4.285714285714286, 4.571428571428571, 5.0, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.428571428571429, 7.142857142857143, 7.571428571428571, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.571428571428571, 10.0, 10.142857142857142, 10.714285714285714, 11.142857142857142, 11.571428571428571, 12.285714285714286, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.428571428571429, 14.571428571428571, 15.285714285714286, 17.0, 17.0, 17.857142857142858, 18.285714285714285, 18.571428571428573, 20.142857142857142, 23.0, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 1.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 1.7142857142857142, 0.0, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 2.857142857142857, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time, particularly in the early weeks. Reviews for \"Books\" are clustered primarily in the first 20 weeks, with a notable increase in frequency before the introduction of reviews for the \"Kindle Store.\" The \"Kindle Store\" reviews appear less frequently and are primarily concentrated in specific weeks, particularly around the 3-week, 8-week, and 20-week marks. Overall, the timeline indicates a sustained interest in \"Books,\" with intermittent engagement with the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 1500, "seq_len": 54, "time_since_start": [ 0.0, 0.14285714285714285, 1.1428571428571428, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 3.142857142857143, 3.4285714285714284, 4.285714285714286, 4.857142857142857, 5.428571428571429, 5.714285714285714, 6.428571428571429, 6.714285714285714, 7.0, 7.571428571428571, 8.285714285714286, 8.857142857142858, 9.142857142857142, 9.285714285714286, 10.285714285714286, 11.0, 11.428571428571429, 11.714285714285714, 12.0, 12.571428571428571, 13.0, 13.142857142857142, 13.428571428571429, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.714285714285714, 16.0, 16.285714285714285, 17.0, 17.428571428571427, 17.571428571428573, 17.714285714285715, 18.0, 18.142857142857142, 19.0, 19.285714285714285, 20.571428571428573, 20.714285714285715, 21.0, 21.571428571428573, 22.428571428571427, 22.571428571428573, 22.714285714285715, 22.714285714285715, 23.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.0, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently over a period of time, with a notable concentration in the earlier weeks. There are occasional reviews for the Kindle Store, which appear later in the sequence. The reviews for books show a gradual increase in frequency, with some clustering observed between specific weeks, while the reviews for the Kindle Store are less frequent and emerge after a significant number of book reviews have been submitted. Overall, the pattern indicates a strong initial focus on books, followed by a shift towards the Kindle Store as time progresses." }, { "dim_process": 18, "seq_idx": 1501, "seq_len": 58, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 1.8571428571428572, 2.142857142857143, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 4.571428571428571, 4.571428571428571, 4.857142857142857, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 7.0, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.714285714285714, 10.0, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.0, 12.0, 12.285714285714286, 12.857142857142858, 13.0, 13.285714285714286, 13.714285714285714, 13.714285714285714, 21.714285714285715, 21.857142857142858, 22.571428571428573, 23.714285714285715, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 8.0, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted in this category throughout the timeline. The reviews for \"Kindle Store\" appear less frequently, primarily clustered around specific points, notably at weeks 4.57, 7.0, 12.0, and 13.71. Overall, the reviews start predominantly with \"Books\" and maintain a steady frequency, while the \"Kindle Store\" reviews emerge intermittently, suggesting a pattern of sustained interest in books with occasional engagement with the Kindle Store. The timeline indicates a long-term commitment to reviewing books, with a notable gap before the last reviews in the sequence." }, { "dim_process": 18, "seq_idx": 1502, "seq_len": 58, "time_since_start": [ 0.0, 0.7142857142857143, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 3.4285714285714284, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 5.428571428571429, 5.714285714285714, 6.285714285714286, 6.428571428571429, 7.0, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.0, 10.142857142857142, 10.714285714285714, 11.0, 11.714285714285714, 11.857142857142858, 12.0, 12.285714285714286, 13.285714285714286, 13.428571428571429, 14.0, 14.428571428571429, 14.714285714285714, 15.571428571428571, 15.857142857142858, 16.571428571428573, 16.857142857142858, 17.0, 17.142857142857142, 18.0, 20.0, 20.142857142857142, 20.285714285714285, 22.142857142857142, 22.571428571428573, 23.142857142857142, 24.142857142857142, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 2.0, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.42857142857142855, 0.5714285714285714, 1.0, 0.7142857142857143 ], "type_event": [ 16, 16, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 16, 16, 10, 16, 16, 16 ], "type_text": [ "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a mix of reviews for the Kindle Store and Books, with the initial focus on the Kindle Store in the first few weeks. As time progresses, there is a noticeable shift towards a predominance of Book reviews, which cluster heavily in the early to mid-period of the timeline. Kindle Store reviews appear sporadically throughout the sequence, particularly at the beginning and towards the end, while the majority of reviews are concentrated in the Books category, especially during the middle weeks. Overall, the trend indicates a strong initial interest in Kindle Store offerings that transitions to a sustained focus on Books over time." }, { "dim_process": 18, "seq_idx": 1503, "seq_len": 64, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.0, 4.142857142857143, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.857142857142857, 6.0, 6.571428571428571, 7.0, 7.714285714285714, 8.0, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.857142857142858, 10.0, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.714285714285714, 11.857142857142858, 12.0, 12.285714285714286, 12.857142857142858, 13.285714285714286, 13.428571428571429, 14.0, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.428571428571429, 15.857142857142858, 16.142857142857142, 16.857142857142858, 18.428571428571427, 20.428571428571427, 20.714285714285715, 23.285714285714285, 23.285714285714285, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 1.5714285714285714, 2.0, 0.2857142857142857, 2.5714285714285716, 0.0, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 0 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Other" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently over an extended period, with a notable concentration in the early weeks. Reviews for books appear frequently in clusters, particularly in the first 16 weeks, with a gradual decrease in frequency over time. After 16 weeks, there is a shift to reviews for the Kindle Store, which occur intermittently, followed by a single review categorized as \"Other.\" Overall, the trend shows a strong initial focus on books, followed by a diversification into other categories later in the timeline." }, { "dim_process": 18, "seq_idx": 1504, "seq_len": 41, "time_since_start": [ 0.0, 0.42857142857142855, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.0, 4.285714285714286, 4.714285714285714, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.571428571428571, 6.714285714285714, 7.0, 7.428571428571429, 8.571428571428571, 10.714285714285714, 12.714285714285714, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.571428571428571, 14.714285714285714, 15.0, 15.428571428571429, 17.0, 17.285714285714285, 17.857142857142858, 18.571428571428573, 19.285714285714285, 19.428571428571427, 19.714285714285715, 25.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 1.7142857142857142, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 2.142857142857143, 2.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 5.285714285714286 ], "type_event": [ 10, 8, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a strong initial focus on the \"Books\" category, with multiple reviews submitted in quick succession over the first several weeks. The first review in the \"Toys and Games\" category occurs shortly after the initial book reviews, but overall, book reviews dominate the timeline. There are also instances of reviews for the \"Kindle Store\" and \"Home and Kitchen,\" but these are less frequent and appear later in the sequence. The pattern indicates a sustained interest in books, with reviews continuing to be submitted consistently over an extended period, while reviews for other categories are more sporadic." }, { "dim_process": 18, "seq_idx": 1505, "seq_len": 53, "time_since_start": [ 0.0, 0.0, 0.8571428571428571, 1.0, 2.142857142857143, 2.142857142857143, 11.857142857142858, 11.857142857142858, 12.0, 12.0, 12.428571428571429, 12.857142857142858, 12.857142857142858, 13.0, 13.0, 13.142857142857142, 13.142857142857142, 13.142857142857142, 13.285714285714286, 13.285714285714286, 13.428571428571429, 13.428571428571429, 13.428571428571429, 13.428571428571429, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.428571428571429, 14.428571428571429, 14.428571428571429, 15.571428571428571, 15.571428571428571, 15.714285714285714, 16.142857142857142, 16.428571428571427, 18.0, 18.0, 18.0, 18.142857142857142, 18.142857142857142, 18.142857142857142, 18.142857142857142, 18.428571428571427, 19.142857142857142, 19.285714285714285, 19.285714285714285, 20.0, 20.285714285714285, 20.285714285714285, 22.0, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.8571428571428571, 0.14285714285714285, 1.1428571428571428, 0.0, 9.714285714285714, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 1.1428571428571428, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.0, 0.7142857142857143, 0.2857142857142857, 0.0, 1.7142857142857142, 1.1428571428571428 ], "type_event": [ 15, 11, 1, 8, 11, 7, 7, 10, 8, 1, 8, 1, 11, 8, 7, 4, 8, 6, 8, 4, 7, 11, 10, 6, 8, 1, 6, 4, 10, 4, 10, 6, 1, 6, 6, 12, 6, 10, 4, 1, 5, 3, 15, 0, 1, 7, 5, 11, 11, 13, 1, 15, 6 ], "type_text": [ "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Toys and Games", "Home and Kitchen", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Books", "Toys and Games", "Tools and Home Improvement", "Toys and Games", "Tools and Home Improvement", "Home and Kitchen", "Toys and Games", "Grocery and Gourmet Food", "Electronics", "Toys and Games", "Industrial and Scientific", "Toys and Games", "Electronics", "Grocery and Gourmet Food", "Home and Kitchen", "Books", "Industrial and Scientific", "Toys and Games", "Tools and Home Improvement", "Industrial and Scientific", "Electronics", "Books", "Electronics", "Books", "Industrial and Scientific", "Tools and Home Improvement", "Industrial and Scientific", "Industrial and Scientific", "Sports and Outdoors", "Industrial and Scientific", "Books", "Electronics", "Tools and Home Improvement", "Automotive", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Other", "Tools and Home Improvement", "Grocery and Gourmet Food", "Automotive", "Home and Kitchen", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Industrial and Scientific" ], "description": "The sequence of product reviews begins with categories related to Clothing, Shoes and Jewelry, and Home and Kitchen, occurring early on. Over time, there is a noticeable increase in reviews for Toys and Games, particularly clustered around the 12 to 14-week mark. As the timeline progresses, there is a gradual shift towards a wider variety of categories, including Electronics and Industrial and Scientific, with several reviews submitted in close succession around the 14-week mark. Towards the later weeks, categories like Books and Automotive appear, indicating a diversification in the user's review patterns, while Tools and Home Improvement consistently receive attention throughout the sequence." }, { "dim_process": 18, "seq_idx": 1506, "seq_len": 42, "time_since_start": [ 0.0, 2.142857142857143, 2.5714285714285716, 2.857142857142857, 3.0, 3.857142857142857, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.0, 5.142857142857143, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.142857142857143, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 9.0, 9.142857142857142, 9.285714285714286, 9.571428571428571, 10.142857142857142, 10.571428571428571, 10.714285714285714, 11.142857142857142, 12.142857142857142, 12.571428571428571, 12.857142857142858, 13.428571428571429, 14.285714285714286, 14.857142857142858, 14.857142857142858, 16.285714285714285, 17.0, 18.0, 23.428571428571427 ], "time_since_last_event": [ 0.0, 2.142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.0, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 0.0, 1.4285714285714286, 0.7142857142857143, 1.0, 5.428571428571429 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 11, 15, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over the initial weeks. The first review appears at week zero, and the majority of reviews within the \"Books\" category cluster between weeks two and thirteen, with a notable peak in activity around weeks six to ten. Reviews for the \"Kindle Store\" emerge intermittently, primarily appearing after the initial surge of book reviews, while other categories like \"Home and Kitchen\" and \"Clothing Shoes and Jewelry\" are introduced later in the sequence, around week fifteen. Overall, the trend indicates a strong early emphasis on books, with the introduction of other categories occurring later in the timeline." }, { "dim_process": 18, "seq_idx": 1507, "seq_len": 50, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 2.0, 2.142857142857143, 3.2857142857142856, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.142857142857143, 5.428571428571429, 5.571428571428571, 6.0, 6.571428571428571, 7.0, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.142857142857142, 10.142857142857142, 11.0, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 15.0, 15.285714285714286, 16.0, 16.142857142857142, 17.142857142857142, 18.0, 18.142857142857142, 18.571428571428573, 21.142857142857142, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.0, 0.8571428571428571, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.0, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 2.5714285714285716, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, with all entries falling within a continuous timeline. The reviews are clustered closely together, particularly in the early weeks, with a noticeable frequency of submissions occurring in the first 18 weeks. There is a gradual decline in the rate of reviews as time progresses, with fewer reviews submitted after the 18-week mark, indicating a trend of decreasing activity over time. Overall, the user consistently reviews books throughout the entire period, without any shifts in review categories." }, { "dim_process": 18, "seq_idx": 1508, "seq_len": 44, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 5.428571428571429, 6.142857142857143, 6.142857142857143, 6.857142857142857, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.714285714285714, 10.428571428571429, 10.428571428571429, 12.285714285714286, 13.428571428571429, 13.428571428571429, 13.857142857142858, 15.142857142857142, 15.857142857142858, 15.857142857142858, 16.428571428571427, 17.285714285714285, 17.857142857142858, 17.857142857142858, 18.428571428571427, 19.428571428571427, 19.428571428571427, 20.142857142857142, 21.142857142857142, 22.285714285714285, 23.857142857142858, 24.857142857142858, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 0.0, 0.7142857142857143, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.0, 1.8571428571428572, 1.1428571428571428, 0.0, 0.42857142857142855, 1.2857142857142858, 0.7142857142857143, 0.0, 0.5714285714285714, 0.8571428571428571, 0.5714285714285714, 0.0, 0.5714285714285714, 1.0, 0.0, 0.7142857142857143, 1.0, 1.1428571428571428, 1.5714285714285714, 1.0, 0.7142857142857143 ], "type_event": [ 11, 10, 7, 10, 10, 11, 8, 11, 10, 8, 4, 10, 9, 10, 1, 8, 11, 10, 8, 10, 12, 12, 7, 11, 11, 13, 0, 8, 13, 12, 4, 10, 7, 10, 4, 15, 7, 11, 0, 10, 16, 16, 16, 11 ], "type_text": [ "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Books", "Books", "Home and Kitchen", "Toys and Games", "Home and Kitchen", "Books", "Toys and Games", "Electronics", "Books", "Office Products", "Books", "Tools and Home Improvement", "Toys and Games", "Home and Kitchen", "Books", "Toys and Games", "Books", "Sports and Outdoors", "Sports and Outdoors", "Grocery and Gourmet Food", "Home and Kitchen", "Home and Kitchen", "Patio Lawn and Garden", "Other", "Toys and Games", "Patio Lawn and Garden", "Sports and Outdoors", "Electronics", "Books", "Grocery and Gourmet Food", "Books", "Electronics", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Home and Kitchen", "Other", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Home and Kitchen" ], "description": "The sequence of product reviews shows a progression primarily focused on the \"Books\" category, which appears frequently throughout the timeline, especially in the early weeks. The user also reviews \"Home and Kitchen\" and \"Toys and Games\" in clusters around the 2 to 6-week mark, indicating a concentration of activity in these categories during that period. As time progresses, there is a noticeable increase in reviews for \"Grocery and Gourmet Food\" and \"Sports and Outdoors,\" particularly in the later weeks. Additionally, reviews for \"Electronics\" and \"Patio Lawn and Garden\" emerge intermittently, suggesting a varied interest in different categories over time. Overall, the pattern indicates a shift from an early focus on books to a broader range of categories as the timeline advances." }, { "dim_process": 18, "seq_idx": 1509, "seq_len": 48, "time_since_start": [ 0.0, 0.2857142857142857, 1.4285714285714286, 2.0, 2.142857142857143, 2.2857142857142856, 3.7142857142857144, 4.0, 4.428571428571429, 4.714285714285714, 6.428571428571429, 6.714285714285714, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.571428571428571, 8.571428571428571, 8.571428571428571, 8.714285714285714, 8.857142857142858, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.285714285714286, 11.714285714285714, 12.285714285714286, 12.857142857142858, 13.0, 14.142857142857142, 14.428571428571429, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.285714285714285, 16.571428571428573, 16.714285714285715, 16.857142857142858, 18.571428571428573, 20.428571428571427, 20.714285714285715, 20.857142857142858, 21.857142857142858, 24.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 1.8571428571428572, 0.2857142857142857, 0.14285714285714285, 1.0, 2.142857142857143 ], "type_event": [ 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 10, 7, 10, 11, 7, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 15 ], "type_text": [ "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a predominant focus on books, with the majority of reviews submitted within the first 18 weeks. Clothing, Shoes, and Jewelry reviews appear at the beginning and later at week 24, while Grocery and Gourmet Food reviews are clustered around weeks 7 to 9. There is a notable consistency in the submission of book reviews, particularly in the early weeks, followed by a slight diversification into other categories as time progresses. Overall, the trend indicates a strong initial interest in books, with sporadic reviews in other categories occurring later in the timeline." }, { "dim_process": 18, "seq_idx": 1510, "seq_len": 52, "time_since_start": [ 0.0, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.0, 2.5714285714285716, 2.857142857142857, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.285714285714286, 5.428571428571429, 6.0, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.428571428571429, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.857142857142858, 14.285714285714286, 14.571428571428571, 15.428571428571429, 16.285714285714285, 16.428571428571427, 17.571428571428573, 21.428571428571427, 21.571428571428573 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 1.1428571428571428, 3.857142857142857, 0.14285714285714285 ], "type_event": [ 16, 10, 16, 16, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a focus on the Kindle Store in the initial weeks, with multiple reviews concentrated in the first two weeks. Following this, there is a significant shift towards Books, which dominate the review submissions from around week two onwards. The frequency of reviews for Books increases notably, with clusters of reviews occurring in the later weeks, particularly around weeks 8 to 12 and again towards weeks 14 to 21. Overall, the trend indicates an early interest in the Kindle Store, followed by a sustained and growing engagement with Books over time." }, { "dim_process": 18, "seq_idx": 1511, "seq_len": 62, "time_since_start": [ 0.0, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 3.4285714285714284, 4.0, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.714285714285714, 7.714285714285714, 8.428571428571429, 8.714285714285714, 9.142857142857142, 9.714285714285714, 9.857142857142858, 10.285714285714286, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.428571428571429, 12.0, 12.857142857142858, 13.0, 13.0, 13.714285714285714, 14.142857142857142, 14.714285714285714, 15.428571428571429, 15.714285714285714, 16.0, 16.142857142857142, 16.285714285714285, 16.285714285714285, 16.571428571428573, 16.714285714285715, 17.714285714285715, 18.142857142857142, 18.428571428571427, 18.714285714285715, 19.142857142857142, 20.714285714285715, 21.142857142857142, 21.857142857142858, 22.714285714285715, 23.142857142857142, 24.428571428571427 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.0, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.0, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 1.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 1.2857142857142858 ], "type_event": [ 10, 16, 16, 16, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 16, 16, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with several reviews submitted in the first few weeks. The \"Kindle Store\" category sees an increase in activity around the second week, but the majority of reviews continue to be for \"Books\" throughout the first half of the timeline. As the sequence progresses, there is a notable clustering of \"Kindle Store\" reviews toward the later weeks, particularly between weeks 15 and 24, while \"Books\" reviews remain consistently prominent throughout the entire period. Overall, the trend indicates a strong initial preference for \"Books,\" with an increasing engagement with the \"Kindle Store\" over time." }, { "dim_process": 18, "seq_idx": 1512, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 2.4285714285714284, 3.2857142857142856, 5.285714285714286, 5.285714285714286, 6.857142857142857, 7.714285714285714, 7.857142857142857, 7.857142857142857, 9.0, 9.142857142857142, 9.714285714285714, 11.857142857142858, 12.428571428571429, 13.714285714285714, 14.0, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.285714285714286, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.142857142857142, 16.285714285714285, 17.714285714285715, 17.857142857142858, 18.571428571428573, 18.857142857142858, 19.285714285714285, 20.285714285714285, 20.428571428571427, 22.0, 22.428571428571427, 22.428571428571427, 23.285714285714285, 24.285714285714285, 25.142857142857142, 25.285714285714285, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.8571428571428572, 0.8571428571428571, 2.0, 0.0, 1.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.0, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 2.142857142857143, 0.5714285714285714, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 1.1428571428571428, 1.4285714285714286, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 1.0, 0.14285714285714285, 1.5714285714285714, 0.42857142857142855, 0.0, 0.8571428571428571, 1.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 6, 1, 1, 1, 1, 4, 1, 11, 1, 11, 9, 4, 4, 5, 1, 5, 4, 1, 4, 1, 8, 6, 4, 5, 9, 1, 15, 4, 3, 1, 5, 5, 7, 1, 4, 1, 1, 11, 4, 1, 1, 11, 7, 1, 1 ], "type_text": [ "Industrial and Scientific", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Electronics", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Office Products", "Electronics", "Electronics", "Automotive", "Tools and Home Improvement", "Automotive", "Electronics", "Tools and Home Improvement", "Electronics", "Tools and Home Improvement", "Toys and Games", "Industrial and Scientific", "Electronics", "Automotive", "Office Products", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Electronics", "Arts Crafts and Sewing", "Tools and Home Improvement", "Automotive", "Automotive", "Grocery and Gourmet Food", "Tools and Home Improvement", "Electronics", "Tools and Home Improvement", "Tools and Home Improvement", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Tools and Home Improvement", "Home and Kitchen", "Grocery and Gourmet Food", "Tools and Home Improvement", "Tools and Home Improvement" ], "description": "The sequence of product reviews shows a clear pattern in the timing and order of events. Initially, there is a focus on Tools and Home Improvement, with several reviews clustered within the first few weeks. Electronics and Automotive reviews begin to appear around the 5-week mark, indicating a diversification of interests. As time progresses, Tools and Home Improvement continues to receive attention, but there is also a noticeable increase in reviews for Electronics and Automotive around the 14 to 15-week period. The sequence concludes with a mix of categories, including Grocery and Gourmet Food and a sustained interest in Tools and Home Improvement, suggesting a consistent engagement with these product types throughout the timeline." }, { "dim_process": 18, "seq_idx": 1513, "seq_len": 75, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.0, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.857142857142857, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.428571428571429, 13.714285714285714, 14.285714285714286, 14.714285714285714, 15.0, 15.142857142857142, 15.714285714285714, 16.0, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.0, 17.285714285714285, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.571428571428573, 18.714285714285715, 18.857142857142858, 19.0, 19.285714285714285, 20.571428571428573, 20.714285714285715, 21.285714285714285, 22.0, 23.857142857142858, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 1.8571428571428572, 0.14285714285714285 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with the majority of reviews submitted consistently over the initial 24 weeks. Reviews for \"Kindle Store\" appear sporadically, primarily clustered towards the later part of the timeline, specifically after the 20-week mark. The user shows a strong focus on \"Books,\" with a notable increase in review submissions occurring in the early weeks, followed by a gradual tapering off as time progresses. The transition to reviewing \"Kindle Store\" suggests a shift in focus, occurring after a sustained period of reviewing books." }, { "dim_process": 18, "seq_idx": 1514, "seq_len": 78, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.7142857142857144, 3.2857142857142856, 3.7142857142857144, 4.285714285714286, 4.285714285714286, 4.571428571428571, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.285714285714286, 5.857142857142857, 6.428571428571429, 6.428571428571429, 6.857142857142857, 7.0, 7.142857142857143, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.714285714285714, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.714285714285714, 12.0, 12.285714285714286, 12.571428571428571, 12.714285714285714, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.857142857142858, 17.857142857142858, 18.142857142857142, 18.714285714285715, 20.857142857142858, 21.857142857142858, 21.857142857142858, 22.714285714285715, 23.142857142857142, 23.428571428571427, 24.142857142857142, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.5714285714285714, 2.142857142857143, 1.0, 0.0, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 1.0 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 11, 16, 10, 16, 10, 10, 10, 11, 7, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 11, 16, 16, 10, 10, 10, 10, 16, 7, 16, 16, 16, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Home and Kitchen", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Home and Kitchen", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Grocery and Gourmet Food", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a strong early focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. As time progresses, there is a gradual introduction of \"Kindle Store\" reviews, which begin to cluster around the 4-week mark and continue to appear frequently. The \"Home and Kitchen\" and \"Grocery and Gourmet Food\" categories are introduced later in the timeline, indicating a diversification of review categories. Overall, the trend indicates a consistent emphasis on \"Books\" throughout the sequence, with \"Kindle Store\" reviews becoming more prominent after the initial weeks." }, { "dim_process": 18, "seq_idx": 1515, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.0, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 4.142857142857143, 5.142857142857143, 5.428571428571429, 7.0, 7.0, 7.285714285714286, 7.285714285714286, 7.285714285714286, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 9.0, 10.571428571428571, 11.285714285714286, 11.714285714285714, 13.285714285714286, 14.0, 14.0, 14.285714285714286, 14.285714285714286, 14.571428571428571, 14.571428571428571, 16.428571428571427, 16.714285714285715, 17.428571428571427, 18.857142857142858, 20.142857142857142, 20.285714285714285, 21.142857142857142, 21.571428571428573, 22.0, 22.142857142857142, 22.571428571428573, 24.142857142857142, 25.0, 25.142857142857142, 25.142857142857142, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 2.4285714285714284, 1.0, 0.2857142857142857, 1.5714285714285714, 0.0, 0.2857142857142857, 0.0, 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 0.7142857142857143, 0.42857142857142855, 1.5714285714285714, 0.7142857142857143, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 1.8571428571428572, 0.2857142857142857, 0.7142857142857143, 1.4285714285714286, 1.2857142857142858, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.0, 0.0 ], "type_event": [ 13, 15, 2, 12, 17, 17, 17, 0, 0, 5, 2, 2, 17, 1, 11, 0, 12, 11, 1, 2, 13, 3, 10, 11, 7, 0, 12, 11, 12, 11, 12, 15, 15, 11, 2, 10, 3, 11, 11, 2, 4, 11, 0, 1, 11, 4, 3 ], "type_text": [ "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Pet Supplies", "Sports and Outdoors", "Cell Phones and Accessories", "Cell Phones and Accessories", "Cell Phones and Accessories", "Other", "Other", "Automotive", "Pet Supplies", "Pet Supplies", "Cell Phones and Accessories", "Tools and Home Improvement", "Home and Kitchen", "Other", "Sports and Outdoors", "Home and Kitchen", "Tools and Home Improvement", "Pet Supplies", "Patio Lawn and Garden", "Arts Crafts and Sewing", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Other", "Sports and Outdoors", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Pet Supplies", "Books", "Arts Crafts and Sewing", "Home and Kitchen", "Home and Kitchen", "Pet Supplies", "Electronics", "Home and Kitchen", "Other", "Tools and Home Improvement", "Home and Kitchen", "Electronics", "Arts Crafts and Sewing" ], "description": "The sequence of product reviews begins with categories related to outdoor and garden items, followed by clothing and pet supplies within the first week. A notable concentration of reviews for cell phones occurs in the first two weeks, after which there is a gradual increase in reviews across various categories, including tools and home improvement, sports and outdoors, and home and kitchen. As time progresses, reviews for pet supplies appear consistently, particularly around the seventh week, while categories such as books and arts and crafts emerge later in the sequence. The reviews show a trend of clustering around certain categories, with home and kitchen items receiving multiple reviews in the later weeks." }, { "dim_process": 18, "seq_idx": 1516, "seq_len": 105, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.142857142857143, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.285714285714286, 6.571428571428571, 6.714285714285714, 6.857142857142857, 6.857142857142857, 7.0, 7.285714285714286, 7.571428571428571, 8.0, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 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"Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted over time. Initially, the reviews are exclusively for \"Books,\" with a gradual introduction of \"Kindle Store\" reviews starting around the second week. The \"Kindle Store\" reviews appear intermittently, often clustered together, particularly in later weeks, while the \"Books\" reviews remain frequent throughout the entire sequence. Overall, there is a clear trend of sustained engagement with \"Books,\" with \"Kindle Store\" reviews becoming more prominent as time progresses." }, { "dim_process": 18, "seq_idx": 1517, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 3.5714285714285716, 4.142857142857143, 4.571428571428571, 5.285714285714286, 5.714285714285714, 6.714285714285714, 7.0, 8.0, 8.714285714285714, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.571428571428571, 10.714285714285714, 11.142857142857142, 11.285714285714286, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.857142857142858, 13.0, 13.428571428571429, 13.571428571428571, 13.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 15.428571428571429, 16.285714285714285, 17.142857142857142, 17.857142857142858, 18.142857142857142, 18.857142857142858, 23.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.4285714285714286, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 1.0, 0.2857142857142857, 1.0, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 4.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions occurring in the initial weeks. The reviews for books cluster heavily in the first 18 weeks, with a gradual increase in frequency over time. After the 18-week mark, there is a notable shift, as the user submits a review for electronics, followed by a review for the Kindle Store several weeks later. This indicates a transition from a focus on books to exploring other categories, albeit with a continued interest in books throughout the sequence." }, { "dim_process": 18, "seq_idx": 1518, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.42857142857142855, 1.0, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 4.857142857142857, 5.0, 5.571428571428571, 6.142857142857143, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.857142857142857, 7.857142857142857, 8.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.714285714285714, 13.0, 14.285714285714286, 19.285714285714285, 19.285714285714285, 19.428571428571427, 19.714285714285715, 19.714285714285715, 20.142857142857142, 20.285714285714285, 21.142857142857142, 21.714285714285715, 22.0, 22.285714285714285, 23.857142857142858, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.42857142857142855, 0.5714285714285714, 1.4285714285714286, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.0, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.0, 3.2857142857142856, 1.2857142857142858, 5.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 0.0 ], "type_event": [ 4, 1, 1, 9, 11, 1, 1, 11, 11, 1, 1, 1, 1, 1, 1, 11, 11, 1, 3, 1, 1, 11, 1, 1, 1, 1, 11, 1, 11, 1, 6, 15, 6, 11, 6, 11, 8, 6, 1, 1, 12, 15 ], "type_text": [ "Electronics", "Tools and Home Improvement", "Tools and Home Improvement", "Office Products", "Home and Kitchen", "Tools and Home Improvement", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Arts Crafts and Sewing", "Tools and Home Improvement", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Home and Kitchen", "Industrial and Scientific", "Home and Kitchen", "Toys and Games", "Industrial and Scientific", "Tools and Home Improvement", "Tools and Home Improvement", "Sports and Outdoors", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a focus on Electronics and Tools and Home Improvement in the initial weeks. Reviews for Tools and Home Improvement are consistently prominent, particularly clustering around the first few weeks and again around the 7-week mark. Home and Kitchen products are reviewed intermittently, with a notable increase in frequency around weeks 2 to 3 and again at weeks 14 to 20. As the sequence progresses, there is a diversification into categories such as Industrial and Scientific, Clothing Shoes and Jewelry, and Toys and Games, particularly in the later weeks, indicating a broadening of review topics over time." }, { "dim_process": 18, "seq_idx": 1519, "seq_len": 50, "time_since_start": [ 0.0, 0.0, 0.5714285714285714, 1.0, 1.5714285714285714, 1.5714285714285714, 2.0, 2.7142857142857144, 3.142857142857143, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.428571428571429, 6.142857142857143, 6.428571428571429, 6.714285714285714, 7.0, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.571428571428571, 9.0, 9.428571428571429, 9.571428571428571, 10.0, 10.571428571428571, 10.714285714285714, 11.857142857142858, 12.857142857142858, 13.0, 15.142857142857142, 15.714285714285714, 16.0, 16.571428571428573, 16.857142857142858, 17.285714285714285, 17.714285714285715, 17.857142857142858, 18.0, 19.428571428571427, 19.714285714285715, 20.0, 20.142857142857142, 20.285714285714285, 20.714285714285715, 21.857142857142858, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.0, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 1.0, 0.14285714285714285, 2.142857142857143, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855 ], "type_event": [ 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, with a majority of reviews consistently submitted over time. The first reviews appear in the initial week, with a notable clustering of \"Books\" reviews occurring in the first several weeks. \"Kindle Store\" reviews are less frequent and tend to appear sporadically, primarily interspersed among the \"Books\" reviews. Overall, the trend indicates a sustained interest in \"Books,\" with reviews continuing to be submitted over an extended period, while \"Kindle Store\" reviews are concentrated at specific intervals." }, { "dim_process": 18, "seq_idx": 1520, "seq_len": 69, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.0, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.857142857142857, 5.285714285714286, 5.285714285714286, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.428571428571429, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.0, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.428571428571429, 10.428571428571429, 10.571428571428571, 11.285714285714286, 11.428571428571429, 12.0, 12.857142857142858, 12.857142857142858, 13.714285714285714, 14.571428571428571, 14.714285714285714, 15.0, 15.0, 15.142857142857142, 15.571428571428571, 16.285714285714285, 17.571428571428573, 18.0, 19.142857142857142, 19.142857142857142, 20.428571428571427, 22.142857142857142, 22.428571428571427, 22.428571428571427, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.0, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.2857142857142858, 0.42857142857142855, 1.1428571428571428, 0.0, 1.2857142857142858, 1.7142857142857142, 0.2857142857142857, 0.0, 0.7142857142857143 ], "type_event": [ 10, 8, 10, 8, 8, 8, 8, 10, 8, 10, 8, 10, 10, 8, 10, 8, 8, 10, 10, 8, 8, 10, 8, 10, 8, 10, 15, 4, 10, 8, 8, 10, 10, 5, 10, 1, 8, 8, 10, 8, 8, 8, 8, 8, 12, 8, 8, 10, 10, 10, 4, 10, 10, 12, 8, 15, 8, 10, 15, 8, 1, 16, 10, 8, 8, 12, 8, 14, 14 ], "type_text": [ "Books", "Toys and Games", "Books", "Toys and Games", "Toys and Games", "Toys and Games", "Toys and Games", "Books", "Toys and Games", "Books", "Toys and Games", "Books", "Books", "Toys and Games", "Books", "Toys and Games", "Toys and Games", "Books", "Books", "Toys and Games", "Toys and Games", "Books", "Toys and Games", "Books", "Toys and Games", "Books", "Clothing Shoes and Jewelry", "Electronics", "Books", "Toys and Games", "Toys and Games", "Books", "Books", "Automotive", "Books", "Tools and Home Improvement", "Toys and Games", "Toys and Games", "Books", "Toys and Games", "Toys and Games", "Toys and Games", "Toys and Games", "Toys and Games", "Sports and Outdoors", "Toys and Games", "Toys and Games", "Books", "Books", "Books", "Electronics", "Books", "Books", "Sports and Outdoors", "Toys and Games", "Clothing Shoes and Jewelry", "Toys and Games", "Books", "Clothing Shoes and Jewelry", "Toys and Games", "Tools and Home Improvement", "Kindle Store", "Books", "Toys and Games", "Toys and Games", "Sports and Outdoors", "Toys and Games", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" and \"Toys and Games\" categories, with reviews for these categories occurring frequently and often in close succession. Initially, reviews for \"Books\" and \"Toys and Games\" are interspersed, but as time progresses, there is a noticeable clustering of \"Toys and Games\" reviews around the 1 to 4-week mark, followed by a gradual increase in \"Books\" reviews. Other categories, such as \"Clothing Shoes and Jewelry,\" \"Electronics,\" and \"Sports and Outdoors,\" appear later in the timeline, indicating a shift in the user's review focus over time. The sequence also includes occasional reviews for \"Movies and TV\" and \"Tools and Home Improvement,\" which are less frequent and appear towards the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 1521, "seq_len": 43, "time_since_start": [ 0.0, 0.0, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 9.428571428571429, 9.571428571428571, 12.142857142857142, 12.142857142857142, 13.142857142857142, 13.142857142857142, 13.142857142857142, 14.571428571428571, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.285714285714286, 16.0, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.571428571428573, 16.571428571428573, 16.857142857142858, 17.0, 17.142857142857142, 17.428571428571427, 17.428571428571427, 18.0, 18.0, 18.0, 18.285714285714285, 18.285714285714285, 19.142857142857142, 20.142857142857142, 20.857142857142858, 20.857142857142858, 20.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 8.857142857142858, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 2.5714285714285716, 0.0, 1.0, 0.0, 0.0, 1.4285714285714286, 0.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 0.0, 0.2857142857142857, 0.0, 0.8571428571428571, 1.0, 0.7142857142857143, 0.0, 0.0 ], "type_event": [ 11, 10, 17, 0, 15, 12, 4, 8, 15, 8, 11, 0, 8, 10, 3, 15, 11, 17, 12, 7, 8, 14, 0, 15, 8, 0, 15, 8, 15, 0, 0, 0, 15, 7, 11, 2, 4, 14, 11, 0, 14, 4, 15 ], "type_text": [ "Home and Kitchen", "Books", "Cell Phones and Accessories", "Other", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Electronics", "Toys and Games", "Clothing Shoes and Jewelry", "Toys and Games", "Home and Kitchen", "Other", "Toys and Games", "Books", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Home and Kitchen", "Cell Phones and Accessories", "Sports and Outdoors", "Grocery and Gourmet Food", "Toys and Games", "Movies and TV", "Other", "Clothing Shoes and Jewelry", "Toys and Games", "Other", "Clothing Shoes and Jewelry", "Toys and Games", "Clothing Shoes and Jewelry", "Other", "Other", "Other", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Home and Kitchen", "Pet Supplies", "Electronics", "Movies and TV", "Home and Kitchen", "Other", "Movies and TV", "Electronics", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with submissions in the Home and Kitchen and Books categories at the outset. Following this initial period, there is a notable cluster of reviews across various categories, primarily occurring around the 8 to 16-week mark, with a strong emphasis on Clothing Shoes and Jewelry, Toys and Games, and Other. As time progresses, reviews continue to be submitted in a diverse range of categories, with a resurgence in Home and Kitchen reviews around the 19-week mark. The latter part of the sequence sees a consistent presence of Other and Movies and TV reviews, indicating a broadening of interests over time." }, { "dim_process": 18, "seq_idx": 1522, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 4.0, 4.571428571428571, 4.714285714285714, 5.0, 5.142857142857143, 5.571428571428571, 6.142857142857143, 6.714285714285714, 7.0, 7.714285714285714, 8.142857142857142, 8.428571428571429, 8.857142857142858, 9.571428571428571, 10.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 12.0, 12.428571428571429, 12.571428571428571, 13.428571428571429, 13.571428571428571, 13.714285714285714, 23.0, 23.714285714285715, 24.714285714285715, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 9.285714285714286, 0.7142857142857143, 1.0, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with reviews consistently submitted over a span of several weeks. Initially, reviews are clustered closely together within the first few weeks, indicating a high frequency of submissions. As time progresses, there are still regular submissions, but the frequency appears to decrease, with notable gaps between some reviews. The \"Kindle Store\" reviews are interspersed within the timeline, occurring at two distinct points, but the majority of reviews remain concentrated in the \"Books\" category throughout the sequence." }, { "dim_process": 18, "seq_idx": 1523, "seq_len": 55, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.0, 1.7142857142857142, 1.8571428571428572, 2.5714285714285716, 2.857142857142857, 3.4285714285714284, 3.857142857142857, 4.857142857142857, 5.0, 5.857142857142857, 6.0, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.571428571428571, 7.857142857142857, 8.0, 8.285714285714286, 8.857142857142858, 10.142857142857142, 10.857142857142858, 11.714285714285714, 11.857142857142858, 12.0, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.857142857142858, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 18.428571428571427, 18.571428571428573, 18.857142857142858, 21.142857142857142, 21.857142857142858, 23.142857142857142, 23.714285714285715, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 2.2857142857142856, 0.7142857142857143, 1.2857142857142858, 0.5714285714285714, 0.2857142857142857 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the first review occurring shortly after the start of the timeline. There is an initial review in the \"Kindle Store\" shortly after the first book review, but the majority of reviews cluster around the \"Books\" category throughout the entire period. The reviews are submitted at regular intervals, with a notable increase in frequency during the early weeks, followed by a sustained pattern of submissions that continues over an extended timeframe, indicating a strong and ongoing engagement with book-related content." }, { "dim_process": 18, "seq_idx": 1524, "seq_len": 66, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 1.7142857142857142, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.857142857142857, 4.0, 4.142857142857143, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.571428571428571, 8.714285714285714, 8.714285714285714, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.857142857142858, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.285714285714286, 13.857142857142858, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 15.142857142857142, 15.428571428571429, 15.714285714285714, 16.714285714285715, 16.857142857142858, 17.857142857142858, 18.0, 18.142857142857142, 18.142857142857142, 18.714285714285715, 19.714285714285715, 20.857142857142858, 21.285714285714285, 24.285714285714285, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 1.0, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 1.0, 1.1428571428571428, 0.42857142857142855, 3.0, 0.5714285714285714 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 16, 16, 16, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on books, with multiple reviews submitted in the early weeks, particularly concentrated within the first 10 weeks. Kindle Store reviews appear sporadically throughout the timeline, often following clusters of book reviews. As time progresses, there is a noticeable increase in Kindle Store reviews, particularly after the 10-week mark, suggesting a shift in focus. The pattern shows that while book reviews dominate the early and middle parts of the timeline, Kindle Store reviews become more prominent in the latter stages, indicating a potential change in the user\u2019s review activity over time." }, { "dim_process": 18, "seq_idx": 1525, "seq_len": 40, "time_since_start": [ 0.0, 1.0, 1.4285714285714286, 1.5714285714285714, 2.0, 2.7142857142857144, 3.5714285714285716, 4.0, 4.285714285714286, 4.714285714285714, 5.0, 5.714285714285714, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 8.714285714285714, 9.714285714285714, 10.0, 11.0, 11.571428571428571, 11.714285714285714, 12.0, 12.142857142857142, 13.285714285714286, 13.714285714285714, 14.428571428571429, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.714285714285715, 19.142857142857142, 20.0, 21.142857142857142, 21.285714285714285, 22.0, 24.571428571428573 ], "time_since_last_event": [ 0.0, 1.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.7142857142857142, 1.0, 0.2857142857142857, 1.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.7142857142857143, 1.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 1.4285714285714286, 0.8571428571428571, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 2.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with the majority of reviews submitted consistently over a period of time, particularly in the early weeks. A notable shift occurs around the 6-week mark when a review for \"Home and Kitchen\" is submitted, but this is followed by a return to reviewing books. The pattern indicates that reviews for \"Books\" dominate the timeline, with only a few instances of other categories appearing later, specifically \"Clothing Shoes and Jewelry\" at week 21. Overall, the reviews are clustered primarily in the \"Books\" category throughout the sequence, with minimal diversification into other categories." }, { "dim_process": 18, "seq_idx": 1526, "seq_len": 49, "time_since_start": [ 0.0, 1.1428571428571428, 2.5714285714285716, 2.5714285714285716, 3.0, 3.142857142857143, 3.7142857142857144, 4.0, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.571428571428571, 5.714285714285714, 5.714285714285714, 6.0, 6.571428571428571, 6.857142857142857, 7.0, 7.285714285714286, 7.428571428571429, 8.571428571428571, 8.571428571428571, 8.857142857142858, 9.428571428571429, 9.428571428571429, 10.285714285714286, 10.714285714285714, 11.571428571428571, 11.571428571428571, 12.285714285714286, 12.714285714285714, 13.285714285714286, 13.714285714285714, 14.714285714285714, 15.285714285714286, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.714285714285715, 17.428571428571427, 17.714285714285715, 19.285714285714285, 19.428571428571427, 19.857142857142858, 20.571428571428573, 21.571428571428573, 22.857142857142858, 23.571428571428573, 23.571428571428573 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 1.4285714285714286, 0.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.8571428571428571, 0.42857142857142855, 0.8571428571428571, 0.0, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 1.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.0, 1.2857142857142858, 0.7142857142857143, 0.0 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 16, 16, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline. The \"Kindle Store\" reviews appear less frequently but are interspersed among the \"Books\" reviews, often following clusters of book reviews. Initially, the user primarily reviews books, with the first \"Kindle Store\" review occurring after a couple of weeks. Over time, there are noticeable clusters of reviews, particularly for \"Books,\" with several reviews submitted in close succession, while \"Kindle Store\" reviews tend to appear at intervals, suggesting a pattern of alternating focus between the two categories." }, { "dim_process": 18, "seq_idx": 1527, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.2857142857142856, 5.571428571428571, 5.571428571428571, 5.857142857142857, 5.857142857142857, 7.0, 7.857142857142857, 10.142857142857142, 10.142857142857142, 10.142857142857142, 13.0, 13.0, 13.0, 13.857142857142858, 17.714285714285715, 17.857142857142858, 17.857142857142858, 17.857142857142858, 23.428571428571427, 23.428571428571427, 25.142857142857142, 25.142857142857142, 25.142857142857142, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 3.2857142857142856, 0.0, 0.2857142857142857, 0.0, 1.1428571428571428, 0.8571428571428571, 2.2857142857142856, 0.0, 0.0, 2.857142857142857, 0.0, 0.0, 0.8571428571428571, 3.857142857142857, 0.14285714285714285, 0.0, 0.0, 5.571428571428571, 0.0, 1.7142857142857142, 0.0, 0.0, 0.0 ], "type_event": [ 12, 11, 8, 15, 10, 16, 0, 15, 0, 10, 11, 0, 10, 10, 7, 10, 9, 0, 10, 0, 7, 16, 10, 0, 15, 10, 17, 11, 8, 10, 10, 15, 11, 8, 7, 11, 7, 11, 16, 12 ], "type_text": [ "Sports and Outdoors", "Home and Kitchen", "Toys and Games", "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Other", "Clothing Shoes and Jewelry", "Other", "Books", "Home and Kitchen", "Other", "Books", "Books", "Grocery and Gourmet Food", "Books", "Office Products", "Other", "Books", "Other", "Grocery and Gourmet Food", "Kindle Store", "Books", "Other", "Clothing Shoes and Jewelry", "Books", "Cell Phones and Accessories", "Home and Kitchen", "Toys and Games", "Books", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Toys and Games", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Kindle Store", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first week, including Sports and Outdoors, Home and Kitchen, and Toys and Games. As time progresses, there is a noticeable clustering of reviews in the Books category, particularly between weeks 1 and 18, with multiple entries. Other categories, such as Clothing Shoes and Jewelry and Home and Kitchen, also see repeated reviews, particularly around weeks 10 to 18. The later stages of the sequence show a resurgence in Grocery and Gourmet Food reviews, with multiple entries occurring around weeks 23 to 25, alongside continued activity in Home and Kitchen. Overall, the sequence reflects a pattern of initial diversity in categories followed by periods of concentrated reviews in specific categories over time." }, { "dim_process": 18, "seq_idx": 1528, "seq_len": 86, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 3.4285714285714284, 3.7142857142857144, 4.0, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.714285714285714, 6.857142857142857, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.285714285714286, 10.0, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.0, 11.285714285714286, 11.428571428571429, 12.142857142857142, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.428571428571429, 13.714285714285714, 15.0, 15.142857142857142, 15.142857142857142, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.428571428571427, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.285714285714285, 18.571428571428573, 18.714285714285715, 19.0, 19.428571428571427, 20.142857142857142, 20.285714285714285, 20.428571428571427, 20.571428571428573, 20.857142857142858, 21.714285714285715, 22.0, 22.714285714285715, 24.571428571428573, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 1.8571428571428572, 0.2857142857142857 ], "type_event": [ 16, 10, 10, 10, 16, 10, 16, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 16, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 10, 16, 16, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a pattern where the user primarily reviews books, with Kindle Store reviews interspersed throughout. Initially, there is a mix of both categories, but reviews for books tend to dominate earlier in the timeline. As time progresses, there are clusters of Kindle Store reviews, particularly noticeable in later weeks, indicating a gradual increase in Kindle Store activity. Overall, the trend suggests a consistent engagement with books, while Kindle Store reviews become more frequent in the latter part of the sequence." }, { "dim_process": 18, "seq_idx": 1529, "seq_len": 41, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.0, 1.5714285714285714, 1.8571428571428572, 2.0, 2.4285714285714284, 2.5714285714285716, 9.0, 9.0, 9.142857142857142, 9.285714285714286, 9.571428571428571, 9.714285714285714, 10.571428571428571, 11.714285714285714, 12.428571428571429, 13.428571428571429, 14.0, 14.857142857142858, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.285714285714286, 15.857142857142858, 16.0, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.857142857142858, 18.142857142857142, 18.428571428571427, 19.428571428571427, 19.428571428571427, 19.714285714285715, 20.0, 20.285714285714285, 20.714285714285715, 21.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 6.428571428571429, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 0.7142857142857143, 1.0, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 1.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714 ], "type_event": [ 15, 10, 1, 15, 15, 15, 13, 13, 12, 1, 8, 8, 13, 0, 6, 6, 13, 15, 13, 5, 11, 13, 3, 9, 13, 13, 4, 8, 15, 12, 13, 4, 13, 4, 5, 1, 4, 9, 2, 15, 15 ], "type_text": [ "Clothing Shoes and Jewelry", "Books", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Patio Lawn and Garden", "Sports and Outdoors", "Tools and Home Improvement", "Toys and Games", "Toys and Games", "Patio Lawn and Garden", "Other", "Industrial and Scientific", "Industrial and Scientific", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Automotive", "Home and Kitchen", "Patio Lawn and Garden", "Arts Crafts and Sewing", "Office Products", "Patio Lawn and Garden", "Patio Lawn and Garden", "Electronics", "Toys and Games", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Patio Lawn and Garden", "Electronics", "Patio Lawn and Garden", "Electronics", "Automotive", "Tools and Home Improvement", "Electronics", "Office Products", "Pet Supplies", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a pattern where the user initially reviews Clothing, Shoes, and Jewelry, followed closely by Books and Tools and Home Improvement within the first two weeks. Reviews for Patio, Lawn, and Garden products begin around the two-week mark and continue to cluster significantly in the later weeks. A noticeable increase in reviews for Electronics occurs around the 16-week mark, while Automotive and Tools and Home Improvement reviews appear later, around the 19-week mark. Overall, there is a trend of clustering reviews for specific categories at various intervals, with certain categories like Clothing and Patio products being reviewed multiple times throughout the sequence." }, { "dim_process": 18, "seq_idx": 1530, "seq_len": 42, "time_since_start": [ 0.0, 0.5714285714285714, 1.0, 1.4285714285714286, 2.0, 2.142857142857143, 2.5714285714285716, 3.0, 3.4285714285714284, 4.0, 4.142857142857143, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 6.0, 7.142857142857143, 7.857142857142857, 8.142857142857142, 8.571428571428571, 8.714285714285714, 9.0, 11.142857142857142, 11.285714285714286, 12.142857142857142, 13.0, 14.0, 14.428571428571429, 15.142857142857142, 15.285714285714286, 16.0, 17.0, 17.142857142857142, 17.857142857142858, 18.0, 18.142857142857142, 20.571428571428573, 23.0, 23.142857142857142, 25.0 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 2.142857142857143, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 1.0, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 1.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 2.4285714285714284, 2.4285714285714284, 0.14285714285714285, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, with all entries falling within a continuous timeline. The reviews begin at week zero and continue steadily, with a notable increase in frequency during the first several weeks. There is a consistent pattern of reviews being submitted throughout the entire time span, with no gaps in the review categories. The user maintains a steady pace of submissions, with a slight clustering of reviews occurring in the earlier weeks, followed by a more spaced-out pattern in the later weeks." }, { "dim_process": 18, "seq_idx": 1531, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.2857142857142858, 2.142857142857143, 2.4285714285714284, 2.4285714285714284, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 4.285714285714286, 4.571428571428571, 5.0, 5.142857142857143, 6.0, 6.142857142857143, 6.571428571428571, 6.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 9.285714285714286, 9.428571428571429, 10.571428571428571, 11.0, 11.857142857142858, 12.142857142857142, 13.142857142857142, 13.571428571428571, 13.571428571428571, 13.714285714285714, 14.285714285714286, 14.428571428571429, 14.714285714285714, 15.428571428571429, 15.571428571428571, 17.571428571428573, 17.714285714285715, 18.428571428571427, 21.0, 21.571428571428573, 21.714285714285715, 22.142857142857142, 22.571428571428573, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.0, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 1.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 2.0, 0.14285714285714285, 0.7142857142857143, 2.5714285714285716, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews occurring throughout the timeline, particularly in the earlier weeks. The \"Kindle Store\" reviews appear less frequently and tend to cluster around specific intervals, notably after several weeks of reviewing books. There is a noticeable increase in the frequency of reviews in the later weeks, with a mix of both \"Books\" and \"Kindle Store\" reviews, suggesting a sustained engagement with both categories as time progresses. Overall, the reviews are primarily concentrated in the \"Books\" category, with \"Kindle Store\" entries interspersed at various points." }, { "dim_process": 18, "seq_idx": 1532, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.714285714285714, 4.714285714285714, 7.0, 7.0, 7.0, 7.0, 7.0, 7.0, 7.0, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.142857142857142, 10.0, 10.0, 10.0, 14.428571428571429, 18.714285714285715, 18.714285714285715, 20.857142857142858, 20.857142857142858, 20.857142857142858, 20.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 2.5714285714285716, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.2857142857142856, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 4.428571428571429, 4.285714285714286, 0.0, 2.142857142857143, 0.0, 0.0, 0.0 ], "type_event": [ 15, 1, 15, 14, 13, 10, 11, 14, 7, 13, 1, 15, 14, 13, 0, 11, 10, 10, 15, 1, 14, 9, 7, 11, 11, 10, 16, 14, 5, 15, 1, 9, 11, 15, 11, 13, 15, 12, 15, 11, 4 ], "type_text": [ "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Movies and TV", "Patio Lawn and Garden", "Books", "Home and Kitchen", "Movies and TV", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Movies and TV", "Patio Lawn and Garden", "Other", "Home and Kitchen", "Books", "Books", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Movies and TV", "Office Products", "Grocery and Gourmet Food", "Home and Kitchen", "Home and Kitchen", "Books", "Kindle Store", "Movies and TV", "Automotive", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Office Products", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Electronics" ], "description": "The sequence of product reviews begins with a cluster of diverse categories submitted within the first few weeks, primarily featuring Clothing, Tools, and Home Improvement. As time progresses, there is a notable increase in reviews for Movies and TV, alongside a consistent presence of Home and Kitchen products. By the seventh week, the reviews show a broader range of categories, with a peak in submissions occurring around the fourth week, where multiple categories are reviewed simultaneously. Towards the later weeks, reviews for Clothing Shoes and Jewelry and Home and Kitchen continue to appear frequently, indicating sustained interest in these categories, while other categories like Sports and Outdoors and Electronics emerge later in the timeline." }, { "dim_process": 18, "seq_idx": 1533, "seq_len": 54, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.5714285714285716, 3.7142857142857144, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.714285714285714, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.571428571428571, 9.571428571428571, 9.714285714285714, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.142857142857142, 11.571428571428571, 12.285714285714286, 12.428571428571429, 12.714285714285714, 12.714285714285714, 13.142857142857142, 13.428571428571429, 13.714285714285714, 14.0, 14.857142857142858, 15.0, 15.0, 15.142857142857142, 15.571428571428571, 15.857142857142858, 16.0, 16.142857142857142, 16.571428571428573, 17.142857142857142, 17.428571428571427, 18.0, 19.571428571428573, 20.0, 20.571428571428573, 20.714285714285715, 21.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 1.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 1.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, which dominates the early and later parts of the timeline. Reviews for \"Books\" are consistently submitted at regular intervals, particularly concentrated within the first 21 weeks. The \"Kindle Store\" reviews appear less frequently, with only a few instances occurring between weeks 6 and 15, indicating a notable clustering of book reviews around those periods while the Kindle Store reviews are more sporadic. Overall, the trend indicates a sustained interest in books throughout the sequence, with Kindle Store reviews serving as occasional outliers." }, { "dim_process": 18, "seq_idx": 1534, "seq_len": 63, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.1428571428571428, 1.2857142857142858, 2.7142857142857144, 3.2857142857142856, 4.0, 4.428571428571429, 4.714285714285714, 5.571428571428571, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.285714285714286, 7.571428571428571, 8.0, 8.571428571428571, 8.857142857142858, 9.0, 9.285714285714286, 9.571428571428571, 9.857142857142858, 9.857142857142858, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 12.0, 12.142857142857142, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.0, 13.142857142857142, 13.857142857142858, 14.0, 14.142857142857142, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.0, 15.142857142857142, 15.857142857142858, 16.142857142857142, 16.571428571428573, 17.0, 17.142857142857142, 17.142857142857142, 17.285714285714285, 17.857142857142858, 18.857142857142858, 20.285714285714285, 21.0, 21.142857142857142, 21.857142857142858, 22.571428571428573, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 1.0, 1.4285714285714286, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 2.0 ], "type_event": [ 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple entries occurring consistently throughout the timeline. Reviews for the \"Kindle Store\" category appear intermittently but tend to cluster around specific periods, particularly in the earlier weeks and again towards the end of the sequence. There is a notable concentration of reviews in the first half of the timeline, with a gradual tapering off as the sequence progresses, although \"Books\" remains the most frequently reviewed category throughout. Additionally, a single review for \"Home and Kitchen\" appears in the middle of the timeline, indicating a brief diversification in review focus." }, { "dim_process": 18, "seq_idx": 1535, "seq_len": 40, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 2.0, 2.0, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 4.857142857142857, 5.428571428571429, 5.857142857142857, 7.0, 7.142857142857143, 7.714285714285714, 8.0, 8.285714285714286, 8.428571428571429, 9.285714285714286, 9.714285714285714, 10.0, 11.428571428571429, 11.428571428571429, 13.857142857142858, 14.142857142857142, 14.142857142857142, 15.428571428571429, 17.285714285714285, 17.428571428571427, 17.714285714285715, 19.285714285714285, 21.571428571428573, 22.285714285714285, 24.0, 24.285714285714285, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.7142857142857143, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 0.5714285714285714, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 1.4285714285714286, 0.0, 2.4285714285714284, 0.2857142857142857, 0.0, 1.2857142857142858, 1.8571428571428572, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 2.2857142857142856, 0.7142857142857143, 1.7142857142857142, 0.2857142857142857, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 0, 10, 10, 10, 3, 2, 3, 15, 10, 10, 7, 10, 1, 10, 1, 9, 10, 10, 10, 9, 10, 10, 10, 3, 10, 10, 8, 10, 10, 10, 10, 12, 15, 10, 10, 10, 4 ], "type_text": [ "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Arts Crafts and Sewing", "Pet Supplies", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Books", "Books", "Grocery and Gourmet Food", "Books", "Tools and Home Improvement", "Books", "Tools and Home Improvement", "Office Products", "Books", "Books", "Books", "Office Products", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Electronics" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, which dominates the initial weeks. After a few weeks, reviews diversify into other categories such as \"Other,\" \"Arts Crafts and Sewing,\" and \"Pet Supplies,\" but \"Books\" continues to be a recurring theme throughout the timeline. Notably, there is a cluster of reviews in the \"Books\" category around the 7 to 11-week mark, followed by a resurgence of reviews in this category later in the sequence. Other categories like \"Office Products,\" \"Toys and Games,\" and \"Electronics\" appear less frequently and tend to occur later in the timeline, indicating a gradual shift in the user's review focus over time." }, { "dim_process": 18, "seq_idx": 1536, "seq_len": 42, "time_since_start": [ 0.0, 0.42857142857142855, 2.0, 2.4285714285714284, 3.4285714285714284, 3.857142857142857, 4.142857142857143, 4.428571428571429, 5.428571428571429, 5.857142857142857, 6.571428571428571, 7.857142857142857, 10.142857142857142, 10.428571428571429, 11.285714285714286, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.857142857142858, 13.285714285714286, 14.0, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.285714285714286, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.571428571428573, 18.428571428571427, 19.428571428571427, 20.428571428571427, 20.571428571428573, 21.0, 21.714285714285715, 22.0, 22.142857142857142, 22.285714285714285, 23.571428571428573, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 1.5714285714285714, 0.42857142857142855, 1.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.0, 0.42857142857142855, 0.7142857142857143, 1.2857142857142858, 2.2857142857142856, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.0, 1.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, with all entries falling within this single category. The reviews are submitted consistently over time, with a notable clustering of events occurring in the initial weeks, particularly within the first 12 weeks. After this initial period, the frequency of reviews appears to stabilize, with a more gradual submission pattern observed in the later weeks, indicating a sustained engagement with the book category throughout the entire timeframe." }, { "dim_process": 18, "seq_idx": 1537, "seq_len": 85, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 1.0, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.0, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.714285714285714, 5.0, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.142857142857142, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.714285714285714, 12.142857142857142, 12.571428571428571, 13.0, 13.285714285714286, 13.714285714285714, 14.0, 14.142857142857142, 14.571428571428571, 14.857142857142858, 15.285714285714286, 15.857142857142858, 16.571428571428573, 17.285714285714285, 18.0, 18.714285714285715, 18.714285714285715, 19.571428571428573, 21.428571428571427, 22.142857142857142, 22.857142857142858, 23.142857142857142, 24.428571428571427, 25.285714285714285, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.0, 0.8571428571428571, 1.8571428571428572, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 1.2857142857142858, 0.8571428571428571, 0.2857142857142857 ], "type_event": [ 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Initially, reviews are submitted for both \"Kindle Store\" and \"Books,\" but as time progresses, the frequency of \"Books\" reviews increases significantly, particularly in the early weeks. \"Kindle Store\" reviews appear less frequently and are mostly clustered at the beginning and later in the sequence, while \"Books\" reviews continue to be submitted regularly throughout the entire timeframe, with notable clusters occurring around the 1 to 3-week mark and again from weeks 10 to 15. Overall, there is a clear trend of sustained engagement with the \"Books\" category, with intermittent reviews for the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 1538, "seq_len": 65, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.2857142857142856, 4.0, 4.142857142857143, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.571428571428571, 6.714285714285714, 6.714285714285714, 6.857142857142857, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 9.142857142857142, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.571428571428571, 11.0, 11.142857142857142, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 14.428571428571429, 14.571428571428571, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.714285714285714, 18.0, 19.142857142857142, 20.857142857142858, 21.428571428571427, 22.142857142857142, 23.0, 23.714285714285715, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 1.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 2.2857142857142856, 1.1428571428571428, 1.7142857142857142, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 0.7142857142857143, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted over time. Initially, reviews are concentrated in the \"Books\" category for several weeks, with a few instances of \"Kindle Store\" reviews starting around the fourth week. As the sequence progresses, \"Books\" reviews continue to dominate, appearing frequently even as \"Kindle Store\" reviews occur intermittently. Overall, the reviews are clustered heavily in the earlier weeks, with a gradual introduction and continuation of \"Kindle Store\" reviews later in the timeline." }, { "dim_process": 18, "seq_idx": 1539, "seq_len": 59, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.0, 2.0, 2.0, 2.0, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.0, 3.142857142857143, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 7.0, 7.428571428571429, 7.857142857142857, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.0, 9.142857142857142, 9.285714285714286, 9.571428571428571, 10.0, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.428571428571429, 12.714285714285714, 13.714285714285714, 14.857142857142858, 19.0, 19.0, 19.0, 19.571428571428573, 20.571428571428573, 21.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.2857142857142858, 1.0, 1.1428571428571428, 4.142857142857143, 0.0, 0.0, 0.5714285714285714, 1.0, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 0, 4, 12, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 2, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Electronics", "Sports and Outdoors", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Pet Supplies", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time, particularly in the earlier weeks. The reviews for \"Books\" cluster heavily in the initial weeks, with a gradual introduction of other categories such as \"Kindle Store,\" \"Electronics,\" \"Sports and Outdoors,\" \"Grocery and Gourmet Food,\" and \"Pet Supplies\" occurring later in the timeline. The \"Kindle Store\" reviews begin to appear around the two-week mark and continue intermittently alongside the ongoing reviews for \"Books.\" Overall, the trend indicates a sustained interest in books, with other categories appearing less frequently and primarily clustered towards the later part of the sequence." }, { "dim_process": 18, "seq_idx": 1540, "seq_len": 47, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 1.1428571428571428, 1.5714285714285714, 1.5714285714285714, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 5.857142857142857, 6.0, 6.714285714285714, 6.714285714285714, 7.857142857142857, 8.571428571428571, 8.857142857142858, 9.571428571428571, 10.285714285714286, 10.714285714285714, 11.285714285714286, 11.714285714285714, 12.0, 12.285714285714286, 13.0, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.0, 14.428571428571429, 14.571428571428571, 14.571428571428571, 14.857142857142858, 15.571428571428571, 15.571428571428571, 16.0, 17.571428571428573, 17.714285714285715, 19.428571428571427, 19.571428571428573, 20.285714285714285, 20.285714285714285, 20.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 1.0, 0.42857142857142855, 0.0, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 2.142857142857143, 0.14285714285714285, 0.7142857142857143, 0.0, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 0.42857142857142855, 1.5714285714285714, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.7142857142857143, 0.0, 0.42857142857142855 ], "type_event": [ 1, 11, 6, 4, 13, 1, 7, 4, 4, 1, 4, 4, 4, 11, 4, 12, 15, 2, 1, 7, 11, 2, 9, 4, 7, 13, 0, 4, 11, 11, 4, 2, 7, 11, 1, 9, 9, 6, 13, 4, 13, 13, 13, 5, 1, 11, 11 ], "type_text": [ "Tools and Home Improvement", "Home and Kitchen", "Industrial and Scientific", "Electronics", "Patio Lawn and Garden", "Tools and Home Improvement", "Grocery and Gourmet Food", "Electronics", "Electronics", "Tools and Home Improvement", "Electronics", "Electronics", "Electronics", "Home and Kitchen", "Electronics", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Pet Supplies", "Tools and Home Improvement", "Grocery and Gourmet Food", "Home and Kitchen", "Pet Supplies", "Office Products", "Electronics", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Other", "Electronics", "Home and Kitchen", "Home and Kitchen", "Electronics", "Pet Supplies", "Grocery and Gourmet Food", "Home and Kitchen", "Tools and Home Improvement", "Office Products", "Office Products", "Industrial and Scientific", "Patio Lawn and Garden", "Electronics", "Patio Lawn and Garden", "Patio Lawn and Garden", "Patio Lawn and Garden", "Automotive", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a diverse set of categories submitted in the first week, primarily in Tools and Home Improvement, Home and Kitchen, Industrial and Scientific, and Electronics. Over time, there is a noticeable increase in reviews for Electronics, which peaks around the third week and continues to be a frequent category. Tools and Home Improvement reviews appear consistently throughout the timeline, particularly in the early and later weeks. Additionally, there is a clustering of reviews in the Grocery and Gourmet Food and Patio Lawn and Garden categories in the later weeks, indicating a shift in focus as time progresses. Overall, the sequence reflects a gradual diversification of review categories, with certain types recurring at various intervals." }, { "dim_process": 18, "seq_idx": 1541, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.2857142857142858, 1.5714285714285714, 2.4285714285714284, 2.857142857142857, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.857142857142857, 5.428571428571429, 5.714285714285714, 6.285714285714286, 6.571428571428571, 7.285714285714286, 8.0, 8.285714285714286, 8.714285714285714, 9.285714285714286, 9.857142857142858, 10.285714285714286, 10.857142857142858, 11.285714285714286, 11.714285714285714, 12.0, 12.428571428571429, 12.857142857142858, 13.0, 13.285714285714286, 13.714285714285714, 14.285714285714286, 14.714285714285714, 15.571428571428571, 15.714285714285714, 16.0, 16.142857142857142, 16.571428571428573, 17.285714285714285, 20.428571428571427, 21.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 3.142857142857143, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, with all entries falling within a continuous timeline. The reviews begin at week 0 and continue steadily, with a noticeable clustering of submissions occurring in the early weeks, particularly within the first 10 weeks. As time progresses, the frequency of reviews remains consistent, with some intervals of increased activity noted around weeks 15 to 17. Overall, the user maintains a regular pattern of reviewing books throughout the entire period, with no diversification into other product categories." }, { "dim_process": 18, "seq_idx": 1542, "seq_len": 69, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.0, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.428571428571429, 4.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.0, 7.285714285714286, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 9.142857142857142, 9.571428571428571, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.571428571428571, 12.0, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.142857142857142, 14.428571428571429, 15.0, 15.142857142857142, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.285714285714285, 17.0, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.0, 18.285714285714285, 18.571428571428573, 18.714285714285715, 18.857142857142858, 19.0, 20.857142857142858, 21.428571428571427, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.5714285714285714, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions occurring over time. The reviews begin shortly after the initial timestamp and continue to be submitted regularly, particularly in the early weeks, with a noticeable clustering of reviews in the first 20 weeks. As time progresses, the frequency of reviews appears to maintain a steady pace, with occasional gaps between submissions, particularly in the later weeks. Overall, the trend indicates a sustained interest in reviewing books throughout the entire period." }, { "dim_process": 18, "seq_idx": 1543, "seq_len": 68, "time_since_start": [ 0.0, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.0, 3.0, 3.142857142857143, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.714285714285714, 6.0, 6.285714285714286, 6.571428571428571, 7.142857142857143, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.428571428571429, 10.714285714285714, 11.142857142857142, 11.285714285714286, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.0, 15.428571428571429, 15.571428571428571, 16.142857142857142, 16.857142857142858, 18.285714285714285, 18.571428571428573, 18.857142857142858, 19.0, 19.285714285714285, 19.428571428571427, 20.142857142857142, 20.142857142857142, 20.285714285714285, 21.285714285714285 ], "time_since_last_event": [ 0.0, 1.8571428571428572, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The reviews for \"Kindle Store\" appear less frequently and tend to cluster around specific periods, particularly early on and again towards the later part of the sequence. Initially, most reviews are for \"Books,\" with a gradual introduction of \"Kindle Store\" reviews, which then become more concentrated in the later weeks. Overall, the trend indicates a sustained interest in \"Books\" throughout the entire timeline, with intermittent reviews for \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 1544, "seq_len": 78, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 4.0, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.0, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.714285714285714, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.0, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.428571428571429, 11.571428571428571, 12.571428571428571, 13.428571428571429, 13.571428571428571, 14.142857142857142, 14.428571428571429, 15.571428571428571, 15.571428571428571, 15.714285714285714, 16.0, 16.142857142857142, 16.428571428571427, 16.571428571428573, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 18.142857142857142, 18.428571428571427, 18.428571428571427, 18.714285714285715, 18.857142857142858, 19.571428571428573, 20.0, 20.428571428571427, 20.857142857142858, 22.0, 22.285714285714285, 23.428571428571427, 24.0, 24.142857142857142, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.0, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 3, 10, 10, 10, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which is consistently reviewed throughout the entire timeline with a high frequency. Reviews for \"Kindle Store\" appear sporadically, primarily clustered around the 2.71-week mark and again at 18.43 and 24 weeks. The \"Office Products\" category is reviewed once at 15.57 weeks, while \"Arts Crafts and Sewing\" is reviewed at 19.57 weeks, indicating these categories are less frequently engaged. Overall, the reviews are heavily concentrated in the earlier weeks, with a gradual decline in frequency as time progresses." }, { "dim_process": 18, "seq_idx": 1545, "seq_len": 40, "time_since_start": [ 0.0, 1.0, 1.1428571428571428, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.857142857142857, 4.857142857142857, 5.0, 5.142857142857143, 6.142857142857143, 6.428571428571429, 7.428571428571429, 7.857142857142857, 8.428571428571429, 8.571428571428571, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.857142857142858, 11.428571428571429, 11.714285714285714, 13.0, 13.428571428571429, 14.142857142857142, 14.857142857142858, 15.0, 15.0, 17.571428571428573, 18.285714285714285, 20.714285714285715, 21.571428571428573 ], "time_since_last_event": [ 0.0, 1.0, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.0, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 1.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.5714285714285714, 0.2857142857142857, 1.2857142857142858, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.0, 2.5714285714285716, 0.7142857142857143, 2.4285714285714284, 0.8571428571428571 ], "type_event": [ 16, 16, 16, 16, 16, 16, 16, 10, 16, 16, 16, 16, 10, 16, 16, 16, 16, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 16, 16 ], "type_text": [ "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the Kindle Store in the early weeks, with multiple reviews clustered within the first four weeks. As time progresses, there is a noticeable shift towards a higher frequency of reviews in the Books category, particularly from weeks 8 to 15, where most reviews are concentrated. The reviews for Kindle Store reappear later, around weeks 20 and 21, indicating a return to that category after a prolonged emphasis on Books. Overall, the trend reflects an initial concentration on Kindle Store products followed by a significant focus on Books before returning to Kindle Store reviews towards the end of the sequence." }, { "dim_process": 18, "seq_idx": 1546, "seq_len": 59, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 2.142857142857143, 3.142857142857143, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.0, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.285714285714286, 8.285714285714286, 8.428571428571429, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.0, 10.857142857142858, 10.857142857142858, 11.142857142857142, 11.285714285714286, 12.0, 12.285714285714286, 12.428571428571429, 12.428571428571429, 13.714285714285714, 13.857142857142858, 13.857142857142858, 14.428571428571429, 14.571428571428571, 14.571428571428571, 14.714285714285714, 15.0, 15.285714285714286, 15.428571428571429, 15.428571428571429, 15.714285714285714, 16.0, 16.571428571428573, 16.714285714285715, 17.857142857142858, 19.857142857142858, 20.142857142857142, 20.285714285714285, 21.142857142857142, 21.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.0, 1.0, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.0, 1.2857142857142858, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 2.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 16, 16, 16, 16, 10, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted at regular intervals throughout the timeline. The \"Kindle Store\" category appears less frequently but tends to cluster around specific weeks, often following a series of \"Books\" reviews. There is a notable increase in the frequency of reviews in the earlier weeks, with a gradual continuation of \"Books\" reviews interspersed with \"Kindle Store\" entries as time progresses. The reviews maintain a steady rhythm, with occasional spikes in activity, particularly around the transition from one category to another." }, { "dim_process": 18, "seq_idx": 1547, "seq_len": 47, "time_since_start": [ 0.0, 1.0, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 2.0, 2.5714285714285716, 2.857142857142857, 3.0, 3.7142857142857144, 4.142857142857143, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.0, 6.428571428571429, 7.428571428571429, 7.714285714285714, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.428571428571429, 9.571428571428571, 10.0, 10.285714285714286, 10.714285714285714, 10.714285714285714, 11.0, 11.714285714285714, 12.0, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.0, 13.285714285714286, 15.285714285714286, 15.571428571428571, 16.857142857142858, 17.0, 17.142857142857142, 17.571428571428573, 20.142857142857142, 21.285714285714285, 22.0, 23.714285714285715, 24.571428571428573, 25.285714285714285 ], "time_since_last_event": [ 0.0, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 2.0, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 2.5714285714285716, 1.1428571428571428, 0.7142857142857143, 1.7142857142857142, 0.8571428571428571, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews predominantly features a consistent focus on the \"Books\" category, with reviews primarily clustered within the first 25 weeks. The reviews are heavily concentrated in the initial weeks, with a gradual increase in frequency before a notable shift occurs around the 10-week mark, where reviews for the \"Kindle Store\" category begin to appear alongside the ongoing reviews for \"Books.\" Overall, the trend shows a strong initial engagement with books, followed by a slight diversification into Kindle Store reviews later in the timeline." }, { "dim_process": 18, "seq_idx": 1548, "seq_len": 56, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.1428571428571428, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.857142857142857, 6.285714285714286, 6.714285714285714, 7.571428571428571, 7.857142857142857, 7.857142857142857, 8.285714285714286, 8.285714285714286, 8.714285714285714, 8.857142857142858, 8.857142857142858, 9.142857142857142, 9.571428571428571, 10.714285714285714, 11.0, 11.714285714285714, 12.285714285714286, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.571428571428571, 13.142857142857142, 14.285714285714286, 14.285714285714286, 14.714285714285714, 15.142857142857142, 15.714285714285714, 16.571428571428573, 17.571428571428573, 17.714285714285715, 19.0, 19.857142857142858, 20.142857142857142, 22.142857142857142, 23.714285714285715, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 1.4285714285714286, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 1.1428571428571428, 0.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.0, 0.14285714285714285, 1.2857142857142858, 0.8571428571428571, 0.2857142857142857, 2.0, 1.5714285714285714, 0.5714285714285714 ], "type_event": [ 4, 12, 15, 11, 11, 0, 12, 1, 3, 8, 1, 12, 10, 8, 12, 10, 6, 15, 12, 4, 8, 15, 10, 2, 8, 7, 8, 10, 12, 12, 11, 10, 10, 10, 10, 10, 7, 10, 10, 12, 10, 12, 0, 12, 11, 10, 12, 10, 12, 10, 1, 12, 7, 9, 11, 15 ], "type_text": [ "Electronics", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Other", "Sports and Outdoors", "Tools and Home Improvement", "Arts Crafts and Sewing", "Toys and Games", "Tools and Home Improvement", "Sports and Outdoors", "Books", "Toys and Games", "Sports and Outdoors", "Books", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Electronics", "Toys and Games", "Clothing Shoes and Jewelry", "Books", "Pet Supplies", "Toys and Games", "Grocery and Gourmet Food", "Toys and Games", "Books", "Sports and Outdoors", "Sports and Outdoors", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Sports and Outdoors", "Books", "Sports and Outdoors", "Other", "Sports and Outdoors", "Home and Kitchen", "Books", "Sports and Outdoors", "Books", "Sports and Outdoors", "Books", "Tools and Home Improvement", "Sports and Outdoors", "Grocery and Gourmet Food", "Office Products", "Home and Kitchen", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with a notable clustering of reviews in the \"Sports and Outdoors\" and \"Books\" categories. Initially, reviews are more varied, covering electronics, clothing, and home goods within the first few weeks. As time progresses, there is a significant increase in reviews for books, particularly between weeks 9 and 17, while sports-related reviews also remain consistently present throughout the timeline. The later weeks show a return to reviewing other categories, including grocery and office products, indicating a shift in focus after an extended period of reviewing books and sports items." }, { "dim_process": 18, "seq_idx": 1549, "seq_len": 56, "time_since_start": [ 0.0, 0.0, 1.0, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.142857142857143, 2.5714285714285716, 3.0, 4.0, 5.0, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.0, 6.428571428571429, 6.571428571428571, 7.0, 7.142857142857143, 7.285714285714286, 9.142857142857142, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 11.571428571428571, 12.0, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.714285714285714, 16.0, 16.285714285714285, 16.428571428571427, 17.0, 17.142857142857142, 17.714285714285715, 17.857142857142858, 19.0, 20.428571428571427, 21.0, 21.285714285714285, 22.0, 22.142857142857142, 23.857142857142858, 25.0 ], "time_since_last_event": [ 0.0, 0.0, 1.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.0, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.1428571428571428, 1.4285714285714286, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 1.7142857142857142, 1.1428571428571428 ], "type_event": [ 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Initially, there is a mix of \"Books\" and \"Kindle Store\" reviews, but the majority of reviews cluster heavily around the \"Books\" category, especially in the early weeks. As time progresses, there are occasional reviews for the \"Kindle Store,\" but these are infrequent compared to the continuous stream of \"Books\" reviews. The review submissions appear to maintain a steady pace, with no significant gaps in the timeline, indicating ongoing engagement with the product category." }, { "dim_process": 18, "seq_idx": 1550, "seq_len": 41, "time_since_start": [ 0.0, 0.42857142857142855, 1.1428571428571428, 1.4285714285714286, 2.2857142857142856, 2.5714285714285716, 3.142857142857143, 3.857142857142857, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.285714285714286, 6.0, 6.285714285714286, 7.142857142857143, 7.285714285714286, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 9.0, 9.285714285714286, 9.428571428571429, 10.0, 10.285714285714286, 10.857142857142858, 11.142857142857142, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.285714285714286, 14.428571428571429, 14.714285714285714, 15.0, 16.142857142857142, 17.0, 17.142857142857142, 19.142857142857142, 19.428571428571427, 19.714285714285715, 21.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285, 2.0, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a consistent pattern of reviews submitted over time, particularly concentrated in the early weeks. The first review appears at week zero, and the majority of reviews continue to be submitted in the \"Books\" category, with only one review for \"Home and Kitchen\" occurring around week four. There is a noticeable cluster of reviews in the early weeks, with a gradual decline in frequency as time progresses, although reviews remain consistent throughout the timeline. The sequence indicates that the user primarily engages with the \"Books\" category, with minimal diversification in review topics." }, { "dim_process": 18, "seq_idx": 1551, "seq_len": 40, "time_since_start": [ 0.0, 1.1428571428571428, 1.2857142857142858, 2.0, 2.2857142857142856, 3.142857142857143, 3.4285714285714284, 3.857142857142857, 3.857142857142857, 4.714285714285714, 5.0, 6.142857142857143, 6.285714285714286, 7.0, 7.285714285714286, 7.428571428571429, 8.0, 8.142857142857142, 8.285714285714286, 9.142857142857142, 10.0, 10.285714285714286, 11.0, 11.857142857142858, 12.0, 12.285714285714286, 13.0, 14.0, 15.0, 15.285714285714286, 16.0, 16.142857142857142, 16.285714285714285, 17.285714285714285, 18.0, 19.0, 20.142857142857142, 21.0, 22.285714285714285, 23.0 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.0, 0.8571428571428571, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 1.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.0, 0.7142857142857143, 1.0, 1.1428571428571428, 0.8571428571428571, 1.2857142857142858, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a consistent focus on the \"Books\" category, with reviews predominantly submitted in the initial weeks. A single review for the \"Kindle Store\" appears around three and a half weeks in, but the pattern quickly returns to \"Books.\" The user continues to submit reviews primarily in the \"Books\" category, with a gradual increase in frequency over time, maintaining this focus for the duration of the sequence. Overall, the reviews cluster heavily in the \"Books\" category throughout the entire timeline, indicating a sustained interest in this area." }, { "dim_process": 18, "seq_idx": 1552, "seq_len": 46, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 2.0, 2.4285714285714284, 2.7142857142857144, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.571428571428571, 6.0, 6.857142857142857, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.285714285714286, 9.571428571428571, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.285714285714286, 12.428571428571429, 13.285714285714286, 14.428571428571429, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.714285714285714, 16.0, 16.285714285714285, 17.285714285714285, 18.142857142857142, 18.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.0, 0.8571428571428571, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted over a prolonged period. The reviews primarily cluster within the first 18 weeks, with a notable concentration of entries occurring in the earlier weeks. The only deviation from the \"Books\" category occurs later in the sequence, with three reviews for the \"Kindle Store\" submitted in the 18th week. Overall, the trend indicates a sustained engagement with books, with a gradual increase in frequency before a slight tapering off." }, { "dim_process": 18, "seq_idx": 1553, "seq_len": 71, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.714285714285714, 4.857142857142857, 5.0, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.0, 6.428571428571429, 6.571428571428571, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 8.0, 8.0, 10.0, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.571428571428571, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.714285714285714, 12.857142857142858, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.142857142857142, 14.428571428571429, 15.0, 15.142857142857142, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.571428571428573, 16.857142857142858, 17.571428571428573, 19.428571428571427, 20.0, 22.285714285714285, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 2.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 1.8571428571428572, 0.5714285714285714, 2.2857142857142856, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 3, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple entries clustered in the first few weeks. After a consistent pattern of reviewing books, there are occasional reviews in the \"Kindle Store,\" which appear intermittently. The reviews continue to heavily favor books, with only a few deviations into other categories like \"Arts Crafts and Sewing\" and \"Home and Kitchen.\" Overall, the majority of reviews are concentrated in the early weeks, with a gradual introduction of different categories occurring later in the timeline." }, { "dim_process": 18, "seq_idx": 1554, "seq_len": 76, "time_since_start": [ 0.0, 0.0, 0.0, 0.42857142857142855, 4.857142857142857, 5.0, 5.0, 5.142857142857143, 8.285714285714286, 8.285714285714286, 8.571428571428571, 9.571428571428571, 9.571428571428571, 9.571428571428571, 9.571428571428571, 10.0, 10.0, 10.142857142857142, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.285714285714286, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.571428571428571, 10.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.428571428571429, 11.428571428571429, 11.571428571428571, 11.571428571428571, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 12.142857142857142, 12.428571428571429, 12.428571428571429, 12.428571428571429, 12.857142857142858, 12.857142857142858, 13.142857142857142, 13.142857142857142, 13.857142857142858, 13.857142857142858, 14.0, 14.0, 14.0, 14.285714285714286, 15.0, 15.0, 15.0, 15.142857142857142, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.285714285714286, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 15.428571428571429, 16.285714285714285, 16.285714285714285, 17.428571428571427, 17.428571428571427, 18.285714285714285, 22.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.42857142857142855, 4.428571428571429, 0.14285714285714285, 0.0, 0.14285714285714285, 3.142857142857143, 0.0, 0.2857142857142857, 1.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 1.1428571428571428, 0.0, 0.8571428571428571, 3.7142857142857144 ], "type_event": [ 10, 9, 14, 9, 9, 10, 9, 10, 3, 10, 10, 15, 10, 11, 3, 9, 10, 8, 7, 10, 14, 2, 14, 9, 10, 7, 3, 10, 7, 10, 10, 10, 9, 2, 10, 10, 15, 7, 3, 2, 10, 10, 11, 3, 7, 10, 7, 2, 10, 2, 2, 10, 11, 15, 1, 5, 10, 10, 1, 9, 2, 11, 2, 3, 11, 15, 8, 9, 10, 6, 7, 11, 2, 10, 10, 7 ], "type_text": [ "Books", "Office Products", "Movies and TV", "Office Products", "Office Products", "Books", "Office Products", "Books", "Arts Crafts and Sewing", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Arts Crafts and Sewing", "Office Products", "Books", "Toys and Games", "Grocery and Gourmet Food", "Books", "Movies and TV", "Pet Supplies", "Movies and TV", "Office Products", "Books", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Office Products", "Pet Supplies", "Books", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Pet Supplies", "Books", "Books", "Home and Kitchen", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Pet Supplies", "Books", "Pet Supplies", "Pet Supplies", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Automotive", "Books", "Books", "Tools and Home Improvement", "Office Products", "Pet Supplies", "Home and Kitchen", "Pet Supplies", "Arts Crafts and Sewing", "Home and Kitchen", "Clothing Shoes and Jewelry", "Toys and Games", "Office Products", "Books", "Industrial and Scientific", "Grocery and Gourmet Food", "Home and Kitchen", "Pet Supplies", "Books", "Books", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews shows a pattern where the user initially reviews a variety of categories, including Books, Office Products, and Movies and TV, within the first few weeks. As time progresses, there is a noticeable increase in the frequency of reviews for Books, particularly around the 10 to 15-week mark, where multiple categories such as Grocery and Gourmet Food, Pet Supplies, and Home and Kitchen also see activity. The reviews tend to cluster around specific weeks, especially between weeks 10 and 15, indicating a period of increased engagement with various product categories. Towards the later weeks, the focus remains on Books and Grocery and Gourmet Food, with a consistent presence of Pet Supplies as well." }, { "dim_process": 18, "seq_idx": 1555, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.8571428571428572, 2.4285714285714284, 2.5714285714285716, 3.0, 3.7142857142857144, 5.0, 5.142857142857143, 6.0, 7.0, 7.285714285714286, 7.428571428571429, 7.571428571428571, 9.0, 9.142857142857142, 9.285714285714286, 9.714285714285714, 10.0, 10.857142857142858, 11.0, 12.0, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 14.571428571428571, 15.0, 16.0, 17.0, 17.857142857142858, 18.142857142857142, 18.857142857142858, 19.0, 21.428571428571427, 22.0, 22.142857142857142, 23.0, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.2857142857142858, 0.14285714285714285, 0.8571428571428571, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.42857142857142855, 1.0, 1.0, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 2.4285714285714284, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly features reviews in the \"Books\" category, with all entries falling within a continuous time frame. The reviews begin shortly after the initial timestamp and occur consistently, with clusters of reviews appearing in the early weeks. The frequency of reviews appears to taper off slightly after a peak period, but the user continues to submit reviews throughout the entire timeframe, indicating sustained engagement with the product category." }, { "dim_process": 18, "seq_idx": 1556, "seq_len": 61, "time_since_start": [ 0.0, 0.0, 0.8571428571428571, 1.0, 2.7142857142857144, 2.857142857142857, 3.0, 3.7142857142857144, 4.0, 4.0, 4.0, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.857142857142857, 6.857142857142857, 6.857142857142857, 7.0, 7.0, 7.0, 7.0, 7.0, 7.571428571428571, 7.571428571428571, 7.571428571428571, 7.714285714285714, 7.714285714285714, 8.571428571428571, 8.571428571428571, 8.571428571428571, 9.857142857142858, 9.857142857142858, 9.857142857142858, 9.857142857142858, 11.571428571428571, 11.571428571428571, 11.571428571428571, 11.571428571428571, 12.0, 13.428571428571429, 13.428571428571429, 14.285714285714286, 14.571428571428571, 16.142857142857142, 16.142857142857142, 16.142857142857142, 16.428571428571427, 16.714285714285715, 16.714285714285715, 22.857142857142858, 22.857142857142858, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.8571428571428571, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.0, 0.8571428571428571, 0.0, 0.0, 1.2857142857142858, 0.0, 0.0, 0.0, 1.7142857142857142, 0.0, 0.0, 0.0, 0.42857142857142855, 1.4285714285714286, 0.0, 0.8571428571428571, 0.2857142857142857, 1.5714285714285714, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 6.142857142857143, 0.0, 0.0 ], "type_event": [ 12, 4, 1, 12, 12, 12, 15, 1, 15, 12, 0, 17, 1, 6, 12, 12, 10, 9, 0, 12, 12, 13, 1, 10, 12, 7, 3, 11, 1, 15, 12, 3, 12, 10, 11, 12, 1, 12, 17, 5, 4, 11, 12, 13, 1, 4, 12, 13, 12, 1, 12, 12, 12, 3, 7, 0, 12, 11, 4, 12, 13 ], "type_text": [ "Sports and Outdoors", "Electronics", "Tools and Home Improvement", "Sports and Outdoors", "Sports and Outdoors", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Other", "Cell Phones and Accessories", "Tools and Home Improvement", "Industrial and Scientific", "Sports and Outdoors", "Sports and Outdoors", "Books", "Office Products", "Other", "Sports and Outdoors", "Sports and Outdoors", "Patio Lawn and Garden", "Tools and Home Improvement", "Books", "Sports and Outdoors", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Home and Kitchen", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Arts Crafts and Sewing", "Sports and Outdoors", "Books", "Home and Kitchen", "Sports and Outdoors", "Tools and Home Improvement", "Sports and Outdoors", "Cell Phones and Accessories", "Automotive", "Electronics", "Home and Kitchen", "Sports and Outdoors", "Patio Lawn and Garden", "Tools and Home Improvement", "Electronics", "Sports and Outdoors", "Patio Lawn and Garden", "Sports and Outdoors", "Tools and Home Improvement", "Sports and Outdoors", "Sports and Outdoors", "Sports and Outdoors", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Other", "Sports and Outdoors", "Home and Kitchen", "Electronics", "Sports and Outdoors", "Patio Lawn and Garden" ], "description": "The sequence of product reviews begins with a focus on Sports and Outdoors and Electronics, with initial reviews clustered closely together. As time progresses, there is a notable increase in reviews for Sports and Outdoors, which consistently appears throughout the timeline, often alongside Tools and Home Improvement. Other categories, such as Clothing Shoes and Jewelry and Arts Crafts and Sewing, emerge intermittently, while Electronics and Patio Lawn and Garden reviews appear more prominently in the later weeks. Overall, the trend shows a sustained interest in Sports and Outdoors, with various other categories being reviewed at different intervals, particularly around the 7 to 11-week mark." }, { "dim_process": 18, "seq_idx": 1557, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.5714285714285716, 2.7142857142857144, 3.0, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.571428571428571, 7.0, 8.0, 8.142857142857142, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.428571428571429, 11.0, 11.142857142857142, 12.0, 15.714285714285714, 16.428571428571427, 16.428571428571427, 18.428571428571427, 21.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 1.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 3.7142857142857144, 0.7142857142857143, 0.0, 2.0, 2.857142857142857 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Initially, there is a mix of \"Books\" and \"Kindle Store\" reviews, but as time progresses, the frequency of \"Books\" reviews increases significantly, especially in the first few weeks. \"Kindle Store\" reviews appear sporadically, primarily clustered around the early and later parts of the timeline, while \"Books\" reviews dominate throughout the entire sequence. The review submissions generally occur more frequently in the earlier weeks, with a noticeable decline in the frequency of submissions as time goes on, particularly after the 10-week mark." }, { "dim_process": 18, "seq_idx": 1558, "seq_len": 51, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.5714285714285714, 1.5714285714285714, 2.4285714285714284, 5.0, 6.0, 6.428571428571429, 6.857142857142857, 7.142857142857143, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.142857142857142, 10.0, 10.571428571428571, 10.714285714285714, 11.0, 11.285714285714286, 11.714285714285714, 11.714285714285714, 12.142857142857142, 12.142857142857142, 12.428571428571429, 12.428571428571429, 13.142857142857142, 13.285714285714286, 13.571428571428571, 14.142857142857142, 14.714285714285714, 14.714285714285714, 15.0, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.0, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 18.0, 18.142857142857142, 18.857142857142858, 19.0, 19.571428571428573, 21.285714285714285, 23.714285714285715, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.0, 0.8571428571428571, 2.5714285714285716, 1.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 1.7142857142857142, 2.4285714285714284, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 16, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with the majority of reviews submitted in this category throughout the timeline. Reviews for the \"Kindle Store\" category appear intermittently, often clustering around specific periods, particularly around the 11-week and 23-week marks. Initially, reviews are concentrated in the first few weeks, with a gradual increase in frequency over time, particularly noticeable after the 10-week point. The pattern indicates a consistent engagement with books, while the Kindle Store reviews seem to be supplementary and less frequent." }, { "dim_process": 18, "seq_idx": 1559, "seq_len": 46, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.0, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.7142857142857144, 3.0, 3.4285714285714284, 4.0, 4.0, 4.0, 4.285714285714286, 4.428571428571429, 5.714285714285714, 6.0, 7.428571428571429, 7.571428571428571, 8.142857142857142, 8.285714285714286, 10.142857142857142, 10.857142857142858, 11.285714285714286, 11.428571428571429, 13.0, 13.142857142857142, 14.285714285714286, 14.571428571428571, 15.0, 15.428571428571429, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.857142857142858, 21.714285714285715, 23.0 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.8571428571428572, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0, 2.857142857142857, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 0, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 3, 10, 2, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Other", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Arts Crafts and Sewing", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the first few weeks. A notable shift occurs around the four-week mark, where reviews for \"Grocery and Gourmet Food,\" \"Other,\" and \"Kindle Store\" emerge alongside continued reviews for \"Books.\" Following this, the majority of reviews remain concentrated in the \"Books\" category, with occasional entries in \"Kindle Store,\" \"Arts Crafts and Sewing,\" and \"Pet Supplies.\" The review activity shows a consistent pattern of clustering around the \"Books\" category, with sporadic diversification into other categories primarily occurring after the initial weeks." }, { "dim_process": 18, "seq_idx": 1560, "seq_len": 50, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 1.4285714285714286, 2.0, 3.0, 3.142857142857143, 3.5714285714285716, 4.142857142857143, 4.857142857142857, 5.0, 5.142857142857143, 5.571428571428571, 5.857142857142857, 6.285714285714286, 6.428571428571429, 6.571428571428571, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.285714285714286, 10.142857142857142, 10.714285714285714, 11.0, 11.142857142857142, 12.0, 12.142857142857142, 12.571428571428571, 12.857142857142858, 13.142857142857142, 13.428571428571429, 13.714285714285714, 14.285714285714286, 15.142857142857142, 15.571428571428571, 16.142857142857142, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.714285714285715, 18.142857142857142, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 1.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 4.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user is consistently focused on the \"Books\" category, with reviews occurring at regular intervals over an extended period. The reviews begin shortly after the initial timestamp and continue to be submitted frequently, particularly in the early weeks. As time progresses, the frequency of reviews shows a slight decrease, but the user maintains a steady pattern of submitting reviews throughout the entire timeframe. There are no other categories represented, indicating a singular focus on books throughout the review period." }, { "dim_process": 18, "seq_idx": 1561, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.0, 1.2857142857142858, 1.8571428571428572, 2.2857142857142856, 3.2857142857142856, 4.285714285714286, 4.571428571428571, 5.0, 5.0, 5.857142857142857, 6.0, 6.571428571428571, 6.571428571428571, 6.857142857142857, 7.857142857142857, 8.142857142857142, 8.857142857142858, 9.0, 9.285714285714286, 9.857142857142858, 10.285714285714286, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.857142857142858, 13.428571428571429, 14.857142857142858, 15.285714285714286, 16.142857142857142, 16.285714285714285, 16.428571428571427, 18.285714285714285, 20.285714285714285, 22.428571428571427, 22.428571428571427, 23.857142857142858, 24.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.0, 1.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857, 1.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 1.5714285714285714, 1.4285714285714286, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 2.0, 2.142857142857143, 0.0, 1.4285714285714286, 0.14285714285714285 ], "type_event": [ 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 13, 10, 14, 15, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 15, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Patio Lawn and Garden", "Books", "Movies and TV", "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Books" ], "description": "The sequence of product reviews shows a strong initial focus on the \"Books\" category, with multiple reviews submitted in the first few weeks. After a period of consistent reviews for books, there is a brief diversification into other categories like \"Kindle Store,\" \"Movies and TV,\" \"Clothing Shoes and Jewelry,\" and \"Patio Lawn and Garden\" around the 5-week mark. Following this diversification, the reviews return predominantly to \"Books,\" with a notable cluster of reviews occurring between weeks 6 and 11. The trend continues with sporadic reviews in other categories, but the majority remains centered on \"Books,\" particularly in the later weeks of the sequence, indicating a sustained interest over time." }, { "dim_process": 18, "seq_idx": 1562, "seq_len": 60, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 4.0, 4.142857142857143, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.285714285714286, 6.142857142857143, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.571428571428571, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.428571428571429, 13.0, 13.285714285714286, 14.0, 14.285714285714286, 14.428571428571429, 15.142857142857142, 15.285714285714286, 16.142857142857142, 16.857142857142858, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.142857142857142, 19.0, 19.142857142857142, 21.0, 21.142857142857142, 21.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.5714285714285714 ], "type_event": [ 10, 16, 16, 10, 16, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a mix of categories, predominantly featuring \"Books\" and \"Kindle Store\" reviews in the initial weeks. Over time, there is a noticeable trend where \"Books\" reviews dominate the sequence, particularly after the first few weeks, with only occasional reviews for the \"Kindle Store\" interspersed. The reviews cluster heavily around the \"Books\" category, especially in the later weeks, with a significant concentration occurring between the 2nd and 21st weeks. The frequency of \"Kindle Store\" reviews appears to decrease as the sequence progresses, suggesting a shift towards a more singular focus on \"Books.\"" }, { "dim_process": 18, "seq_idx": 1563, "seq_len": 73, "time_since_start": [ 0.0, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.4285714285714284, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.857142857142857, 5.857142857142857, 6.0, 6.0, 6.571428571428571, 6.571428571428571, 6.714285714285714, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.285714285714286, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.428571428571429, 12.428571428571429, 13.142857142857142, 13.142857142857142, 13.285714285714286, 13.714285714285714, 14.142857142857142, 15.714285714285714, 15.857142857142858, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.857142857142858, 17.142857142857142, 17.142857142857142, 17.285714285714285, 17.714285714285715, 18.142857142857142, 18.142857142857142, 18.285714285714285, 18.285714285714285, 19.857142857142858, 19.857142857142858, 20.857142857142858, 22.714285714285715, 24.857142857142858 ], "time_since_last_event": [ 0.0, 1.8571428571428572, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 1.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 1.5714285714285714, 0.0, 1.0, 1.8571428571428572, 2.142857142857143 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 15, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 16, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 12, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16, 7, 11, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Sports and Outdoors", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Grocery and Gourmet Food", "Home and Kitchen", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple entries clustered in the initial weeks. As time progresses, reviews for \"Kindle Store\" start to appear, often alongside \"Books,\" indicating a trend of simultaneous interest in both categories. There is a notable shift towards \"Kindle Store\" reviews in the later weeks, particularly around the 12th week and beyond, while \"Books\" continues to dominate throughout the sequence. Other categories, such as \"Clothing Shoes and Jewelry,\" \"Sports and Outdoors,\" and \"Grocery and Gourmet Food,\" appear sporadically, indicating a less frequent engagement compared to the primary focus on books and Kindle products." }, { "dim_process": 18, "seq_idx": 1564, "seq_len": 84, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 2.4285714285714284, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.5714285714285716, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.428571428571429, 5.571428571428571, 5.571428571428571, 5.714285714285714, 6.285714285714286, 8.428571428571429, 8.428571428571429, 8.571428571428571, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.571428571428571, 9.571428571428571, 10.142857142857142, 10.285714285714286, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.0, 11.0, 12.285714285714286, 12.428571428571429, 12.428571428571429, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.571428571428571, 13.571428571428571, 14.0, 14.571428571428571, 14.571428571428571, 15.0, 15.142857142857142, 15.285714285714286, 15.857142857142858, 16.0, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.714285714285715, 18.0, 18.285714285714285, 18.714285714285715, 18.857142857142858, 19.0, 19.571428571428573, 20.428571428571427, 20.857142857142858, 21.142857142857142, 21.714285714285715, 21.714285714285715, 22.285714285714285, 22.428571428571427, 23.0, 23.0, 24.142857142857142, 24.142857142857142, 24.285714285714285, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 2.142857142857143, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 1.2857142857142858, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 0.42857142857142855, 0.5714285714285714, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.0, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.0, 1.1428571428571428, 0.0, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10, 16, 10, 10, 16, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Initially, reviews are exclusively for \"Books,\" but around the 3-week mark, reviews for the \"Kindle Store\" begin to appear, indicating a gradual introduction of this category. As time progresses, there are clusters of reviews for both \"Books\" and \"Kindle Store,\" with notable increases in activity around the 8-week and 20-week marks, where multiple reviews for both categories are submitted in close succession. Overall, the trend indicates a sustained interest in \"Books,\" with intermittent engagement with the \"Kindle Store\" throughout the timeline." }, { "dim_process": 18, "seq_idx": 1565, "seq_len": 71, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.4285714285714286, 2.0, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.4285714285714284, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.571428571428571, 8.0, 8.428571428571429, 8.714285714285714, 9.0, 9.285714285714286, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.714285714285714, 11.428571428571429, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.714285714285714, 13.0, 13.285714285714286, 13.571428571428571, 13.714285714285714, 13.857142857142858, 13.857142857142858, 14.0, 14.571428571428571, 14.857142857142858, 15.285714285714286, 15.857142857142858, 16.0, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.857142857142858, 19.428571428571427, 20.142857142857142, 20.714285714285715, 20.857142857142858, 21.142857142857142, 21.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 4, 10, 10, 16, 10, 10, 14, 10, 10, 10, 10, 10, 10, 10, 10, 4, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Books", "Kindle Store", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a consistent focus on the \"Books\" category, with multiple reviews submitted in close succession during the initial weeks. As time progresses, there is a slight diversification with the introduction of reviews for the \"Kindle Store\" and \"Electronics\" categories, although \"Books\" remains the dominant category throughout. Reviews for \"Books\" continue to cluster in the early and later weeks, while the reviews for \"Kindle Store\" and \"Electronics\" appear sporadically. The trend indicates a sustained interest in \"Books\" over the entire timeline, with occasional shifts to other categories." }, { "dim_process": 18, "seq_idx": 1566, "seq_len": 87, "time_since_start": [ 0.0, 0.7142857142857143, 6.285714285714286, 7.0, 8.428571428571429, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 9.857142857142858, 9.857142857142858, 10.0, 10.0, 10.142857142857142, 10.285714285714286, 10.714285714285714, 10.714285714285714, 10.857142857142858, 10.857142857142858, 11.0, 11.142857142857142, 11.142857142857142, 11.285714285714286, 11.285714285714286, 11.428571428571429, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.714285714285714, 11.714285714285714, 12.0, 12.0, 12.142857142857142, 12.142857142857142, 12.285714285714286, 12.285714285714286, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.428571428571429, 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0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0 ], "type_event": [ 11, 11, 7, 11, 3, 15, 11, 3, 3, 13, 11, 3, 3, 3, 11, 17, 11, 15, 12, 11, 15, 11, 11, 3, 3, 3, 15, 11, 15, 11, 3, 3, 3, 13, 11, 11, 3, 13, 1, 11, 3, 3, 3, 3, 15, 3, 11, 0, 15, 3, 15, 0, 3, 15, 3, 15, 3, 3, 3, 3, 3, 3, 12, 3, 7, 3, 3, 15, 3, 3, 15, 3, 3, 7, 15, 15, 15, 3, 7, 7, 3, 15, 3, 15, 15, 7, 15 ], "type_text": [ "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Home and Kitchen", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Patio Lawn and Garden", "Home and Kitchen", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Home and Kitchen", "Cell Phones and Accessories", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Patio Lawn and Garden", "Home and Kitchen", "Home and Kitchen", "Arts Crafts and Sewing", "Patio Lawn and Garden", "Tools and Home Improvement", "Home and Kitchen", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Other", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Sports and Outdoors", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a notable clustering of reviews in the \"Arts Crafts and Sewing\" category, particularly in the later weeks, indicating a sustained interest in this area. The \"Home and Kitchen\" category also appears frequently, especially in the earlier part of the timeline, while \"Clothing Shoes and Jewelry\" sees a gradual increase in reviews over time. \"Grocery and Gourmet Food\" reviews emerge sporadically throughout the sequence, with a slight uptick in the later weeks. Overall, the review patterns suggest a shift from a focus on home-related products to a more diverse range of categories, with a significant emphasis on arts and crafts as time progresses." }, { "dim_process": 18, "seq_idx": 1567, "seq_len": 46, "time_since_start": [ 0.0, 0.8571428571428571, 1.4285714285714286, 2.5714285714285716, 2.7142857142857144, 3.0, 3.4285714285714284, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.285714285714286, 5.285714285714286, 7.0, 7.571428571428571, 7.714285714285714, 8.714285714285714, 9.142857142857142, 9.285714285714286, 9.714285714285714, 10.0, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.142857142857142, 11.428571428571429, 12.285714285714286, 12.571428571428571, 13.0, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.285714285714286, 14.571428571428571, 15.571428571428571, 16.571428571428573, 17.0, 17.571428571428573, 17.857142857142858, 18.285714285714285, 18.571428571428573, 19.0, 20.571428571428573, 21.714285714285715, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 1.7142857142857142, 0.5714285714285714, 0.14285714285714285, 1.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.0, 1.0, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.5714285714285714, 1.1428571428571428, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing books, with a notable concentration of reviews occurring in the early weeks. The reviews for books are frequent and cluster closely together, particularly within the first 18 weeks. There is a single instance of a review for the Kindle Store at week 5.29, but the focus returns to books thereafter, with the user continuing to submit reviews at regular intervals throughout the entire timeline. Overall, the trend indicates a sustained interest in books over the course of the review period." }, { "dim_process": 18, "seq_idx": 1568, "seq_len": 40, "time_since_start": [ 0.0, 1.0, 1.4285714285714286, 1.5714285714285714, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 4.714285714285714, 5.142857142857143, 5.428571428571429, 5.571428571428571, 6.0, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.0, 8.285714285714286, 8.428571428571429, 9.0, 9.285714285714286, 9.571428571428571, 10.0, 10.285714285714286, 10.571428571428571, 12.285714285714286, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.571428571428571, 15.714285714285714, 16.0, 18.142857142857142, 21.714285714285715 ], "time_since_last_event": [ 0.0, 1.0, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 2.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 2.142857142857143, 3.5714285714285716 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, which are submitted consistently over a period of time, with a notable concentration of reviews occurring within the first 10 weeks. The user continues to submit reviews for books, with a gradual decline in frequency as time progresses, leading to a longer gap before a review is submitted for the Kindle Store at the 21.71-week mark. Overall, the trend indicates a strong initial engagement with book reviews, tapering off before a shift to a different category." }, { "dim_process": 18, "seq_idx": 1569, "seq_len": 46, "time_since_start": [ 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 4.0, 4.0, 4.0, 4.0, 4.0, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.428571428571429, 6.0, 7.428571428571429, 7.857142857142857, 8.285714285714286 ], "time_since_last_event": [ 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.8571428571428572, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 1.1428571428571428, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 1.5714285714285714, 1.4285714285714286, 0.42857142857142855, 0.42857142857142855 ], "type_event": [ 11, 1, 8, 0, 7, 11, 4, 10, 1, 10, 1, 4, 6, 0, 11, 11, 1, 12, 10, 8, 5, 6, 1, 11, 14, 10, 1, 8, 15, 1, 0, 11, 9, 15, 1, 11, 17, 4, 5, 10, 0, 1, 12, 3, 6, 8 ], "type_text": [ "Home and Kitchen", "Tools and Home Improvement", "Toys and Games", "Other", "Grocery and Gourmet Food", "Home and Kitchen", "Electronics", "Books", "Tools and Home Improvement", "Books", "Tools and Home Improvement", "Electronics", "Industrial and Scientific", "Other", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Sports and Outdoors", "Books", "Toys and Games", "Automotive", "Industrial and Scientific", "Tools and Home Improvement", "Home and Kitchen", "Movies and TV", "Books", "Tools and Home Improvement", "Toys and Games", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Other", "Home and Kitchen", "Office Products", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Cell Phones and Accessories", "Electronics", "Automotive", "Books", "Other", "Tools and Home Improvement", "Sports and Outdoors", "Arts Crafts and Sewing", "Industrial and Scientific", "Toys and Games" ], "description": "The sequence of product reviews begins with multiple reviews across various categories submitted within the first week, primarily in Home and Kitchen and Tools and Home Improvement. As time progresses, there is a noticeable clustering of reviews around the two- to four-week mark, with a diverse range of categories being represented, including Books, Electronics, and Industrial and Scientific. In the following weeks, reviews continue to be submitted, with a gradual increase in categories such as Automotive and Clothing Shoes and Jewelry. By the seventh week, the user reviews begin to focus on Arts Crafts and Sewing and Toys and Games, indicating a shift in interest. Overall, the sequence shows a pattern of diverse early submissions followed by a more concentrated set of reviews across various categories in the subsequent weeks." }, { "dim_process": 18, "seq_idx": 1570, "seq_len": 54, "time_since_start": [ 0.0, 0.8571428571428571, 1.2857142857142858, 2.0, 2.0, 2.4285714285714284, 3.2857142857142856, 3.4285714285714284, 4.0, 4.0, 4.142857142857143, 4.285714285714286, 4.857142857142857, 5.428571428571429, 6.285714285714286, 7.0, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 9.285714285714286, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.857142857142858, 11.857142857142858, 11.857142857142858, 12.0, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.0, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.428571428571429, 15.0, 15.285714285714286, 16.142857142857142, 16.285714285714285, 17.428571428571427, 17.857142857142858, 18.0, 18.142857142857142, 18.857142857142858, 19.142857142857142, 20.0, 22.285714285714285, 23.0, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.0, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 1.0, 0.0, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 2.2857142857142856, 0.7142857142857143, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 4, 10, 16, 0, 11, 14, 16, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Kindle Store", "Other", "Home and Kitchen", "Movies and TV", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline, particularly in the earlier weeks. Reviews for the \"Kindle Store\" appear intermittently, primarily clustered around the second and fourth weeks, with a notable increase in frequency from week 10 onward. Other categories such as \"Electronics,\" \"Home and Kitchen,\" \"Movies and TV,\" and \"Other\" are reviewed at week 10, but these occurrences are less frequent compared to the dominant \"Books\" category. Overall, the trend indicates a strong preference for books early in the timeline, with the \"Kindle Store\" gaining more attention as time progresses." }, { "dim_process": 18, "seq_idx": 1571, "seq_len": 67, "time_since_start": [ 0.0, 0.7142857142857143, 0.7142857142857143, 1.0, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.0, 2.0, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.0, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.714285714285714, 4.714285714285714, 4.857142857142857, 6.0, 6.142857142857143, 6.142857142857143, 6.285714285714286, 7.285714285714286, 7.285714285714286, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.0, 8.0, 8.571428571428571, 9.0, 9.285714285714286, 9.428571428571429, 9.428571428571429, 9.714285714285714, 10.571428571428571, 11.0, 11.428571428571429, 12.428571428571429, 13.142857142857142, 13.857142857142858, 14.0, 14.857142857142858, 15.0, 19.285714285714285, 20.0, 22.142857142857142, 23.428571428571427, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.0, 0.14285714285714285, 1.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 1.0, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 4.285714285714286, 0.7142857142857143, 2.142857142857143, 1.2857142857142858, 1.7142857142857142 ], "type_event": [ 14, 14, 7, 10, 11, 10, 14, 14, 11, 12, 12, 14, 9, 10, 11, 10, 10, 11, 4, 10, 1, 14, 11, 1, 10, 14, 10, 10, 14, 14, 10, 14, 1, 14, 1, 14, 1, 15, 14, 4, 12, 14, 1, 14, 15, 10, 4, 10, 14, 9, 14, 10, 0, 10, 11, 14, 14, 10, 15, 9, 14, 14, 0, 10, 15, 15, 12 ], "type_text": [ "Movies and TV", "Movies and TV", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Books", "Movies and TV", "Movies and TV", "Home and Kitchen", "Sports and Outdoors", "Sports and Outdoors", "Movies and TV", "Office Products", "Books", "Home and Kitchen", "Books", "Books", "Home and Kitchen", "Electronics", "Books", "Tools and Home Improvement", "Movies and TV", "Home and Kitchen", "Tools and Home Improvement", "Books", "Movies and TV", "Books", "Books", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Tools and Home Improvement", "Movies and TV", "Tools and Home Improvement", "Movies and TV", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Movies and TV", "Electronics", "Sports and Outdoors", "Movies and TV", "Tools and Home Improvement", "Movies and TV", "Clothing Shoes and Jewelry", "Books", "Electronics", "Books", "Movies and TV", "Office Products", "Movies and TV", "Books", "Other", "Books", "Home and Kitchen", "Movies and TV", "Movies and TV", "Books", "Clothing Shoes and Jewelry", "Office Products", "Movies and TV", "Movies and TV", "Other", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Sports and Outdoors" ], "description": "The sequence of product reviews shows a consistent engagement with various categories over time, with a notable emphasis on Movies and TV, which appears frequently throughout the timeline. Initially, the user reviews a mix of categories, including Books and Home and Kitchen, before Movies and TV reviews become more prevalent around the 1.5-week mark. As the timeline progresses, there is a significant clustering of Movies and TV reviews, particularly between the 3 and 15-week marks. Other categories, such as Books and Clothing Shoes and Jewelry, also appear but tend to be less frequent and more spread out, with some reviews occurring later in the sequence. Overall, the trend indicates a strong focus on Movies and TV, especially in the middle of the timeline, while other categories are reviewed intermittently." }, { "dim_process": 18, "seq_idx": 1572, "seq_len": 51, "time_since_start": [ 0.0, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.142857142857143, 6.0, 6.142857142857143, 6.285714285714286, 7.142857142857143, 7.571428571428571, 8.0, 8.142857142857142, 8.285714285714286, 8.285714285714286, 8.428571428571429, 8.714285714285714, 9.142857142857142, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.571428571428571, 11.142857142857142, 11.285714285714286, 11.428571428571429, 12.142857142857142, 12.714285714285714, 12.714285714285714, 12.857142857142858, 12.857142857142858, 13.0, 13.142857142857142, 14.428571428571429, 15.142857142857142, 15.571428571428571, 17.142857142857142, 19.142857142857142, 19.285714285714285, 20.142857142857142, 20.714285714285715, 22.142857142857142, 22.571428571428573, 23.142857142857142, 24.142857142857142, 24.428571428571427 ], "time_since_last_event": [ 0.0, 3.142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143, 0.42857142857142855, 1.5714285714285714, 2.0, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 1.4285714285714286, 0.42857142857142855, 0.5714285714285714, 1.0, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted over a span of several weeks. The reviews for \"Kindle Store\" appear less frequently and are clustered around weeks 4 and 12. The majority of reviews occur within the first 24 weeks, with a notable concentration in the earlier weeks, particularly between weeks 0 and 12. After week 12, the frequency of reviews remains steady but less intense, primarily within the \"Books\" category." }, { "dim_process": 18, "seq_idx": 1573, "seq_len": 65, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.142857142857143, 3.857142857142857, 3.857142857142857, 4.142857142857143, 4.285714285714286, 5.142857142857143, 5.285714285714286, 5.857142857142857, 6.428571428571429, 6.571428571428571, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 8.285714285714286, 8.714285714285714, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.0, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.0, 11.571428571428571, 12.571428571428571, 13.571428571428571, 14.571428571428571, 14.571428571428571, 15.142857142857142, 16.428571428571427, 17.0, 17.142857142857142, 18.857142857142858, 19.142857142857142, 19.142857142857142, 20.285714285714285, 20.571428571428573, 21.142857142857142, 21.714285714285715, 22.857142857142858, 23.142857142857142, 23.428571428571427, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.0, 1.0, 1.0, 0.0, 0.5714285714285714, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 1.7142857142857142, 0.2857142857142857, 0.0, 1.1428571428571428, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428 ], "type_event": [ 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline. The \"Kindle Store\" category appears less frequently and is interspersed among the reviews for \"Books,\" typically occurring at intervals after clusters of \"Books\" reviews. The initial weeks see a mix of both categories, but as time progresses, the reviews for \"Books\" continue to dominate, with \"Kindle Store\" reviews appearing more sporadically, particularly in the later weeks. Overall, the trend indicates a sustained interest in \"Books\" with periodic engagement with the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 1574, "seq_len": 51, "time_since_start": [ 0.0, 0.42857142857142855, 1.1428571428571428, 1.8571428571428572, 2.0, 3.142857142857143, 3.7142857142857144, 4.857142857142857, 6.428571428571429, 6.571428571428571, 7.0, 7.142857142857143, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 9.571428571428571, 10.285714285714286, 11.142857142857142, 11.714285714285714, 12.285714285714286, 12.571428571428571, 12.714285714285714, 13.0, 13.0, 13.0, 13.0, 13.0, 13.0, 13.0, 14.142857142857142, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 15.428571428571429, 16.428571428571427, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.0, 17.0, 17.142857142857142, 17.857142857142858, 18.0, 18.428571428571427, 22.142857142857142, 23.285714285714285, 24.285714285714285, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 1.1428571428571428, 1.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.7142857142857143, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 3.7142857142857144, 1.1428571428571428, 1.0, 0.0 ], "type_event": [ 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 13, 10, 8, 9, 0, 15, 16, 16, 10, 10, 10, 10, 10, 15, 10, 10, 0, 10, 10, 10, 10, 10, 10, 7, 7, 17 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Books", "Toys and Games", "Office Products", "Other", "Clothing Shoes and Jewelry", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Cell Phones and Accessories" ], "description": "The sequence of product reviews begins with a focus on the Kindle Store and Books, with multiple reviews for Books clustered in the initial weeks. As time progresses, there is a notable shift towards a wider variety of categories, including Grocery and Gourmet Food, Toys and Games, and Clothing Shoes and Jewelry, all occurring around the 13-week mark. Following this diversification, the user returns to primarily reviewing Books, with several reviews continuing into the later weeks. The pattern shows a strong initial emphasis on Books, followed by a brief exploration of other categories, and then a resurgence in Book reviews before the sequence concludes with a few reviews in different categories." }, { "dim_process": 18, "seq_idx": 1575, "seq_len": 43, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.2857142857142856, 4.285714285714286, 4.714285714285714, 5.0, 5.428571428571429, 5.428571428571429, 5.571428571428571, 6.571428571428571, 6.857142857142857, 8.428571428571429, 8.714285714285714, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.142857142857142, 11.714285714285714, 11.857142857142858, 12.571428571428571, 12.714285714285714, 13.0, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.714285714285714, 14.0, 14.285714285714286, 14.428571428571429, 15.0, 16.0, 16.428571428571427, 17.0, 17.0, 20.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 1.0, 0.2857142857142857, 1.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.0, 0.42857142857142855, 0.5714285714285714, 0.0, 3.7142857142857144 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 16, 16, 16, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, particularly in the earlier weeks, with a notable cluster occurring within the first 12 weeks. The \"Kindle Store\" reviews begin to emerge around the 1.86-week mark and increase in frequency, particularly between weeks 5 and 17. There is a noticeable shift towards more \"Kindle Store\" reviews in the later weeks, while \"Books\" reviews continue to be submitted consistently throughout the timeline, indicating a sustained interest in both categories over time." }, { "dim_process": 18, "seq_idx": 1576, "seq_len": 109, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.571428571428571, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 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18.428571428571427, 18.714285714285715, 19.0, 19.142857142857142, 19.428571428571427, 19.857142857142858, 20.0, 20.714285714285715, 21.142857142857142, 21.285714285714285, 21.428571428571427, 21.571428571428573, 21.857142857142858, 22.0, 22.285714285714285, 22.571428571428573, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 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"type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which dominates the timeline with frequent entries throughout the entire period. The reviews for \"Kindle Store\" appear sporadically, primarily clustered around the early weeks and again in the later weeks, indicating less frequent engagement compared to books. The reviews for books tend to cluster closely together, often with multiple entries within the same week, suggesting a sustained interest in this category over time. Overall, the pattern indicates a strong and steady inclination towards reviewing books, with occasional reviews for the Kindle Store interspersed." }, { "dim_process": 18, "seq_idx": 1577, "seq_len": 47, "time_since_start": [ 0.0, 0.7142857142857143, 1.8571428571428572, 2.142857142857143, 2.5714285714285716, 3.142857142857143, 3.7142857142857144, 4.0, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.428571428571429, 6.285714285714286, 6.714285714285714, 7.571428571428571, 8.571428571428571, 8.714285714285714, 9.0, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 12.857142857142858, 13.0, 13.285714285714286, 13.714285714285714, 14.142857142857142, 14.428571428571429, 14.571428571428571, 16.142857142857142, 18.0, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.571428571428573, 19.0, 19.857142857142858, 21.0, 21.285714285714285, 21.714285714285715, 24.142857142857142, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.8571428571428571, 1.0, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 2.4285714285714284, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions over time. Most reviews are clustered within the first 18 weeks, with a notable increase in frequency during the initial weeks. After week 18, the reviews continue but at a less frequent rate, with a few reviews extending into weeks 24 and 25. A single review for the Kindle Store appears around week 13, indicating a brief diversification in the review categories. Overall, the reviews are primarily concentrated in the early part of the timeline, with a gradual tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 1578, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.714285714285714, 5.285714285714286, 5.571428571428571, 5.571428571428571, 5.571428571428571, 6.142857142857143, 6.571428571428571, 6.571428571428571, 6.714285714285714, 7.857142857142857, 7.857142857142857, 8.571428571428571, 8.714285714285714, 9.571428571428571, 11.142857142857142, 11.428571428571429, 12.571428571428571, 12.714285714285714, 12.714285714285714, 14.142857142857142, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 22.428571428571427, 22.714285714285715, 23.142857142857142, 25.142857142857142, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.0, 0.5714285714285714, 0.42857142857142855, 0.0, 0.14285714285714285, 1.1428571428571428, 0.0, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 1.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.0, 1.4285714285714286, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 6.142857142857143, 0.2857142857142857, 0.42857142857142855, 2.0, 0.2857142857142857 ], "type_event": [ 12, 15, 15, 2, 1, 7, 2, 10, 7, 9, 8, 11, 2, 7, 2, 8, 15, 2, 11, 10, 2, 1, 3, 2, 7, 10, 3, 11, 1, 10, 15, 13, 2, 7, 7, 11, 2, 4, 4, 4, 13, 13 ], "type_text": [ "Sports and Outdoors", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Pet Supplies", "Tools and Home Improvement", "Grocery and Gourmet Food", "Pet Supplies", "Books", "Grocery and Gourmet Food", "Office Products", "Toys and Games", "Home and Kitchen", "Pet Supplies", "Grocery and Gourmet Food", "Pet Supplies", "Toys and Games", "Clothing Shoes and Jewelry", "Pet Supplies", "Home and Kitchen", "Books", "Pet Supplies", "Tools and Home Improvement", "Arts Crafts and Sewing", "Pet Supplies", "Grocery and Gourmet Food", "Books", "Arts Crafts and Sewing", "Home and Kitchen", "Tools and Home Improvement", "Books", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Pet Supplies", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Home and Kitchen", "Pet Supplies", "Electronics", "Electronics", "Electronics", "Patio Lawn and Garden", "Patio Lawn and Garden" ], "description": "The sequence of product reviews begins with entries in the Sports and Outdoors category, followed by a notable focus on Clothing, Shoes and Jewelry early on. Pet Supplies emerge as a prominent category with multiple reviews clustered around the two to six-week mark. As time progresses, there is a shift towards more diverse categories, including Grocery and Gourmet Food, Books, and Home and Kitchen, with several entries appearing in clusters. Towards the later weeks, Electronics and Patio Lawn and Garden categories are introduced, indicating a broader range of interests over time." }, { "dim_process": 18, "seq_idx": 1579, "seq_len": 60, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.0, 2.0, 2.0, 2.0, 2.2857142857142856, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.142857142857143, 3.4285714285714284, 3.857142857142857, 4.142857142857143, 4.142857142857143, 4.714285714285714, 5.571428571428571, 5.857142857142857, 6.0, 6.0, 6.0, 6.142857142857143, 7.428571428571429, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 9.571428571428571, 9.571428571428571, 10.142857142857142, 11.0, 11.142857142857142, 11.142857142857142, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.285714285714286, 13.857142857142858, 14.142857142857142, 16.0, 16.142857142857142, 17.571428571428573, 18.142857142857142, 21.285714285714285, 22.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.2857142857142857, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 1.2857142857142858, 1.4285714285714286, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.0, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 1.8571428571428572, 0.14285714285714285, 1.4285714285714286, 0.5714285714285714, 3.142857142857143, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 12, 4, 10, 15, 14, 10, 9, 0, 10, 9, 16, 15, 10, 12, 10, 9, 10, 16, 10, 10, 10, 10, 12, 4, 10, 10, 17, 8, 0, 0, 14, 12, 10, 11, 7, 4, 15, 12, 10, 10, 10, 8, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Electronics", "Books", "Clothing Shoes and Jewelry", "Movies and TV", "Books", "Office Products", "Other", "Books", "Office Products", "Kindle Store", "Clothing Shoes and Jewelry", "Books", "Sports and Outdoors", "Books", "Office Products", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Electronics", "Books", "Books", "Cell Phones and Accessories", "Toys and Games", "Other", "Other", "Movies and TV", "Sports and Outdoors", "Books", "Home and Kitchen", "Grocery and Gourmet Food", "Electronics", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which appears consistently throughout the timeline, especially in the early weeks. Other categories such as \"Sports and Outdoors,\" \"Electronics,\" and \"Clothing Shoes and Jewelry\" are introduced around the 1.86-week mark, indicating a diversification of reviews. There is a notable cluster of reviews around the 8.86-week mark, where multiple categories are represented simultaneously. As time progresses, reviews continue to be heavily concentrated in the \"Books\" category, with intermittent entries in \"Kindle Store\" appearing later in the sequence. Overall, the trend indicates an initial focus on books followed by a brief diversification, before returning to a strong emphasis on books in the later weeks." }, { "dim_process": 18, "seq_idx": 1580, "seq_len": 59, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 3.142857142857143, 3.7142857142857144, 4.0, 4.285714285714286, 5.0, 5.142857142857143, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.857142857142857, 8.142857142857142, 8.714285714285714, 8.857142857142858, 9.0, 9.571428571428571, 10.0, 10.285714285714286, 10.571428571428571, 11.0, 11.142857142857142, 11.714285714285714, 12.142857142857142, 13.0, 13.142857142857142, 13.428571428571429, 14.142857142857142, 14.428571428571429, 15.0, 15.714285714285714, 15.857142857142858, 16.714285714285715, 17.0, 17.428571428571427, 17.571428571428573, 17.857142857142858, 19.428571428571427, 21.285714285714285, 24.571428571428573, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 1.8571428571428572, 3.2857142857142856, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 16, 16, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews in the \"Books\" category, particularly concentrated in the earlier weeks. The user initially submits multiple reviews for \"Books\" within the first few weeks, with a gradual introduction of \"Kindle Store\" reviews starting around week 0.57. Over time, there is a noticeable increase in \"Kindle Store\" reviews, particularly in the later weeks, while \"Books\" reviews continue to be submitted consistently throughout the entire period. The events suggest a pattern where \"Books\" reviews are more frequent initially, followed by a clustering of \"Kindle Store\" reviews as time progresses." }, { "dim_process": 18, "seq_idx": 1581, "seq_len": 50, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 1.0, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 2.0, 2.857142857142857, 3.4285714285714284, 3.857142857142857, 4.571428571428571, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.428571428571429, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.142857142857143, 7.714285714285714, 7.857142857142857, 7.857142857142857, 9.0, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.142857142857142, 11.428571428571429, 11.714285714285714, 12.0, 12.142857142857142, 15.714285714285714, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.571428571428573, 21.857142857142858, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 1.1428571428571428, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 3.5714285714285716, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 4.285714285714286, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted in close succession over the initial weeks. The reviews for the \"Kindle Store\" category appear intermittently, primarily clustered around the 2-week and 6-week marks, as well as later in the sequence. Overall, the frequency of \"Books\" reviews remains high throughout, with a noticeable increase in activity at the beginning and a sustained pattern of reviews continuing over time, while \"Kindle Store\" reviews are less frequent and occur at specific intervals." }, { "dim_process": 18, "seq_idx": 1582, "seq_len": 44, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.7142857142857142, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.7142857142857144, 4.571428571428571, 4.857142857142857, 5.428571428571429, 5.714285714285714, 6.285714285714286, 6.571428571428571, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.714285714285714, 8.571428571428571, 9.142857142857142, 9.428571428571429, 10.428571428571429, 11.428571428571429, 11.714285714285714, 12.571428571428571, 13.142857142857142, 13.714285714285714, 14.0, 14.428571428571429, 14.857142857142858, 15.0, 15.714285714285714, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.285714285714285, 18.428571428571427, 20.142857142857142, 21.142857142857142, 22.142857142857142, 22.428571428571427, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 1.0, 1.0, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 1.7142857142857142, 1.0, 1.0, 0.2857142857142857, 0.2857142857142857 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, which dominates the timeline with consistent entries throughout. Reviews for \"Books\" are submitted at regular intervals, particularly concentrated in the early weeks and continuing steadily over time. The \"Kindle Store\" category appears less frequently, with reviews occurring at specific points, notably at the beginning, around the 15-week mark, and again at the 22-week mark. Overall, the pattern indicates a sustained interest in books, with occasional reviews related to the Kindle Store interspersed." }, { "dim_process": 18, "seq_idx": 1583, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.5714285714285714, 1.0, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 2.142857142857143, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 4.428571428571429, 5.0, 5.285714285714286, 5.857142857142857, 6.571428571428571, 7.285714285714286, 8.285714285714286, 8.285714285714286, 8.428571428571429, 9.142857142857142, 9.285714285714286, 10.571428571428571, 10.714285714285714, 11.142857142857142, 11.428571428571429, 11.714285714285714, 12.714285714285714, 14.142857142857142, 16.857142857142858, 18.285714285714285, 18.714285714285715, 18.714285714285715, 19.142857142857142, 20.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 1.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.0, 1.4285714285714286, 2.7142857142857144, 1.4285714285714286, 0.42857142857142855, 0.0, 0.42857142857142855, 1.1428571428571428 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 3, 10, 10, 10, 10, 10, 10, 10, 10, 10, 3, 10, 10, 16, 10, 10, 2 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Kindle Store", "Books", "Books", "Pet Supplies" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with multiple reviews submitted consistently over the first several weeks, peaking around the 2 to 4-week mark. The \"Kindle Store\" category appears intermittently, primarily clustered around the early weeks and again at the 18-week mark. The \"Arts Crafts and Sewing\" category is reviewed later in the timeline, specifically at the 8 and 14-week marks, while the \"Pet Supplies\" category is introduced at the end of the sequence, around the 20-week mark. Overall, the trend indicates a predominant interest in books early on, with diversification into other categories occurring later in the timeline." }, { "dim_process": 18, "seq_idx": 1584, "seq_len": 47, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 1.0, 8.571428571428571, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 9.428571428571429, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.714285714285714, 9.714285714285714, 9.857142857142858, 9.857142857142858, 10.0, 10.142857142857142, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.714285714285714, 12.285714285714286, 13.142857142857142, 14.0, 14.0, 14.142857142857142, 14.142857142857142, 15.571428571428571, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.285714285714285, 22.857142857142858, 23.428571428571427, 24.142857142857142, 24.285714285714285, 24.285714285714285, 24.428571428571427, 25.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 7.571428571428571, 0.2857142857142857, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 0.0, 0.14285714285714285, 0.0, 1.4285714285714286, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 4.571428571428571, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.0 ], "type_event": [ 10, 2, 1, 10, 10, 7, 1, 12, 10, 7, 10, 6, 10, 13, 10, 15, 10, 2, 10, 15, 10, 10, 10, 10, 10, 6, 11, 8, 10, 10, 11, 10, 11, 10, 11, 10, 11, 10, 10, 10, 10, 15, 7, 0, 10, 10, 11 ], "type_text": [ "Books", "Pet Supplies", "Tools and Home Improvement", "Books", "Books", "Grocery and Gourmet Food", "Tools and Home Improvement", "Sports and Outdoors", "Books", "Grocery and Gourmet Food", "Books", "Industrial and Scientific", "Books", "Patio Lawn and Garden", "Books", "Clothing Shoes and Jewelry", "Books", "Pet Supplies", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Industrial and Scientific", "Home and Kitchen", "Toys and Games", "Books", "Books", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Other", "Books", "Books", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a focus on Books, followed by a brief exploration of Pet Supplies and Tools and Home Improvement within the first week. After a significant gap, there is a resurgence in reviewing, primarily centered around Books, Grocery and Gourmet Food, and Tools and Home Improvement, occurring in clusters around the eighth to tenth weeks. The user continues to predominantly review Books throughout the subsequent weeks, with intermittent reviews in categories such as Home and Kitchen and Clothing Shoes and Jewelry, particularly evident between weeks 14 and 25. Overall, the trend indicates a strong preference for Books, with other categories appearing more sporadically and primarily later in the sequence." }, { "dim_process": 18, "seq_idx": 1585, "seq_len": 51, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.5714285714285714, 2.5714285714285716, 2.857142857142857, 3.5714285714285716, 3.857142857142857, 4.714285714285714, 5.0, 6.285714285714286, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.714285714285714, 9.142857142857142, 9.285714285714286, 9.714285714285714, 10.0, 10.142857142857142, 10.428571428571429, 11.285714285714286, 11.428571428571429, 11.714285714285714, 12.571428571428571, 12.857142857142858, 13.571428571428571, 13.714285714285714, 14.142857142857142, 14.428571428571429, 14.714285714285714, 15.0, 15.285714285714286, 15.714285714285714, 16.285714285714285, 16.714285714285715, 17.428571428571427, 17.857142857142858, 18.428571428571427, 19.857142857142858, 20.428571428571427, 20.857142857142858, 21.571428571428573, 22.142857142857142, 23.142857142857142, 23.571428571428573, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 1.2857142857142858, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 1.4285714285714286, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 1.0, 0.42857142857142855, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a single review for the \"Kindle Store\" occurring early in the timeline. The reviews predominantly cluster within the first 25 weeks, with the majority submitted in the initial weeks. There is a gradual increase in the frequency of reviews over time, particularly noticeable in the first half of the timeline, before stabilizing in the latter half. Overall, the pattern indicates a sustained interest in books throughout the entire period, with no significant shifts in category focus." }, { "dim_process": 18, "seq_idx": 1586, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 2.857142857142857, 3.0, 3.0, 3.0, 3.0, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 4.428571428571429, 4.428571428571429, 10.285714285714286, 10.285714285714286, 12.428571428571429, 12.714285714285714, 12.714285714285714, 13.142857142857142, 13.142857142857142, 13.142857142857142, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 17.571428571428573, 17.571428571428573, 18.142857142857142, 18.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 2.4285714285714284, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 5.857142857142857, 0.0, 2.142857142857143, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.0, 3.142857142857143, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858, 0.0, 0.5714285714285714, 0.0 ], "type_event": [ 11, 7, 15, 1, 10, 3, 11, 3, 11, 10, 3, 11, 1, 7, 3, 1, 11, 10, 13, 7, 9, 11, 9, 9, 0, 9, 0, 3, 0, 0, 2, 3, 2, 4, 11, 1, 9, 1, 4, 11 ], "type_text": [ "Home and Kitchen", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Books", "Arts Crafts and Sewing", "Home and Kitchen", "Arts Crafts and Sewing", "Home and Kitchen", "Books", "Arts Crafts and Sewing", "Home and Kitchen", "Tools and Home Improvement", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Tools and Home Improvement", "Home and Kitchen", "Books", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Office Products", "Home and Kitchen", "Office Products", "Office Products", "Other", "Office Products", "Other", "Arts Crafts and Sewing", "Other", "Other", "Pet Supplies", "Arts Crafts and Sewing", "Pet Supplies", "Electronics", "Home and Kitchen", "Tools and Home Improvement", "Office Products", "Tools and Home Improvement", "Electronics", "Home and Kitchen" ], "description": "The sequence of product reviews shows an initial clustering of reviews in the Home and Kitchen, Grocery and Gourmet Food, and various other categories within the first few weeks. As time progresses, reviews for Clothing Shoes and Jewelry, Tools and Home Improvement, and Arts Crafts and Sewing emerge, often appearing together around the same time. A notable shift occurs after several weeks, where Office Products become a dominant category, with multiple reviews clustered in the later stages of the timeline. The sequence also indicates a resurgence of reviews in Arts Crafts and Sewing, Pet Supplies, and Electronics in the later weeks, suggesting a diverse range of interests maintained over time." }, { "dim_process": 18, "seq_idx": 1587, "seq_len": 45, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 1.1428571428571428, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.285714285714286, 6.285714285714286, 6.428571428571429, 6.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 9.428571428571429, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.428571428571429, 12.714285714285714, 12.714285714285714, 12.714285714285714, 15.857142857142858, 15.857142857142858, 15.857142857142858, 15.857142857142858, 15.857142857142858, 15.857142857142858, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 17.428571428571427, 17.428571428571427, 17.428571428571427, 17.428571428571427, 17.428571428571427, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 1.0, 0.0, 4.571428571428571, 0.14285714285714285, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.2857142857142856, 0.0, 0.0, 3.142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 5.0 ], "type_event": [ 1, 7, 4, 11, 11, 4, 14, 1, 11, 11, 15, 11, 1, 1, 11, 0, 1, 0, 7, 11, 1, 9, 11, 0, 12, 7, 14, 15, 11, 15, 0, 7, 14, 11, 17, 11, 8, 1, 15, 11, 10, 14, 15, 1, 15 ], "type_text": [ "Tools and Home Improvement", "Grocery and Gourmet Food", "Electronics", "Home and Kitchen", "Home and Kitchen", "Electronics", "Movies and TV", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Tools and Home Improvement", "Home and Kitchen", "Other", "Tools and Home Improvement", "Other", "Grocery and Gourmet Food", "Home and Kitchen", "Tools and Home Improvement", "Office Products", "Home and Kitchen", "Other", "Sports and Outdoors", "Grocery and Gourmet Food", "Movies and TV", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Grocery and Gourmet Food", "Movies and TV", "Home and Kitchen", "Cell Phones and Accessories", "Home and Kitchen", "Toys and Games", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Movies and TV", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first two weeks, with a notable concentration in Home and Kitchen and Tools and Home Improvement. As time progresses, there is a shift towards more varied categories, including Clothing Shoes and Jewelry and Movies and TV, particularly around the 12-week mark. Reviews tend to cluster in certain weeks, with multiple submissions occurring around the 10 and 15-week points, indicating a pattern of increased activity during these periods. The sequence shows a gradual increase in the variety of categories reviewed over time, with a consistent presence of Home and Kitchen and Tools and Home Improvement throughout." }, { "dim_process": 18, "seq_idx": 1588, "seq_len": 43, "time_since_start": [ 0.0, 0.5714285714285714, 1.1428571428571428, 2.7142857142857144, 2.857142857142857, 3.0, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.714285714285714, 6.857142857142857, 7.0, 7.857142857142857, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.142857142857142, 11.0, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.571428571428571, 13.0, 15.142857142857142, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.857142857142858, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.5714285714285714, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 2.142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 8.428571428571429 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the category of Books, with a consistent pattern of submissions occurring over an extended period. Most reviews are clustered in the initial weeks, particularly within the first 12 weeks, where the majority of reviews are submitted. A notable shift occurs around week 11, when a review for Clothing Shoes and Jewelry is introduced, but the focus quickly returns to Books. After week 16, the frequency of reviews decreases significantly, with a long gap before the final review appears at week 25." }, { "dim_process": 18, "seq_idx": 1589, "seq_len": 49, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.5714285714285716, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.0, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.714285714285714, 6.857142857142857, 7.0, 8.0, 8.857142857142858, 9.285714285714286, 10.0, 10.428571428571429, 10.714285714285714, 10.857142857142858, 13.0, 13.428571428571429, 13.857142857142858, 16.428571428571427, 16.571428571428573, 17.0, 17.714285714285715, 19.0, 21.857142857142858, 22.0, 23.142857142857142, 23.285714285714285, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 1.0, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 2.142857142857143, 0.42857142857142855, 0.42857142857142855, 2.5714285714285716, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.2857142857142858, 2.857142857142857, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 1.8571428571428572 ], "type_event": [ 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. Reviews for the \"Kindle Store\" category appear less frequently and are clustered in the earlier weeks, particularly around the first month. As time progresses, the frequency of reviews remains high for \"Books,\" with some intervals of increased activity, while \"Kindle Store\" reviews are sporadic and primarily occur in the initial weeks and again later in the sequence. Overall, the trend indicates a sustained interest in \"Books\" throughout the entire period, with \"Kindle Store\" reviews occurring mainly at the beginning and a few instances later on." }, { "dim_process": 18, "seq_idx": 1590, "seq_len": 43, "time_since_start": [ 0.0, 1.0, 1.5714285714285714, 2.0, 3.0, 3.4285714285714284, 3.7142857142857144, 4.0, 5.0, 6.857142857142857, 7.428571428571429, 7.714285714285714, 8.0, 8.857142857142858, 9.0, 9.857142857142858, 10.0, 10.857142857142858, 11.285714285714286, 11.857142857142858, 12.0, 12.857142857142858, 13.0, 13.857142857142858, 14.0, 14.428571428571429, 15.0, 15.428571428571429, 15.857142857142858, 16.0, 16.714285714285715, 17.0, 17.428571428571427, 17.857142857142858, 18.0, 19.0, 19.285714285714285, 21.0, 22.0, 23.0, 23.0, 24.0, 24.285714285714285 ], "time_since_last_event": [ 0.0, 1.0, 0.5714285714285714, 0.42857142857142855, 1.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.0, 1.8571428571428572, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.0, 0.2857142857142857, 1.7142857142857142, 1.0, 1.0, 0.0, 1.0, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing books over a span of several weeks, with reviews occurring almost weekly for the first 24 weeks. The reviews are clustered heavily in the books category, with a notable shift to include reviews for the Kindle Store towards the end of the sequence. The transition to Kindle Store reviews occurs after a sustained period of book reviews, indicating a possible change in focus or interest. Overall, the reviews are predominantly centered around books, with Kindle Store reviews appearing later in the timeline." }, { "dim_process": 18, "seq_idx": 1591, "seq_len": 48, "time_since_start": [ 0.0, 2.857142857142857, 3.5714285714285716, 4.142857142857143, 4.714285714285714, 4.714285714285714, 5.285714285714286, 5.428571428571429, 6.0, 6.0, 6.428571428571429, 6.714285714285714, 7.714285714285714, 8.142857142857142, 8.285714285714286, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.285714285714286, 9.571428571428571, 9.714285714285714, 10.142857142857142, 12.0, 12.285714285714286, 13.285714285714286, 14.142857142857142, 14.142857142857142, 14.285714285714286, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.571428571428573, 16.714285714285715, 17.857142857142858, 18.142857142857142, 18.857142857142858, 19.571428571428573, 20.0, 20.285714285714285, 21.571428571428573, 23.571428571428573, 24.285714285714285, 24.714285714285715, 25.142857142857142 ], "time_since_last_event": [ 0.0, 2.857142857142857, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.0, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.0, 0.42857142857142855, 0.2857142857142857, 1.0, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.8571428571428572, 0.2857142857142857, 1.0, 0.8571428571428571, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858, 2.0, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855 ], "type_event": [ 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant concentration of reviews occurring within the first 10 weeks. The reviews for \"Kindle Store\" appear sporadically, primarily clustered around the earlier weeks and again towards the end of the sequence. As time progresses, the frequency of book reviews remains high, with a notable increase in the variety of books reviewed, while \"Kindle Store\" reviews become less frequent but still maintain a presence throughout the timeline. Overall, the trend indicates a strong initial engagement with books, with intermittent reviews of the Kindle Store interspersed throughout the sequence." }, { "dim_process": 18, "seq_idx": 1592, "seq_len": 44, "time_since_start": [ 0.0, 0.0, 0.42857142857142855, 0.8571428571428571, 1.4285714285714286, 1.8571428571428572, 2.0, 2.142857142857143, 3.0, 4.285714285714286, 4.857142857142857, 5.0, 5.285714285714286, 5.857142857142857, 6.142857142857143, 7.0, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.428571428571429, 9.142857142857142, 9.428571428571429, 10.857142857142858, 11.0, 11.571428571428571, 11.714285714285714, 12.285714285714286, 12.714285714285714, 13.571428571428571, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.285714285714285, 16.857142857142858, 17.0, 17.714285714285715, 18.0, 18.857142857142858, 20.142857142857142, 20.428571428571427, 20.428571428571427, 22.0 ], "time_since_last_event": [ 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 1.2857142857142858, 0.2857142857142857, 0.0, 1.5714285714285714 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 15, 8, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Toys and Games", "Books" ], "description": "The sequence of product reviews begins with a focus on the Kindle Store and Books, with multiple reviews submitted in the initial weeks. The majority of reviews are consistently categorized under Books, spanning from the start and continuing to cluster in the early and middle weeks. A noticeable shift occurs around the 20-week mark, where reviews for Clothing, Shoes and Jewelry, and Toys and Games are introduced, although the predominant focus remains on Books throughout the sequence. The final review also returns to the Books category, indicating a sustained interest in that area over time." }, { "dim_process": 18, "seq_idx": 1593, "seq_len": 40, "time_since_start": [ 0.0, 1.1428571428571428, 1.8571428571428572, 3.7142857142857144, 5.285714285714286, 6.428571428571429, 6.428571428571429, 6.428571428571429, 7.285714285714286, 9.0, 9.0, 9.857142857142858, 10.571428571428571, 11.0, 11.714285714285714, 11.714285714285714, 12.428571428571429, 12.428571428571429, 12.428571428571429, 12.714285714285714, 12.714285714285714, 12.714285714285714, 13.285714285714286, 13.285714285714286, 13.857142857142858, 14.428571428571429, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.714285714285714, 16.0, 16.142857142857142, 17.857142857142858, 18.857142857142858, 18.857142857142858, 19.571428571428573, 20.0, 21.285714285714285, 21.285714285714285, 22.285714285714285 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.7142857142857143, 1.8571428571428572, 1.5714285714285714, 1.1428571428571428, 0.0, 0.0, 0.8571428571428571, 1.7142857142857142, 0.0, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.0, 0.7142857142857143, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.5714285714285714, 0.0, 0.5714285714285714, 0.5714285714285714, 0.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142, 1.0, 0.0, 0.7142857142857143, 0.42857142857142855, 1.2857142857142858, 0.0, 1.0 ], "type_event": [ 4, 2, 10, 10, 8, 1, 12, 10, 17, 12, 11, 10, 10, 10, 12, 10, 13, 10, 0, 7, 10, 11, 10, 8, 10, 10, 15, 10, 10, 11, 11, 10, 0, 10, 0, 11, 6, 11, 10, 10 ], "type_text": [ "Electronics", "Pet Supplies", "Books", "Books", "Toys and Games", "Tools and Home Improvement", "Sports and Outdoors", "Books", "Cell Phones and Accessories", "Sports and Outdoors", "Home and Kitchen", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Patio Lawn and Garden", "Books", "Other", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Books", "Toys and Games", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Home and Kitchen", "Home and Kitchen", "Books", "Other", "Books", "Other", "Home and Kitchen", "Industrial and Scientific", "Home and Kitchen", "Books", "Books" ], "description": "The sequence of product reviews begins with a review in the Electronics category, followed by a diverse range of categories including Pet Supplies, Books, and Toys and Games within the first few weeks. A notable trend is the frequent occurrence of reviews in the Books category, which clusters around the 6 to 15-week mark, indicating a strong focus on this category during that period. Additionally, reviews for Home and Kitchen and Sports and Outdoors appear multiple times, particularly around the 9 to 21-week range, suggesting these categories are also of significant interest. Overall, the sequence shows a pattern of varied interests with certain categories, especially Books, dominating specific time frames." }, { "dim_process": 18, "seq_idx": 1594, "seq_len": 63, "time_since_start": [ 0.0, 0.2857142857142857, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 1.8571428571428572, 7.142857142857143, 10.857142857142858, 11.142857142857142, 13.0, 14.0, 14.0, 14.0, 14.0, 14.0, 14.285714285714286, 15.857142857142858, 16.0, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 17.142857142857142, 17.142857142857142, 17.142857142857142, 17.285714285714285, 17.285714285714285, 18.714285714285715, 18.714285714285715, 18.714285714285715, 18.714285714285715, 18.714285714285715, 18.714285714285715, 18.714285714285715, 19.428571428571427, 19.428571428571427, 19.428571428571427, 19.428571428571427, 19.428571428571427, 19.571428571428573, 19.571428571428573, 20.714285714285715, 21.428571428571427, 22.0, 22.0, 22.0, 22.0, 22.285714285714285, 22.285714285714285, 22.285714285714285, 22.285714285714285, 24.142857142857142, 24.142857142857142, 24.428571428571427, 24.428571428571427, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 5.285714285714286, 3.7142857142857144, 0.2857142857142857, 1.8571428571428572, 1.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.14285714285714285, 0.0, 1.4285714285714286, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 1.1428571428571428, 0.7142857142857143, 0.5714285714285714, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 1.8571428571428572, 0.0, 0.2857142857142857, 0.0, 0.8571428571428571 ], "type_event": [ 4, 1, 10, 11, 10, 5, 0, 14, 4, 3, 11, 1, 1, 10, 1, 11, 11, 11, 15, 1, 10, 7, 10, 10, 11, 12, 3, 11, 1, 11, 10, 14, 1, 11, 9, 7, 4, 10, 1, 11, 14, 1, 4, 11, 15, 6, 0, 4, 4, 6, 11, 0, 1, 15, 10, 4, 3, 0, 8, 12, 7, 6, 10 ], "type_text": [ "Electronics", "Tools and Home Improvement", "Books", "Home and Kitchen", "Books", "Automotive", "Other", "Movies and TV", "Electronics", "Arts Crafts and Sewing", "Home and Kitchen", "Tools and Home Improvement", "Tools and Home Improvement", "Books", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Books", "Grocery and Gourmet Food", "Books", "Books", "Home and Kitchen", "Sports and Outdoors", "Arts Crafts and Sewing", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Books", "Movies and TV", "Tools and Home Improvement", "Home and Kitchen", "Office Products", "Grocery and Gourmet Food", "Electronics", "Books", "Tools and Home Improvement", "Home and Kitchen", "Movies and TV", "Tools and Home Improvement", "Electronics", "Home and Kitchen", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Other", "Electronics", "Electronics", "Industrial and Scientific", "Home and Kitchen", "Other", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Books", "Electronics", "Arts Crafts and Sewing", "Other", "Toys and Games", "Sports and Outdoors", "Grocery and Gourmet Food", "Industrial and Scientific", "Books" ], "description": "The sequence of product reviews shows a diverse range of categories, with an initial focus on Electronics and Tools and Home Improvement occurring within the first week. A notable clustering of reviews in the Home and Kitchen and Books categories appears around the 14-week mark, followed by a consistent presence of these categories in subsequent reviews. As time progresses, there is an increase in the variety of categories being reviewed, with a significant number of reviews for Tools and Home Improvement and Electronics occurring later in the timeline, particularly around the 19 to 22-week range. Overall, the pattern indicates an early concentration in specific categories, followed by a broader diversification of reviews over time." }, { "dim_process": 18, "seq_idx": 1595, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.1428571428571428, 1.8571428571428572, 2.5714285714285716, 2.7142857142857144, 3.4285714285714284, 5.857142857142857, 6.428571428571429, 6.428571428571429, 7.571428571428571, 7.571428571428571, 7.714285714285714, 7.857142857142857, 9.714285714285714, 10.142857142857142, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.571428571428571, 11.714285714285714, 12.285714285714286, 12.571428571428571, 13.285714285714286, 13.285714285714286, 13.857142857142858, 14.0, 14.142857142857142, 14.428571428571429, 17.0, 17.285714285714285, 17.857142857142858, 18.571428571428573, 18.571428571428573, 23.285714285714285, 23.571428571428573, 23.571428571428573, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 2.4285714285714284, 0.5714285714285714, 0.0, 1.1428571428571428, 0.0, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 2.5714285714285716, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.0, 4.714285714285714, 0.2857142857142857, 0.0, 0.8571428571428571 ], "type_event": [ 16, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a notable number of reviews for \"Kindle Store\" interspersed throughout. Initially, reviews are concentrated in the early weeks, particularly within the first two weeks, with a gradual increase in frequency over time. There are clusters of reviews for both categories, with a peak in the number of \"Books\" reviews occurring around the 10 to 14-week mark. The \"Kindle Store\" reviews tend to appear less frequently and are primarily concentrated in the latter part of the sequence, particularly after the 10-week mark." }, { "dim_process": 18, "seq_idx": 1596, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 2.2857142857142856, 2.7142857142857144, 3.0, 3.142857142857143, 3.142857142857143, 3.4285714285714284, 4.571428571428571, 4.714285714285714, 5.571428571428571, 5.571428571428571, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.714285714285714, 8.142857142857142, 8.714285714285714, 8.714285714285714, 8.857142857142858, 8.857142857142858, 9.142857142857142, 10.571428571428571, 11.0, 11.714285714285714, 12.428571428571429, 12.857142857142858, 13.428571428571429, 13.571428571428571, 17.857142857142858, 18.142857142857142, 19.142857142857142, 21.142857142857142, 21.428571428571427, 23.142857142857142, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.8571428571428571, 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.0, 0.42857142857142855, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 1.4285714285714286, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 4.285714285714286, 0.2857142857142857, 1.0, 2.0, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285 ], "type_event": [ 14, 14, 4, 14, 14, 14, 14, 14, 14, 10, 14, 14, 14, 14, 8, 10, 14, 14, 14, 10, 14, 10, 14, 10, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14 ], "type_text": [ "Movies and TV", "Movies and TV", "Electronics", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Toys and Games", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews shows a strong focus on the \"Movies and TV\" category, which dominates the early and middle periods, with multiple reviews clustered closely together. The user also reviews \"Books\" and \"Electronics,\" but these categories appear less frequently and primarily in the earlier weeks. A notable shift occurs around week 5, where \"Toys and Games\" and \"Books\" are reviewed alongside the continued emphasis on \"Movies and TV.\" The trend of reviewing \"Movies and TV\" persists throughout the sequence, with reviews continuing to be submitted even in the later weeks, indicating a sustained interest in this category over time." }, { "dim_process": 18, "seq_idx": 1597, "seq_len": 62, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.0, 1.1428571428571428, 1.8571428571428572, 2.0, 2.142857142857143, 3.0, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.714285714285714, 5.0, 5.428571428571429, 6.857142857142857, 7.0, 7.142857142857143, 7.857142857142857, 8.142857142857142, 8.285714285714286, 9.428571428571429, 10.0, 10.142857142857142, 10.428571428571429, 11.0, 11.142857142857142, 12.142857142857142, 12.285714285714286, 12.428571428571429, 13.0, 13.428571428571429, 13.857142857142858, 14.142857142857142, 14.857142857142858, 15.0, 15.142857142857142, 16.0, 16.142857142857142, 17.142857142857142, 17.428571428571427, 17.857142857142858, 18.142857142857142, 19.428571428571427, 20.142857142857142, 21.428571428571427, 22.142857142857142, 24.0, 24.0, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858, 0.7142857142857143, 1.2857142857142858, 0.7142857142857143, 1.8571428571428572, 0.0, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 5, 10, 1, 12, 13, 15, 11, 10, 17, 4, 5, 6, 7, 8, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 6, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Automotive", "Books", "Tools and Home Improvement", "Sports and Outdoors", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Cell Phones and Accessories", "Electronics", "Automotive", "Industrial and Scientific", "Grocery and Gourmet Food", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Industrial and Scientific", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time, particularly in the early weeks and continuing throughout the entire period. There is a notable cluster of reviews for various categories, including \"Automotive,\" \"Tools and Home Improvement,\" and others, occurring around the fourth week. After this period, the reviews return to a strong emphasis on \"Books,\" with only a few reviews in other categories appearing sporadically. Overall, the pattern indicates a sustained interest in books, with other categories being briefly explored before returning to the primary focus." }, { "dim_process": 18, "seq_idx": 1598, "seq_len": 43, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 1.0, 1.5714285714285714, 3.5714285714285716, 5.571428571428571, 8.571428571428571 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.5714285714285714, 2.0, 2.0, 3.0 ], "type_event": [ 0, 9, 0, 3, 10, 7, 11, 0, 13, 15, 1, 0, 11, 14, 10, 15, 0, 9, 2, 0, 3, 8, 15, 2, 0, 1, 4, 10, 2, 10, 15, 8, 11, 7, 12, 7, 10, 8, 10, 8, 10, 10, 2 ], "type_text": [ "Other", "Office Products", "Other", "Arts Crafts and Sewing", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Other", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Other", "Home and Kitchen", "Movies and TV", "Books", "Clothing Shoes and Jewelry", "Other", "Office Products", "Pet Supplies", "Other", "Arts Crafts and Sewing", "Toys and Games", "Clothing Shoes and Jewelry", "Pet Supplies", "Other", "Tools and Home Improvement", "Electronics", "Books", "Pet Supplies", "Books", "Clothing Shoes and Jewelry", "Toys and Games", "Home and Kitchen", "Grocery and Gourmet Food", "Sports and Outdoors", "Grocery and Gourmet Food", "Books", "Toys and Games", "Books", "Toys and Games", "Books", "Books", "Pet Supplies" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first two weeks, with a notable emphasis on \"Other\" and various product types. As time progresses, there is a gradual increase in the frequency of reviews for \"Books,\" which peaks at multiple points, particularly at the 1.0-week mark and again at 3.57 and 5.57 weeks. \"Toys and Games\" also shows a notable presence, with reviews clustering around the 0.29-week and 1.57-week marks. \"Pet Supplies\" emerges later in the sequence, with reviews appearing at 0.43 weeks and again at 8.57 weeks, indicating a delayed focus on this category compared to others. Overall, the review pattern reflects an early diversity of interests that later consolidates around specific categories like \"Books\" and \"Toys and Games.\"" }, { "dim_process": 18, "seq_idx": 1599, "seq_len": 45, "time_since_start": [ 0.0, 0.8571428571428571, 1.1428571428571428, 1.8571428571428572, 1.8571428571428572, 2.2857142857142856, 2.857142857142857, 3.5714285714285716, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 5.857142857142857, 6.714285714285714, 7.714285714285714, 7.857142857142857, 8.0, 8.571428571428571, 9.142857142857142, 9.571428571428571, 9.857142857142858, 10.0, 10.142857142857142, 11.0, 11.571428571428571, 11.857142857142858, 13.0, 14.142857142857142, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.857142857142858, 17.142857142857142, 17.428571428571427, 18.0, 18.142857142857142, 18.857142857142858, 19.714285714285715, 20.142857142857142, 21.142857142857142, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.8571428571428571, 1.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 1.0, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The first review in the \"Clothing Shoes and Jewelry\" category occurs relatively early in the timeline, but it is followed by a long stretch of reviews exclusively in the \"Books\" category. The reviews for books are densely clustered, particularly in the initial weeks, with a gradual continuation of submissions over the following weeks, indicating a sustained interest in this category throughout the observed period." }, { "dim_process": 18, "seq_idx": 1600, "seq_len": 76, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.0, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 11.0, 11.142857142857142, 11.571428571428571, 11.857142857142858, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.857142857142858, 14.0, 14.714285714285714, 14.857142857142858, 15.0, 15.571428571428571, 15.714285714285714, 15.857142857142858, 15.857142857142858, 16.142857142857142, 16.857142857142858, 17.0, 17.571428571428573, 18.857142857142858, 19.142857142857142, 20.714285714285715, 20.857142857142858, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 4.0 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a significant number of reviews submitted in close succession over an extended period. Initial reviews are concentrated in the first few weeks, with a gradual increase in frequency leading to a peak around the 6 to 12-week mark. The \"Kindle Store\" category appears infrequently, primarily clustered at the beginning and around the 12-week mark. Towards the end of the sequence, there is a notable presence of reviews in the \"Other\" category, but the majority of reviews remain within the \"Books\" category throughout the timeline." }, { "dim_process": 18, "seq_idx": 1601, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 1.2857142857142858, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.142857142857143, 4.0, 4.285714285714286, 4.571428571428571, 5.0, 5.142857142857143, 6.285714285714286, 7.428571428571429, 7.714285714285714, 8.142857142857142, 8.428571428571429, 8.714285714285714, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.714285714285714, 11.0, 11.142857142857142, 11.571428571428571, 11.571428571428571, 12.285714285714286, 13.285714285714286, 14.142857142857142, 14.285714285714286, 14.571428571428571, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.714285714285714, 17.428571428571427, 17.857142857142858, 18.0, 18.428571428571427, 18.571428571428573, 20.714285714285715, 21.857142857142858, 22.0, 22.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.1428571428571428, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.7142857142857143, 1.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 2.142857142857143, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 3.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews for books, which are submitted consistently over a period of time. The reviews begin shortly after the initial timestamp and continue with a steady frequency, particularly in the first few weeks. There is a notable cluster of reviews in the early weeks, with a gradual increase in frequency before a slight tapering off in the later weeks. A single review for the Kindle Store appears amidst the predominance of book reviews, but the overall trend remains heavily focused on books throughout the sequence." }, { "dim_process": 18, "seq_idx": 1602, "seq_len": 42, "time_since_start": [ 0.0, 0.42857142857142855, 1.2857142857142858, 2.142857142857143, 2.5714285714285716, 2.5714285714285716, 3.0, 3.0, 3.5714285714285716, 3.857142857142857, 4.0, 4.714285714285714, 6.285714285714286, 6.571428571428571, 8.285714285714286, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 10.0, 10.142857142857142, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.857142857142858, 13.285714285714286, 13.428571428571429, 14.285714285714286, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.714285714285714, 16.428571428571427, 17.285714285714285, 18.285714285714285, 20.285714285714285, 22.285714285714285, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.42857142857142855, 0.0, 0.42857142857142855, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.5714285714285714, 0.2857142857142857, 1.7142857142857142, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.0, 2.0, 2.0, 2.142857142857143 ], "type_event": [ 15, 10, 10, 10, 9, 11, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Office Products", "Home and Kitchen", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a review in the Clothing Shoes and Jewelry category, followed by a few reviews in the Books category within the first three weeks. After an initial focus on various categories, including Office Products and Home and Kitchen, the user predominantly shifts to reviewing Books, which becomes the main category of focus. The reviews for Books are clustered closely together, particularly between weeks 3 and 24, with a consistent pattern of reviews submitted at regular intervals, indicating a sustained engagement with this category over time." }, { "dim_process": 18, "seq_idx": 1603, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 1.0, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 2.4285714285714284, 2.5714285714285716, 3.2857142857142856, 5.857142857142857, 7.142857142857143, 10.0, 10.714285714285714, 11.285714285714286, 12.0, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.285714285714286, 13.428571428571429, 13.714285714285714, 14.285714285714286, 14.857142857142858, 15.0, 15.857142857142858, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.714285714285715, 17.857142857142858, 18.142857142857142, 19.285714285714285, 20.428571428571427, 20.571428571428573, 21.285714285714285, 21.285714285714285, 21.428571428571427, 21.714285714285715, 21.857142857142858, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 2.5714285714285716, 1.2857142857142858, 2.857142857142857, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a significant number of reviews submitted consistently over time, particularly in the early weeks. There are a few instances of reviews in the \"Kindle Store\" category, which appear sporadically and primarily clustered around specific weeks, notably after a series of \"Books\" reviews. Overall, the reviews predominantly occur in the first half of the timeline, with a gradual decrease in frequency as time progresses, while the \"Kindle Store\" reviews are interspersed throughout but less frequent than the \"Books\" reviews." }, { "dim_process": 18, "seq_idx": 1604, "seq_len": 54, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 1.1428571428571428, 1.7142857142857142, 2.2857142857142856, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 5.0, 5.142857142857143, 5.285714285714286, 5.857142857142857, 6.0, 6.142857142857143, 6.571428571428571, 7.0, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.285714285714286, 10.714285714285714, 11.0, 11.571428571428571, 11.714285714285714, 12.0, 12.142857142857142, 12.428571428571429, 13.142857142857142, 15.714285714285714, 16.857142857142858, 17.142857142857142, 18.142857142857142, 18.285714285714285, 18.857142857142858, 19.142857142857142, 19.428571428571427, 19.571428571428573, 21.0, 21.142857142857142, 22.0, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 2.5714285714285716, 1.1428571428571428, 0.2857142857142857, 1.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428 ], "type_event": [ 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 16, 10, 16, 16, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominance of reviews for the \"Books\" category, especially in the earlier weeks, with a notable clustering of reviews occurring around the 0 to 12-week mark. The \"Kindle Store\" reviews appear more sporadically, with some clustering around the 1 to 10-week period and a few instances later in the sequence. After week 12, the reviews continue to favor \"Books,\" with fewer entries for the \"Kindle Store.\" Overall, the trend indicates a strong initial focus on books, with intermittent reviews for the Kindle Store throughout the timeline." }, { "dim_process": 18, "seq_idx": 1605, "seq_len": 55, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.0, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.142857142857143, 6.428571428571429, 6.571428571428571, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.0, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.285714285714286, 11.0, 11.571428571428571, 11.714285714285714, 12.428571428571429, 12.857142857142858, 13.0, 13.142857142857142, 14.285714285714286, 15.142857142857142, 16.0, 17.0, 17.571428571428573, 17.857142857142858, 18.142857142857142, 18.285714285714285, 19.142857142857142, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.8571428571428571, 0.8571428571428571, 1.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 4.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 14, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted over a prolonged period. The reviews for books are concentrated in the first 18 weeks, with a notable increase in frequency during the initial weeks. After week 18, there is a shift with the introduction of reviews in the \"Kindle Store\" and \"Movies and TV\" categories, indicating a diversification in review topics. The reviews in the \"Kindle Store\" appear later in the sequence, suggesting a transition from primarily reviewing books to exploring other media types." }, { "dim_process": 18, "seq_idx": 1606, "seq_len": 49, "time_since_start": [ 0.0, 1.0, 1.2857142857142858, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.0, 3.0, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.857142857142857, 6.0, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 7.428571428571429, 7.428571428571429, 8.285714285714286, 8.714285714285714, 9.0, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.571428571428571, 11.571428571428571, 11.714285714285714, 12.285714285714286, 12.714285714285714, 13.714285714285714, 14.571428571428571, 14.714285714285714, 15.571428571428571, 17.428571428571427, 17.857142857142858, 18.571428571428573, 19.571428571428573, 19.857142857142858, 20.571428571428573, 21.285714285714285 ], "time_since_last_event": [ 0.0, 1.0, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.0, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 1.8571428571428572, 0.42857142857142855, 0.7142857142857143, 1.0, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. The \"Kindle Store\" reviews appear intermittently, primarily clustered around the 2-week, 7-week, 11-week, 14-week, and 17-week marks. As time progresses, the frequency of \"Books\" reviews remains high, while \"Kindle Store\" reviews become more spaced out, indicating a consistent engagement with books over time, with occasional attention to the Kindle Store. Overall, the trend shows a predominance of book reviews throughout the timeline, with Kindle Store reviews serving as occasional diversions." }, { "dim_process": 18, "seq_idx": 1607, "seq_len": 40, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 1.2857142857142858, 2.4285714285714284, 2.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.571428571428571, 4.571428571428571, 4.857142857142857, 5.428571428571429, 5.571428571428571, 5.857142857142857, 8.142857142857142, 8.142857142857142, 8.857142857142858, 9.571428571428571, 10.0, 11.285714285714286, 11.857142857142858, 12.571428571428571, 13.142857142857142, 13.714285714285714, 14.571428571428571, 14.857142857142858, 15.285714285714286, 15.428571428571429, 15.571428571428571, 16.428571428571427, 16.714285714285715, 18.142857142857142, 19.285714285714285, 19.285714285714285, 20.0, 20.857142857142858, 22.714285714285715, 23.0, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.7142857142857143, 1.1428571428571428, 0.2857142857142857, 1.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 2.2857142857142856, 0.0, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 1.2857142857142858, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 1.4285714285714286, 1.1428571428571428, 0.0, 0.7142857142857143, 0.8571428571428571, 1.8571428571428572, 0.2857142857142857, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 11, 10, 10, 10, 10, 10, 17, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Cell Phones and Accessories", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the Books category, which dominates the timeline, particularly in the early stages and continues consistently throughout. Home and Kitchen reviews appear intermittently, primarily clustered around the initial weeks and again at the end of the sequence. The reviews for Books are consistently submitted at varying intervals, with a notable increase in frequency over time, while the Home and Kitchen reviews are less frequent and appear in distinct clusters. Overall, the trend indicates a sustained interest in Books, with occasional diversification into other categories." }, { "dim_process": 18, "seq_idx": 1608, "seq_len": 63, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 1.0, 2.0, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 4.0, 4.714285714285714, 4.857142857142857, 5.571428571428571, 5.857142857142857, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 7.714285714285714, 8.142857142857142, 8.714285714285714, 8.857142857142858, 9.0, 9.857142857142858, 10.142857142857142, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.857142857142858, 12.0, 12.142857142857142, 12.714285714285714, 12.857142857142858, 13.0, 13.571428571428571, 13.857142857142858, 14.571428571428571, 14.857142857142858, 15.0, 15.285714285714286, 15.714285714285714, 15.857142857142858, 16.0, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.0, 17.285714285714285, 17.714285714285715, 18.0, 18.714285714285715, 21.857142857142858, 22.0, 22.857142857142858, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 3.142857142857143, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which consistently appears throughout the timeline, with a notable cluster of reviews submitted in the earlier weeks. The \"Kindle Store\" category is introduced twice, both occurring at the one-week mark. As time progresses, the frequency of reviews remains high, particularly within the \"Books\" category, with no significant gaps in the submission of reviews until later weeks. Overall, the trend indicates a sustained engagement with books, with a slight diversification into the Kindle Store early in the sequence." }, { "dim_process": 18, "seq_idx": 1609, "seq_len": 48, "time_since_start": [ 0.0, 1.0, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.0, 2.7142857142857144, 3.857142857142857, 4.428571428571429, 5.0, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.428571428571429, 7.0, 7.285714285714286, 8.142857142857142, 8.428571428571429, 9.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.285714285714286, 11.857142857142858, 12.0, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.0, 14.142857142857142, 14.714285714285714, 14.857142857142858, 15.857142857142858, 17.571428571428573, 17.714285714285715, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.857142857142858, 19.0, 21.142857142857142, 21.714285714285715, 22.0, 22.142857142857142, 23.428571428571427, 24.428571428571427, 25.428571428571427 ], "time_since_last_event": [ 0.0, 1.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 1.0, 1.7142857142857142, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 2.142857142857143, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 1.0, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a strong initial focus on the \"Books\" category, with multiple reviews submitted in quick succession during the first several weeks. The reviews for \"Books\" dominate the early part of the timeline, with a noticeable transition to the \"Kindle Store\" category occurring around the 5-week mark. After this point, reviews continue to be predominantly for \"Books,\" with intermittent reviews for the \"Kindle Store\" appearing at various intervals. Overall, the pattern indicates a consistent interest in \"Books,\" with \"Kindle Store\" reviews appearing less frequently and primarily clustered around specific weeks." }, { "dim_process": 18, "seq_idx": 1610, "seq_len": 49, "time_since_start": [ 0.0, 1.1428571428571428, 1.7142857142857142, 2.0, 2.4285714285714284, 3.2857142857142856, 4.142857142857143, 4.428571428571429, 4.571428571428571, 5.0, 5.571428571428571, 6.142857142857143, 6.285714285714286, 7.0, 7.142857142857143, 7.285714285714286, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.0, 9.285714285714286, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.857142857142858, 10.857142857142858, 11.142857142857142, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.571428571428571, 12.714285714285714, 13.0, 13.428571428571429, 13.571428571428571, 14.0, 14.571428571428571, 14.714285714285714, 16.0, 16.142857142857142, 16.428571428571427, 16.428571428571427, 17.142857142857142, 17.714285714285715, 18.0, 18.714285714285715, 19.0, 19.857142857142858 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.0, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 2, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, with the majority of reviews submitted consistently over time. The first review occurs at week 0, and the frequency of book reviews remains high throughout the sequence, with several clusters of reviews occurring in the early weeks. The \"Kindle Store\" reviews appear intermittently, primarily clustered around weeks 4, 9, 10, and 16, while a single review for \"Pet Supplies\" is noted at week 7. Overall, the pattern indicates a sustained interest in books, with occasional diversions into other categories." }, { "dim_process": 18, "seq_idx": 1611, "seq_len": 75, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 1.7142857142857142, 2.142857142857143, 2.5714285714285716, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.0, 5.0, 5.428571428571429, 5.857142857142857, 6.285714285714286, 6.428571428571429, 7.0, 7.142857142857143, 7.571428571428571, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.0, 11.428571428571429, 11.571428571428571, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.285714285714286, 12.285714285714286, 13.142857142857142, 13.714285714285714, 13.714285714285714, 13.857142857142858, 14.0, 14.428571428571429, 14.714285714285714, 15.142857142857142, 15.142857142857142, 15.571428571428571, 15.857142857142858, 15.857142857142858, 16.285714285714285, 16.714285714285715, 17.428571428571427, 17.571428571428573, 18.285714285714285, 18.428571428571427, 19.714285714285715, 20.857142857142858, 21.285714285714285, 22.285714285714285, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.0, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.8571428571428571, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.2857142857142858, 1.1428571428571428, 0.42857142857142855, 1.0, 1.2857142857142858 ], "type_event": [ 16, 10, 10, 16, 10, 10, 10, 16, 10, 15, 0, 8, 10, 16, 10, 2, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 15, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Other", "Toys and Games", "Books", "Kindle Store", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a focus on books and the Kindle Store, with multiple reviews submitted in the initial weeks. As time progresses, there is a notable clustering of book reviews, particularly between the second and fourth weeks, with a consistent pattern of reviews for books continuing throughout the timeline. Other categories, such as Clothing Shoes and Jewelry and Toys and Games, appear sporadically but do not dominate the sequence. The Kindle Store reviews also show a recurring presence, often interspersed with book reviews, particularly in the later weeks, indicating a sustained interest in both books and Kindle-related products over time." }, { "dim_process": 18, "seq_idx": 1612, "seq_len": 40, "time_since_start": [ 0.0, 1.0, 1.2857142857142858, 1.4285714285714286, 2.0, 2.4285714285714284, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.0, 4.571428571428571, 5.142857142857143, 5.428571428571429, 6.571428571428571, 7.285714285714286, 7.428571428571429, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.0, 10.142857142857142, 11.571428571428571, 11.714285714285714, 12.0, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.0, 14.428571428571429, 17.142857142857142, 20.0 ], "time_since_last_event": [ 0.0, 1.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 2.7142857142857144, 2.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a consistent focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. A single review for the \"Kindle Store\" appears around three weeks in, but the majority of reviews continue to be concentrated in the \"Books\" category throughout the timeline. The frequency of reviews shows a gradual increase in the early weeks, with a notable clustering of reviews occurring between weeks 1 and 14. After week 14, there is a significant gap before a few more reviews are submitted at weeks 17 and 20, indicating a decrease in review activity over time." }, { "dim_process": 18, "seq_idx": 1613, "seq_len": 40, "time_since_start": [ 0.0, 0.7142857142857143, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 4.0, 4.714285714285714, 5.142857142857143, 5.142857142857143, 5.142857142857143, 7.0, 8.0, 8.714285714285714, 9.285714285714286, 9.285714285714286, 10.0, 10.0, 10.0, 10.571428571428571, 11.0, 11.0, 11.0, 13.571428571428571, 13.571428571428571, 13.571428571428571, 16.428571428571427, 17.142857142857142, 18.714285714285715, 20.0, 21.285714285714285, 21.428571428571427, 22.714285714285715, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 1.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.0, 0.0, 1.8571428571428572, 1.0, 0.7142857142857143, 0.5714285714285714, 0.0, 0.7142857142857143, 0.0, 0.0, 0.5714285714285714, 0.42857142857142855, 0.0, 0.0, 2.5714285714285716, 0.0, 0.0, 2.857142857142857, 0.7142857142857143, 1.5714285714285714, 1.2857142857142858, 1.2857142857142858, 0.14285714285714285, 1.2857142857142858, 0.8571428571428571 ], "type_event": [ 10, 2, 2, 10, 1, 2, 12, 13, 2, 2, 2, 2, 1, 2, 4, 2, 10, 1, 4, 4, 11, 10, 5, 13, 10, 14, 10, 4, 2, 8, 4, 13, 13, 4, 6, 7, 8, 4, 13, 13 ], "type_text": [ "Books", "Pet Supplies", "Pet Supplies", "Books", "Tools and Home Improvement", "Pet Supplies", "Sports and Outdoors", "Patio Lawn and Garden", "Pet Supplies", "Pet Supplies", "Pet Supplies", "Pet Supplies", "Tools and Home Improvement", "Pet Supplies", "Electronics", "Pet Supplies", "Books", "Tools and Home Improvement", "Electronics", "Electronics", "Home and Kitchen", "Books", "Automotive", "Patio Lawn and Garden", "Books", "Movies and TV", "Books", "Electronics", "Pet Supplies", "Toys and Games", "Electronics", "Patio Lawn and Garden", "Patio Lawn and Garden", "Electronics", "Industrial and Scientific", "Grocery and Gourmet Food", "Toys and Games", "Electronics", "Patio Lawn and Garden", "Patio Lawn and Garden" ], "description": "The sequence of product reviews begins with a focus on Books and Pet Supplies in the initial weeks, with Pet Supplies being particularly prominent. As time progresses, there is a noticeable increase in reviews for Tools and Home Improvement, Electronics, and Patio Lawn and Garden, with Electronics reviews clustering around the later weeks. The user also reviews a variety of categories, including Toys and Games and Grocery and Gourmet Food, but these appear later in the timeline. Overall, the pattern shows an early concentration on Pet Supplies and Books, followed by a diversification into other categories as time advances." }, { "dim_process": 18, "seq_idx": 1614, "seq_len": 44, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 3.7142857142857144, 3.857142857142857, 4.571428571428571, 5.285714285714286, 6.142857142857143, 6.714285714285714, 6.857142857142857, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.714285714285714, 9.142857142857142, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.0, 11.428571428571429, 12.0, 12.142857142857142, 12.571428571428571, 13.0, 13.285714285714286, 14.428571428571429, 14.571428571428571, 15.142857142857142, 15.428571428571429, 15.571428571428571, 16.142857142857142, 17.571428571428573, 17.714285714285715, 21.857142857142858, 22.571428571428573, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 0.14285714285714285, 4.142857142857143, 0.7142857142857143, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing books over an extended period, with a notable concentration of reviews occurring in the early weeks. There are two instances of reviews for the Kindle Store, which are spaced apart from the majority of book reviews. The reviews for books continue to be submitted regularly, with some clusters of reviews appearing in the later weeks, particularly around the 17-week mark and again towards the end of the sequence. Overall, the trend indicates a sustained interest in books, with the Kindle Store reviews appearing as a minor deviation from this pattern." }, { "dim_process": 18, "seq_idx": 1615, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.5714285714285716, 3.4285714285714284, 3.5714285714285716, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.0, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.0, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.571428571428571, 8.857142857142858, 9.142857142857142, 10.714285714285714, 10.857142857142858, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.571428571428571, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The reviews for \"Kindle Store\" appear infrequently, primarily clustered around the 0.57 to 14.0 week range, with a notable increase in frequency after the 12-week mark. Overall, the majority of reviews are concentrated in the earlier weeks, with a gradual tapering off in frequency as time progresses, while the \"Kindle Store\" reviews are more sporadic and occur later in the sequence." }, { "dim_process": 18, "seq_idx": 1616, "seq_len": 50, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.0, 1.4285714285714286, 2.0, 2.2857142857142856, 2.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.571428571428571, 6.142857142857143, 7.0, 7.0, 7.428571428571429, 7.714285714285714, 9.285714285714286, 10.0, 10.285714285714286, 10.428571428571429, 11.285714285714286, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.285714285714286, 13.428571428571429, 14.571428571428571, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.428571428571427, 16.714285714285715, 17.142857142857142, 17.285714285714285, 17.571428571428573, 18.857142857142858, 20.0, 20.285714285714285, 22.714285714285715, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.8571428571428571, 0.0, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 1.1428571428571428, 1.1428571428571428, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 1.1428571428571428, 0.2857142857142857, 2.4285714285714284, 1.1428571428571428 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable number of reviews submitted in this category throughout the timeline. Reviews for the \"Kindle Store\" category appear intermittently, primarily clustered around the initial weeks and again later in the sequence. Most reviews are concentrated in the earlier weeks, with a gradual decline in frequency as time progresses, although there are still sporadic reviews up to the later weeks. The pattern indicates a sustained interest in books, with occasional engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 1617, "seq_len": 41, "time_since_start": [ 0.0, 1.2857142857142858, 1.8571428571428572, 2.7142857142857144, 3.7142857142857144, 4.0, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.0, 6.857142857142857, 7.0, 7.571428571428571, 7.714285714285714, 8.142857142857142, 9.0, 9.142857142857142, 9.285714285714286, 9.857142857142858, 10.0, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.857142857142858, 12.0, 13.0, 13.857142857142858, 14.0, 14.142857142857142, 14.857142857142858, 14.857142857142858, 15.857142857142858, 17.142857142857142, 17.857142857142858, 18.0, 19.0, 20.285714285714285, 21.0, 22.142857142857142, 22.857142857142858, 23.857142857142858 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.5714285714285714, 0.8571428571428571, 1.0, 0.2857142857142857, 1.2857142857142858, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 1.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.0, 1.0, 1.2857142857142858, 0.7142857142857143, 0.14285714285714285, 1.0, 1.2857142857142858, 0.7142857142857143, 1.1428571428571428, 0.7142857142857143, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 11, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Home and Kitchen", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with most reviews submitted consistently over time, particularly in the early weeks. The first review of a different category, \"Kindle Store,\" occurs around week 5, followed by additional reviews in this category later on. A brief review of \"Grocery and Gourmet Food\" appears around week 7, while another category, \"Home and Kitchen,\" is reviewed around week 22. Overall, the reviews cluster heavily in the \"Books\" category, with other categories appearing less frequently and primarily later in the sequence." }, { "dim_process": 18, "seq_idx": 1618, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.0, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 3.4285714285714284, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.285714285714286, 6.285714285714286, 7.428571428571429, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 9.428571428571429, 10.0, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.285714285714286, 12.142857142857142, 12.714285714285714, 13.0, 13.285714285714286, 15.285714285714286, 15.285714285714286, 17.428571428571427, 19.142857142857142, 19.142857142857142, 19.142857142857142, 20.714285714285715, 21.0, 23.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 2.0, 0.0, 2.142857142857143, 1.7142857142857142, 0.0, 0.0, 1.5714285714285714, 0.2857142857142857, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 2, 3, 17, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Pet Supplies", "Arts Crafts and Sewing", "Cell Phones and Accessories", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with consistent reviews submitted over a span of time, particularly in the early weeks. The user also engages with the \"Kindle Store\" category at specific points, notably around the second and fifteenth weeks. Other categories, such as \"Pet Supplies,\" \"Arts Crafts and Sewing,\" and \"Cell Phones and Accessories,\" appear clustered around the nineteenth week, indicating a brief diversification in review topics. Overall, the trend highlights a predominant interest in books throughout the review period, with occasional exploration of other categories." }, { "dim_process": 18, "seq_idx": 1619, "seq_len": 63, "time_since_start": [ 0.0, 1.4285714285714286, 2.0, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.571428571428571, 5.0, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.0, 6.285714285714286, 6.428571428571429, 6.714285714285714, 7.0, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.0, 9.0, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.0, 11.857142857142858, 12.0, 12.142857142857142, 12.571428571428571, 12.857142857142858, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.142857142857142, 14.714285714285714, 14.714285714285714, 15.0, 15.571428571428571, 15.857142857142858, 16.714285714285715, 16.857142857142858, 17.0, 17.285714285714285, 17.857142857142858, 18.0, 18.285714285714285, 19.857142857142858, 21.0, 21.285714285714285, 21.857142857142858, 22.571428571428573, 23.285714285714285, 24.0, 24.142857142857142, 24.714285714285715, 24.714285714285715, 25.0 ], "time_since_last_event": [ 0.0, 1.4285714285714286, 0.5714285714285714, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.5714285714285714, 1.1428571428571428, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.0, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 2, 10, 10, 10, 10, 10, 10, 10, 10, 16, 2, 10, 8, 11, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Pet Supplies", "Books", "Toys and Games", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, with numerous reviews clustered in the earlier weeks. The \"Kindle Store\" reviews appear intermittently, primarily after the initial surge of book reviews, indicating a slight diversification in review categories. The \"Pet Supplies,\" \"Toys and Games,\" and \"Home and Kitchen\" categories are introduced later in the sequence, suggesting a shift in the user's review focus. Overall, the trend indicates a strong initial emphasis on books, with occasional diversions into other categories as time progresses." }, { "dim_process": 18, "seq_idx": 1620, "seq_len": 50, "time_since_start": [ 0.0, 1.0, 2.0, 2.4285714285714284, 3.2857142857142856, 3.5714285714285716, 4.0, 4.428571428571429, 4.571428571428571, 5.428571428571429, 5.571428571428571, 6.0, 7.142857142857143, 7.571428571428571, 8.0, 8.142857142857142, 8.571428571428571, 9.142857142857142, 9.428571428571429, 9.571428571428571, 10.0, 10.142857142857142, 10.285714285714286, 10.571428571428571, 11.0, 11.142857142857142, 11.285714285714286, 11.571428571428571, 12.0, 12.142857142857142, 12.428571428571429, 13.0, 13.285714285714286, 13.571428571428571, 14.0, 14.142857142857142, 15.428571428571429, 15.571428571428571, 16.0, 17.285714285714285, 18.0, 18.285714285714285, 18.428571428571427, 20.142857142857142, 21.142857142857142, 22.142857142857142, 22.285714285714285, 22.428571428571427, 23.142857142857142, 23.428571428571427 ], "time_since_last_event": [ 0.0, 1.0, 1.0, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142, 1.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on the \"Books\" category, with a notable transition to the \"Kindle Store\" category occurring around week 10. The reviews are densely clustered in the early weeks, with a gradual increase in frequency until around week 15, after which the rate of submissions appears to stabilize. Overall, the majority of reviews are concentrated in the first 23 weeks, with a clear dominance of the \"Books\" category throughout the timeline." }, { "dim_process": 18, "seq_idx": 1621, "seq_len": 69, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.4285714285714286, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.142857142857143, 3.5714285714285716, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.0, 5.0, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.0, 6.0, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.571428571428571, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.0, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.571428571428571, 10.714285714285714, 11.0, 11.0, 11.142857142857142, 11.285714285714286, 11.571428571428571, 12.0, 12.142857142857142, 12.428571428571429, 13.142857142857142, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.0, 17.428571428571427, 19.142857142857142, 20.285714285714285, 20.714285714285715, 21.0, 22.428571428571427, 23.857142857142858, 24.142857142857142, 25.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.7142857142857142, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 1.4285714285714286, 1.4285714285714286, 0.2857142857142857, 0.8571428571428571 ], "type_event": [ 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted throughout the timeline. The \"Kindle Store\" reviews appear less frequently and tend to cluster at specific intervals, particularly around the beginning, middle, and later stages of the timeline. There is a noticeable trend of multiple \"Books\" reviews occurring in close succession, especially in the earlier weeks, while \"Kindle Store\" reviews are interspersed but do not dominate the sequence. Overall, the user exhibits a strong preference for reviewing books, with occasional reviews for the Kindle Store appearing at regular intervals." }, { "dim_process": 18, "seq_idx": 1622, "seq_len": 47, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 5.142857142857143, 12.285714285714286, 12.285714285714286, 12.285714285714286, 12.285714285714286, 12.285714285714286, 12.285714285714286, 12.285714285714286, 12.285714285714286, 12.285714285714286, 12.285714285714286, 14.0, 14.0, 14.0, 14.0, 14.0, 14.0, 14.0, 14.714285714285714, 14.714285714285714, 14.714285714285714, 14.714285714285714, 14.857142857142858, 15.714285714285714, 15.714285714285714, 15.714285714285714, 15.714285714285714, 15.714285714285714 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.2857142857142856, 7.142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.7142857142857142, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 9, 2, 7, 11, 1, 12, 6, 0, 15, 13, 4, 5, 13, 5, 11, 4, 0, 1, 15, 4, 11, 4, 13, 5, 12, 15, 7, 8, 9, 1, 13, 15, 9, 5, 3, 1, 11, 6, 5, 13, 0, 0, 15, 4, 0, 13, 0 ], "type_text": [ "Office Products", "Pet Supplies", "Grocery and Gourmet Food", "Home and Kitchen", "Tools and Home Improvement", "Sports and Outdoors", "Industrial and Scientific", "Other", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Electronics", "Automotive", "Patio Lawn and Garden", "Automotive", "Home and Kitchen", "Electronics", "Other", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Electronics", "Home and Kitchen", "Electronics", "Patio Lawn and Garden", "Automotive", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Toys and Games", "Office Products", "Tools and Home Improvement", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Office Products", "Automotive", "Arts Crafts and Sewing", "Tools and Home Improvement", "Home and Kitchen", "Industrial and Scientific", "Automotive", "Patio Lawn and Garden", "Other", "Other", "Clothing Shoes and Jewelry", "Electronics", "Other", "Patio Lawn and Garden", "Other" ], "description": "The sequence of product reviews begins with a diverse range of categories being reviewed simultaneously in the first week, indicating a broad interest across multiple product types. After a brief period, there is a cluster of reviews around the 1.86-week mark, primarily focused on Patio Lawn and Garden, Automotive, Home and Kitchen, and Electronics. Following this, there is a significant gap before another set of reviews emerges at the 12.29-week mark, where the user again reviews a wide array of categories, suggesting a return to reviewing behavior. The reviews continue to show a mix of categories at the 14-week mark, with a slight increase in the frequency of reviews in the following weeks, particularly for Clothing Shoes and Jewelry and Electronics. Overall, the pattern indicates initial broad engagement, followed by periods of concentrated reviews and a gradual increase in activity over time." }, { "dim_process": 18, "seq_idx": 1623, "seq_len": 42, "time_since_start": [ 0.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 4.142857142857143, 5.428571428571429, 5.571428571428571, 6.857142857142857, 7.285714285714286, 10.0, 10.0, 10.142857142857142, 10.142857142857142, 11.285714285714286, 13.714285714285714, 14.714285714285714, 14.714285714285714, 14.714285714285714, 15.142857142857142, 15.142857142857142, 15.428571428571429, 15.428571428571429, 16.428571428571427, 16.857142857142858, 17.428571428571427, 18.0, 18.142857142857142, 18.428571428571427, 18.428571428571427, 18.571428571428573, 19.857142857142858, 20.142857142857142, 20.285714285714285, 20.428571428571427, 22.0, 22.142857142857142, 22.571428571428573, 23.285714285714285, 24.0, 24.0, 24.285714285714285, 25.142857142857142 ], "time_since_last_event": [ 0.0, 2.2857142857142856, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 1.2857142857142858, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 2.7142857142857144, 0.0, 0.14285714285714285, 0.0, 1.1428571428571428, 2.4285714285714284, 1.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 1.0, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.0, 0.2857142857142857, 0.8571428571428571 ], "type_event": [ 10, 4, 15, 12, 11, 7, 10, 15, 7, 2, 10, 0, 10, 5, 11, 11, 15, 7, 15, 12, 7, 15, 7, 15, 11, 15, 1, 13, 15, 13, 15, 12, 5, 15, 12, 0, 1, 15, 11, 15, 0, 15 ], "type_text": [ "Books", "Electronics", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Pet Supplies", "Books", "Other", "Books", "Automotive", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Automotive", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Other", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a progression where the user initially reviews books and electronics within the first few weeks. Clothing, shoes, and jewelry reviews begin to appear frequently around the second week and continue to be a prominent category throughout the timeline. Home and kitchen reviews cluster around the 4 to 14-week mark, while grocery and gourmet food reviews also emerge in the mid-range weeks. Towards the later weeks, there is a noticeable increase in reviews for clothing, shoes, and jewelry, alongside a mix of other categories, indicating a diverse range of interests as time progresses." }, { "dim_process": 18, "seq_idx": 1624, "seq_len": 52, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.4285714285714286, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 4.285714285714286, 4.428571428571429, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.428571428571429, 6.571428571428571, 7.0, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.0, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.857142857142858, 14.0, 14.142857142857142, 16.857142857142858, 18.0, 18.285714285714285, 18.571428571428573, 21.428571428571427, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 2.7142857142857144, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 2.857142857142857, 0.8571428571428571 ], "type_event": [ 10, 10, 2, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted over time. The initial review in the sequence begins with a book review, followed by a brief mention of \"Pet Supplies\" before returning to an extensive series of book reviews. Most reviews cluster closely together within the first few weeks, with a notable concentration of reviews occurring between the 0 to 12-week mark, after which the frequency of book reviews continues but with longer intervals between submissions. Overall, the trend indicates a sustained interest in books throughout the timeline, with a single instance of reviewing pet supplies early in the sequence." }, { "dim_process": 18, "seq_idx": 1625, "seq_len": 56, "time_since_start": [ 0.0, 0.8571428571428571, 1.1428571428571428, 2.142857142857143, 2.857142857142857, 3.0, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.0, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.571428571428571, 7.285714285714286, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.571428571428571, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.285714285714286, 12.142857142857142, 12.428571428571429, 13.0, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.714285714285714, 14.857142857142858, 14.857142857142858, 15.142857142857142, 15.428571428571429, 16.428571428571427, 16.857142857142858, 17.0, 17.285714285714285, 17.285714285714285, 18.0, 18.285714285714285, 23.0, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.2857142857142857, 1.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 1.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.7142857142857143, 0.2857142857142857, 4.714285714285714, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews primarily clustered within the first 18 weeks. Most reviews are submitted in quick succession, particularly in the initial weeks, indicating a high frequency of activity early on. A single review for the \"Kindle Store\" appears later in the sequence, while a review for \"Home and Kitchen\" occurs simultaneously with a book review. After week 18, there is a noticeable decrease in review frequency, with only a few reviews submitted in the subsequent weeks." }, { "dim_process": 18, "seq_idx": 1626, "seq_len": 68, "time_since_start": [ 0.0, 0.5714285714285714, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.714285714285714, 5.0, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.285714285714286, 6.285714285714286, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.0, 8.428571428571429, 8.857142857142858, 9.714285714285714, 10.142857142857142, 10.428571428571429, 10.428571428571429, 10.714285714285714, 11.0, 11.285714285714286, 12.0, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.285714285714286, 14.714285714285714, 14.857142857142858, 15.0, 15.285714285714286, 15.428571428571429, 15.857142857142858, 16.0, 16.142857142857142, 16.428571428571427, 16.571428571428573, 17.0, 17.0, 17.285714285714285, 17.571428571428573, 17.571428571428573, 18.0, 18.142857142857142, 18.428571428571427, 18.857142857142858, 22.0 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 3.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 4, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 17, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 4, 10, 10, 10, 10, 10, 2 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Electronics", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Cell Phones and Accessories", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Pet Supplies" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with a high frequency of reviews submitted in the early weeks, particularly within the first 18 weeks. The reviews for \"Kindle Store\" appear intermittently, primarily clustered around weeks 5 to 17, with a notable concentration in the later weeks. \"Electronics\" reviews are less frequent and occur around weeks 6 and 17, while \"Cell Phones and Accessories\" and \"Pet Supplies\" are represented by single reviews at weeks 10 and 22, respectively. Overall, the trend indicates a strong initial focus on books, with occasional reviews in other categories appearing later in the sequence." }, { "dim_process": 18, "seq_idx": 1627, "seq_len": 55, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 1.0, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 3.142857142857143, 3.4285714285714284, 4.142857142857143, 4.571428571428571, 4.714285714285714, 5.142857142857143, 5.428571428571429, 5.714285714285714, 5.857142857142857, 5.857142857142857, 6.0, 6.142857142857143, 6.428571428571429, 7.0, 7.428571428571429, 7.714285714285714, 8.571428571428571, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.571428571428571, 11.285714285714286, 12.285714285714286, 14.0, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 17.285714285714285, 17.428571428571427, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.714285714285715, 19.571428571428573, 22.0, 22.428571428571427, 22.571428571428573, 22.714285714285715, 22.857142857142858, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.0, 1.7142857142857142, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 2.5714285714285716, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 2.4285714285714284, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over time. The reviews for \"Books\" occur frequently, particularly in the early weeks, while reviews for the \"Kindle Store\" appear less often and are clustered at specific intervals, primarily around the 1.57, 2.43, 5.86, 7.71, 10.57, 12.29, and 22.57 week marks. Overall, the pattern indicates a strong and sustained interest in \"Books,\" with \"Kindle Store\" reviews interspersed at various points throughout the timeline." }, { "dim_process": 18, "seq_idx": 1628, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 1.8571428571428572, 2.0, 2.142857142857143, 3.0, 3.4285714285714284, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 5.0, 5.714285714285714, 6.285714285714286, 6.571428571428571, 7.0, 7.0, 7.428571428571429, 9.714285714285714, 10.571428571428571, 11.142857142857142, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.857142857142858, 14.428571428571429, 14.571428571428571, 15.285714285714286, 15.857142857142858, 16.0, 16.0, 16.571428571428573, 16.857142857142858, 16.857142857142858, 17.0, 17.285714285714285, 17.714285714285715, 18.0, 19.857142857142858, 21.714285714285715, 21.714285714285715, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.0, 0.42857142857142855, 2.2857142857142856, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.8571428571428572, 1.8571428571428572, 0.0, 2.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 9, 15, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Office Products", "Clothing Shoes and Jewelry", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time, particularly in the early weeks. Reviews for \"Books\" cluster heavily in the initial weeks, with a gradual introduction of \"Office Products\" and \"Clothing Shoes and Jewelry\" occurring later in the timeline. The transition to reviews in the \"Kindle Store\" also appears around the same time as the introduction of \"Office Products,\" indicating a slight diversification in review categories after an extended period of focusing on books. Overall, the trend indicates a strong initial emphasis on books, with occasional reviews in other categories appearing later in the sequence." }, { "dim_process": 18, "seq_idx": 1629, "seq_len": 40, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 2.0, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.0, 5.0, 5.714285714285714, 6.285714285714286, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.428571428571429, 8.571428571428571, 10.142857142857142, 13.0, 13.285714285714286, 14.142857142857142, 15.428571428571429, 16.0, 16.428571428571427, 16.714285714285715, 17.0, 17.142857142857142, 18.0, 18.714285714285715, 19.142857142857142, 19.571428571428573, 20.142857142857142, 22.142857142857142, 22.714285714285715, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.0, 0.7142857142857143, 0.5714285714285714, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 2.857142857142857, 0.2857142857142857, 0.8571428571428571, 1.2857142857142858, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 2.0, 0.5714285714285714, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of entries in the \"Books\" category, which are submitted consistently over time, with a notable concentration in the earlier weeks. The only instance of a review in the \"Kindle Store\" category occurs shortly after the initial cluster of \"Books\" reviews. As time progresses, the frequency of reviews remains steady, with occasional clusters of submissions, particularly around the 8 to 10-week mark and again between the 18 to 24-week range. Overall, the reviews are primarily focused on \"Books,\" with no significant shifts in category or timing throughout the sequence." }, { "dim_process": 18, "seq_idx": 1630, "seq_len": 60, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 5.285714285714286, 5.285714285714286, 5.857142857142857, 6.142857142857143, 6.428571428571429, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 8.142857142857142, 8.428571428571429, 9.428571428571429, 9.571428571428571, 10.0, 10.142857142857142, 10.428571428571429, 11.142857142857142, 11.857142857142858, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.142857142857142, 13.428571428571429, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.571428571428571, 15.0, 15.428571428571429, 15.571428571428571, 16.142857142857142, 16.428571428571427, 16.571428571428573, 17.428571428571427, 18.0, 18.142857142857142, 18.714285714285715, 19.714285714285715, 20.571428571428573, 21.142857142857142, 22.142857142857142, 22.428571428571427, 23.0 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 1.0, 0.8571428571428571, 0.5714285714285714, 1.0, 0.2857142857142857, 0.5714285714285714 ], "type_event": [ 8, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Toys and Games", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a few reviews in the \"Toys and Games\" category, followed closely by multiple reviews in the \"Books\" category. The majority of reviews are concentrated in the \"Books\" category, with a significant cluster occurring in the early weeks and continuing consistently over time. The \"Kindle Store\" reviews appear sporadically, primarily interspersed among the reviews for \"Books,\" particularly after the initial weeks. Overall, the trend shows a strong focus on \"Books,\" with the other categories receiving minimal attention in comparison." }, { "dim_process": 18, "seq_idx": 1631, "seq_len": 95, "time_since_start": [ 0.0, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 2.0, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 4.0, 4.428571428571429, 4.571428571428571, 5.428571428571429, 5.571428571428571, 6.142857142857143, 6.142857142857143, 6.285714285714286, 7.571428571428571, 7.571428571428571, 7.571428571428571, 7.714285714285714, 8.857142857142858, 8.857142857142858, 9.0, 9.0, 9.285714285714286, 9.285714285714286, 9.428571428571429, 10.428571428571429, 10.571428571428571, 10.571428571428571, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.857142857142858, 10.857142857142858, 10.857142857142858, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.714285714285714, 12.285714285714286, 12.428571428571429, 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0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 1.2857142857142858, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 1.2857142857142858, 0.0, 0.0, 0.14285714285714285, 1.1428571428571428, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 1.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.0, 0.5714285714285714, 0.8571428571428571, 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 1.1428571428571428, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 1.0, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857 ], "type_event": [ 10, 14, 15, 12, 7, 15, 4, 7, 14, 10, 12, 7, 10, 10, 10, 14, 10, 14, 10, 14, 12, 14, 10, 14, 14, 10, 3, 15, 14, 14, 11, 4, 15, 14, 10, 14, 10, 3, 1, 14, 14, 14, 14, 14, 15, 4, 14, 10, 15, 12, 9, 10, 14, 14, 10, 14, 14, 14, 12, 10, 14, 10, 14, 14, 10, 10, 14, 14, 10, 11, 10, 14, 14, 14, 12, 10, 14, 14, 10, 12, 4, 10, 14, 10, 15, 14, 14, 14, 14, 12, 1, 10, 14, 8, 16 ], "type_text": [ "Books", "Movies and TV", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Electronics", "Grocery and Gourmet Food", "Movies and TV", "Books", "Sports and Outdoors", "Grocery and Gourmet Food", "Books", "Books", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Movies and TV", "Sports and Outdoors", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Books", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Home and Kitchen", "Electronics", "Clothing Shoes and Jewelry", "Movies and TV", "Books", "Movies and TV", "Books", "Arts Crafts and Sewing", "Tools and Home Improvement", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Clothing Shoes and Jewelry", "Electronics", "Movies and TV", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Office Products", "Books", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Sports and Outdoors", "Books", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Books", "Books", "Movies and TV", "Movies and TV", "Books", "Home and Kitchen", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Sports and Outdoors", "Books", "Movies and TV", "Movies and TV", "Books", "Sports and Outdoors", "Electronics", "Books", "Movies and TV", "Books", "Clothing Shoes and Jewelry", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Sports and Outdoors", "Tools and Home Improvement", "Books", "Movies and TV", "Toys and Games", "Kindle Store" ], "description": "The sequence of product reviews shows a clear progression over time, with certain categories appearing more frequently in specific periods. Initially, reviews for Books and Movies and TV are prominent, with a mix of Clothing Shoes and Jewelry and Sports and Outdoors shortly after. As time progresses, Movies and TV reviews become increasingly dominant, especially in the later weeks, while Books maintain a consistent presence. Additionally, there are clusters of reviews for Electronics and Sports and Outdoors around the middle of the timeline, with a notable increase in the diversity of categories towards the end, including Tools and Home Improvement and Toys and Games." }, { "dim_process": 18, "seq_idx": 1632, "seq_len": 70, "time_since_start": [ 0.0, 0.0, 0.42857142857142855, 1.1428571428571428, 1.4285714285714286, 2.4285714285714284, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 4.0, 4.571428571428571, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.285714285714286, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.0, 8.428571428571429, 8.571428571428571, 9.0, 9.285714285714286, 9.428571428571429, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 13.0, 13.285714285714286, 13.428571428571429, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.714285714285714, 13.857142857142858, 14.0, 14.428571428571429, 14.571428571428571, 14.857142857142858, 14.857142857142858, 14.857142857142858, 15.285714285714286, 15.285714285714286, 15.857142857142858, 15.857142857142858, 16.0, 16.428571428571427, 16.714285714285715, 16.857142857142858, 16.857142857142858, 17.428571428571427, 19.714285714285715, 20.857142857142858, 21.142857142857142, 22.285714285714285, 22.571428571428573, 22.571428571428573, 22.571428571428573, 22.714285714285715, 23.428571428571427, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 1.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.42857142857142855, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 2.2857142857142856, 1.1428571428571428, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0 ], "type_event": [ 11, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 1, 10, 10, 10, 4, 10, 10, 3, 10, 10, 9, 10, 10, 10, 1, 14, 10, 16, 10, 13, 10, 10, 10, 11, 3, 10, 10, 10, 10, 10, 3, 10, 13, 10, 11, 3 ], "type_text": [ "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Electronics", "Books", "Books", "Arts Crafts and Sewing", "Books", "Books", "Office Products", "Books", "Books", "Books", "Tools and Home Improvement", "Movies and TV", "Books", "Kindle Store", "Books", "Patio Lawn and Garden", "Books", "Books", "Books", "Home and Kitchen", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Patio Lawn and Garden", "Books", "Home and Kitchen", "Arts Crafts and Sewing" ], "description": "The sequence of product reviews begins with a mix of categories, including Home and Kitchen and Books, at the outset. 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Towards the end of the sequence, there is a slight increase in diversity with reviews for categories like Patio Lawn and Garden and Movies and TV, but the focus remains heavily on Books." }, { "dim_process": 18, "seq_idx": 1633, "seq_len": 44, "time_since_start": [ 0.0, 2.7142857142857144, 5.714285714285714, 5.714285714285714, 7.857142857142857, 7.857142857142857, 11.285714285714286, 11.714285714285714, 11.857142857142858, 12.571428571428571, 12.714285714285714, 12.714285714285714, 13.0, 13.857142857142858, 14.714285714285714, 15.571428571428571, 16.285714285714285, 16.285714285714285, 16.285714285714285, 18.285714285714285, 18.428571428571427, 18.428571428571427, 18.428571428571427, 18.428571428571427, 18.428571428571427, 19.285714285714285, 19.285714285714285, 19.285714285714285, 19.428571428571427, 20.0, 20.0, 20.0, 20.0, 20.142857142857142, 21.714285714285715, 21.714285714285715, 21.857142857142858, 21.857142857142858, 22.0, 22.0, 22.0, 24.571428571428573, 24.571428571428573, 24.571428571428573 ], "time_since_last_event": [ 0.0, 2.7142857142857144, 3.0, 0.0, 2.142857142857143, 0.0, 3.4285714285714284, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.7142857142857143, 0.0, 0.0, 2.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.0, 0.0, 0.14285714285714285, 1.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 2.5714285714285716, 0.0, 0.0 ], "type_event": [ 11, 8, 15, 6, 7, 11, 11, 8, 11, 10, 7, 11, 7, 10, 4, 10, 12, 15, 10, 10, 15, 12, 1, 0, 3, 8, 15, 13, 1, 4, 12, 11, 15, 8, 8, 1, 11, 2, 7, 12, 15, 11, 13, 8 ], "type_text": [ "Home and Kitchen", "Toys and Games", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Grocery and Gourmet Food", "Home and Kitchen", "Home and Kitchen", "Toys and Games", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Electronics", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Books", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Tools and Home Improvement", "Other", "Arts Crafts and Sewing", "Toys and Games", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Tools and Home Improvement", "Electronics", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Toys and Games", "Toys and Games", "Tools and Home Improvement", "Home and Kitchen", "Pet Supplies", "Grocery and Gourmet Food", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Patio Lawn and Garden", "Toys and Games" ], "description": "The sequence of product reviews shows a progression of categories submitted over time, with initial reviews primarily in the Home and Kitchen category. As time advances, there is a noticeable diversification into Toys and Games, Clothing Shoes and Jewelry, and other categories, particularly around the 11 to 22-week mark. Reviews tend to cluster around certain periods, especially with multiple entries in the Home and Kitchen and Toys and Games categories. Towards the later weeks, there is a mix of reviews across various categories, indicating a broadening of interests." }, { "dim_process": 18, "seq_idx": 1634, "seq_len": 120, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 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The reviews are clustered closely together, particularly in the earlier weeks, with a notable concentration of reviews occurring without interruption for several weeks. A single review in the \"Home and Kitchen\" category appears later in the sequence, but the overwhelming majority of reviews remain focused on \"Books,\" continuing throughout the entire timeline. Overall, the trend indicates a sustained interest in books, with a brief diversification into another category occurring at a later stage." }, { "dim_process": 18, "seq_idx": 1635, "seq_len": 45, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 1.5714285714285714, 1.5714285714285714, 1.5714285714285714, 3.0, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 4.571428571428571, 5.285714285714286, 5.285714285714286, 5.857142857142857, 5.857142857142857, 5.857142857142857, 6.428571428571429, 6.714285714285714, 6.714285714285714, 6.714285714285714, 6.714285714285714, 7.571428571428571, 7.571428571428571, 8.571428571428571, 8.571428571428571, 10.857142857142858, 11.142857142857142, 11.142857142857142, 11.142857142857142, 11.142857142857142, 11.857142857142858, 12.285714285714286, 12.571428571428571, 12.714285714285714, 13.0, 13.714285714285714, 13.714285714285714, 13.714285714285714, 14.285714285714286 ], "time_since_last_event": [ 0.0, 0.0, 0.14285714285714285, 1.4285714285714286, 0.0, 0.0, 1.4285714285714286, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.0, 0.5714285714285714, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 1.0, 0.0, 2.2857142857142856, 0.2857142857142857, 0.0, 0.0, 0.0, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.0, 0.5714285714285714 ], "type_event": [ 13, 12, 12, 13, 2, 6, 2, 1, 13, 11, 6, 0, 13, 12, 6, 4, 1, 5, 1, 1, 12, 2, 5, 15, 13, 8, 11, 12, 5, 12, 2, 2, 6, 13, 2, 1, 13, 2, 2, 2, 2, 13, 5, 2, 5 ], "type_text": [ "Patio Lawn and Garden", "Sports and Outdoors", "Sports and Outdoors", "Patio Lawn and Garden", "Pet Supplies", "Industrial and Scientific", "Pet Supplies", "Tools and Home Improvement", "Patio Lawn and Garden", "Home and Kitchen", "Industrial and Scientific", "Other", "Patio Lawn and Garden", "Sports and Outdoors", "Industrial and Scientific", "Electronics", "Tools and Home Improvement", "Automotive", "Tools and Home Improvement", "Tools and Home Improvement", "Sports and Outdoors", "Pet Supplies", "Automotive", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Toys and Games", "Home and Kitchen", "Sports and Outdoors", "Automotive", "Sports and Outdoors", "Pet Supplies", "Pet Supplies", "Industrial and Scientific", "Patio Lawn and Garden", "Pet Supplies", "Tools and Home Improvement", "Patio Lawn and Garden", "Pet Supplies", "Pet Supplies", "Pet Supplies", "Pet Supplies", "Patio Lawn and Garden", "Automotive", "Pet Supplies", "Automotive" ], "description": "The sequence of product reviews begins with a focus on Patio Lawn and Garden and Sports and Outdoors categories, with initial reviews submitted simultaneously. Over time, there is a noticeable increase in reviews for Pet Supplies, particularly around the 3 to 14-week mark, indicating a clustering of activity in this category. Tools and Home Improvement reviews emerge consistently after the 3-week point, while Automotive reviews appear later in the sequence, particularly between the 5 and 14-week marks. The Patio Lawn and Garden category maintains a steady presence throughout, with multiple reviews spread out over the entire timeline." }, { "dim_process": 18, "seq_idx": 1636, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 3.5714285714285716, 4.714285714285714, 4.714285714285714, 4.714285714285714, 5.0, 6.0, 6.0, 6.0, 6.0, 6.142857142857143, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.285714285714286, 7.285714285714286, 8.285714285714286, 8.285714285714286, 9.142857142857142, 9.142857142857142, 9.142857142857142, 9.142857142857142, 10.0, 11.0, 11.428571428571429, 11.571428571428571, 11.571428571428571, 11.857142857142858, 14.142857142857142, 14.142857142857142, 14.428571428571429, 14.428571428571429, 15.571428571428571, 15.571428571428571, 17.714285714285715, 17.714285714285715, 17.714285714285715, 20.714285714285715, 20.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 3.4285714285714284, 1.1428571428571428, 0.0, 0.0, 0.2857142857142857, 1.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.0, 1.0, 0.0, 0.8571428571428571, 0.0, 0.0, 0.0, 0.8571428571428571, 1.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 2.2857142857142856, 0.0, 0.2857142857142857, 0.0, 1.1428571428571428, 0.0, 2.142857142857143, 0.0, 0.0, 3.0, 0.0 ], "type_event": [ 11, 11, 0, 16, 0, 11, 10, 3, 15, 11, 7, 9, 10, 3, 16, 11, 15, 10, 15, 11, 13, 1, 7, 11, 16, 11, 7, 10, 16, 3, 13, 11, 3, 11, 3, 11, 11, 3, 1, 11, 11, 7, 0, 7, 17 ], "type_text": [ "Home and Kitchen", "Home and Kitchen", "Other", "Kindle Store", "Other", "Home and Kitchen", "Books", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Office Products", "Books", "Arts Crafts and Sewing", "Kindle Store", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement", "Grocery and Gourmet Food", "Home and Kitchen", "Kindle Store", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Kindle Store", "Arts Crafts and Sewing", "Patio Lawn and Garden", "Home and Kitchen", "Arts Crafts and Sewing", "Home and Kitchen", "Arts Crafts and Sewing", "Home and Kitchen", "Home and Kitchen", "Arts Crafts and Sewing", "Tools and Home Improvement", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food", "Other", "Grocery and Gourmet Food", "Cell Phones and Accessories" ], "description": "The sequence of product reviews begins with a concentration in the Home and Kitchen category, with multiple reviews submitted shortly after the initial review. As time progresses, there is a diversification of categories, with notable clusters around the 6-week and 7-week marks, where various categories like Clothing Shoes and Jewelry, Books, and Arts Crafts and Sewing appear. The reviews then show a pattern of returning to Home and Kitchen, alongside other categories, particularly around the 11 to 15-week range. Towards the end of the sequence, there is a resurgence in Grocery and Gourmet Food reviews, indicating a trend of revisiting certain categories over time." }, { "dim_process": 18, "seq_idx": 1637, "seq_len": 41, "time_since_start": [ 0.0, 0.0, 0.0, 1.5714285714285714, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.7142857142857144, 3.142857142857143, 3.142857142857143, 3.4285714285714284, 4.571428571428571, 5.142857142857143, 5.142857142857143, 7.714285714285714, 8.571428571428571, 8.571428571428571, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 10.142857142857142, 10.571428571428571, 10.714285714285714, 11.714285714285714, 12.0, 13.571428571428571, 14.428571428571429, 14.714285714285714, 14.714285714285714, 15.857142857142858, 17.0, 17.0, 17.714285714285715, 17.714285714285715, 18.714285714285715, 19.0, 19.142857142857142, 19.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 1.5714285714285714, 0.2857142857142857, 0.0, 0.0, 0.0, 0.8571428571428571, 0.42857142857142855, 0.0, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 0.0, 2.5714285714285716, 0.8571428571428571, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 1.0, 0.2857142857142857, 1.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.0, 1.1428571428571428, 1.1428571428571428, 0.0, 0.7142857142857143, 0.0, 1.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143 ], "type_event": [ 1, 12, 10, 15, 15, 11, 10, 4, 3, 1, 11, 10, 10, 1, 15, 13, 3, 10, 1, 10, 11, 5, 8, 1, 3, 1, 11, 8, 11, 12, 8, 11, 11, 0, 11, 3, 1, 1, 15, 4, 11 ], "type_text": [ "Tools and Home Improvement", "Sports and Outdoors", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Electronics", "Arts Crafts and Sewing", "Tools and Home Improvement", "Home and Kitchen", "Books", "Books", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Arts Crafts and Sewing", "Books", "Tools and Home Improvement", "Books", "Home and Kitchen", "Automotive", "Toys and Games", "Tools and Home Improvement", "Arts Crafts and Sewing", "Tools and Home Improvement", "Home and Kitchen", "Toys and Games", "Home and Kitchen", "Sports and Outdoors", "Toys and Games", "Home and Kitchen", "Home and Kitchen", "Other", "Home and Kitchen", "Arts Crafts and Sewing", "Tools and Home Improvement", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Electronics", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a variety of categories submitted within the first week, including Tools and Home Improvement, Sports and Outdoors, and Books. As time progresses, reviews for Clothing Shoes and Jewelry, Home and Kitchen, and Books appear more frequently, particularly around the 1.86 to 5.14-week mark. There is a noticeable increase in reviews for Tools and Home Improvement and Home and Kitchen in the later weeks, especially between 9.29 and 19.86 weeks, indicating a clustering of these categories. Additionally, Arts Crafts and Sewing and Toys and Games reviews emerge intermittently, with a slight uptick in the latter half of the timeline. Overall, the trend shows a shift towards more diverse categories over time, with certain categories being revisited multiple times." }, { "dim_process": 18, "seq_idx": 1638, "seq_len": 42, "time_since_start": [ 0.0, 0.8571428571428571, 1.8571428571428572, 2.2857142857142856, 2.857142857142857, 3.7142857142857144, 3.857142857142857, 4.714285714285714, 5.571428571428571, 5.714285714285714, 6.714285714285714, 7.0, 7.285714285714286, 7.714285714285714, 7.714285714285714, 7.714285714285714, 8.0, 8.0, 8.714285714285714, 9.285714285714286, 9.857142857142858, 10.285714285714286, 10.714285714285714, 11.714285714285714, 11.857142857142858, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.285714285714286, 13.857142857142858, 14.857142857142858, 14.857142857142858, 15.857142857142858, 16.857142857142858, 16.857142857142858, 16.857142857142858, 17.428571428571427, 17.857142857142858, 18.857142857142858, 21.857142857142858, 22.571428571428573, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 1.0, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.0, 0.0, 0.2857142857142857, 0.0, 0.7142857142857143, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 1.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.5714285714285714, 0.42857142857142855, 1.0, 3.0, 0.7142857142857143, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 14, 16, 10, 14, 0, 10, 10, 14, 10, 14, 10, 10, 10, 10, 10, 10, 10, 10, 10, 14, 14, 10, 10, 12, 14, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Kindle Store", "Books", "Movies and TV", "Other", "Books", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Movies and TV", "Books", "Books", "Sports and Outdoors", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The user predominantly submitted reviews for books, particularly in the early stages of the sequence, with a consistent pattern of reviews occurring at regular intervals. As time progressed, reviews for Movies and TV began to appear, particularly clustering around the 6 to 14-week mark. The sequence shows a notable return to book reviews, which continue to dominate the later weeks, while other categories like Sports and Outdoors appear infrequently. Overall, the trend indicates a strong focus on books throughout the entire review period, with occasional diversions into other categories." }, { "dim_process": 18, "seq_idx": 1639, "seq_len": 66, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 2.4285714285714284, 2.5714285714285716, 3.142857142857143, 3.4285714285714284, 3.857142857142857, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.0, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.0, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.285714285714286, 7.428571428571429, 7.714285714285714, 8.0, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.857142857142858, 11.0, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.285714285714286, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 15.714285714285714, 16.0, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.0, 17.142857142857142, 17.428571428571427, 17.857142857142858, 18.142857142857142, 18.428571428571427, 18.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions predominantly in the \"Books\" category. Reviews are submitted frequently in the early weeks, with a notable concentration of activity occurring between weeks 0 and 18. The events are evenly distributed throughout this period, with no significant clustering of reviews in any specific sub-period, indicating a steady engagement with the category over time." }, { "dim_process": 18, "seq_idx": 1640, "seq_len": 53, "time_since_start": [ 0.0, 1.0, 1.2857142857142858, 2.142857142857143, 3.142857142857143, 4.0, 4.142857142857143, 5.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 7.0, 7.142857142857143, 7.142857142857143, 7.857142857142857, 8.0, 9.142857142857142, 9.142857142857142, 9.428571428571429, 12.0, 12.0, 12.0, 12.0, 12.0, 13.142857142857142, 13.142857142857142, 13.142857142857142, 14.142857142857142, 16.0, 16.0, 16.142857142857142, 16.142857142857142, 16.142857142857142, 16.857142857142858, 18.142857142857142, 18.142857142857142, 18.142857142857142, 19.142857142857142, 19.285714285714285, 19.857142857142858, 20.285714285714285, 20.285714285714285, 20.285714285714285, 20.285714285714285, 20.285714285714285, 23.142857142857142, 23.142857142857142, 23.142857142857142, 23.142857142857142, 23.285714285714285 ], "time_since_last_event": [ 0.0, 1.0, 0.2857142857142857, 0.8571428571428571, 1.0, 0.8571428571428571, 0.14285714285714285, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.0, 0.2857142857142857, 2.5714285714285716, 0.0, 0.0, 0.0, 0.0, 1.1428571428571428, 0.0, 0.0, 1.0, 1.8571428571428572, 0.0, 0.14285714285714285, 0.0, 0.0, 0.7142857142857143, 1.2857142857142858, 0.0, 0.0, 1.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 2.857142857142857, 0.0, 0.0, 0.0, 0.14285714285714285 ], "type_event": [ 10, 1, 12, 12, 12, 5, 4, 0, 6, 3, 4, 10, 1, 12, 5, 15, 5, 10, 7, 10, 1, 11, 15, 12, 13, 7, 0, 12, 17, 0, 0, 15, 7, 15, 5, 4, 5, 1, 0, 7, 5, 1, 13, 12, 1, 13, 10, 5, 4, 5, 15, 12, 12 ], "type_text": [ "Books", "Tools and Home Improvement", "Sports and Outdoors", "Sports and Outdoors", "Sports and Outdoors", "Automotive", "Electronics", "Other", "Industrial and Scientific", "Arts Crafts and Sewing", "Electronics", "Books", "Tools and Home Improvement", "Sports and Outdoors", "Automotive", "Clothing Shoes and Jewelry", "Automotive", "Books", "Grocery and Gourmet Food", "Books", "Tools and Home Improvement", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Other", "Sports and Outdoors", "Cell Phones and Accessories", "Other", "Other", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Automotive", "Electronics", "Automotive", "Tools and Home Improvement", "Other", "Grocery and Gourmet Food", "Automotive", "Tools and Home Improvement", "Patio Lawn and Garden", "Sports and Outdoors", "Tools and Home Improvement", "Patio Lawn and Garden", "Books", "Automotive", "Electronics", "Automotive", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with a focus on Books and gradually expands to include a diverse range of categories such as Tools and Home Improvement, Sports and Outdoors, and Automotive within the first few weeks. A notable clustering of reviews occurs around the sixth week, where multiple categories are reviewed in a single timeframe, particularly in Electronics, Tools and Home Improvement, and Sports and Outdoors. As time progresses, there is a recurring emphasis on Automotive and Sports and Outdoors, with reviews for these categories appearing consistently in later weeks. The user also revisits certain categories, such as Clothing Shoes and Jewelry and Grocery and Gourmet Food, indicating a pattern of reviewing multiple items within specific categories over time." }, { "dim_process": 18, "seq_idx": 1641, "seq_len": 42, "time_since_start": [ 0.0, 1.1428571428571428, 4.142857142857143, 4.857142857142857, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.142857142857142, 8.714285714285714, 8.857142857142858, 9.0, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.857142857142858, 11.0, 12.0, 12.142857142857142, 12.857142857142858, 13.0, 13.857142857142858, 15.428571428571429, 15.571428571428571, 16.714285714285715, 17.142857142857142, 17.857142857142858, 20.714285714285715, 21.285714285714285, 23.0 ], "time_since_last_event": [ 0.0, 1.1428571428571428, 3.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 1.5714285714285714, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.7142857142857143, 2.857142857142857, 0.5714285714285714, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The initial reviews are concentrated within the first few weeks, primarily in the Books category, followed by a gradual introduction of reviews in the Kindle Store around the fourth week. As the timeline progresses, there is a notable clustering of reviews in the Books category, particularly between weeks 5 and 17, while the Kindle Store reviews appear less frequently and are interspersed throughout the sequence. Overall, the trend indicates a sustained interest in Books, with occasional reviews for the Kindle Store." }, { "dim_process": 18, "seq_idx": 1642, "seq_len": 59, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.0, 1.2857142857142858, 1.5714285714285714, 2.0, 2.5714285714285716, 3.0, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 4.0, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.571428571428571, 8.428571428571429, 8.571428571428571, 9.0, 9.0, 9.142857142857142, 9.571428571428571, 10.142857142857142, 10.428571428571429, 10.857142857142858, 11.142857142857142, 11.285714285714286, 11.714285714285714, 12.0, 12.428571428571429, 13.285714285714286, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.428571428571429, 14.857142857142858, 15.714285714285714, 15.857142857142858, 16.142857142857142, 17.571428571428573, 17.714285714285715, 17.857142857142858, 19.142857142857142, 19.285714285714285, 20.0, 20.571428571428573, 22.428571428571427, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 1.8571428571428572, 1.0 ], "type_event": [ 7, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 16, 10, 2, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 16, 10, 10, 12, 10, 10, 10, 16, 16, 16, 16 ], "type_text": [ "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Pet Supplies", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a review in the Grocery and Gourmet Food category, followed by a series of reviews predominantly in the Books category that spans the first several weeks. The user then transitions to reviewing products in the Kindle Store, with these reviews interspersed among the continued focus on Books. Over time, there are occasional reviews in other categories, such as Pet Supplies and Home and Kitchen, but the majority of reviews consistently cluster around Books and Kindle Store, particularly in the early to mid-sequence. Towards the end of the sequence, there is a sustained presence of Kindle Store reviews, indicating a trend of increasing engagement with that category." }, { "dim_process": 18, "seq_idx": 1643, "seq_len": 40, "time_since_start": [ 0.0, 0.7142857142857143, 1.0, 1.2857142857142858, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 3.5714285714285716, 4.142857142857143, 4.571428571428571, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.571428571428571, 7.571428571428571, 8.0, 10.714285714285714, 11.714285714285714, 12.714285714285714, 12.714285714285714, 13.714285714285714, 13.857142857142858, 14.0, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.571428571428571, 14.857142857142858, 17.571428571428573, 17.714285714285715, 18.285714285714285, 19.857142857142858, 21.428571428571427, 22.0, 22.285714285714285, 22.428571428571427, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.7142857142857142, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.0, 0.42857142857142855, 2.7142857142857144, 1.0, 1.0, 0.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 2.7142857142857144, 0.14285714285714285, 0.5714285714285714, 1.5714285714285714, 1.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 10, 16, 10, 10, 16, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10, 10, 10, 16, 10, 10, 16, 16, 16, 16, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with several reviews submitted in the initial weeks. As time progresses, there is a noticeable increase in reviews for the \"Kindle Store,\" particularly clustered around the second to third week and again in the later weeks. The reviews for \"Books\" continue to be prominent throughout the sequence, with a few instances of other categories appearing sporadically. Overall, the trend shows a consistent engagement with \"Books,\" while \"Kindle Store\" reviews become more frequent in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 1644, "seq_len": 142, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 3.0, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 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10, 10, 10, 10, 16, 16, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the earlier weeks. The \"Kindle Store\" reviews appear less frequently and tend to cluster around specific intervals, often following a series of \"Books\" reviews. Over time, there is a noticeable increase in the frequency of \"Books\" reviews, especially in the later weeks, while \"Kindle Store\" reviews become more sporadic but still maintain a presence. The overall trend indicates a sustained interest in \"Books\" with intermittent engagement with the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 1645, "seq_len": 41, "time_since_start": [ 0.0, 0.5714285714285714, 1.4285714285714286, 2.142857142857143, 3.2857142857142856, 3.5714285714285716, 4.285714285714286, 7.285714285714286, 9.142857142857142, 9.142857142857142, 9.571428571428571, 9.571428571428571, 10.857142857142858, 11.857142857142858, 12.285714285714286, 12.571428571428571, 13.0, 13.0, 13.142857142857142, 13.285714285714286, 14.142857142857142, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.571428571428573, 16.714285714285715, 16.714285714285715, 16.857142857142858, 16.857142857142858, 17.0, 17.0, 17.285714285714285, 18.714285714285715, 18.857142857142858, 19.714285714285715, 20.142857142857142, 20.714285714285715, 22.428571428571427, 23.285714285714285, 24.285714285714285, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.8571428571428571, 0.7142857142857143, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 3.0, 1.8571428571428572, 0.0, 0.42857142857142855, 0.0, 1.2857142857142858, 1.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.5714285714285714, 1.7142857142857142, 0.8571428571428571, 1.0, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 15, 11, 15, 10, 15, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 16, 10, 16, 15, 10, 10, 10, 16, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, particularly in the initial weeks, with a notable cluster of reviews submitted within the first 18 weeks. After week 7, there is a shift where \"Clothing Shoes and Jewelry\" begins to appear alongside \"Books.\" The \"Kindle Store\" category emerges later, with several reviews clustered between weeks 15 and 24. Overall, the trend indicates an initial concentration on books, followed by diversification into clothing and Kindle products as time progresses." }, { "dim_process": 18, "seq_idx": 1646, "seq_len": 55, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.8571428571428572, 2.2857142857142856, 4.142857142857143, 4.571428571428571, 4.714285714285714, 5.428571428571429, 5.714285714285714, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.142857142857143, 7.428571428571429, 8.0, 8.285714285714286, 8.571428571428571, 9.857142857142858, 10.0, 10.285714285714286, 10.714285714285714, 11.142857142857142, 11.285714285714286, 11.714285714285714, 11.857142857142858, 12.0, 12.0, 12.714285714285714, 13.428571428571429, 13.714285714285714, 13.714285714285714, 13.857142857142858, 14.0, 14.285714285714286, 14.857142857142858, 15.571428571428571, 15.714285714285714, 16.142857142857142, 17.142857142857142, 17.285714285714285, 17.571428571428573, 18.142857142857142, 19.285714285714285, 19.428571428571427, 19.714285714285715, 19.714285714285715, 20.142857142857142, 21.142857142857142, 21.285714285714285, 23.0, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 1.8571428571428572, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 1.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 1.0, 0.14285714285714285, 1.7142857142857142, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 3, 9, 16, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Arts Crafts and Sewing", "Office Products", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews primarily consists of reviews for books, which are submitted consistently throughout the timeline, particularly in the initial weeks. There are notable clusters of book reviews occurring in the early part of the sequence, with a gradual introduction of reviews for the Kindle Store starting around week 7. As the timeline progresses, reviews for the Kindle Store become more frequent, particularly between weeks 12 and 24, indicating a shift in focus. Additionally, there are brief mentions of reviews in other categories, such as Arts Crafts and Sewing and Office Products, which appear later in the sequence. Overall, the trend shows a predominant focus on books early on, with an increasing presence of Kindle Store reviews in the latter part." }, { "dim_process": 18, "seq_idx": 1647, "seq_len": 93, "time_since_start": [ 0.0, 0.5714285714285714, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.571428571428571, 5.571428571428571, 5.857142857142857, 6.0, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.0, 9.0, 9.142857142857142, 9.285714285714286, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.285714285714286, 10.428571428571429, 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10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews for books, which dominate the timeline and occur consistently throughout the entire period. Reviews for the Kindle Store appear intermittently, with notable clusters occurring around the 5.57-week mark and again at 14.71 weeks. The transition to including Kindle Store reviews appears to happen gradually, with the first instances occurring after several weeks of exclusively reviewing books. Overall, the pattern shows a strong emphasis on book reviews, with Kindle Store reviews being a secondary focus that emerges later in the sequence." }, { "dim_process": 18, "seq_idx": 1648, "seq_len": 45, "time_since_start": [ 0.0, 0.2857142857142857, 1.7142857142857142, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.4285714285714284, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.857142857142857, 6.428571428571429, 6.571428571428571, 7.571428571428571, 9.0, 9.285714285714286, 9.857142857142858, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.428571428571429, 11.571428571428571, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.0, 13.428571428571429, 14.0, 14.857142857142858, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.142857142857142, 17.428571428571427, 18.142857142857142, 18.857142857142858, 19.857142857142858, 20.0, 20.571428571428573, 20.714285714285715, 22.142857142857142, 22.571428571428573, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 1.4285714285714286, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.5714285714285714, 0.14285714285714285, 1.0, 1.4285714285714286, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.7142857142857143, 0.7142857142857143, 1.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted over time. Most reviews occur in the early weeks, with a noticeable clustering of reviews around the 0 to 10-week mark. Reviews for the \"Kindle Store\" category appear less frequently, primarily emerging after the 12-week mark, indicating a later interest in that category compared to books. Overall, the review activity demonstrates a sustained engagement with books, punctuated by occasional reviews of the Kindle Store." }, { "dim_process": 18, "seq_idx": 1649, "seq_len": 48, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.2857142857142858, 1.8571428571428572, 2.0, 2.142857142857143, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 4.428571428571429, 6.142857142857143, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.142857142857142, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.0, 10.285714285714286, 10.857142857142858, 11.428571428571429, 12.0, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.142857142857142, 13.428571428571429, 14.142857142857142, 14.142857142857142, 14.285714285714286, 14.857142857142858, 15.428571428571429, 15.571428571428571, 16.142857142857142, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.428571428571427, 18.428571428571427, 19.142857142857142, 20.714285714285715, 22.142857142857142, 22.571428571428573, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.7142857142857142, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.0, 0.7142857142857143, 1.5714285714285714, 1.4285714285714286, 0.42857142857142855, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews for books, with a consistent pattern of submissions occurring over time. The reviews start at week zero and continue to be submitted regularly, with a notable cluster of reviews occurring in the first 15 weeks. After this initial period, there is a slight increase in the interval between reviews, but submissions remain frequent, with a few reviews for the Kindle Store appearing around week 14. Overall, the trend shows a sustained interest in books throughout the entire timeline, with no significant shifts in the types of products reviewed." }, { "dim_process": 18, "seq_idx": 1650, "seq_len": 46, "time_since_start": [ 0.0, 1.0, 2.142857142857143, 2.5714285714285716, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 5.571428571428571, 5.714285714285714, 6.142857142857143, 7.0, 8.142857142857142, 8.571428571428571, 10.857142857142858, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.285714285714286, 12.428571428571429, 13.714285714285714, 14.0, 14.428571428571429, 14.571428571428571, 15.714285714285714, 16.142857142857142, 16.142857142857142, 16.285714285714285, 17.0, 17.142857142857142, 17.428571428571427, 18.0, 18.142857142857142, 18.428571428571427, 18.714285714285715, 19.0, 20.428571428571427, 20.857142857142858, 21.428571428571427, 23.285714285714285, 24.142857142857142, 24.857142857142858, 25.142857142857142 ], "time_since_last_event": [ 0.0, 1.0, 1.1428571428571428, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 0.42857142857142855, 2.2857142857142856, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 0.42857142857142855, 0.5714285714285714, 1.8571428571428572, 0.8571428571428571, 0.7142857142857143, 0.2857142857142857 ], "type_event": [ 10, 10, 16, 16, 10, 10, 10, 10, 1, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 16, 10, 10, 4, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Electronics", "Books", "Books" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with several reviews submitted in the initial weeks. After a few weeks, there is a brief introduction of reviews for the \"Kindle Store,\" which occurs intermittently alongside the predominant \"Books\" reviews. As time progresses, reviews continue to cluster around \"Books,\" with occasional entries for \"Kindle Store\" and a single review for \"Electronics\" appearing later in the sequence. Overall, the trend shows a strong preference for \"Books,\" particularly in the early to mid-periods, with \"Kindle Store\" reviews appearing primarily in the middle and later weeks." }, { "dim_process": 18, "seq_idx": 1651, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.0, 1.5714285714285714, 2.5714285714285716, 3.142857142857143, 5.571428571428571, 6.285714285714286, 7.142857142857143, 8.571428571428571, 8.714285714285714, 9.285714285714286, 9.714285714285714, 9.714285714285714, 10.142857142857142, 12.714285714285714, 12.714285714285714, 13.571428571428571, 14.285714285714286, 14.714285714285714, 14.714285714285714, 15.428571428571429, 15.428571428571429, 16.142857142857142, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.857142857142858, 17.857142857142858, 18.142857142857142, 22.714285714285715, 23.0, 23.142857142857142, 23.142857142857142, 24.571428571428573, 24.857142857142858, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 1.5714285714285714, 1.0, 0.5714285714285714, 2.4285714285714284, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.0, 0.42857142857142855, 2.5714285714285716, 0.0, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.0, 0.7142857142857143, 0.0, 0.7142857142857143, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.0, 0.2857142857142857, 4.571428571428571, 0.2857142857142857, 0.14285714285714285, 0.0, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857 ], "type_event": [ 15, 0, 12, 12, 12, 11, 12, 15, 15, 12, 12, 4, 4, 9, 5, 12, 15, 4, 15, 12, 1, 6, 1, 6, 6, 5, 12, 2, 11, 13, 4, 1, 11, 13, 5, 12, 1, 6, 1, 13, 15, 15 ], "type_text": [ "Clothing Shoes and Jewelry", "Other", "Sports and Outdoors", "Sports and Outdoors", "Sports and Outdoors", "Home and Kitchen", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Sports and Outdoors", "Electronics", "Electronics", "Office Products", "Automotive", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Electronics", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Tools and Home Improvement", "Industrial and Scientific", "Tools and Home Improvement", "Industrial and Scientific", "Industrial and Scientific", "Automotive", "Sports and Outdoors", "Pet Supplies", "Home and Kitchen", "Patio Lawn and Garden", "Electronics", "Tools and Home Improvement", "Home and Kitchen", "Patio Lawn and Garden", "Automotive", "Sports and Outdoors", "Tools and Home Improvement", "Industrial and Scientific", "Tools and Home Improvement", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews begins with a cluster of reviews in the categories of Clothing Shoes and Jewelry, Other, and Sports and Outdoors, all submitted within the first week. Over time, there is a notable increase in Sports and Outdoors reviews, particularly between the first and second weeks, followed by a gradual introduction of other categories such as Electronics and Automotive around the ninth week. A significant concentration of reviews occurs around the sixteenth week, with multiple categories being represented, including Industrial and Scientific, Tools and Home Improvement, and Sports and Outdoors. The review activity continues with various categories being revisited, particularly Clothing Shoes and Jewelry and Tools and Home Improvement, leading up to the twenty-fifth week." }, { "dim_process": 18, "seq_idx": 1652, "seq_len": 43, "time_since_start": [ 0.0, 3.0, 3.0, 3.2857142857142856, 5.714285714285714, 6.0, 6.0, 6.0, 6.142857142857143, 6.142857142857143, 7.0, 7.285714285714286, 7.571428571428571, 9.142857142857142, 9.142857142857142, 9.142857142857142, 10.0, 10.571428571428571, 10.571428571428571, 10.714285714285714, 11.571428571428571, 11.571428571428571, 11.714285714285714, 11.857142857142858, 11.857142857142858, 11.857142857142858, 11.857142857142858, 12.142857142857142, 12.714285714285714, 12.714285714285714, 12.857142857142858, 14.285714285714286, 14.285714285714286, 14.428571428571429, 15.571428571428571, 15.571428571428571, 15.571428571428571, 15.571428571428571, 18.714285714285715, 19.571428571428573, 19.571428571428573, 24.285714285714285, 24.714285714285715 ], "time_since_last_event": [ 0.0, 3.0, 0.0, 0.2857142857142857, 2.4285714285714284, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.0, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 1.5714285714285714, 0.0, 0.0, 0.8571428571428571, 0.5714285714285714, 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 1.4285714285714286, 0.0, 0.14285714285714285, 1.1428571428571428, 0.0, 0.0, 0.0, 3.142857142857143, 0.8571428571428571, 0.0, 4.714285714285714, 0.42857142857142855 ], "type_event": [ 5, 4, 5, 5, 5, 5, 12, 17, 15, 4, 5, 5, 5, 4, 1, 5, 5, 5, 4, 4, 5, 4, 5, 12, 17, 1, 5, 5, 5, 12, 4, 5, 4, 6, 17, 1, 5, 4, 5, 4, 5, 5, 5 ], "type_text": [ "Automotive", "Electronics", "Automotive", "Automotive", "Automotive", "Automotive", "Sports and Outdoors", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Electronics", "Automotive", "Automotive", "Automotive", "Electronics", "Tools and Home Improvement", "Automotive", "Automotive", "Automotive", "Electronics", "Electronics", "Automotive", "Electronics", "Automotive", "Sports and Outdoors", "Cell Phones and Accessories", "Tools and Home Improvement", "Automotive", "Automotive", "Automotive", "Sports and Outdoors", "Electronics", "Automotive", "Electronics", "Industrial and Scientific", "Cell Phones and Accessories", "Tools and Home Improvement", "Automotive", "Electronics", "Automotive", "Electronics", "Automotive", "Automotive", "Automotive" ], "description": "The sequence of product reviews shows a predominant focus on the Automotive category, with multiple reviews submitted throughout the timeline, particularly clustered in the early weeks and continuing consistently until later weeks. Electronics also feature prominently, with reviews appearing at various intervals, often in proximity to Automotive reviews. Other categories such as Sports and Outdoors, Cell Phones and Accessories, Tools and Home Improvement, and Industrial and Scientific appear less frequently and are generally spaced out among the more dominant categories. Overall, there is a clear trend of the user reviewing Automotive products more frequently than other categories, with a gradual introduction of Electronics and occasional reviews in other categories." }, { "dim_process": 18, "seq_idx": 1653, "seq_len": 85, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.4285714285714284, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.428571428571429, 4.428571428571429, 5.0, 5.285714285714286, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 7.142857142857143, 7.285714285714286, 8.142857142857142, 8.142857142857142, 8.142857142857142, 8.142857142857142, 8.285714285714286, 8.857142857142858, 9.428571428571429, 9.571428571428571, 10.0, 10.142857142857142, 10.428571428571429, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.714285714285714, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.0, 13.0, 13.142857142857142, 13.285714285714286, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 15.0, 15.285714285714286, 15.714285714285714, 15.857142857142858, 15.857142857142858, 16.0, 16.428571428571427, 16.428571428571427, 17.142857142857142, 17.285714285714285, 17.714285714285715, 18.142857142857142, 18.285714285714285, 18.428571428571427, 19.142857142857142, 19.571428571428573, 20.285714285714285, 21.714285714285715, 22.428571428571427, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 0.0, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 1.4285714285714286, 0.7142857142857143, 2.5714285714285716 ], "type_event": [ 10, 10, 16, 16, 10, 10, 16, 16, 10, 10, 16, 16, 10, 10, 10, 15, 10, 10, 16, 10, 10, 16, 14, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 15, 11, 2, 10, 10, 16, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 16, 16, 16, 10, 16, 10, 16, 16, 10, 16, 10, 16, 16, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 16, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Movies and TV", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Pet Supplies", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily engaging with the \"Books\" and \"Kindle Store\" categories throughout the timeline. Initial reviews are heavily clustered in the \"Books\" category, with a gradual introduction of \"Kindle Store\" reviews shortly after. As time progresses, there are occasional reviews in other categories, such as \"Clothing Shoes and Jewelry\" and \"Home and Kitchen,\" but these are infrequent compared to the dominant focus on \"Books\" and \"Kindle Store.\" The frequency of reviews in the \"Books\" category tends to increase, especially in the later weeks, while \"Kindle Store\" reviews also remain prevalent, indicating a sustained interest in these categories over time." }, { "dim_process": 18, "seq_idx": 1654, "seq_len": 47, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.2857142857142856, 2.7142857142857144, 3.0, 3.857142857142857, 4.142857142857143, 4.571428571428571, 4.714285714285714, 5.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.0, 7.0, 7.142857142857143, 8.0, 8.428571428571429, 8.857142857142858, 9.571428571428571, 10.285714285714286, 10.571428571428571, 11.142857142857142, 11.714285714285714, 11.857142857142858, 12.0, 13.0, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.857142857142858, 15.571428571428571, 15.714285714285714, 16.0, 16.142857142857142, 17.142857142857142, 17.285714285714285, 17.857142857142858, 18.714285714285715, 19.428571428571427, 21.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.7142857142857143, 2.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 2, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. As time progresses, there are occasional reviews in the \"Kindle Store,\" but the majority of reviews remain concentrated in the \"Books\" category throughout the timeline. Notably, there is a brief introduction of reviews in \"Pet Supplies\" around the eighth week, but this is followed by a return to \"Books.\" The frequency of reviews in \"Books\" appears to maintain a steady pattern, with clusters of reviews occurring primarily in the earlier weeks and continuing consistently into later weeks." }, { "dim_process": 18, "seq_idx": 1655, "seq_len": 42, "time_since_start": [ 0.0, 1.4285714285714286, 2.4285714285714284, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 4.428571428571429, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 6.142857142857143, 6.428571428571429, 6.571428571428571, 9.142857142857142, 9.714285714285714, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.428571428571429, 11.714285714285714, 12.0, 12.142857142857142, 12.285714285714286, 12.714285714285714, 14.0, 14.0, 14.142857142857142, 14.285714285714286, 14.857142857142858, 16.142857142857142, 16.285714285714285 ], "time_since_last_event": [ 0.0, 1.4285714285714286, 1.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 2.5714285714285716, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the early weeks. Reviews for the \"Kindle Store\" category begin to appear around the third week and increase in frequency, especially after the 11th week. There is a notable clustering of \"Books\" reviews in the initial weeks, with a gradual introduction of \"Kindle Store\" reviews that become more frequent in the later weeks, indicating a shift in the user's review activity over time. Overall, the pattern reveals a sustained interest in \"Books\" with a growing engagement with the \"Kindle Store\" as time progresses." }, { "dim_process": 18, "seq_idx": 1656, "seq_len": 57, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 2.0, 2.2857142857142856, 2.7142857142857144, 3.142857142857143, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 4.714285714285714, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.571428571428571, 9.0, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.285714285714286, 10.714285714285714, 11.0, 11.571428571428571, 11.714285714285714, 12.0, 12.428571428571429, 13.142857142857142, 13.428571428571429, 14.571428571428571, 15.571428571428571, 15.571428571428571, 16.285714285714285, 16.571428571428573, 16.857142857142858, 17.571428571428573, 18.0, 18.285714285714285, 18.428571428571427, 18.571428571428573, 18.857142857142858, 19.142857142857142, 19.571428571428573, 19.714285714285715, 19.857142857142858, 20.571428571428573, 20.714285714285715, 22.0, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 1.1428571428571428, 1.0, 0.0, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 1.2857142857142858, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of entries categorized as \"Books,\" with a few reviews for the \"Kindle Store\" occurring later in the timeline. The reviews are submitted consistently over time, with a noticeable concentration of entries in the earlier weeks, particularly within the first 20 weeks. There is a gradual decline in the frequency of reviews as time progresses, but the \"Books\" category remains the primary focus throughout the entire sequence, with the \"Kindle Store\" review appearing only once among the numerous \"Books\" entries." }, { "dim_process": 18, "seq_idx": 1657, "seq_len": 46, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.4285714285714284, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.142857142857143, 5.428571428571429, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.571428571428571, 6.714285714285714, 7.428571428571429, 8.142857142857142, 8.571428571428571, 8.857142857142858, 8.857142857142858, 8.857142857142858, 9.285714285714286, 9.571428571428571, 10.0, 10.142857142857142, 10.285714285714286, 10.857142857142858, 11.428571428571429, 12.571428571428571, 12.714285714285714, 13.285714285714286, 13.714285714285714, 13.857142857142858, 14.285714285714286, 14.571428571428571, 15.142857142857142, 15.714285714285714, 16.142857142857142, 17.285714285714285, 21.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 1.1428571428571428, 4.285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 1, 6, 10, 10, 10, 10, 10, 10, 10, 9, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Industrial and Scientific", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over a prolonged period. Most reviews occur in the early weeks, with a notable cluster of activity in the first 16 weeks. Other categories, such as \"Tools and Home Improvement,\" \"Industrial and Scientific,\" \"Office Products,\" and \"Grocery and Gourmet Food,\" appear sporadically, primarily around the 5 to 9-week mark, while the majority of the reviews remain concentrated on books throughout the timeline. The review activity gradually tapers off after the initial surge, with fewer reviews submitted in the later weeks." }, { "dim_process": 18, "seq_idx": 1658, "seq_len": 64, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 1.7142857142857142, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.0, 3.2857142857142856, 3.2857142857142856, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.285714285714286, 5.285714285714286, 5.428571428571429, 6.0, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.428571428571429, 8.142857142857142, 8.285714285714286, 9.142857142857142, 10.0, 10.428571428571429, 10.571428571428571, 11.142857142857142, 11.428571428571429, 12.714285714285714, 13.0, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.571428571428571, 15.0, 15.142857142857142, 15.857142857142858, 16.0, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.714285714285715, 18.142857142857142, 18.428571428571427, 18.857142857142858, 19.142857142857142, 20.142857142857142, 21.142857142857142, 21.428571428571427, 21.714285714285715, 22.0, 22.571428571428573, 24.714285714285715, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.0, 1.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 2.142857142857143, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with nearly all reviews falling within this category throughout the timeline. The user begins with a few reviews in the \"Kindle Store\" category early in the sequence but quickly returns to reviewing books exclusively. The reviews are clustered closely together, particularly in the first few weeks, with a noticeable consistency in the frequency of reviews over time. There are periods of increased activity, especially in the early weeks, followed by sustained reviewing behavior that continues without significant breaks." }, { "dim_process": 18, "seq_idx": 1659, "seq_len": 83, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 1.7142857142857142, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.714285714285714, 5.857142857142857, 6.0, 6.0, 6.142857142857143, 6.571428571428571, 6.571428571428571, 7.0, 7.142857142857143, 7.285714285714286, 8.142857142857142, 8.285714285714286, 8.714285714285714, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.714285714285714, 11.0, 11.142857142857142, 11.714285714285714, 12.0, 12.142857142857142, 12.428571428571429, 13.0, 13.142857142857142, 13.285714285714286, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.285714285714286, 15.714285714285714, 16.142857142857142, 16.428571428571427, 16.428571428571427, 16.714285714285715, 17.0, 17.0, 17.142857142857142, 17.285714285714285, 17.571428571428573, 18.0, 18.0, 18.428571428571427, 19.0, 19.142857142857142, 19.285714285714285, 20.0, 20.142857142857142, 20.285714285714285, 21.142857142857142, 22.142857142857142, 22.428571428571427, 22.571428571428573, 22.714285714285715, 22.714285714285715, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which is consistently reviewed throughout the entire timeline, especially in the early weeks. The reviews for the \"Kindle Store\" category begin to appear around the 6-week mark and continue to occur intermittently alongside the \"Books\" reviews. Notably, there is a clustering of \"Kindle Store\" reviews around the 16 to 23-week period, while the frequency of \"Books\" reviews remains high throughout the entire sequence. Overall, the user shows a strong preference for reviewing books, with occasional reviews for the Kindle Store interspersed." }, { "dim_process": 18, "seq_idx": 1660, "seq_len": 73, "time_since_start": [ 0.0, 1.0, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.142857142857143, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 3.4285714285714284, 3.7142857142857144, 4.142857142857143, 5.0, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 9.428571428571429, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.714285714285714, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.0, 15.285714285714286, 17.142857142857142, 17.428571428571427, 17.428571428571427, 17.714285714285715, 18.857142857142858, 19.0, 19.142857142857142, 19.285714285714285, 19.571428571428573, 19.857142857142858, 20.142857142857142, 21.428571428571427, 21.571428571428573, 21.857142857142858, 22.0, 22.285714285714285, 23.0, 23.285714285714285, 23.285714285714285, 23.428571428571427, 24.0, 24.285714285714285, 24.428571428571427, 24.571428571428573, 24.857142857142858, 25.0 ], "time_since_last_event": [ 0.0, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.8571428571428572, 0.2857142857142857, 0.0, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285 ], "type_event": [ 16, 16, 10, 16, 10, 16, 10, 10, 10, 16, 16, 10, 16, 10, 16, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 4, 10, 16, 16, 16, 10, 10, 16, 16, 16, 10, 10, 10, 16, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Electronics", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of reviews primarily focused on \"Books\" with several clusters of reviews for \"Kindle Store.\" Initially, reviews for \"Kindle Store\" appear more frequently in the first few weeks, but as time progresses, the frequency of \"Books\" reviews increases significantly, particularly between weeks 5 and 15. \"Kindle Store\" reviews tend to occur at regular intervals, often interspersed with \"Books\" reviews, especially in the later weeks. Additionally, there is a brief inclusion of an \"Electronics\" review, but it is surrounded by a predominance of \"Books\" reviews, indicating a strong focus on that category throughout the sequence." }, { "dim_process": 18, "seq_idx": 1661, "seq_len": 63, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 2.857142857142857, 2.857142857142857, 3.2857142857142856, 3.857142857142857, 4.428571428571429, 6.285714285714286, 6.285714285714286, 6.428571428571429, 7.571428571428571, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.571428571428571, 9.0, 9.571428571428571, 9.571428571428571, 9.857142857142858, 10.428571428571429, 11.142857142857142, 11.428571428571429, 12.571428571428571, 12.714285714285714, 13.571428571428571, 14.714285714285714, 15.142857142857142, 15.857142857142858, 16.142857142857142, 16.142857142857142, 16.714285714285715, 16.857142857142858, 16.857142857142858, 17.428571428571427, 17.571428571428573, 17.857142857142858, 17.857142857142858, 18.0, 18.142857142857142, 18.285714285714285, 18.428571428571427, 18.857142857142858, 19.285714285714285, 19.428571428571427, 19.857142857142858, 19.857142857142858, 19.857142857142858, 20.0, 20.0, 20.571428571428573, 20.714285714285715, 20.857142857142858, 20.857142857142858, 22.142857142857142, 22.571428571428573, 22.857142857142858, 23.142857142857142, 23.142857142857142, 23.714285714285715, 24.0, 24.142857142857142, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 2.5714285714285716, 0.0, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 1.8571428571428572, 0.0, 0.14285714285714285, 1.1428571428571428, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.0, 0.5714285714285714, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855 ], "type_event": [ 11, 2, 1, 15, 11, 11, 11, 15, 11, 9, 17, 1, 5, 5, 2, 11, 15, 5, 0, 11, 15, 15, 5, 4, 9, 0, 4, 15, 15, 13, 1, 15, 15, 5, 15, 15, 15, 11, 2, 5, 1, 1, 12, 1, 11, 6, 11, 4, 4, 11, 11, 11, 13, 11, 15, 0, 11, 6, 11, 2, 11, 6, 11 ], "type_text": [ "Home and Kitchen", "Pet Supplies", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Home and Kitchen", "Office Products", "Cell Phones and Accessories", "Tools and Home Improvement", "Automotive", "Automotive", "Pet Supplies", "Home and Kitchen", "Clothing Shoes and Jewelry", "Automotive", "Other", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Automotive", "Electronics", "Office Products", "Other", "Electronics", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Automotive", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Pet Supplies", "Automotive", "Tools and Home Improvement", "Tools and Home Improvement", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen", "Industrial and Scientific", "Home and Kitchen", "Electronics", "Electronics", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Patio Lawn and Garden", "Home and Kitchen", "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Industrial and Scientific", "Home and Kitchen", "Pet Supplies", "Home and Kitchen", "Industrial and Scientific", "Home and Kitchen" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed over time, with a notable clustering of reviews in the Home and Kitchen and Clothing Shoes and Jewelry categories. Initially, reviews are submitted across various categories, but as time progresses, there is a significant increase in reviews for Clothing Shoes and Jewelry, particularly between weeks 9 and 18. Additionally, the Home and Kitchen category maintains a consistent presence throughout the timeline, with multiple reviews appearing at various intervals. Other categories, such as Automotive and Tools and Home Improvement, also show periodic activity, but less consistently than the dominant categories." }, { "dim_process": 18, "seq_idx": 1662, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.2857142857142856, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 4.0, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.714285714285714, 6.285714285714286, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.0, 8.142857142857142, 9.142857142857142, 9.285714285714286, 9.428571428571429, 10.0, 10.285714285714286, 10.428571428571429, 10.714285714285714, 11.428571428571429, 12.0, 12.142857142857142, 13.0, 15.571428571428571, 15.714285714285714, 16.285714285714285, 16.571428571428573, 17.0, 17.428571428571427, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 2.5714285714285716, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 6.428571428571429 ], "type_event": [ 10, 10, 16, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, which is predominant in the early weeks. As time progresses, there are several entries in the \"Kindle Store\" category, primarily occurring between weeks 1 and 5. After this initial mix, the reviews shift back to a strong emphasis on \"Books,\" with minimal interruptions from \"Kindle Store\" entries. The majority of reviews cluster around the \"Books\" category, especially in the later weeks, indicating a sustained interest in this category throughout the timeline." }, { "dim_process": 18, "seq_idx": 1663, "seq_len": 64, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 2.2857142857142856, 2.4285714285714284, 3.0, 3.2857142857142856, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 6.142857142857143, 6.571428571428571, 7.428571428571429, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.285714285714286, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.0, 10.428571428571429, 10.857142857142858, 11.0, 11.142857142857142, 12.0, 12.285714285714286, 12.857142857142858, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.571428571428571, 15.0, 15.285714285714286, 16.142857142857142, 16.285714285714285, 16.714285714285715, 17.0, 17.285714285714285, 17.714285714285715, 17.857142857142858, 18.285714285714285, 19.0, 19.142857142857142, 21.142857142857142, 21.428571428571427, 21.857142857142858, 23.571428571428573, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.0, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 2.0, 0.2857142857142857, 0.42857142857142855, 1.7142857142857142, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted in close succession over a span of weeks. The reviews begin at week zero and continue steadily, with a noticeable increase in frequency during the initial weeks. As time progresses, there is a slight clustering of reviews around certain weeks, particularly between weeks 5 and 10, before tapering off slightly. Towards the end of the sequence, a review is submitted in the \"Kindle Store\" category, indicating a shift in focus. Overall, the trend indicates a sustained interest in books, with a single deviation into a different category occurring later in the timeline." }, { "dim_process": 18, "seq_idx": 1664, "seq_len": 66, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.0, 2.142857142857143, 2.2857142857142856, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.714285714285714, 5.0, 5.285714285714286, 5.428571428571429, 6.0, 6.142857142857143, 6.285714285714286, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.285714285714286, 10.857142857142858, 11.0, 11.142857142857142, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.285714285714286, 12.428571428571429, 12.714285714285714, 12.857142857142858, 12.857142857142858, 13.0, 13.857142857142858, 14.285714285714286, 14.428571428571429, 14.714285714285714, 14.857142857142858, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.0, 17.285714285714285, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.285714285714285, 18.428571428571427, 18.857142857142858, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 2.4285714285714284, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 6.714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a consistent pattern of submissions primarily occurring in the early weeks. The reviews for \"Books\" cluster densely in the initial weeks, with a notable increase in frequency up to around the 18-week mark. The \"Kindle Store\" reviews appear less frequently and are interspersed among the \"Books\" reviews, mainly emerging in the later stages of the timeline. Overall, the trend indicates a sustained interest in \"Books\" throughout the entire period, with brief interludes for \"Kindle Store\" reviews." }, { "dim_process": 18, "seq_idx": 1665, "seq_len": 59, "time_since_start": [ 0.0, 0.42857142857142855, 1.0, 1.5714285714285714, 1.7142857142857142, 1.7142857142857142, 2.4285714285714284, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.285714285714286, 6.428571428571429, 6.571428571428571, 7.142857142857143, 7.285714285714286, 7.428571428571429, 8.142857142857142, 8.285714285714286, 8.714285714285714, 8.714285714285714, 9.142857142857142, 9.857142857142858, 10.285714285714286, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.0, 12.285714285714286, 12.571428571428571, 13.142857142857142, 13.285714285714286, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.285714285714286, 16.142857142857142, 16.285714285714285, 16.428571428571427, 17.0, 17.285714285714285, 17.428571428571427, 18.428571428571427, 18.714285714285715, 20.428571428571427, 21.285714285714285, 21.428571428571427, 22.285714285714285, 23.428571428571427, 24.285714285714285, 24.571428571428573, 25.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.0, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.0, 0.2857142857142857, 1.7142857142857142, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a few instances of reviews in the \"Kindle Store.\" The majority of reviews are clustered within the first 25 weeks, with a notable concentration occurring in the early weeks, particularly between weeks 0 and 18. After week 18, the frequency of reviews remains steady but less frequent, indicating a gradual decline in review submissions over time. The \"Kindle Store\" reviews appear early in the sequence, suggesting a brief diversification before returning to a predominant focus on books." }, { "dim_process": 18, "seq_idx": 1666, "seq_len": 55, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 1.1428571428571428, 1.1428571428571428, 2.4285714285714284, 4.428571428571429, 4.857142857142857, 5.0, 5.0, 5.285714285714286, 6.428571428571429, 6.714285714285714, 6.714285714285714, 6.714285714285714, 7.142857142857143, 7.714285714285714, 8.428571428571429, 9.285714285714286, 10.428571428571429, 10.857142857142858, 11.142857142857142, 11.142857142857142, 12.285714285714286, 12.285714285714286, 13.0, 13.0, 14.571428571428571, 14.571428571428571, 14.571428571428571, 14.571428571428571, 15.142857142857142, 15.142857142857142, 15.714285714285714, 16.0, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.428571428571427, 17.571428571428573, 17.714285714285715, 19.0, 19.0, 19.0, 19.0, 21.857142857142858, 21.857142857142858, 21.857142857142858, 24.428571428571427, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 0.14285714285714285, 0.0, 0.2857142857142857, 0.0, 1.2857142857142858, 2.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.0, 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.0, 1.1428571428571428, 0.0, 0.7142857142857143, 0.0, 1.5714285714285714, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.0, 0.0, 0.0, 2.857142857142857, 0.0, 0.0, 2.5714285714285716, 0.0 ], "type_event": [ 1, 11, 10, 8, 2, 7, 8, 3, 16, 10, 10, 11, 12, 10, 10, 10, 14, 11, 10, 10, 10, 10, 10, 10, 10, 8, 3, 5, 10, 10, 11, 2, 12, 7, 10, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 11, 6, 7, 16, 14, 0, 0, 2, 14 ], "type_text": [ "Tools and Home Improvement", "Home and Kitchen", "Books", "Toys and Games", "Pet Supplies", "Grocery and Gourmet Food", "Toys and Games", "Arts Crafts and Sewing", "Kindle Store", "Books", "Books", "Home and Kitchen", "Sports and Outdoors", "Books", "Books", "Books", "Movies and TV", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Arts Crafts and Sewing", "Automotive", "Books", "Books", "Home and Kitchen", "Pet Supplies", "Sports and Outdoors", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Home and Kitchen", "Industrial and Scientific", "Grocery and Gourmet Food", "Kindle Store", "Movies and TV", "Other", "Other", "Pet Supplies", "Movies and TV" ], "description": "The sequence of product reviews begins with a diverse range of categories, including Tools and Home Improvement, Home and Kitchen, and Toys and Games, all submitted in the initial week. As time progresses, there is a notable increase in reviews for the Books category, which peaks around the 10 to 18-week mark, indicating a strong focus on this category during that period. Other categories, such as Grocery and Gourmet Food and Home and Kitchen, also see multiple entries but tend to cluster slightly later in the timeline. Towards the end of the sequence, there is a resurgence in reviews for Movies and TV, along with a return to Pet Supplies, suggesting a shift in focus after a prolonged emphasis on Books." }, { "dim_process": 18, "seq_idx": 1667, "seq_len": 66, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.4285714285714286, 1.8571428571428572, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.285714285714286, 5.0, 6.0, 6.428571428571429, 6.714285714285714, 7.0, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.714285714285714, 9.857142857142858, 10.0, 10.428571428571429, 10.714285714285714, 11.0, 11.285714285714286, 11.428571428571429, 11.714285714285714, 12.857142857142858, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.0, 14.285714285714286, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.0, 15.285714285714286, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.285714285714285, 18.0, 18.142857142857142, 18.428571428571427, 19.0, 19.571428571428573, 23.428571428571427, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 3.857142857142857, 2.2857142857142856 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 9, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a review in the Kindle Store, followed by a significant cluster of reviews focused primarily on Books, which dominate the early timeline. This trend continues with a consistent frequency of Book reviews occurring over several weeks, showing a strong preference for this category. Towards the end of the sequence, there is a notable shift with the introduction of a review in the Office Products category, followed by a return to Books, indicating a slight diversification in review topics. Overall, the majority of reviews are concentrated in the Books category, particularly in the initial weeks, with a gradual introduction of other categories later in the timeline." }, { "dim_process": 18, "seq_idx": 1668, "seq_len": 55, "time_since_start": [ 0.0, 0.0, 1.2857142857142858, 1.2857142857142858, 6.428571428571429, 6.428571428571429, 6.428571428571429, 6.571428571428571, 6.571428571428571, 6.571428571428571, 7.571428571428571, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.714285714285714, 7.714285714285714, 8.0, 8.0, 8.142857142857142, 8.142857142857142, 8.142857142857142, 8.428571428571429, 8.428571428571429, 8.428571428571429, 8.428571428571429, 8.428571428571429, 8.428571428571429, 8.428571428571429, 8.428571428571429, 8.714285714285714, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.571428571428571, 9.571428571428571, 9.714285714285714, 10.142857142857142, 10.142857142857142, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.428571428571429, 10.857142857142858, 11.0, 11.285714285714286, 11.285714285714286, 11.285714285714286, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.428571428571429, 18.714285714285715, 18.857142857142858, 20.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 1.2857142857142858, 0.0, 5.142857142857143, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 1.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 6.285714285714286, 0.14285714285714285, 1.7142857142857142 ], "type_event": [ 10, 0, 6, 0, 0, 8, 14, 14, 4, 0, 11, 14, 11, 17, 9, 1, 0, 14, 0, 7, 9, 15, 17, 9, 10, 0, 7, 4, 0, 14, 0, 0, 0, 9, 17, 0, 0, 0, 11, 0, 11, 4, 15, 0, 0, 11, 7, 4, 0, 0, 10, 15, 4, 4, 0 ], "type_text": [ "Books", "Other", "Industrial and Scientific", "Other", "Other", "Toys and Games", "Movies and TV", "Movies and TV", "Electronics", "Other", "Home and Kitchen", "Movies and TV", "Home and Kitchen", "Cell Phones and Accessories", "Office Products", "Tools and Home Improvement", "Other", "Movies and TV", "Other", "Grocery and Gourmet Food", "Office Products", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Office Products", "Books", "Other", "Grocery and Gourmet Food", "Electronics", "Other", "Movies and TV", "Other", "Other", "Other", "Office Products", "Cell Phones and Accessories", "Other", "Other", "Other", "Home and Kitchen", "Other", "Home and Kitchen", "Electronics", "Clothing Shoes and Jewelry", "Other", "Other", "Home and Kitchen", "Grocery and Gourmet Food", "Electronics", "Other", "Other", "Books", "Clothing Shoes and Jewelry", "Electronics", "Electronics", "Other" ], "description": "The sequence of product reviews begins with a focus on Books and Other categories in the initial weeks. As time progresses, there is a notable increase in reviews for Movies and TV, which cluster around weeks 6 to 8. Following this period, reviews for Home and Kitchen and Electronics emerge prominently, particularly between weeks 7 and 11. The latter part of the timeline sees a resurgence of Electronics reviews, indicating a potential shift in focus, while Other reviews remain consistently present throughout the sequence. Overall, there is a trend of diversification in categories over time, with certain types, like Movies and TV, appearing earlier and others, like Electronics, becoming more pronounced later." }, { "dim_process": 18, "seq_idx": 1669, "seq_len": 48, "time_since_start": [ 0.0, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 2.7142857142857144, 3.142857142857143, 3.4285714285714284, 3.857142857142857, 4.285714285714286, 4.857142857142857, 5.142857142857143, 5.285714285714286, 5.571428571428571, 6.0, 6.142857142857143, 6.857142857142857, 7.142857142857143, 8.571428571428571, 9.571428571428571, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.285714285714286, 12.714285714285714, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.571428571428571, 15.857142857142858, 16.428571428571427, 16.857142857142858, 17.0, 17.0, 18.0, 19.0, 21.714285714285715, 21.857142857142858 ], "time_since_last_event": [ 0.0, 1.8571428571428572, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.4285714285714286, 1.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.0, 1.0, 1.0, 2.7142857142857144, 0.14285714285714285 ], "type_event": [ 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted in this category occurring consistently throughout the timeline. The \"Kindle Store\" reviews appear less frequently and are clustered primarily at the beginning, middle, and towards the end of the sequence. Notably, there are multiple reviews for \"Books\" submitted in close succession, particularly in the earlier weeks, while \"Kindle Store\" reviews tend to appear after several weeks of \"Books\" reviews, indicating a pattern where \"Books\" are reviewed more extensively before the user engages with the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 1670, "seq_len": 47, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.0, 1.4285714285714286, 1.7142857142857142, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.142857142857143, 3.7142857142857144, 4.428571428571429, 4.714285714285714, 5.0, 5.571428571428571, 6.0, 6.428571428571429, 6.714285714285714, 7.0, 7.428571428571429, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.714285714285714, 10.142857142857142, 10.428571428571429, 10.857142857142858, 12.571428571428571, 12.857142857142858, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.285714285714286, 14.714285714285714, 15.0, 16.142857142857142, 16.571428571428573, 17.142857142857142, 17.428571428571427, 17.714285714285715, 18.0, 20.285714285714285, 21.571428571428573, 22.714285714285715, 24.285714285714285, 25.428571428571427, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.7142857142857142, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 2.2857142857142856, 1.2857142857142858, 1.1428571428571428, 1.5714285714285714, 1.1428571428571428, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, with a consistent pattern of reviews submitted over time. The reviews begin at week zero and continue steadily for several weeks, with a notable concentration of reviews occurring in the first 18 weeks. The \"Kindle Store\" category appears intermittently, primarily clustered around weeks 13 and 17. After week 18, the frequency of reviews remains lower but continues, with sporadic entries in the \"Kindle Store\" category appearing again at weeks 24 and 16. Overall, the trend shows a strong emphasis on \"Books\" early on, with occasional reviews of \"Kindle Store\" products interspersed throughout." }, { "dim_process": 18, "seq_idx": 1671, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 2.857142857142857, 3.0, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.0, 5.0, 5.142857142857143, 5.142857142857143, 5.285714285714286, 6.714285714285714, 7.714285714285714, 8.285714285714286, 8.714285714285714, 8.714285714285714, 9.0, 9.0, 10.571428571428571, 11.714285714285714, 12.0, 12.285714285714286, 13.428571428571429, 13.714285714285714, 14.142857142857142, 14.714285714285714, 14.857142857142858, 15.428571428571429, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.714285714285715, 18.142857142857142, 18.857142857142858, 19.571428571428573, 20.142857142857142, 21.285714285714285, 22.571428571428573, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 2.4285714285714284, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 1.4285714285714286, 1.0, 0.5714285714285714, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 1.5714285714285714, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 1.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 10, 10, 16, 10, 16, 16, 10, 16, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. As time progresses, reviews for the \"Kindle Store\" category start to appear, particularly around the 3-week mark, indicating a gradual increase in reviews for this category. The \"Books\" reviews continue to dominate throughout the sequence, with a notable clustering of reviews occurring between weeks 5 and 19. Towards the end of the sequence, there is a slight resurgence of \"Kindle Store\" reviews, but they remain less frequent compared to \"Books.\" Overall, the trend shows an early emphasis on \"Books,\" with \"Kindle Store\" reviews becoming more prominent in the middle to later stages." }, { "dim_process": 18, "seq_idx": 1672, "seq_len": 42, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.7142857142857142, 2.0, 2.5714285714285716, 2.857142857142857, 3.857142857142857, 4.0, 4.571428571428571, 5.0, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.714285714285714, 8.142857142857142, 8.714285714285714, 9.0, 9.142857142857142, 10.571428571428571, 10.857142857142858, 11.571428571428571, 14.0, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.857142857142858, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.285714285714285, 17.714285714285715, 18.285714285714285, 18.285714285714285, 18.714285714285715, 18.714285714285715, 19.714285714285715, 20.0 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 1.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 1.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.7142857142857143, 2.4285714285714284, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.0, 0.42857142857142855, 0.0, 1.0, 0.2857142857142857 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 3, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 15, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Arts Crafts and Sewing", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted in this category throughout the timeline. Initial reviews cluster within the first three weeks, predominantly in the \"Books\" category, followed by a slight diversification with reviews for \"Kindle Store\" and \"Arts Crafts and Sewing\" appearing around the sixth week. After a period of sustained reviewing of \"Books,\" there is a notable return to \"Kindle Store\" reviews around the 18-week mark, along with a brief mention of \"Clothing Shoes and Jewelry.\" Overall, the trend indicates a strong preference for books, with occasional reviews in other categories appearing later in the sequence." }, { "dim_process": 18, "seq_idx": 1673, "seq_len": 52, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 5.0, 5.0, 5.0, 5.0, 5.0, 6.0, 6.0, 6.0, 6.0, 9.571428571428571, 9.571428571428571, 9.571428571428571, 9.571428571428571, 9.714285714285714, 9.714285714285714, 9.714285714285714, 11.285714285714286, 11.285714285714286, 11.714285714285714, 11.714285714285714, 11.714285714285714, 11.714285714285714, 15.857142857142858, 15.857142857142858, 15.857142857142858, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 16.285714285714285, 17.285714285714285, 22.142857142857142, 22.142857142857142, 22.142857142857142, 22.142857142857142, 22.142857142857142, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 3.5714285714285716, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 1.5714285714285714, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 4.142857142857143, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 1.0, 4.857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0 ], "type_event": [ 9, 15, 2, 13, 11, 10, 8, 6, 7, 15, 12, 10, 7, 1, 2, 15, 7, 1, 4, 10, 15, 10, 2, 7, 7, 12, 6, 15, 0, 7, 15, 15, 12, 12, 10, 7, 15, 7, 15, 12, 15, 7, 10, 0, 2, 12, 12, 9, 8, 7, 15, 2 ], "type_text": [ "Office Products", "Clothing Shoes and Jewelry", "Pet Supplies", "Patio Lawn and Garden", "Home and Kitchen", "Books", "Toys and Games", "Industrial and Scientific", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Grocery and Gourmet Food", "Tools and Home Improvement", "Pet Supplies", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Tools and Home Improvement", "Electronics", "Books", "Clothing Shoes and Jewelry", "Books", "Pet Supplies", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Sports and Outdoors", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Other", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Sports and Outdoors", "Books", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Books", "Other", "Pet Supplies", "Sports and Outdoors", "Sports and Outdoors", "Office Products", "Toys and Games", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Pet Supplies" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted all at once, primarily in the initial week. After a three-week interval, the reviews start to cluster around specific categories, notably Clothing Shoes and Jewelry and Grocery and Gourmet Food, with multiple reviews appearing in the same week. As time progresses, there is a noticeable pattern of recurring reviews in the same categories, particularly Clothing Shoes and Jewelry and Grocery and Gourmet Food, with later reviews also showing a consistent focus on Sports and Outdoors. The reviews continue to be submitted in clusters, especially around the 11 to 22-week mark, indicating sustained engagement with certain product types over time." }, { "dim_process": 18, "seq_idx": 1674, "seq_len": 42, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 5.0, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.428571428571429, 8.0, 8.0, 9.714285714285714, 11.142857142857142, 11.428571428571429, 11.571428571428571, 12.0, 12.0, 12.0, 12.142857142857142, 12.571428571428571, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.714285714285714, 16.285714285714285, 18.142857142857142, 19.0, 24.285714285714285, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.0, 1.7142857142857142, 1.4285714285714286, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.42857142857142855, 2.142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.8571428571428572, 0.8571428571428571, 5.285714285714286, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 17, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 4, 10, 10, 10, 16, 10, 15, 0, 4, 10, 10, 16, 10, 12, 10, 10, 10, 10, 15, 15, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Cell Phones and Accessories", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Electronics", "Books", "Books", "Books", "Kindle Store", "Books", "Clothing Shoes and Jewelry", "Other", "Electronics", "Books", "Books", "Kindle Store", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Kindle Store" ], "description": "The sequence of product reviews shows a strong emphasis on the \"Books\" category, with multiple reviews occurring in close succession, particularly in the early weeks. Reviews for \"Kindle Store\" appear intermittently but cluster around the 2-3 week and 14-15 week marks. Other categories, such as \"Cell Phones and Accessories,\" \"Electronics,\" and \"Clothing Shoes and Jewelry,\" are reviewed less frequently and are primarily concentrated around specific weeks, indicating a varied interest over time. Overall, the majority of reviews are concentrated in the first half of the timeline, with a gradual decline in frequency as time progresses." }, { "dim_process": 18, "seq_idx": 1675, "seq_len": 65, "time_since_start": [ 0.0, 0.14285714285714285, 1.8571428571428572, 1.8571428571428572, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.857142857142857, 3.7142857142857144, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.571428571428571, 7.571428571428571, 7.714285714285714, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.0, 9.142857142857142, 9.285714285714286, 9.857142857142858, 10.285714285714286, 10.714285714285714, 10.714285714285714, 10.714285714285714, 10.714285714285714, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.714285714285714, 12.857142857142858, 13.142857142857142, 14.428571428571429, 15.714285714285714, 15.857142857142858, 16.571428571428573, 17.0, 18.714285714285715, 18.857142857142858, 19.857142857142858, 20.0, 20.428571428571427, 20.571428571428573, 20.714285714285715, 21.0, 21.142857142857142, 21.714285714285715, 22.0, 22.142857142857142, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.7142857142857142, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.0, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 1.2857142857142858, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 1.7142857142857142, 0.14285714285714285, 1.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143 ], "type_event": [ 10, 10, 17, 10, 17, 0, 11, 9, 15, 4, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 10, 2, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 7, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Cell Phones and Accessories", "Books", "Cell Phones and Accessories", "Other", "Home and Kitchen", "Office Products", "Clothing Shoes and Jewelry", "Electronics", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Pet Supplies", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a clear emphasis on the \"Books\" category, with a significant number of reviews submitted consistently over time, particularly concentrated between the first and twenty-third week. Other categories, such as \"Cell Phones and Accessories,\" \"Home and Kitchen,\" and \"Grocery and Gourmet Food,\" appear sporadically, mainly in the earlier weeks and later weeks. The reviews for \"Books\" dominate the timeline, with several clusters occurring around the second, fourth, and later weeks, indicating a sustained interest in this category throughout the observed period." }, { "dim_process": 18, "seq_idx": 1676, "seq_len": 76, "time_since_start": [ 0.0, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.0, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.0, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.571428571428571, 6.857142857142857, 7.0, 7.285714285714286, 7.714285714285714, 8.0, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.0, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.0, 12.285714285714286, 12.857142857142858, 13.0, 13.571428571428571, 13.714285714285714, 14.0, 14.142857142857142, 14.428571428571429, 15.0, 15.142857142857142, 15.285714285714286, 15.571428571428571, 16.0, 16.285714285714285, 16.428571428571427, 16.714285714285715, 17.142857142857142, 17.714285714285715, 17.857142857142858, 18.0, 18.142857142857142, 18.428571428571427, 18.714285714285715, 18.857142857142858, 19.0, 19.142857142857142, 20.571428571428573, 21.0, 21.428571428571427, 21.714285714285715, 21.857142857142858, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 3.4285714285714284 ], "type_event": [ 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, which dominates the timeline. The initial reviews include a few entries from the \"Kindle Store,\" but these are quickly followed by a significant cluster of \"Books\" reviews that continue to appear regularly over time. The frequency of reviews appears to increase in the early weeks, with a steady pattern of submissions continuing for several weeks, then tapering off towards the end of the timeline. Overall, the majority of reviews are concentrated in the \"Books\" category, with the \"Kindle Store\" reviews occurring early in the sequence." }, { "dim_process": 18, "seq_idx": 1677, "seq_len": 45, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.2857142857142858, 1.4285714285714286, 2.2857142857142856, 3.142857142857143, 3.7142857142857144, 4.142857142857143, 4.285714285714286, 4.714285714285714, 5.428571428571429, 5.714285714285714, 6.285714285714286, 6.714285714285714, 9.428571428571429, 9.714285714285714, 10.857142857142858, 11.428571428571429, 11.857142857142858, 12.142857142857142, 12.142857142857142, 12.857142857142858, 12.857142857142858, 13.142857142857142, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.142857142857142, 14.428571428571429, 14.714285714285714, 15.857142857142858, 16.142857142857142, 16.142857142857142, 16.571428571428573, 17.0, 17.285714285714285, 18.142857142857142, 20.285714285714285, 20.571428571428573, 21.428571428571427, 21.714285714285715, 22.285714285714285, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 2.7142857142857144, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.0, 0.7142857142857143, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.0, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 2.142857142857143, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 1.0 ], "type_event": [ 16, 16, 16, 16, 16, 16, 16, 10, 10, 16, 16, 10, 16, 10, 10, 10, 16, 16, 10, 16, 10, 10, 16, 16, 10, 10, 16, 10, 10, 16, 16, 10, 16, 16, 10, 10, 10, 10, 16, 16, 16, 10, 10, 16, 16 ], "type_text": [ "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the Kindle Store in the early stages, with multiple reviews clustered within the first few weeks. As time progresses, there is a noticeable increase in reviews for Books, particularly around the 3 to 6-week mark and again from the 10 to 17-week range. The reviews for the Kindle Store continue to appear consistently throughout the timeline, particularly in the later weeks, indicating a sustained interest in that category alongside the growing number of Book reviews. Overall, the pattern reveals an initial emphasis on Kindle Store reviews, followed by a gradual shift towards a more balanced distribution of reviews between both categories as time advances." }, { "dim_process": 18, "seq_idx": 1678, "seq_len": 67, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.0, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 3.142857142857143, 3.5714285714285716, 3.857142857142857, 4.0, 4.285714285714286, 4.714285714285714, 5.0, 5.0, 5.142857142857143, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.0, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.857142857142858, 10.0, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.142857142857142, 11.571428571428571, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.285714285714286, 13.714285714285714, 14.142857142857142, 14.285714285714286, 14.857142857142858, 15.428571428571429, 15.714285714285714, 16.0, 16.857142857142858, 17.571428571428573, 18.0, 18.857142857142858, 19.285714285714285, 19.428571428571427, 20.0, 22.0, 22.285714285714285, 22.857142857142858, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 2.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews primarily consists of submissions in the \"Books\" category, which dominate the timeline, especially in the initial weeks. Reviews for \"Kindle Store\" appear infrequently and cluster around specific points, notably at the 1.86-week mark and again between the 7.14 and 23.57-week marks. Overall, there is a consistent trend of book reviews being submitted at a steady pace, with the frequency of reviews remaining high throughout the observed period, while Kindle Store reviews are less frequent and occur later in the timeline." }, { "dim_process": 18, "seq_idx": 1679, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 2.142857142857143, 2.4285714285714284, 3.2857142857142856, 3.5714285714285716, 4.571428571428571, 5.0, 5.285714285714286, 6.0, 6.142857142857143, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.714285714285714, 9.0, 9.714285714285714, 10.0, 10.142857142857142, 11.0, 14.285714285714286, 14.285714285714286, 14.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 18.285714285714285, 18.714285714285715, 18.857142857142858, 20.285714285714285, 20.714285714285715, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 1.0, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 3.2857142857142856, 0.0, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 2.0, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 4.714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 16, 16, 10, 10, 10, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted in this category occurring consistently from the beginning and peaking around the 7-week mark. The \"Kindle Store\" reviews appear less frequently and tend to cluster around specific intervals, notably around the 3-week, 9-week, and 20-week marks. There is a noticeable shift in the review activity, with a more balanced presence of both categories emerging after the 14-week point, indicating a potential change in the user's review behavior over time." }, { "dim_process": 18, "seq_idx": 1680, "seq_len": 63, "time_since_start": [ 0.0, 0.7142857142857143, 2.4285714285714284, 3.0, 3.142857142857143, 3.7142857142857144, 4.428571428571429, 5.428571428571429, 5.571428571428571, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.0, 9.142857142857142, 9.285714285714286, 10.142857142857142, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.142857142857142, 13.714285714285714, 14.142857142857142, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 15.714285714285714, 16.142857142857142, 16.428571428571427, 17.0, 17.142857142857142, 17.285714285714285, 17.714285714285715, 18.285714285714285, 18.428571428571427, 18.714285714285715, 19.0, 20.142857142857142, 20.857142857142858, 24.714285714285715, 25.142857142857142, 25.428571428571427, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 1.7142857142857142, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 1.0, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.7142857142857143, 3.857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews primarily consists of entries in the \"Books\" category, which dominate the early and middle periods of the timeline. A few reviews in the \"Kindle Store\" category appear intermittently, with the first instance occurring around the 3-week mark and additional reviews clustered around the 25-week mark. Overall, the reviews show a consistent pattern of activity focused on books, with the majority submitted in close succession over the initial weeks, followed by a gradual tapering off before the later Kindle Store entries." }, { "dim_process": 18, "seq_idx": 1681, "seq_len": 66, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 2.142857142857143, 2.4285714285714284, 2.857142857142857, 3.0, 3.7142857142857144, 4.0, 4.0, 4.142857142857143, 4.285714285714286, 4.714285714285714, 5.142857142857143, 5.714285714285714, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.428571428571429, 7.857142857142857, 8.0, 8.714285714285714, 9.285714285714286, 9.571428571428571, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.0, 13.142857142857142, 13.571428571428571, 14.285714285714286, 14.428571428571429, 14.714285714285714, 15.142857142857142, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.428571428571427, 16.714285714285715, 17.142857142857142, 17.857142857142858, 18.285714285714285, 18.571428571428573, 18.714285714285715, 19.0, 20.714285714285715, 21.571428571428573, 22.142857142857142, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.8571428571428571, 0.5714285714285714, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with numerous reviews submitted consistently over an extended period. Reviews for \"Books\" dominate the early weeks, with a notable clustering of submissions occurring in the first 20 weeks. The \"Kindle Store\" reviews appear less frequently and are interspersed among the \"Books\" reviews, primarily occurring at specific intervals rather than consistently. Overall, the pattern indicates a sustained engagement with \"Books,\" while \"Kindle Store\" reviews emerge at distinct points, suggesting a secondary interest." }, { "dim_process": 18, "seq_idx": 1682, "seq_len": 59, "time_since_start": [ 0.0, 0.7142857142857143, 2.4285714285714284, 4.285714285714286, 4.428571428571429, 5.142857142857143, 5.142857142857143, 5.428571428571429, 5.428571428571429, 5.714285714285714, 6.0, 6.285714285714286, 6.571428571428571, 6.571428571428571, 7.0, 7.285714285714286, 7.428571428571429, 8.857142857142858, 9.0, 9.0, 9.857142857142858, 10.428571428571429, 10.571428571428571, 10.571428571428571, 10.714285714285714, 11.0, 11.142857142857142, 11.285714285714286, 11.571428571428571, 11.714285714285714, 11.714285714285714, 12.142857142857142, 12.714285714285714, 12.857142857142858, 12.857142857142858, 13.285714285714286, 13.714285714285714, 13.714285714285714, 13.857142857142858, 14.285714285714286, 14.571428571428571, 15.0, 15.285714285714286, 15.428571428571429, 15.714285714285714, 15.714285714285714, 16.857142857142858, 17.285714285714285, 18.0, 18.0, 18.571428571428573, 19.0, 19.142857142857142, 19.714285714285715, 19.857142857142858, 22.0, 23.0, 24.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 1.7142857142857142, 1.8571428571428572, 0.14285714285714285, 0.7142857142857143, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.0, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 1.1428571428571428, 0.42857142857142855, 0.7142857142857143, 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 2.142857142857143, 1.0, 1.0, 1.1428571428571428 ], "type_event": [ 10, 16, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 16, 16, 10, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 16, 16, 10, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a gradual increase in reviews over time. Initially, reviews for \"Kindle Store\" appear sporadically but begin to cluster more frequently around the later weeks. Most reviews are concentrated in the early to mid-weeks, with a noticeable shift towards more \"Kindle Store\" reviews as the sequence progresses, particularly after the 15-week mark. Overall, the trend indicates a sustained interest in \"Books\" while also incorporating an increasing engagement with the \"Kindle Store\" later in the timeline." }, { "dim_process": 18, "seq_idx": 1683, "seq_len": 87, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.0, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.4285714285714284, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 3.0, 3.4285714285714284, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.0, 6.0, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.714285714285714, 7.0, 7.571428571428571, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.0, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.714285714285714, 11.857142857142858, 12.0, 12.857142857142858, 13.0, 13.142857142857142, 13.571428571428571, 14.0, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.285714285714285, 17.285714285714285, 17.571428571428573, 17.571428571428573, 17.714285714285715, 17.857142857142858, 21.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 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0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 3.2857142857142856 ], "type_event": [ 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which appears consistently throughout the timeline, particularly in the early weeks and continuing at a steady pace. The \"Kindle Store\" category is also present, but it occurs less frequently and tends to cluster around specific intervals, often appearing after several \"Books\" reviews. There are notable clusters of reviews for \"Books\" around the 1 to 3-week mark and again from the 6 to 17-week range, indicating sustained engagement with this category over time. Overall, while \"Books\" is the main focus, \"Kindle Store\" reviews punctuate the timeline at various points, suggesting a secondary interest." }, { "dim_process": 18, "seq_idx": 1684, "seq_len": 60, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.142857142857143, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.428571428571429, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.571428571428571, 13.714285714285714, 14.428571428571429, 14.714285714285714, 15.142857142857142, 15.428571428571429, 15.714285714285714, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.428571428571427, 18.428571428571427, 18.714285714285715, 20.571428571428573, 22.0, 22.857142857142858, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 1.8571428571428572, 1.4285714285714286, 0.8571428571428571, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the initial weeks. Over time, there are intermittent reviews for the \"Kindle Store,\" which tend to cluster at specific intervals, particularly around the 1.71-week mark and again at the 11.29-week mark. The reviews for \"Books\" continue to dominate throughout the sequence, with a noticeable increase in frequency as time progresses, while the \"Kindle Store\" reviews appear less frequently but are consistently spaced out. Overall, the pattern shows a consistent preference for \"Books,\" with \"Kindle Store\" reviews emerging at strategic points throughout the timeline." }, { "dim_process": 18, "seq_idx": 1685, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.5714285714285716, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 4.0, 4.0, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.571428571428571, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.285714285714286, 10.571428571428571, 10.857142857142858, 11.142857142857142, 13.714285714285714, 14.571428571428571, 15.0, 16.571428571428573, 17.0, 17.142857142857142, 19.428571428571427, 19.714285714285715, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 2.5714285714285716, 0.8571428571428571, 0.42857142857142855, 1.5714285714285714, 0.42857142857142855, 0.14285714285714285, 2.2857142857142856, 0.2857142857142857, 5.857142857142857 ], "type_event": [ 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 1, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Tools and Home Improvement", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with entries in the Books and Kindle Store categories occurring simultaneously at the start. Over the initial weeks, there is a strong concentration of reviews in the Books category, with a notable increase in frequency during the first five weeks. The Kindle Store reviews appear sporadically, primarily clustered around the beginning, a few weeks later, and again towards the end of the sequence. As time progresses, the user continues to predominantly review Books, with only occasional entries in the Kindle Store and a single review in the Tools and Home Improvement category. The pattern indicates a sustained interest in Books throughout the majority of the timeline." }, { "dim_process": 18, "seq_idx": 1686, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.5714285714285714, 2.0, 2.5714285714285716, 2.7142857142857144, 3.2857142857142856, 4.571428571428571, 4.714285714285714, 5.0, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.428571428571429, 6.571428571428571, 8.0, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.428571428571429, 11.714285714285714, 11.857142857142858, 13.571428571428571, 14.571428571428571, 15.0, 15.285714285714286, 15.428571428571429, 15.714285714285714, 16.0, 17.142857142857142, 17.571428571428573, 18.142857142857142, 18.428571428571427, 18.571428571428573, 19.714285714285715, 20.285714285714285, 20.714285714285715, 22.714285714285715, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.4285714285714286, 2.4285714285714284, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142, 1.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.42857142857142855, 2.0, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews consists exclusively of reviews for books, with all entries occurring within a span of approximately 23 weeks. The reviews are submitted consistently, particularly in the earlier weeks, with a noticeable cluster of activity in the first 6 weeks. After this initial period, the frequency of reviews begins to spread out, with fewer reviews submitted in the later weeks, indicating a gradual decline in review submissions over time. Overall, the pattern shows a high concentration of reviews in the first half of the timeline, followed by a more sporadic submission rate in the latter half." }, { "dim_process": 18, "seq_idx": 1687, "seq_len": 57, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 2.0, 2.4285714285714284, 2.5714285714285716, 3.0, 3.7142857142857144, 5.571428571428571, 6.142857142857143, 6.428571428571429, 6.714285714285714, 7.0, 7.142857142857143, 7.714285714285714, 7.857142857142857, 8.0, 8.571428571428571, 8.714285714285714, 9.0, 9.142857142857142, 9.714285714285714, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.142857142857142, 11.571428571428571, 12.0, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.571428571428571, 13.714285714285714, 13.714285714285714, 13.857142857142858, 14.428571428571429, 15.0, 15.714285714285714, 16.0, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.714285714285715, 18.428571428571427, 19.0, 19.714285714285715, 21.428571428571427, 21.714285714285715, 22.285714285714285, 22.857142857142858, 23.142857142857142, 24.714285714285715, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.8571428571428572, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 1.7142857142857142, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 1.5714285714285714, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted in this category occurring in the initial weeks. The reviews for \"Books\" are clustered primarily in the first 25 weeks, with a notable concentration in the early weeks. Reviews for the \"Kindle Store\" category appear less frequently and are interspersed within the timeline, primarily starting from week 13 and continuing intermittently. Overall, the pattern indicates a strong preference for reviewing books, particularly in the earlier part of the timeline, while reviews for the Kindle Store emerge later and are less frequent." }, { "dim_process": 18, "seq_idx": 1688, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 2.2857142857142856, 3.4285714285714284, 3.857142857142857, 5.0, 5.285714285714286, 7.142857142857143, 7.428571428571429, 8.142857142857142, 8.285714285714286, 11.0, 11.428571428571429, 11.857142857142858, 12.0, 13.0, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.714285714285714, 15.0, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.857142857142858, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.428571428571427, 17.571428571428573, 18.428571428571427, 20.571428571428573, 20.857142857142858, 24.714285714285715, 24.857142857142858, 25.0 ], "time_since_last_event": [ 0.0, 0.0, 2.2857142857142856, 1.1428571428571428, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 1.8571428571428572, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 2.7142857142857144, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 2.142857142857143, 0.2857142857142857, 3.857142857142857, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 16, 10, 10, 16, 10, 10, 16, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews being submitted consistently over time, particularly in the initial weeks. The first review appears in the \"Books\" category, and this category continues to dominate the sequence, with a notable cluster of reviews occurring between weeks 0 and 15. The \"Kindle Store\" category appears intermittently, primarily clustered around weeks 13 to 20, indicating a slight increase in reviews for this category as time progresses. Overall, the reviews are heavily weighted towards \"Books,\" with \"Kindle Store\" reviews appearing less frequently and primarily later in the sequence." }, { "dim_process": 18, "seq_idx": 1689, "seq_len": 46, "time_since_start": [ 0.0, 1.7142857142857142, 2.0, 2.7142857142857144, 2.857142857142857, 3.0, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.142857142857143, 5.714285714285714, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 7.571428571428571, 8.428571428571429, 8.714285714285714, 8.857142857142858, 9.571428571428571, 9.714285714285714, 9.857142857142858, 11.0, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.285714285714286, 12.428571428571429, 13.0, 13.285714285714286, 14.714285714285714, 15.0, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.142857142857142, 17.142857142857142, 17.857142857142858, 23.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 1.7142857142857142, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.4285714285714286, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 0.7142857142857143, 5.142857142857143, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category throughout the entire timeline. The reviews begin at week 0 and continue to be submitted regularly, with a noticeable increase in frequency during the early weeks, peaking around weeks 7 to 9. After a slight dip, reviews remain steady with occasional clusters of activity, particularly around weeks 11 to 17. The sequence concludes with reviews submitted at weeks 23 and 25, indicating sustained engagement over time." }, { "dim_process": 18, "seq_idx": 1690, "seq_len": 47, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 1.7142857142857142, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 8.0, 8.0, 8.285714285714286, 12.142857142857142, 12.428571428571429, 12.428571428571429, 13.714285714285714, 13.714285714285714, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.142857142857142, 17.428571428571427, 17.428571428571427, 17.428571428571427, 18.142857142857142, 18.142857142857142, 18.142857142857142, 18.142857142857142, 18.428571428571427, 18.428571428571427, 18.428571428571427, 18.428571428571427, 19.0, 19.0, 19.0, 19.0, 19.0, 20.0, 20.0, 20.285714285714285, 23.571428571428573, 23.571428571428573 ], "time_since_last_event": [ 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.8571428571428571, 2.0, 0.0, 0.0, 0.0, 4.285714285714286, 0.0, 0.2857142857142857, 3.857142857142857, 0.2857142857142857, 0.0, 1.2857142857142858, 0.0, 1.4285714285714286, 0.0, 0.0, 0.0, 0.0, 2.2857142857142856, 0.0, 0.0, 0.7142857142857143, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.2857142857142857, 3.2857142857142856, 0.0 ], "type_event": [ 11, 15, 1, 10, 12, 13, 6, 11, 3, 4, 8, 15, 12, 2, 15, 2, 2, 15, 2, 12, 10, 1, 0, 2, 13, 12, 15, 11, 2, 12, 2, 15, 11, 11, 13, 6, 2, 0, 12, 11, 2, 15, 0, 2, 2, 2, 9 ], "type_text": [ "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Books", "Sports and Outdoors", "Patio Lawn and Garden", "Industrial and Scientific", "Home and Kitchen", "Arts Crafts and Sewing", "Electronics", "Toys and Games", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Pet Supplies", "Clothing Shoes and Jewelry", "Pet Supplies", "Pet Supplies", "Clothing Shoes and Jewelry", "Pet Supplies", "Sports and Outdoors", "Books", "Tools and Home Improvement", "Other", "Pet Supplies", "Patio Lawn and Garden", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Pet Supplies", "Sports and Outdoors", "Pet Supplies", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Patio Lawn and Garden", "Industrial and Scientific", "Pet Supplies", "Other", "Sports and Outdoors", "Home and Kitchen", "Pet Supplies", "Clothing Shoes and Jewelry", "Other", "Pet Supplies", "Pet Supplies", "Pet Supplies", "Office Products" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted shortly after the user starts reviewing, with a notable cluster of reviews in the Home and Kitchen, Clothing Shoes and Jewelry, and Tools and Home Improvement categories occurring early on. As time progresses, there is a shift towards a higher frequency of reviews in the Pet Supplies category, which becomes prominent around the eighth week and continues to be a focus in subsequent reviews. Additionally, there are consistent submissions in the Sports and Outdoors and Clothing Shoes and Jewelry categories throughout the timeline, with peaks occurring around the three-week and eighteen-week marks. The sequence also shows a gradual increase in the variety of categories reviewed, particularly in the later weeks, indicating a broadening of interests over time." }, { "dim_process": 18, "seq_idx": 1691, "seq_len": 78, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.4285714285714284, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.857142857142857, 7.142857142857143, 7.285714285714286, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.428571428571429, 10.142857142857142, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 13.285714285714286, 13.428571428571429, 13.857142857142858, 13.857142857142858, 13.857142857142858, 13.857142857142858, 13.857142857142858, 13.857142857142858, 13.857142857142858, 13.857142857142858, 14.0, 14.142857142857142, 14.285714285714286, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.428571428571429, 15.571428571428571, 15.714285714285714, 15.857142857142858, 16.0, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.285714285714285, 17.857142857142858, 18.0, 19.285714285714285, 19.285714285714285, 19.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.2857142857142858, 0.0, 0.0 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 15, 1, 17, 3, 0, 9, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 3, 15 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Cell Phones and Accessories", "Arts Crafts and Sewing", "Other", "Office Products", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. Reviews for \"Kindle Store\" appear intermittently, primarily clustered in the early and later weeks, suggesting a secondary interest in digital products. Other categories such as \"Home and Kitchen,\" \"Clothing Shoes and Jewelry,\" and \"Electronics\" emerge later in the timeline, indicating a broader diversification of interests around the 13-week mark. Overall, the trend highlights a strong initial emphasis on books, with a gradual introduction of other categories as time progresses." }, { "dim_process": 18, "seq_idx": 1692, "seq_len": 41, "time_since_start": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 2.857142857142857, 3.5714285714285716, 4.142857142857143, 5.285714285714286, 5.857142857142857, 6.857142857142857, 7.0, 7.142857142857143, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.571428571428571, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 10.142857142857142, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.571428571428571, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.428571428571429, 14.714285714285714, 17.285714285714285, 17.428571428571427, 18.714285714285715, 20.142857142857142 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.7142857142857143, 0.5714285714285714, 1.1428571428571428, 0.5714285714285714, 1.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 2.5714285714285716, 0.14285714285714285, 1.2857142857142858, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong initial focus on the \"Books\" category, with multiple reviews submitted in quick succession during the first few weeks. After a notable gap, reviews for the \"Kindle Store\" appear, but the predominant trend remains with \"Books,\" which continues to be reviewed consistently over time. The frequency of reviews appears to cluster heavily in the earlier weeks, with a gradual tapering off as time progresses, although reviews for \"Books\" continue to be submitted throughout the entire sequence." }, { "dim_process": 18, "seq_idx": 1693, "seq_len": 71, "time_since_start": [ 0.0, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.142857142857143, 3.0, 3.142857142857143, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.0, 6.0, 6.142857142857143, 6.714285714285714, 6.857142857142857, 7.0, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.428571428571429, 10.857142857142858, 11.0, 11.285714285714286, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.428571428571429, 15.571428571428571, 15.857142857142858, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.0, 17.428571428571427, 17.571428571428573, 18.714285714285715, 19.285714285714285, 21.428571428571427, 22.285714285714285, 23.857142857142858 ], "time_since_last_event": [ 0.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 2.142857142857143, 0.8571428571428571, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The reviews primarily cluster within the first 18 weeks, with a notable increase in frequency during this period. The \"Kindle Store\" category appears twice, both at around 3 weeks and 8 weeks, indicating a brief diversification in review topics. After week 18, there is a noticeable decline in the frequency of reviews, with fewer submissions occurring in the later weeks." }, { "dim_process": 18, "seq_idx": 1694, "seq_len": 47, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 1.1428571428571428, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.7142857142857144, 4.285714285714286, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 12.0, 12.0, 12.0, 13.285714285714286, 13.285714285714286, 16.142857142857142, 20.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.2857142857142857, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.7142857142857143, 1.5714285714285714, 4.571428571428571, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.142857142857143, 0.0, 0.0, 1.2857142857142858, 0.0, 2.857142857142857, 4.428571428571429 ], "type_event": [ 11, 10, 0, 11, 4, 0, 11, 13, 10, 14, 1, 4, 4, 14, 11, 4, 10, 6, 4, 0, 15, 0, 9, 12, 14, 0, 5, 1, 0, 14, 4, 13, 10, 17, 8, 0, 9, 11, 0, 7, 11, 4, 1, 11, 13, 11, 17 ], "type_text": [ "Home and Kitchen", "Books", "Other", "Home and Kitchen", "Electronics", "Other", "Home and Kitchen", "Patio Lawn and Garden", "Books", "Movies and TV", "Tools and Home Improvement", "Electronics", "Electronics", "Movies and TV", "Home and Kitchen", "Electronics", "Books", "Industrial and Scientific", "Electronics", "Other", "Clothing Shoes and Jewelry", "Other", "Office Products", "Sports and Outdoors", "Movies and TV", "Other", "Automotive", "Tools and Home Improvement", "Other", "Movies and TV", "Electronics", "Patio Lawn and Garden", "Books", "Cell Phones and Accessories", "Toys and Games", "Other", "Office Products", "Home and Kitchen", "Other", "Grocery and Gourmet Food", "Home and Kitchen", "Electronics", "Tools and Home Improvement", "Home and Kitchen", "Patio Lawn and Garden", "Home and Kitchen", "Cell Phones and Accessories" ], "description": "The sequence of product reviews shows a diverse range of categories being reviewed, with a notable clustering of reviews in the early weeks, particularly in Home and Kitchen, Books, and Electronics. Initially, reviews are concentrated within the first few weeks, after which there is a significant gap before a resurgence of reviews occurs around the 8-week mark, covering various categories including Movies and TV and Other. The trend indicates that Electronics and Home and Kitchen reviews are consistently present throughout the timeline, while other categories like Automotive and Toys and Games appear later in the sequence. The final reviews occur at the 20-week mark, indicating a prolonged engagement with the platform over time." }, { "dim_process": 18, "seq_idx": 1695, "seq_len": 68, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.0, 1.2857142857142858, 2.0, 2.0, 2.0, 2.0, 2.142857142857143, 3.0, 3.0, 3.857142857142857, 4.285714285714286, 4.428571428571429, 5.0, 5.142857142857143, 5.571428571428571, 5.714285714285714, 5.857142857142857, 5.857142857142857, 6.142857142857143, 6.571428571428571, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.142857142857143, 7.428571428571429, 7.428571428571429, 7.857142857142857, 8.0, 8.428571428571429, 8.571428571428571, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.285714285714286, 11.571428571428571, 11.571428571428571, 13.285714285714286, 14.571428571428571, 14.714285714285714, 15.857142857142858, 16.0, 16.0, 17.0, 17.571428571428573, 18.0, 18.0, 18.571428571428573, 20.285714285714285, 20.428571428571427, 20.714285714285715, 20.714285714285715, 20.857142857142858, 21.857142857142858, 22.571428571428573, 22.714285714285715, 23.0, 23.428571428571427, 23.428571428571427, 23.571428571428573, 24.142857142857142, 24.285714285714285, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.0, 0.0, 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.0, 1.7142857142857142, 1.2857142857142858, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.0, 1.0, 0.5714285714285714, 0.42857142857142855, 0.0, 0.5714285714285714, 1.7142857142857142, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 1.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0 ], "type_event": [ 10, 15, 15, 10, 15, 12, 12, 0, 12, 1, 9, 6, 9, 12, 10, 0, 10, 11, 1, 11, 10, 13, 10, 7, 9, 12, 10, 7, 8, 11, 2, 7, 10, 2, 11, 10, 11, 10, 10, 10, 10, 12, 10, 12, 12, 9, 8, 10, 0, 11, 9, 11, 0, 8, 1, 13, 8, 3, 9, 10, 10, 0, 11, 13, 11, 1, 11, 13 ], "type_text": [ "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Sports and Outdoors", "Other", "Sports and Outdoors", "Tools and Home Improvement", "Office Products", "Industrial and Scientific", "Office Products", "Sports and Outdoors", "Books", "Other", "Books", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Books", "Patio Lawn and Garden", "Books", "Grocery and Gourmet Food", "Office Products", "Sports and Outdoors", "Books", "Grocery and Gourmet Food", "Toys and Games", "Home and Kitchen", "Pet Supplies", "Grocery and Gourmet Food", "Books", "Pet Supplies", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Sports and Outdoors", "Sports and Outdoors", "Office Products", "Toys and Games", "Books", "Other", "Home and Kitchen", "Office Products", "Home and Kitchen", "Other", "Toys and Games", "Tools and Home Improvement", "Patio Lawn and Garden", "Toys and Games", "Arts Crafts and Sewing", "Office Products", "Books", "Books", "Other", "Home and Kitchen", "Patio Lawn and Garden", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Patio Lawn and Garden" ], "description": "The sequence of product reviews shows a diverse range of categories with a notable pattern of clustering around certain types. Initially, reviews for Books and Clothing Shoes and Jewelry appear closely together, followed by a shift towards Sports and Outdoors. As time progresses, there is a significant increase in reviews for Home and Kitchen, which cluster around the later weeks, alongside a consistent presence of Books throughout the timeline. Additionally, Office Products and Other categories show up intermittently, indicating a varied interest over the review period." }, { "dim_process": 18, "seq_idx": 1696, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.857142857142857, 3.142857142857143, 3.4285714285714284, 4.0, 4.428571428571429, 5.857142857142857, 6.0, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.0, 7.285714285714286, 7.857142857142857, 8.857142857142858, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.142857142857142, 11.142857142857142, 11.571428571428571, 11.857142857142858, 12.142857142857142, 12.428571428571429, 13.0, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.428571428571429, 15.0, 15.714285714285714, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.857142857142858, 18.428571428571427, 19.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.5714285714285714, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently over a period of time, particularly in the early weeks. There is a notable cluster of book reviews in the initial 18 weeks, with a few reviews for the Kindle Store appearing at specific points around weeks 8 and 18. The reviews for books continue to be submitted throughout the timeline, indicating a sustained interest in this category, while the Kindle Store reviews are less frequent and appear later in the sequence. Overall, the trend shows a strong emphasis on book reviews with intermittent entries for the Kindle Store." }, { "dim_process": 18, "seq_idx": 1697, "seq_len": 68, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 1.4285714285714286, 1.5714285714285714, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.857142857142857, 8.0, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.142857142857142, 9.428571428571429, 9.714285714285714, 10.0, 10.571428571428571, 11.0, 11.285714285714286, 11.571428571428571, 12.0, 12.428571428571429, 12.571428571428571, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.714285714285714, 13.714285714285714, 14.0, 14.285714285714286, 14.571428571428571, 15.0, 15.428571428571429, 15.714285714285714, 16.0, 16.285714285714285, 17.0, 17.714285714285715, 18.285714285714285, 20.285714285714285, 20.714285714285715, 21.857142857142858, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714, 2.0, 0.42857142857142855, 1.1428571428571428, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 9 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Office Products" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted over a continuous period. The first review occurs shortly after the start of the timeline, and the frequency of reviews remains high, with a notable concentration of reviews in the early weeks. Reviews for the \"Kindle Store\" appear later in the sequence, with a few clustered around the 13-week mark and again at the 20-week mark. Additionally, a single review for \"Office Products\" is submitted towards the end of the timeline, indicating a shift in focus after a lengthy period dedicated to books." }, { "dim_process": 18, "seq_idx": 1698, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 2.0, 3.0, 3.2857142857142856, 5.142857142857143, 5.428571428571429, 5.428571428571429, 6.142857142857143, 6.428571428571429, 7.285714285714286, 8.428571428571429, 8.428571428571429, 9.142857142857142, 10.571428571428571, 11.142857142857142, 13.0, 13.285714285714286, 13.285714285714286, 13.285714285714286, 13.428571428571429, 14.428571428571429, 14.428571428571429, 15.571428571428571, 16.571428571428573, 16.571428571428573, 17.0, 17.142857142857142, 18.285714285714285, 20.142857142857142, 20.142857142857142, 21.0, 21.142857142857142, 22.0, 23.285714285714285, 23.285714285714285, 23.285714285714285, 23.285714285714285, 23.285714285714285, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.0, 2.0, 1.0, 0.2857142857142857, 1.8571428571428572, 0.2857142857142857, 0.0, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 1.1428571428571428, 0.0, 0.7142857142857143, 1.4285714285714286, 0.5714285714285714, 1.8571428571428572, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 1.0, 0.0, 1.1428571428571428, 1.0, 0.0, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 1.8571428571428572, 0.0, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 1.2857142857142858, 0.0, 0.0, 0.0, 0.0, 1.8571428571428572 ], "type_event": [ 2, 11, 11, 1, 12, 1, 13, 11, 11, 15, 6, 2, 11, 11, 7, 11, 17, 7, 15, 11, 11, 15, 7, 0, 2, 0, 0, 7, 3, 11, 0, 5, 13, 13, 7, 11, 6, 15, 0, 2 ], "type_text": [ "Pet Supplies", "Home and Kitchen", "Home and Kitchen", "Tools and Home Improvement", "Sports and Outdoors", "Tools and Home Improvement", "Patio Lawn and Garden", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Industrial and Scientific", "Pet Supplies", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food", "Home and Kitchen", "Cell Phones and Accessories", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Other", "Pet Supplies", "Other", "Other", "Grocery and Gourmet Food", "Arts Crafts and Sewing", "Home and Kitchen", "Other", "Automotive", "Patio Lawn and Garden", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Home and Kitchen", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Other", "Pet Supplies" ], "description": "The sequence of product reviews begins with a focus on Pet Supplies and Home and Kitchen categories, which are submitted early in the timeline. As time progresses, there is a noticeable increase in reviews for Tools and Home Improvement, Sports and Outdoors, and Clothing Shoes and Jewelry around the 3 to 6-week mark. Reviews for Grocery and Gourmet Food appear more frequently between the 10 to 23-week period, with a clustering of reviews across multiple categories at the 23-week mark. Towards the end of the timeline, there is a resurgence in Pet Supplies reviews, indicating a cyclical pattern in the user's review behavior." }, { "dim_process": 18, "seq_idx": 1699, "seq_len": 49, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.428571428571429, 4.571428571428571, 4.857142857142857, 5.0, 5.428571428571429, 5.714285714285714, 6.285714285714286, 6.428571428571429, 6.857142857142857, 7.142857142857143, 7.857142857142857, 8.714285714285714, 9.142857142857142, 9.857142857142858, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.571428571428571, 13.0, 13.142857142857142, 13.428571428571429, 14.142857142857142, 14.714285714285714, 15.142857142857142, 15.571428571428571, 15.714285714285714, 15.857142857142858, 17.428571428571427, 17.714285714285715, 18.285714285714285, 18.857142857142858, 19.571428571428573, 19.714285714285715, 19.857142857142858, 21.428571428571427, 22.142857142857142, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 1.4285714285714286, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.7142857142857143, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted over a prolonged period. Most reviews occur in clusters, particularly within the first 15 weeks, where there is a high frequency of submissions. A single review for the \"Kindle Store\" category appears around the 4.86-week mark, but the user predominantly returns to reviewing books afterward. The review activity appears to taper off slightly after the 22-week mark, indicating a sustained interest in books throughout the timeline." }, { "dim_process": 18, "seq_idx": 1700, "seq_len": 44, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.2857142857142858, 1.5714285714285714, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 4.285714285714286, 4.571428571428571, 5.0, 5.571428571428571, 5.714285714285714, 6.285714285714286, 6.428571428571429, 7.428571428571429, 7.714285714285714, 8.857142857142858, 9.142857142857142, 10.142857142857142, 11.285714285714286, 12.285714285714286, 12.714285714285714, 12.857142857142858, 13.285714285714286, 13.428571428571429, 13.857142857142858, 14.857142857142858, 15.0, 16.142857142857142, 16.285714285714285, 17.285714285714285, 18.428571428571427, 18.857142857142858, 20.714285714285715, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 1.0, 1.1428571428571428, 1.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.0, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 1.0, 1.1428571428571428, 0.42857142857142855, 1.8571428571428572, 1.7142857142857142 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 1, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Tools and Home Improvement", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The initial reviews are exclusively for books, with a brief introduction of a review for \"Tools and Home Improvement\" occurring around the 1.29-week mark. Following this, the user continues to submit reviews primarily for books, with a notable cluster of activity in the early weeks and a sustained pattern of reviews continuing throughout the timeline. Overall, the reviews are heavily concentrated in the \"Books\" category, with only one instance of a different category appearing early in the sequence." }, { "dim_process": 18, "seq_idx": 1701, "seq_len": 41, "time_since_start": [ 0.0, 0.0, 0.0, 1.0, 2.857142857142857, 2.857142857142857, 3.7142857142857144, 4.0, 4.0, 4.0, 4.0, 4.0, 4.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 5.142857142857143, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.571428571428571, 8.571428571428571, 8.571428571428571, 8.857142857142858, 10.571428571428571, 10.571428571428571, 10.571428571428571, 11.285714285714286, 11.857142857142858, 11.857142857142858, 12.857142857142858, 15.571428571428571, 15.571428571428571, 16.571428571428573, 18.0, 19.714285714285715, 19.714285714285715, 19.714285714285715, 19.714285714285715, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 1.0, 1.8571428571428572, 0.0, 0.8571428571428571, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 1.0, 0.0, 0.0, 0.0, 0.0, 1.4285714285714286, 0.0, 0.0, 0.0, 2.0, 0.0, 0.2857142857142857, 1.7142857142857142, 0.0, 0.0, 0.7142857142857143, 0.5714285714285714, 0.0, 1.0, 2.7142857142857144, 0.0, 1.0, 1.4285714285714286, 1.7142857142857142, 0.0, 0.0, 0.0, 5.714285714285714 ], "type_event": [ 1, 2, 7, 10, 4, 10, 10, 15, 11, 7, 10, 9, 3, 10, 2, 15, 8, 7, 13, 12, 6, 2, 8, 10, 13, 10, 11, 3, 15, 7, 9, 10, 10, 11, 15, 8, 12, 3, 13, 11, 12 ], "type_text": [ "Tools and Home Improvement", "Pet Supplies", "Grocery and Gourmet Food", "Books", "Electronics", "Books", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Books", "Office Products", "Arts Crafts and Sewing", "Books", "Pet Supplies", "Clothing Shoes and Jewelry", "Toys and Games", "Grocery and Gourmet Food", "Patio Lawn and Garden", "Sports and Outdoors", "Industrial and Scientific", "Pet Supplies", "Toys and Games", "Books", "Patio Lawn and Garden", "Books", "Home and Kitchen", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Office Products", "Books", "Books", "Home and Kitchen", "Clothing Shoes and Jewelry", "Toys and Games", "Sports and Outdoors", "Arts Crafts and Sewing", "Patio Lawn and Garden", "Home and Kitchen", "Sports and Outdoors" ], "description": "The sequence of product reviews begins with a variety of categories, including Tools and Home Improvement, Pet Supplies, and Grocery and Gourmet Food, all submitted within the first week. As time progresses, there is a notable concentration of reviews related to Books, particularly around the 4-week mark and again at 10 and 15 weeks. Other categories such as Clothing Shoes and Jewelry, Home and Kitchen, and Toys and Games appear more frequently in the mid to later weeks, with a significant cluster of reviews occurring around weeks 5 to 12. Towards the end of the sequence, there is a shift towards Sports and Outdoors and Arts Crafts and Sewing, with the final reviews occurring around the 25-week mark." }, { "dim_process": 18, "seq_idx": 1702, "seq_len": 46, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142, 2.2857142857142856, 2.857142857142857, 3.0, 3.142857142857143, 3.7142857142857144, 3.857142857142857, 4.285714285714286, 6.142857142857143, 7.428571428571429, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 9.714285714285714, 9.857142857142858, 10.571428571428571, 10.714285714285714, 11.285714285714286, 12.0, 12.714285714285714, 12.857142857142858, 13.0, 14.428571428571429, 14.857142857142858, 15.142857142857142, 15.285714285714286, 15.428571428571429, 16.142857142857142, 16.571428571428573, 16.857142857142858, 17.857142857142858, 18.142857142857142, 18.428571428571427, 19.285714285714285, 20.0, 20.142857142857142, 21.428571428571427, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 1.8571428571428572, 1.2857142857142858, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 1.0, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 8, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Most reviews occur within the first 20 weeks, with a notable cluster of reviews in the earlier weeks, particularly between weeks 0 and 4. The only deviation from the \"Books\" category is a single review for \"Toys and Games\" at week 12. After week 20, reviews continue to be submitted, but the frequency appears to stabilize, indicating a sustained interest in books throughout the entire period." }, { "dim_process": 18, "seq_idx": 1703, "seq_len": 40, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.0, 1.4285714285714286, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.5714285714285716, 4.0, 5.428571428571429, 5.714285714285714, 6.428571428571429, 7.142857142857143, 7.428571428571429, 8.714285714285714, 9.0, 9.428571428571429, 10.428571428571429, 10.714285714285714, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.285714285714286, 13.714285714285714, 14.285714285714286, 14.714285714285714, 15.285714285714286, 15.428571428571429, 15.857142857142858, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.857142857142858, 19.714285714285715, 20.428571428571427, 21.428571428571427, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 1.4285714285714286, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.42857142857142855, 1.0, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 1.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.8571428571428572, 0.7142857142857143, 1.0, 0.7142857142857143 ], "type_event": [ 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with most reviews submitted consistently over time. The user begins with a few reviews in the \"Kindle Store\" category early in the sequence, but these are infrequent compared to the numerous \"Books\" reviews that dominate the timeline. There is a notable clustering of \"Books\" reviews, particularly in the initial weeks and again in the later weeks, indicating a sustained interest in this category. The \"Kindle Store\" reviews appear primarily at the beginning and towards the end of the sequence, suggesting occasional engagement with that category amidst a predominant focus on books." }, { "dim_process": 18, "seq_idx": 1704, "seq_len": 54, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 2.0, 2.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 5.142857142857143, 6.0, 6.142857142857143, 6.571428571428571, 7.0, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 8.142857142857142, 9.142857142857142, 9.142857142857142, 9.285714285714286, 9.571428571428571, 10.285714285714286, 10.428571428571429, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 14.0, 14.142857142857142, 14.571428571428571, 14.857142857142858, 15.285714285714286, 15.428571428571429, 15.571428571428571, 15.714285714285714, 15.714285714285714, 16.142857142857142, 16.428571428571427, 16.857142857142858, 17.142857142857142, 18.428571428571427, 20.285714285714285, 20.428571428571427, 21.571428571428573, 23.0, 23.857142857142858, 23.857142857142858, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 1.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858, 1.8571428571428572, 0.14285714285714285, 1.1428571428571428, 1.4285714285714286, 0.8571428571428571, 0.0, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 10, 10, 10, 10, 10, 11, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 11, 3, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Home and Kitchen", "Arts Crafts and Sewing", "Books" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession over the first several weeks. After approximately seven weeks, there is a brief introduction of \"Electronics\" reviews, but the majority of subsequent reviews continue to be for \"Books.\" The pattern shows a consistent emphasis on \"Books,\" with occasional reviews for \"Home and Kitchen\" and \"Arts Crafts and Sewing\" appearing later in the timeline. Overall, the reviews cluster heavily around \"Books,\" particularly in the earlier and middle parts of the sequence, with other categories appearing less frequently and primarily towards the end." }, { "dim_process": 18, "seq_idx": 1705, "seq_len": 65, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.8571428571428572, 2.0, 2.142857142857143, 2.4285714285714284, 2.7142857142857144, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 4.0, 4.285714285714286, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 5.142857142857143, 5.428571428571429, 5.714285714285714, 6.0, 6.285714285714286, 6.428571428571429, 6.428571428571429, 6.714285714285714, 7.142857142857143, 8.142857142857142, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.714285714285714, 10.285714285714286, 10.857142857142858, 11.285714285714286, 12.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.285714285714286, 14.428571428571429, 14.714285714285714, 15.285714285714286, 15.857142857142858, 16.142857142857142, 16.428571428571427, 16.714285714285715, 16.857142857142858, 17.142857142857142, 18.0, 20.142857142857142, 21.0, 22.285714285714285, 23.428571428571427, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 1.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 1.2857142857142858, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 2.142857142857143, 0.8571428571428571, 1.2857142857142858, 1.1428571428571428, 1.4285714285714286 ], "type_event": [ 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of submissions over time. Initially, reviews for \"Books\" are more frequent, particularly in the first few weeks. As time progresses, there are periodic clusters of \"Kindle Store\" reviews, particularly noticeable around the 0.43 to 3.14-week mark and again towards the later weeks, specifically around 20.14 and 24.86 weeks. Overall, \"Books\" reviews dominate the timeline, while \"Kindle Store\" reviews appear less frequently but are strategically interspersed throughout the sequence." }, { "dim_process": 18, "seq_idx": 1706, "seq_len": 52, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 1.4285714285714286, 2.0, 2.2857142857142856, 4.142857142857143, 4.428571428571429, 5.0, 5.285714285714286, 5.428571428571429, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 7.0, 7.285714285714286, 7.428571428571429, 8.0, 8.285714285714286, 9.0, 9.285714285714286, 9.428571428571429, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 12.0, 12.285714285714286, 12.428571428571429, 13.285714285714286, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 15.0, 15.142857142857142, 15.285714285714286, 15.571428571428571, 16.285714285714285, 16.428571428571427, 17.285714285714285, 17.428571428571427, 18.428571428571427, 19.285714285714285, 23.0, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.8571428571428572, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.0, 0.8571428571428571, 3.7142857142857144, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a high frequency of reviews submitted over time. The reviews predominantly cluster within the first 19 weeks, with a notable peak in activity occurring between weeks 0 and 18. After this period, there is a single review for the \"Kindle Store\" at week 23, followed by another review in the \"Books\" category. This indicates a sustained interest in books, with a slight diversification into the Kindle Store after an extended period of reviewing books." }, { "dim_process": 18, "seq_idx": 1707, "seq_len": 51, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 3.5714285714285716, 5.571428571428571, 5.571428571428571, 5.714285714285714, 8.0, 8.142857142857142, 8.142857142857142, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 8.285714285714286, 10.142857142857142, 11.285714285714286, 11.285714285714286, 11.285714285714286, 11.285714285714286, 11.857142857142858, 12.0, 12.142857142857142, 12.142857142857142, 12.428571428571429, 13.285714285714286, 13.285714285714286, 13.285714285714286, 13.285714285714286, 13.285714285714286, 13.571428571428571, 15.285714285714286, 15.285714285714286, 15.571428571428571, 15.571428571428571, 15.571428571428571, 15.714285714285714, 16.0, 17.428571428571427, 18.571428571428573, 18.571428571428573, 19.142857142857142, 23.0, 23.0, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 1.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 1.4285714285714286, 2.0, 0.0, 0.14285714285714285, 2.2857142857142856, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 1.8571428571428572, 1.1428571428571428, 0.0, 0.0, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.8571428571428571, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 1.7142857142857142, 0.0, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 1.1428571428571428, 0.0, 0.5714285714285714, 3.857142857142857, 0.0, 0.2857142857142857 ], "type_event": [ 1, 1, 4, 8, 9, 10, 17, 15, 12, 11, 11, 15, 12, 4, 1, 5, 1, 12, 11, 4, 10, 5, 9, 12, 5, 17, 4, 4, 4, 10, 9, 5, 1, 13, 9, 4, 4, 5, 4, 1, 4, 10, 4, 4, 1, 3, 4, 5, 11, 5, 15 ], "type_text": [ "Tools and Home Improvement", "Tools and Home Improvement", "Electronics", "Toys and Games", "Office Products", "Books", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Electronics", "Tools and Home Improvement", "Automotive", "Tools and Home Improvement", "Sports and Outdoors", "Home and Kitchen", "Electronics", "Books", "Automotive", "Office Products", "Sports and Outdoors", "Automotive", "Cell Phones and Accessories", "Electronics", "Electronics", "Electronics", "Books", "Office Products", "Automotive", "Tools and Home Improvement", "Patio Lawn and Garden", "Office Products", "Electronics", "Electronics", "Automotive", "Electronics", "Tools and Home Improvement", "Electronics", "Books", "Electronics", "Electronics", "Tools and Home Improvement", "Arts Crafts and Sewing", "Electronics", "Automotive", "Home and Kitchen", "Automotive", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows an initial focus on Tools and Home Improvement, with several reviews submitted within the first week. As time progresses, there is a notable expansion into various categories, particularly around the second week, where multiple reviews across different categories are clustered. Electronics reviews increase significantly after the eighth week, indicating a trend towards this category, while Automotive reviews also appear frequently in the later weeks. The user continues to review a diverse range of categories, with a noticeable pattern of clustering reviews in certain periods, particularly around weeks 11 to 15, where multiple categories are addressed in close succession." }, { "dim_process": 18, "seq_idx": 1708, "seq_len": 40, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.857142857142857, 4.0, 4.0, 4.0, 4.428571428571429, 4.714285714285714, 8.571428571428571, 8.857142857142858, 9.285714285714286, 10.142857142857142, 10.285714285714286, 10.571428571428571, 12.0, 12.142857142857142, 12.571428571428571, 14.142857142857142, 14.857142857142858, 15.0, 15.0, 15.571428571428571, 17.0, 18.142857142857142, 19.571428571428573, 19.714285714285715, 21.571428571428573, 22.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 3.857142857142857, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.0, 0.5714285714285714, 1.4285714285714286, 1.1428571428571428, 1.4285714285714286, 0.14285714285714285, 1.8571428571428572, 0.7142857142857143 ], "type_event": [ 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 5, 12, 14, 14, 14, 14, 4, 14, 14, 14, 14, 14, 14, 14, 14, 14, 1, 14, 14, 14, 14, 14, 14, 11 ], "type_text": [ "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Automotive", "Sports and Outdoors", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Electronics", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Tools and Home Improvement", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Home and Kitchen" ], "description": "The sequence of product reviews shows a strong initial focus on the \"Movies and TV\" category, with multiple reviews submitted in quick succession over the first several weeks. After a consistent pattern of reviews in this category, there is a brief introduction of reviews in \"Automotive\" and \"Sports and Outdoors\" at the four-week mark. Following this, \"Movies and TV\" reviews continue to dominate, with a few isolated reviews in \"Electronics,\" \"Tools and Home Improvement,\" and \"Home and Kitchen\" appearing later in the timeline. Overall, the reviews cluster heavily around \"Movies and TV\" in the early to mid-period, with other categories emerging sporadically in the latter part of the timeline." }, { "dim_process": 18, "seq_idx": 1709, "seq_len": 56, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 3.142857142857143, 4.0, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.285714285714286, 5.428571428571429, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.428571428571429, 8.285714285714286, 9.0, 9.571428571428571, 9.714285714285714, 10.0, 10.571428571428571, 10.714285714285714, 11.0, 11.571428571428571, 12.285714285714286, 12.714285714285714, 13.285714285714286, 13.571428571428571, 13.714285714285714, 14.0, 14.142857142857142, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.714285714285714, 16.142857142857142, 16.285714285714285, 17.0, 17.142857142857142, 17.857142857142858, 18.285714285714285, 19.142857142857142, 19.428571428571427, 19.857142857142858, 20.714285714285715, 20.857142857142858, 21.571428571428573, 22.285714285714285, 23.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Most reviews are concentrated in the early weeks, particularly within the first 20 weeks, where the majority of entries occur. The \"Kindle Store\" reviews appear less frequently, with only a few instances at specific intervals, notably around the 1.86-week mark and again at the 23-week mark. Overall, the trend indicates a sustained interest in books, with sporadic engagement with the Kindle Store interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 1710, "seq_len": 95, "time_since_start": [ 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.0, 1.1428571428571428, 1.1428571428571428, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.857142857142857, 4.0, 4.285714285714286, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.571428571428571, 5.714285714285714, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 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0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 1.8571428571428572, 2.0, 1.0 ], "type_event": [ 16, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 15, 10, 10, 10, 10, 10, 10, 10, 16, 15, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 15, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 15, 10, 10, 10, 15, 10, 15, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 15, 10, 10, 10, 10, 15, 10, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Clothing Shoes and Jewelry", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews being submitted over time. Initially, reviews for \"Kindle Store\" and \"Books\" are submitted closely together, but as time progresses, the frequency of \"Books\" reviews increases significantly, particularly between the first and sixth weeks. Reviews for \"Clothing Shoes and Jewelry\" appear intermittently, primarily clustered around the second, fifth, and eighth weeks. Towards the end of the timeline, there is a noticeable resurgence in \"Kindle Store\" reviews, occurring in clusters after the 17th week. Overall, the trend indicates a sustained interest in books, with occasional engagement in other categories." }, { "dim_process": 18, "seq_idx": 1711, "seq_len": 56, "time_since_start": [ 0.0, 3.7142857142857144, 4.142857142857143, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 7.0, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.0, 9.571428571428571, 9.571428571428571, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.0, 11.285714285714286, 11.428571428571429, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.714285714285714, 14.0, 14.142857142857142, 15.285714285714286, 15.428571428571429, 15.571428571428571, 16.0, 16.142857142857142, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.714285714285715, 17.857142857142858, 18.714285714285715, 19.857142857142858, 20.0, 20.571428571428573, 20.571428571428573, 24.142857142857142 ], "time_since_last_event": [ 0.0, 3.7142857142857144, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.8571428571428571, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.0, 3.5714285714285716 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 16, 16, 10, 16, 16, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews begins with a review in the Kindle Store, followed by a series of reviews predominantly in the Books category. Reviews in the Books category occur frequently and cluster between the 3rd and 19th weeks, with a notable concentration around the 6th to 12th weeks. Reviews in the Kindle Store appear intermittently, primarily after the initial review and again towards the later weeks, indicating a pattern of alternating focus between the two categories over time. The last review occurs in the Books category, suggesting a sustained interest in that category despite the presence of Kindle Store reviews." }, { "dim_process": 18, "seq_idx": 1712, "seq_len": 49, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.8571428571428571, 1.2857142857142858, 1.7142857142857142, 1.7142857142857142, 2.142857142857143, 2.5714285714285716, 3.5714285714285716, 4.428571428571429, 5.571428571428571, 6.285714285714286, 6.714285714285714, 7.0, 8.0, 8.142857142857142, 8.142857142857142, 8.714285714285714, 9.285714285714286, 9.285714285714286, 9.714285714285714, 9.714285714285714, 10.0, 10.714285714285714, 10.857142857142858, 10.857142857142858, 10.857142857142858, 11.0, 11.857142857142858, 13.285714285714286, 13.571428571428571, 14.0, 15.428571428571429, 15.571428571428571, 16.714285714285715, 17.142857142857142, 17.142857142857142, 17.857142857142858, 18.714285714285715, 18.857142857142858, 19.428571428571427, 20.428571428571427, 20.857142857142858, 21.142857142857142, 21.428571428571427, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.42857142857142855, 0.42857142857142855, 0.0, 0.42857142857142855, 0.42857142857142855, 1.0, 0.8571428571428571, 1.1428571428571428, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 1.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.5714285714285714, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.8571428571428571, 1.4285714285714286, 0.2857142857142857, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.0, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 1.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286 ], "type_event": [ 12, 11, 13, 10, 0, 10, 10, 1, 13, 11, 10, 10, 12, 10, 10, 7, 10, 10, 10, 13, 7, 10, 13, 13, 10, 10, 10, 10, 11, 3, 10, 10, 2, 10, 0, 10, 10, 10, 0, 2, 10, 0, 10, 6, 10, 11, 10, 9, 7 ], "type_text": [ "Sports and Outdoors", "Home and Kitchen", "Patio Lawn and Garden", "Books", "Other", "Books", "Books", "Tools and Home Improvement", "Patio Lawn and Garden", "Home and Kitchen", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Patio Lawn and Garden", "Grocery and Gourmet Food", "Books", "Patio Lawn and Garden", "Patio Lawn and Garden", "Books", "Books", "Books", "Books", "Home and Kitchen", "Arts Crafts and Sewing", "Books", "Books", "Pet Supplies", "Books", "Other", "Books", "Books", "Books", "Other", "Pet Supplies", "Books", "Other", "Books", "Industrial and Scientific", "Books", "Home and Kitchen", "Books", "Office Products", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews shows a consistent pattern of reviews being submitted across various categories, with a notable emphasis on the \"Books\" category, which appears frequently throughout the timeline. Reviews for \"Books\" are predominant in the early stages and continue to be submitted at regular intervals, particularly between weeks 1 and 22. Other categories, such as \"Home and Kitchen,\" \"Patio Lawn and Garden,\" and \"Grocery and Gourmet Food,\" tend to cluster around certain periods but occur less frequently than \"Books.\" Additionally, there are instances of reviews in the \"Other\" and \"Pet Supplies\" categories appearing later in the timeline, indicating some diversification in review topics as time progresses." }, { "dim_process": 18, "seq_idx": 1713, "seq_len": 56, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 1.0, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.0, 2.0, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.0, 5.285714285714286, 5.857142857142857, 6.142857142857143, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.0, 8.428571428571429, 9.428571428571429, 9.857142857142858, 10.0, 11.285714285714286, 11.428571428571429, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.571428571428571, 13.285714285714286, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.428571428571429, 15.0, 15.142857142857142, 15.285714285714286, 15.571428571428571, 17.0, 19.714285714285715, 20.0, 22.285714285714285, 24.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.0, 0.42857142857142855, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 2.7142857142857144, 0.2857142857142857, 2.2857142857142856, 1.7142857142857142 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the initial weeks. The first review in the \"Kindle Store\" category appears early on, but subsequent reviews in this category cluster primarily towards the end of the sequence. There is a noticeable trend of increasing frequency in \"Books\" reviews, especially between weeks 1 and 15, while \"Kindle Store\" reviews appear less frequently and tend to occur after several \"Books\" reviews have been submitted. Overall, the pattern indicates a strong emphasis on \"Books\" with intermittent reviews of \"Kindle Store\" at various intervals." }, { "dim_process": 18, "seq_idx": 1714, "seq_len": 45, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 1.4285714285714286, 1.7142857142857142, 1.7142857142857142, 2.0, 2.5714285714285716, 2.5714285714285716, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 5.285714285714286, 5.428571428571429, 6.0, 8.285714285714286, 8.428571428571429, 8.714285714285714, 8.714285714285714, 9.142857142857142, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.0, 12.428571428571429, 12.428571428571429, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.0, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 17.142857142857142, 17.857142857142858, 19.857142857142858, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 1.0, 0.2857142857142857, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 2.2857142857142856, 0.14285714285714285, 0.2857142857142857, 0.0, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 0.0, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 2.0, 5.714285714285714 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable number of reviews submitted throughout the timeline. Reviews for the \"Kindle Store\" category appear less frequently and tend to cluster around specific points, particularly at 1.71, 2.57, 8.71, 12.43, 15.29, and 25.57 weeks. The majority of reviews are concentrated in the earlier weeks, with a gradual decline in frequency as time progresses, while the \"Kindle Store\" reviews are more sporadic and occur primarily in the earlier and later stages of the timeline. Overall, the pattern indicates a strong preference for reviewing books, with intermittent reviews for the Kindle Store." }, { "dim_process": 18, "seq_idx": 1715, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.42857142857142855, 1.0, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 1.8571428571428572, 2.0, 2.142857142857143, 2.5714285714285716, 2.857142857142857, 3.4285714285714284, 4.0, 4.285714285714286, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.857142857142857, 5.857142857142857, 5.857142857142857, 7.428571428571429, 8.428571428571429, 9.142857142857142, 12.428571428571429, 12.428571428571429, 13.142857142857142, 13.714285714285714, 14.428571428571429, 15.0, 16.0, 16.571428571428573, 17.0, 17.428571428571427, 19.142857142857142, 22.857142857142858, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.0, 0.0, 1.5714285714285714, 1.0, 0.7142857142857143, 3.2857142857142856, 0.0, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 0.5714285714285714, 1.0, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 1.7142857142857142, 3.7142857142857144, 1.4285714285714286 ], "type_event": [ 15, 10, 10, 10, 11, 10, 15, 11, 11, 10, 10, 11, 10, 10, 14, 14, 10, 1, 11, 10, 14, 10, 0, 14, 2, 14, 0, 15, 7, 7, 10, 0, 0, 10, 10, 10, 10, 7, 14, 10 ], "type_text": [ "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Books", "Books", "Home and Kitchen", "Books", "Books", "Movies and TV", "Movies and TV", "Books", "Tools and Home Improvement", "Home and Kitchen", "Books", "Movies and TV", "Books", "Other", "Movies and TV", "Pet Supplies", "Movies and TV", "Other", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Books", "Other", "Other", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Movies and TV", "Books" ], "description": "The sequence of product reviews shows a strong initial focus on Books, with multiple reviews submitted in the first few weeks. Clothing, Shoes and Jewelry, and Home and Kitchen categories also receive attention early on, particularly within the first two weeks. As time progresses, Movies and TV reviews start to appear around the three-week mark, indicating a shift in focus. Reviews for Grocery and Gourmet Food emerge later, around the 12-week mark, while other categories like Tools and Home Improvement and Pet Supplies are reviewed at various intervals throughout the sequence. Overall, the pattern suggests an early concentration on Books, followed by a gradual diversification into other categories over time." }, { "dim_process": 18, "seq_idx": 1716, "seq_len": 57, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.4285714285714284, 2.5714285714285716, 3.0, 3.857142857142857, 4.0, 4.285714285714286, 5.285714285714286, 5.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.714285714285714, 8.428571428571429, 8.428571428571429, 8.428571428571429, 8.714285714285714, 9.142857142857142, 9.571428571428571, 10.0, 10.428571428571429, 10.428571428571429, 10.571428571428571, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.714285714285714, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.142857142857142, 13.285714285714286, 13.714285714285714, 14.0, 14.142857142857142, 14.714285714285714, 16.142857142857142, 16.428571428571427, 16.857142857142858, 17.0, 18.0, 18.428571428571427, 20.285714285714285, 21.0, 21.285714285714285, 22.0, 22.714285714285715, 24.0, 24.285714285714285, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 1.0, 0.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.0, 0.42857142857142855, 1.8571428571428572, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 1.2857142857142858, 0.2857142857142857, 0.5714285714285714 ], "type_event": [ 15, 7, 15, 10, 10, 11, 10, 10, 9, 10, 10, 10, 10, 0, 11, 10, 7, 10, 10, 12, 4, 7, 10, 10, 10, 10, 2, 3, 2, 10, 10, 10, 10, 10, 15, 10, 10, 7, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 15, 10, 10, 9, 10, 10, 0, 4, 7 ], "type_text": [ "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Books", "Books", "Home and Kitchen", "Books", "Books", "Office Products", "Books", "Books", "Books", "Books", "Other", "Home and Kitchen", "Books", "Grocery and Gourmet Food", "Books", "Books", "Sports and Outdoors", "Electronics", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Pet Supplies", "Arts Crafts and Sewing", "Pet Supplies", "Books", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Office Products", "Books", "Books", "Other", "Electronics", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews shows a clear pattern of clustering around the \"Books\" category, which dominates the timeline, particularly after the initial weeks. The user begins with reviews in various categories such as Clothing, Grocery, and Home, but transitions to a strong focus on Books starting from week 1 and continuing through multiple weeks, with only occasional reviews in other categories. There are also notable clusters of Grocery and Gourmet Food reviews, particularly around weeks 0.14 and 12.14. Other categories, such as Electronics and Pet Supplies, appear sporadically, indicating that the user primarily engages with Books over time, while reviews in other categories are less frequent and often occur in clusters." }, { "dim_process": 18, "seq_idx": 1717, "seq_len": 50, "time_since_start": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.0, 1.2857142857142858, 2.4285714285714284, 2.7142857142857144, 3.142857142857143, 3.5714285714285716, 3.5714285714285716, 4.0, 5.0, 5.714285714285714, 5.857142857142857, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.428571428571429, 9.428571428571429, 9.714285714285714, 9.857142857142858, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.714285714285714, 12.857142857142858, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.571428571428571, 15.857142857142858, 17.142857142857142, 17.714285714285715, 18.0, 20.0, 21.571428571428573, 21.571428571428573, 21.571428571428573, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.0, 0.42857142857142855, 1.0, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.0, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 1.2857142857142858, 0.5714285714285714, 0.2857142857142857, 2.0, 1.5714285714285714, 0.0, 0.0, 3.857142857142857 ], "type_event": [ 10, 1, 10, 15, 10, 10, 10, 10, 10, 14, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 12, 4, 10, 10 ], "type_text": [ "Books", "Tools and Home Improvement", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Electronics", "Books", "Books" ], "description": "The sequence of product reviews begins with a diverse range of categories, including books, tools, clothing, and movies, within the first week. However, a significant trend emerges as the user predominantly reviews books, particularly from the second week onward, with a notable clustering of book reviews occurring in the following weeks. The reviews for other categories, such as sports and electronics, appear much later in the timeline, suggesting a strong preference for books throughout the majority of the review period. The sequence culminates with a final review of books after a sustained focus on this category." }, { "dim_process": 18, "seq_idx": 1718, "seq_len": 61, "time_since_start": [ 0.0, 0.14285714285714285, 1.0, 1.4285714285714286, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 3.5714285714285716, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.857142857142857, 5.285714285714286, 5.285714285714286, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 8.857142857142858, 9.428571428571429, 10.0, 10.571428571428571, 10.714285714285714, 10.857142857142858, 10.857142857142858, 11.142857142857142, 11.857142857142858, 12.142857142857142, 12.714285714285714, 13.0, 13.142857142857142, 13.285714285714286, 13.571428571428571, 13.857142857142858, 13.857142857142858, 14.428571428571429, 14.857142857142858, 15.285714285714286, 16.0, 16.142857142857142, 16.857142857142858, 17.142857142857142, 17.285714285714285, 18.0, 18.142857142857142, 18.428571428571427, 18.714285714285715, 19.0, 19.142857142857142, 19.285714285714285, 20.857142857142858, 21.571428571428573, 21.714285714285715, 22.142857142857142, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.5714285714285714, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted in this category throughout the timeline. Reviews for \"Books\" are clustered closely together, particularly in the initial weeks, with a notable concentration in the first 20 weeks. The \"Kindle Store\" reviews appear sporadically, primarily interspersed among the reviews for \"Books,\" indicating a minor but consistent interest in that category alongside the predominant focus on books. Overall, the trend indicates a sustained engagement with books over an extended period, with occasional reviews of the Kindle Store." }, { "dim_process": 18, "seq_idx": 1719, "seq_len": 42, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.0, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.0, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.571428571428571, 6.714285714285714, 6.857142857142857, 8.714285714285714, 9.571428571428571, 9.857142857142858, 10.142857142857142, 10.285714285714286, 11.142857142857142, 11.428571428571429, 12.0, 12.0, 12.714285714285714, 12.714285714285714, 12.857142857142858, 13.0, 15.571428571428571, 16.142857142857142, 16.714285714285715, 17.571428571428573, 22.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 2.5714285714285716, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 5.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time, particularly in the initial weeks. The reviews for \"Books\" cluster heavily in the first 17 weeks, with only a few instances of \"Kindle Store\" reviews interspersed, primarily occurring later in the sequence. The first \"Kindle Store\" review appears after several weeks of exclusively reviewing \"Books,\" indicating a shift in review focus that becomes more pronounced after the 6-week mark. Overall, the trend suggests a strong initial engagement with \"Books,\" followed by a gradual introduction of \"Kindle Store\" reviews as time progresses." }, { "dim_process": 18, "seq_idx": 1720, "seq_len": 43, "time_since_start": [ 0.0, 0.42857142857142855, 2.142857142857143, 2.7142857142857144, 3.4285714285714284, 4.285714285714286, 4.571428571428571, 5.142857142857143, 5.285714285714286, 6.857142857142857, 7.0, 7.0, 7.428571428571429, 7.428571428571429, 8.428571428571429, 8.428571428571429, 8.571428571428571, 8.571428571428571, 8.571428571428571, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.285714285714286, 10.571428571428571, 10.714285714285714, 10.714285714285714, 11.142857142857142, 11.714285714285714, 12.142857142857142, 13.285714285714286, 13.571428571428571, 14.571428571428571, 15.0, 15.428571428571429, 15.571428571428571, 15.571428571428571, 16.142857142857142, 16.857142857142858, 19.857142857142858, 21.428571428571427, 22.0, 22.428571428571427, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 1.7142857142857142, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 1.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 1.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.5714285714285714, 0.7142857142857143, 3.0, 1.5714285714285714, 0.5714285714285714, 0.42857142857142855, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 16, 10, 16, 10, 16, 17, 10, 10, 10, 10, 15, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 16, 8, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Cell Phones and Accessories", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Toys and Games", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple reviews submitted consistently throughout the timeline, especially in the earlier weeks. The \"Kindle Store\" category appears intermittently, often following or clustering around the reviews for \"Books.\" Other categories, such as \"Cell Phones and Accessories\" and \"Clothing Shoes and Jewelry,\" are reviewed less frequently and appear later in the sequence. Overall, the trend indicates a strong initial engagement with books, with occasional shifts to other categories, particularly the Kindle Store, before a slight diversification into other product types." }, { "dim_process": 18, "seq_idx": 1721, "seq_len": 60, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.8571428571428572, 2.0, 2.0, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 3.0, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.142857142857143, 4.428571428571429, 4.571428571428571, 5.0, 5.142857142857143, 6.142857142857143, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.857142857142858, 8.857142857142858, 9.571428571428571, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 11.0, 11.714285714285714, 12.714285714285714, 13.285714285714286, 13.857142857142858, 14.0, 14.142857142857142, 14.428571428571429, 14.714285714285714, 16.0, 16.571428571428573, 17.428571428571427, 17.428571428571427, 17.857142857142858, 17.857142857142858, 21.0, 21.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 1.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 1.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.5714285714285714, 0.8571428571428571, 0.0, 0.42857142857142855, 0.0, 3.142857142857143, 0.0 ], "type_event": [ 16, 10, 10, 10, 10, 16, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs consistently throughout the timeline, particularly in the earlier weeks. The \"Kindle Store\" reviews appear less frequently but tend to cluster around specific points, such as at the beginning and again in the later weeks. Notably, there is a significant concentration of reviews in the weeks leading up to the 10-week mark, with a gradual tapering off of activity as the sequence progresses. Overall, the user demonstrates a consistent engagement with \"Books,\" with intermittent reviews of the \"Kindle Store\" appearing at various intervals." }, { "dim_process": 18, "seq_idx": 1722, "seq_len": 46, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 1.0, 1.8571428571428572, 2.142857142857143, 3.5714285714285716, 4.0, 4.285714285714286, 5.0, 6.142857142857143, 6.571428571428571, 6.857142857142857, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.714285714285714, 8.857142857142858, 9.0, 9.428571428571429, 10.142857142857142, 10.285714285714286, 11.0, 11.285714285714286, 11.285714285714286, 12.0, 12.571428571428571, 13.285714285714286, 14.571428571428571, 15.142857142857142, 16.142857142857142, 16.571428571428573, 17.428571428571427, 17.571428571428573, 17.714285714285715, 17.857142857142858, 18.571428571428573, 18.714285714285715, 19.142857142857142, 20.0, 20.857142857142858, 22.428571428571427, 22.857142857142858, 23.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 1.4285714285714286, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.0, 0.7142857142857143, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858, 0.5714285714285714, 1.0, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 1.5714285714285714, 0.42857142857142855, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted over a span of time. Most reviews occur in clusters, particularly within the first few weeks, with a notable increase in frequency during the early stages. The \"Kindle Store\" reviews appear sporadically, primarily interspersed among the reviews for \"Books,\" suggesting that they are less frequent. Overall, the pattern indicates a strong preference for reviewing books, with a gradual spread of reviews over time and occasional diversification into the Kindle Store." }, { "dim_process": 18, "seq_idx": 1723, "seq_len": 60, "time_since_start": [ 0.0, 0.5714285714285714, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 2.0, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.0, 7.285714285714286, 7.857142857142857, 8.0, 8.142857142857142, 8.571428571428571, 9.428571428571429, 9.857142857142858, 10.142857142857142, 10.428571428571429, 11.0, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.428571428571429, 13.0, 13.571428571428571, 14.857142857142858, 15.0, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.428571428571427, 18.0, 18.142857142857142, 18.428571428571427, 19.142857142857142, 21.571428571428573, 21.714285714285715, 22.0, 22.142857142857142, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 1.2857142857142858, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 2.4285714285714284, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted primarily in the early weeks. The user begins with several reviews in the first few weeks, followed by a gradual increase in frequency, peaking around the 5 to 12-week mark. Reviews for the \"Kindle Store\" category appear less frequently, clustered around the 5.86 to 24.29-week range, indicating a secondary interest in this category. Overall, the timeline reflects a sustained engagement with books, with occasional reviews of Kindle Store products interspersed throughout." }, { "dim_process": 18, "seq_idx": 1724, "seq_len": 60, "time_since_start": [ 0.0, 0.42857142857142855, 0.5714285714285714, 1.0, 1.2857142857142858, 2.857142857142857, 3.0, 3.0, 3.5714285714285716, 3.857142857142857, 4.0, 4.285714285714286, 5.0, 5.142857142857143, 5.714285714285714, 6.0, 7.428571428571429, 8.142857142857142, 8.714285714285714, 8.857142857142858, 9.142857142857142, 9.428571428571429, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.285714285714286, 11.714285714285714, 12.571428571428571, 12.857142857142858, 13.0, 13.285714285714286, 13.428571428571429, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.857142857142858, 13.857142857142858, 14.0, 14.142857142857142, 14.571428571428571, 14.857142857142858, 15.0, 15.285714285714286, 15.571428571428571, 15.857142857142858, 16.571428571428573, 16.714285714285715, 17.142857142857142, 17.714285714285715, 18.0, 18.428571428571427, 19.142857142857142, 20.571428571428573, 21.0, 21.714285714285715, 21.857142857142858, 22.142857142857142, 25.285714285714285, 25.428571428571427 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 0.14285714285714285, 0.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.4285714285714286, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.4285714285714286, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 3.142857142857143, 0.14285714285714285 ], "type_event": [ 16, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 2, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 7, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 11, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 6, 10, 10, 10, 17, 16, 16, 10, 16, 10, 16 ], "type_text": [ "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Industrial and Scientific", "Books", "Books", "Books", "Cell Phones and Accessories", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the Kindle Store and Books within the first few weeks, indicating an early preference for digital content. As time progresses, there is a notable clustering of Book reviews, particularly between weeks 3 and 18, suggesting a sustained interest in this category. The Kindle Store reviews appear intermittently throughout the sequence, with some periods of increased activity. Other categories, such as Pet Supplies and Grocery and Gourmet Food, are reviewed less frequently and appear later in the timeline, while the user maintains a consistent engagement with Books over the entire period." }, { "dim_process": 18, "seq_idx": 1725, "seq_len": 45, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.0, 1.1428571428571428, 1.1428571428571428, 2.0, 2.7142857142857144, 2.857142857142857, 3.2857142857142856, 3.7142857142857144, 3.857142857142857, 5.285714285714286, 5.714285714285714, 5.857142857142857, 5.857142857142857, 6.142857142857143, 7.571428571428571, 8.142857142857142, 8.142857142857142, 8.714285714285714, 9.428571428571429, 9.714285714285714, 10.714285714285714, 11.0, 11.428571428571429, 11.714285714285714, 12.285714285714286, 13.428571428571429, 13.714285714285714, 14.714285714285714, 15.428571428571429, 16.142857142857142, 17.285714285714285, 18.285714285714285, 18.714285714285715, 21.285714285714285, 22.142857142857142, 22.285714285714285, 22.285714285714285, 23.285714285714285, 23.857142857142858, 23.857142857142858, 25.714285714285715, 25.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.0, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 0.14285714285714285, 0.0, 0.2857142857142857, 1.4285714285714286, 0.5714285714285714, 0.0, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 1.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.2857142857142857, 1.0, 0.7142857142857143, 0.7142857142857143, 1.1428571428571428, 1.0, 0.42857142857142855, 2.5714285714285716, 0.8571428571428571, 0.14285714285714285, 0.0, 1.0, 0.5714285714285714, 0.0, 1.8571428571428572, 0.0 ], "type_event": [ 10, 10, 10, 10, 15, 10, 10, 10, 10, 11, 10, 10, 10, 10, 11, 4, 10, 10, 10, 15, 12, 10, 10, 10, 10, 10, 10, 10, 12, 10, 10, 10, 10, 10, 7, 10, 10, 10, 8, 11, 12, 0, 10, 7, 2 ], "type_text": [ "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Home and Kitchen", "Electronics", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Toys and Games", "Home and Kitchen", "Sports and Outdoors", "Other", "Books", "Grocery and Gourmet Food", "Pet Supplies" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in quick succession during the initial weeks. As time progresses, there is a gradual introduction of other categories, such as \"Clothing Shoes and Jewelry,\" \"Home and Kitchen,\" and \"Electronics,\" primarily appearing in the first half of the timeline. The reviews for \"Books\" continue to dominate the sequence, with clusters of reviews occurring consistently throughout the timeline. Towards the later weeks, there is a slight increase in diversity with reviews for \"Grocery and Gourmet Food,\" \"Pet Supplies,\" and \"Toys and Games\" being added, indicating a shift in the user's review activity. Overall, the trend shows a consistent preference for \"Books\" while also exploring other categories intermittently." }, { "dim_process": 18, "seq_idx": 1726, "seq_len": 76, "time_since_start": [ 0.0, 0.8571428571428571, 2.0, 2.7142857142857144, 3.2857142857142856, 4.142857142857143, 4.571428571428571, 4.857142857142857, 5.0, 5.0, 5.285714285714286, 5.428571428571429, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.142857142857143, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.428571428571429, 9.0, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.571428571428571, 10.0, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.714285714285714, 11.857142857142858, 12.0, 12.428571428571429, 12.571428571428571, 13.0, 13.428571428571429, 13.571428571428571, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.285714285714286, 15.428571428571429, 15.714285714285714, 15.857142857142858, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.428571428571427, 17.571428571428573, 19.428571428571427, 22.857142857142858, 23.0, 24.285714285714285, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 1.1428571428571428, 0.7142857142857143, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 1.8571428571428572, 3.4285714285714284, 0.14285714285714285, 1.2857142857142858, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 16, 10, 16, 10, 16, 10, 16, 10, 10, 16, 16, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 16, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews for the \"Books\" category, which are submitted consistently throughout the timeline, particularly in the earlier weeks. The \"Kindle Store\" reviews begin to appear around the fifth week and increase in frequency, often clustering with \"Books\" reviews. Over time, there is a noticeable trend of alternating between \"Books\" and \"Kindle Store\" reviews, with significant clusters of \"Kindle Store\" reviews emerging in the later weeks, especially after the 15th week. Overall, the user demonstrates a consistent engagement with both categories, with a gradual increase in \"Kindle Store\" reviews as the sequence progresses." }, { "dim_process": 18, "seq_idx": 1727, "seq_len": 77, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.4285714285714284, 3.0, 3.142857142857143, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.0, 4.428571428571429, 4.571428571428571, 5.428571428571429, 5.571428571428571, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 6.857142857142857, 7.0, 7.142857142857143, 7.428571428571429, 7.428571428571429, 7.714285714285714, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.285714285714286, 9.428571428571429, 9.714285714285714, 10.142857142857142, 10.285714285714286, 10.714285714285714, 11.0, 11.142857142857142, 11.857142857142858, 12.428571428571429, 12.714285714285714, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.714285714285714, 14.857142857142858, 15.857142857142858, 16.0, 16.428571428571427, 16.571428571428573, 17.0, 17.0, 17.285714285714285, 17.428571428571427, 17.571428571428573, 17.857142857142858, 18.428571428571427, 18.857142857142858, 19.0, 19.142857142857142, 19.285714285714285, 19.428571428571427, 19.857142857142858, 20.142857142857142, 20.571428571428573, 21.142857142857142, 22.857142857142858, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.7142857142857142, 1.8571428571428572 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, which are submitted consistently throughout the timeline, especially in the initial weeks. There are occasional reviews for the Kindle Store, which appear sporadically, primarily clustered around weeks 6, 7, 17, and 19. The frequency of book reviews remains high and steady, with no significant gaps, while the Kindle Store reviews are less frequent and occur later in the sequence. Overall, the trend shows a strong emphasis on book reviews, with the Kindle Store reviews serving as minor additions at specific intervals." }, { "dim_process": 18, "seq_idx": 1728, "seq_len": 42, "time_since_start": [ 0.0, 0.8571428571428571, 1.0, 1.5714285714285714, 2.142857142857143, 3.142857142857143, 3.2857142857142856, 3.7142857142857144, 4.285714285714286, 4.857142857142857, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.428571428571429, 7.142857142857143, 8.0, 9.0, 9.142857142857142, 9.285714285714286, 9.571428571428571, 9.857142857142858, 11.857142857142858, 12.142857142857142, 13.0, 13.142857142857142, 14.142857142857142, 14.285714285714286, 15.428571428571429, 16.142857142857142, 16.285714285714285, 16.857142857142858, 17.285714285714285, 18.142857142857142, 19.0, 19.142857142857142, 19.857142857142858, 20.142857142857142, 21.0, 21.857142857142858, 22.571428571428573, 23.142857142857142, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 2.0, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 1.0, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.7142857142857143, 0.5714285714285714, 1.1428571428571428 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of reviews focused solely on books, with no variation in category throughout the timeline. Reviews are submitted at regular intervals, particularly clustered within the first 20 weeks. After this initial period, the frequency of submissions appears to decrease, with a notable gap before the last few reviews are submitted. Overall, the trend indicates a sustained engagement with book reviews early on, followed by a gradual tapering off in frequency over time." }, { "dim_process": 18, "seq_idx": 1729, "seq_len": 53, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.0, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 3.0, 3.142857142857143, 3.4285714285714284, 4.142857142857143, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.0, 6.142857142857143, 6.571428571428571, 6.714285714285714, 7.142857142857143, 7.428571428571429, 8.285714285714286, 10.0, 10.142857142857142, 10.428571428571429, 10.571428571428571, 10.714285714285714, 11.142857142857142, 11.428571428571429, 12.0, 12.571428571428571, 12.857142857142858, 13.142857142857142, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.142857142857142, 15.714285714285714, 16.285714285714285, 16.428571428571427, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.857142857142858, 19.142857142857142, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 1.7142857142857142, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 6.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a majority of reviews submitted over a prolonged period. Most reviews occur in the early weeks, with a notable concentration of submissions within the first 18 weeks. There is a single review for the \"Kindle Store\" category at week 3, but the trend quickly returns to books, with the last review occurring at week 25. Overall, the pattern indicates a sustained interest in books throughout the sequence, with no significant clustering of reviews in any other category." }, { "dim_process": 18, "seq_idx": 1730, "seq_len": 46, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 0.8571428571428571, 3.142857142857143, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 4.0, 6.857142857142857, 6.857142857142857, 6.857142857142857, 6.857142857142857, 7.0, 7.0, 7.0, 7.428571428571429, 7.428571428571429, 7.428571428571429, 7.857142857142857, 7.857142857142857, 8.857142857142858, 8.857142857142858, 8.857142857142858, 8.857142857142858, 11.0, 11.0, 11.428571428571429, 12.285714285714286, 19.857142857142858, 19.857142857142858, 19.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 2.2857142857142856, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 2.857142857142857, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.42857142857142855, 0.0, 1.0, 0.0, 0.0, 0.0, 2.142857142857143, 0.0, 0.42857142857142855, 0.8571428571428571, 7.571428571428571, 0.0, 0.0 ], "type_event": [ 16, 15, 10, 8, 14, 14, 10, 16, 0, 11, 14, 8, 10, 14, 0, 16, 10, 9, 8, 4, 3, 14, 14, 8, 6, 10, 11, 8, 10, 16, 14, 10, 8, 10, 16, 14, 10, 8, 16, 10, 14, 10, 14, 8, 0, 10 ], "type_text": [ "Kindle Store", "Clothing Shoes and Jewelry", "Books", "Toys and Games", "Movies and TV", "Movies and TV", "Books", "Kindle Store", "Other", "Home and Kitchen", "Movies and TV", "Toys and Games", "Books", "Movies and TV", "Other", "Kindle Store", "Books", "Office Products", "Toys and Games", "Electronics", "Arts Crafts and Sewing", "Movies and TV", "Movies and TV", "Toys and Games", "Industrial and Scientific", "Books", "Home and Kitchen", "Toys and Games", "Books", "Kindle Store", "Movies and TV", "Books", "Toys and Games", "Books", "Kindle Store", "Movies and TV", "Books", "Toys and Games", "Kindle Store", "Books", "Movies and TV", "Books", "Movies and TV", "Toys and Games", "Other", "Books" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted within the first week, with a notable concentration on Movies and TV, Books, and Toys and Games. As time progresses, there is a consistent pattern of reviews for Movies and TV, which occur frequently throughout the timeline, particularly at the beginning and later stages. The review activity shows clusters of Toys and Games and Books around the 6 to 8-week mark, followed by a resurgence of Movies and TV reviews around the 12-week point. Towards the end of the sequence, there is a notable gap before the user returns to review Toys and Games, Other, and Books again at the 19-week mark." }, { "dim_process": 18, "seq_idx": 1731, "seq_len": 63, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.0, 1.1428571428571428, 1.7142857142857142, 1.8571428571428572, 2.0, 2.7142857142857144, 3.0, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.714285714285714, 4.857142857142857, 5.857142857142857, 6.0, 7.714285714285714, 7.857142857142857, 8.0, 9.0, 9.142857142857142, 9.714285714285714, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.285714285714286, 12.714285714285714, 13.0, 14.142857142857142, 14.714285714285714, 14.857142857142858, 15.0, 15.142857142857142, 15.428571428571429, 16.0, 16.142857142857142, 16.285714285714285, 17.0, 17.714285714285715, 17.857142857142858, 18.285714285714285, 19.285714285714285, 19.571428571428573, 19.857142857142858, 21.285714285714285, 22.0, 22.142857142857142, 23.285714285714285, 23.857142857142858, 24.0, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 1.0, 0.14285714285714285, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 1.0, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of submissions primarily focused on books, with the reviews occurring at regular intervals over time. Initially, there is a dense cluster of reviews within the first few weeks, followed by a gradual increase in the frequency of reviews as time progresses. The reviews continue to be submitted steadily, with notable clusters appearing around the 12 to 24-week mark, indicating sustained engagement with the book category throughout the observed period. Overall, the timeline reflects a sustained interest in books, with no diversification into other categories." }, { "dim_process": 18, "seq_idx": 1732, "seq_len": 85, "time_since_start": [ 0.0, 0.0, 0.0, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.7142857142857142, 2.0, 2.5714285714285716, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 5.571428571428571, 5.714285714285714, 6.0, 7.285714285714286, 8.571428571428571, 8.571428571428571, 9.0, 9.0, 9.285714285714286, 9.428571428571429, 10.0, 10.142857142857142, 10.571428571428571, 10.571428571428571, 11.428571428571429, 14.142857142857142, 14.285714285714286, 14.285714285714286, 14.714285714285714, 14.714285714285714, 14.714285714285714, 14.714285714285714, 14.714285714285714, 14.857142857142858, 15.428571428571429, 15.428571428571429, 15.857142857142858, 16.0, 16.0, 16.857142857142858, 17.285714285714285, 17.428571428571427, 17.428571428571427, 17.857142857142858, 17.857142857142858, 17.857142857142858, 17.857142857142858, 17.857142857142858, 18.285714285714285, 18.285714285714285, 18.285714285714285, 18.428571428571427, 18.428571428571427, 19.0, 19.0, 19.0, 19.428571428571427, 19.714285714285715, 19.714285714285715, 19.714285714285715, 20.0, 20.142857142857142, 20.142857142857142, 20.142857142857142, 20.714285714285715, 21.285714285714285, 22.142857142857142, 23.285714285714285, 23.428571428571427, 23.428571428571427, 23.428571428571427, 23.428571428571427, 23.714285714285715, 23.714285714285715, 24.142857142857142, 24.571428571428573, 24.714285714285715, 25.0, 25.0, 25.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 1.1428571428571428, 0.0, 0.0, 1.8571428571428572, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 1.2857142857142858, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.0, 0.8571428571428571, 2.7142857142857144, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 0.0, 0.42857142857142855, 0.14285714285714285, 0.0, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 1.1428571428571428, 0.14285714285714285, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.0 ], "type_event": [ 9, 11, 5, 9, 13, 9, 6, 12, 13, 12, 12, 12, 9, 13, 15, 12, 12, 12, 12, 7, 12, 12, 5, 6, 6, 11, 12, 6, 12, 12, 11, 12, 11, 12, 13, 11, 9, 7, 11, 4, 15, 12, 15, 7, 4, 5, 5, 12, 11, 12, 13, 4, 17, 4, 17, 5, 11, 12, 12, 17, 5, 4, 5, 12, 4, 4, 13, 4, 7, 7, 1, 1, 1, 0, 12, 5, 13, 13, 4, 15, 1, 12, 12, 1, 11 ], "type_text": [ "Office Products", "Home and Kitchen", "Automotive", "Office Products", "Patio Lawn and Garden", "Office Products", "Industrial and Scientific", "Sports and Outdoors", "Patio Lawn and Garden", "Sports and Outdoors", "Sports and Outdoors", "Sports and Outdoors", "Office Products", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Sports and Outdoors", "Sports and Outdoors", "Sports and Outdoors", "Grocery and Gourmet Food", "Sports and Outdoors", "Sports and Outdoors", "Automotive", "Industrial and Scientific", "Industrial and Scientific", "Home and Kitchen", "Sports and Outdoors", "Industrial and Scientific", "Sports and Outdoors", "Sports and Outdoors", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Sports and Outdoors", "Patio Lawn and Garden", "Home and Kitchen", "Office Products", "Grocery and Gourmet Food", "Home and Kitchen", "Electronics", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Electronics", "Automotive", "Automotive", "Sports and Outdoors", "Home and Kitchen", "Sports and Outdoors", "Patio Lawn and Garden", "Electronics", "Cell Phones and Accessories", "Electronics", "Cell Phones and Accessories", "Automotive", "Home and Kitchen", "Sports and Outdoors", "Sports and Outdoors", "Cell Phones and Accessories", "Automotive", "Electronics", "Automotive", "Sports and Outdoors", "Electronics", "Electronics", "Patio Lawn and Garden", "Electronics", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Other", "Sports and Outdoors", "Automotive", "Patio Lawn and Garden", "Patio Lawn and Garden", "Electronics", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Sports and Outdoors", "Sports and Outdoors", "Tools and Home Improvement", "Home and Kitchen" ], "description": "The sequence of product reviews shows a diverse range of categories, with a notable emphasis on \"Sports and Outdoors,\" which appears frequently throughout the timeline, particularly in the early stages and clusters around the 1 to 10-week mark. \"Office Products\" and \"Home and Kitchen\" reviews are also prominent, occurring consistently in the first few weeks and again later. The reviews for \"Automotive\" and \"Electronics\" begin to increase in frequency after the 17-week mark, indicating a shift in focus. Additionally, \"Tools and Home Improvement\" reviews appear later in the sequence, particularly around the 21 to 25-week timeframe, suggesting a gradual diversification of interests over time." }, { "dim_process": 18, "seq_idx": 1733, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 0.7142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.142857142857143, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.0, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 10.0, 10.0, 10.0, 10.0, 14.857142857142858, 14.857142857142858, 14.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 0.0, 0.0, 0.0, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 1.2857142857142858, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 5.714285714285714, 0.0, 0.0, 0.0, 4.857142857142857, 0.0, 0.0 ], "type_event": [ 15, 10, 10, 10, 1, 4, 15, 12, 11, 11, 8, 15, 5, 4, 2, 12, 15, 11, 17, 14, 1, 10, 7, 9, 8, 4, 6, 1, 15, 5, 17, 12, 9, 13, 12, 4, 9, 10, 17, 12, 15 ], "type_text": [ "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Tools and Home Improvement", "Electronics", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Home and Kitchen", "Toys and Games", "Clothing Shoes and Jewelry", "Automotive", "Electronics", "Pet Supplies", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Home and Kitchen", "Cell Phones and Accessories", "Movies and TV", "Tools and Home Improvement", "Books", "Grocery and Gourmet Food", "Office Products", "Toys and Games", "Electronics", "Industrial and Scientific", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Automotive", "Cell Phones and Accessories", "Sports and Outdoors", "Office Products", "Patio Lawn and Garden", "Sports and Outdoors", "Electronics", "Office Products", "Books", "Cell Phones and Accessories", "Sports and Outdoors", "Clothing Shoes and Jewelry" ], "description": "The sequence of product reviews shows a concentrated initial activity within the first few weeks, particularly in the categories of Books and Clothing Shoes and Jewelry. Following this, there is a notable clustering of reviews around the two-week mark, where multiple categories are represented, including Home and Kitchen and Electronics. As time progresses, reviews become more sporadic, with a significant number of reviews occurring around the four-week mark, covering a wide array of categories. The trend continues with fewer reviews at longer intervals, with the last set of reviews occurring around the 15-week mark, primarily in Sports and Outdoors and Cell Phones and Accessories. Overall, the sequence indicates an initial burst of activity that gradually tapers off over time." }, { "dim_process": 18, "seq_idx": 1734, "seq_len": 49, "time_since_start": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 1.1428571428571428, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 3.0, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.285714285714286, 5.571428571428571, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.571428571428571, 7.714285714285714, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.142857142857142, 10.428571428571429, 10.428571428571429, 11.714285714285714, 11.857142857142858, 12.428571428571429, 13.285714285714286, 16.285714285714285, 16.857142857142858, 17.0, 17.142857142857142, 17.428571428571427, 17.714285714285715, 18.571428571428573, 18.857142857142858, 19.142857142857142, 19.571428571428573, 22.571428571428573 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.2857142857142857, 0.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 1.2857142857142858, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 3.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 3.0 ], "type_event": [ 10, 14, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 14, 10, 10, 14, 14, 10, 0, 14, 10, 14, 10, 10, 10, 10, 14, 10, 10, 10, 14, 14, 10, 14, 10, 10, 14, 14, 14, 10, 14, 14, 14, 14, 14, 10 ], "type_text": [ "Books", "Movies and TV", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Movies and TV", "Movies and TV", "Books", "Other", "Movies and TV", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Books", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Books", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Books" ], "description": "The sequence of product reviews shows a strong initial focus on the \"Books\" category, with multiple reviews submitted in the first few weeks. As time progresses, there is a noticeable increase in reviews for \"Movies and TV,\" particularly around the 4-week mark and continuing through to the 19-week mark. Reviews for \"Books\" remain prevalent throughout the entire sequence, with a few clusters appearing after the initial surge. Additionally, there is a brief mention of \"Other\" in week 6, but it does not significantly impact the overall trend, which is characterized by a gradual shift from predominantly \"Books\" to a more balanced mix with \"Movies and TV\" as time advances." }, { "dim_process": 18, "seq_idx": 1735, "seq_len": 44, "time_since_start": [ 0.0, 0.5714285714285714, 1.2857142857142858, 1.5714285714285714, 2.142857142857143, 2.4285714285714284, 2.5714285714285716, 3.0, 3.142857142857143, 5.142857142857143, 5.714285714285714, 5.857142857142857, 6.857142857142857, 7.857142857142857, 8.428571428571429, 10.857142857142858, 11.0, 11.285714285714286, 11.714285714285714, 12.142857142857142, 12.428571428571429, 13.285714285714286, 13.428571428571429, 13.714285714285714, 13.714285714285714, 14.0, 14.428571428571429, 14.714285714285714, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.714285714285715, 17.0, 17.285714285714285, 18.142857142857142, 18.285714285714285, 18.571428571428573, 18.714285714285715, 20.0, 20.857142857142858, 21.571428571428573, 23.857142857142858, 24.285714285714285, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 2.0, 0.5714285714285714, 0.14285714285714285, 1.0, 1.0, 0.5714285714285714, 2.4285714285714284, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.8571428571428571, 0.7142857142857143, 2.2857142857142856, 0.42857142857142855, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 16, 16, 10, 10, 10, 10, 16, 10, 16, 10, 16, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, with multiple reviews submitted in the first few weeks. As time progresses, there is a gradual introduction of reviews for the \"Kindle Store,\" which begins to cluster around the 2-week mark and continues to increase in frequency. Over the course of the timeline, reviews for \"Books\" remain consistently present, with a notable resurgence in frequency around the 15-week mark, while \"Kindle Store\" reviews tend to cluster more heavily in the latter part of the sequence. Overall, the pattern shows an initial dominance of book reviews, followed by a growing engagement with the Kindle Store as time advances." }, { "dim_process": 18, "seq_idx": 1736, "seq_len": 43, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.1428571428571428, 2.0, 3.142857142857143, 3.142857142857143, 3.142857142857143, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 5.428571428571429, 5.571428571428571, 5.571428571428571, 5.571428571428571, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.571428571428571, 6.571428571428571, 7.571428571428571, 8.142857142857142, 8.142857142857142, 9.142857142857142, 9.142857142857142, 12.285714285714286, 12.285714285714286, 13.142857142857142, 13.714285714285714, 14.285714285714286, 14.285714285714286 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.1428571428571428, 0.8571428571428571, 1.1428571428571428, 0.0, 0.0, 1.1428571428571428, 0.0, 0.0, 0.0, 1.1428571428571428, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.0, 0.0, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.5714285714285714, 0.0, 1.0, 0.0, 3.142857142857143, 0.0, 0.8571428571428571, 0.5714285714285714, 0.5714285714285714, 0.0 ], "type_event": [ 17, 1, 10, 15, 7, 12, 2, 11, 1, 0, 11, 13, 1, 7, 11, 13, 12, 11, 13, 11, 1, 1, 6, 9, 11, 11, 2, 15, 13, 11, 7, 9, 13, 11, 6, 15, 11, 0, 15, 15, 15, 2, 1 ], "type_text": [ "Cell Phones and Accessories", "Tools and Home Improvement", "Books", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Sports and Outdoors", "Pet Supplies", "Home and Kitchen", "Tools and Home Improvement", "Other", "Home and Kitchen", "Patio Lawn and Garden", "Tools and Home Improvement", "Grocery and Gourmet Food", "Home and Kitchen", "Patio Lawn and Garden", "Sports and Outdoors", "Home and Kitchen", "Patio Lawn and Garden", "Home and Kitchen", "Tools and Home Improvement", "Tools and Home Improvement", "Industrial and Scientific", "Office Products", "Home and Kitchen", "Home and Kitchen", "Pet Supplies", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Home and Kitchen", "Grocery and Gourmet Food", "Office Products", "Patio Lawn and Garden", "Home and Kitchen", "Industrial and Scientific", "Clothing Shoes and Jewelry", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Pet Supplies", "Tools and Home Improvement" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted in the initial week, with all reviews occurring at the same time. As time progresses, there is a noticeable increase in reviews for specific categories, particularly Tools and Home Improvement, Home and Kitchen, and Patio Lawn and Garden, which appear multiple times within a few weeks. Reviews for Clothing Shoes and Jewelry start to cluster around weeks 9 to 14, indicating a later focus on this category. Overall, there is a trend of increased review activity over time, with certain categories becoming more prominent in the mid to later weeks." }, { "dim_process": 18, "seq_idx": 1737, "seq_len": 59, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 1.4285714285714286, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 4.142857142857143, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.142857142857143, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.857142857142858, 10.142857142857142, 10.285714285714286, 10.571428571428571, 11.571428571428571, 11.714285714285714, 14.0, 14.142857142857142, 14.142857142857142, 14.285714285714286, 14.285714285714286, 14.428571428571429, 15.571428571428571, 15.714285714285714, 15.857142857142858, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.571428571428573, 17.714285714285715, 19.0, 19.142857142857142, 20.428571428571427, 20.571428571428573, 21.571428571428573, 24.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 2.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.0, 0.14285714285714285, 2.2857142857142856, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 1.2857142857142858, 0.14285714285714285, 1.0, 2.4285714285714284 ], "type_event": [ 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 16, 16, 16, 16, 16, 10, 16, 16, 16, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a clear pattern of frequent book reviews, particularly concentrated in the initial weeks. The user primarily submits reviews for books in the early stages, with a notable increase in frequency between weeks 2 and 5. Reviews for the Kindle Store appear sporadically throughout the timeline, particularly clustered towards the later weeks, especially after week 8. As time progresses, the user continues to submit a majority of book reviews while the Kindle Store reviews become more prevalent in the later part of the sequence. Overall, book reviews dominate the early and middle periods, while Kindle Store reviews increase in frequency towards the end." }, { "dim_process": 18, "seq_idx": 1738, "seq_len": 51, "time_since_start": [ 0.0, 0.42857142857142855, 1.1428571428571428, 1.5714285714285714, 2.2857142857142856, 2.4285714285714284, 3.0, 3.5714285714285716, 4.285714285714286, 4.428571428571429, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.428571428571429, 7.571428571428571, 8.142857142857142, 9.142857142857142, 9.428571428571429, 9.857142857142858, 11.0, 11.285714285714286, 11.428571428571429, 11.857142857142858, 12.0, 12.428571428571429, 12.714285714285714, 12.714285714285714, 13.428571428571429, 14.142857142857142, 14.285714285714286, 14.714285714285714, 15.714285714285714, 16.0, 16.142857142857142, 16.285714285714285, 16.714285714285715, 16.857142857142858, 17.285714285714285, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.0, 18.714285714285715, 19.428571428571427, 19.857142857142858, 20.428571428571427, 22.571428571428573, 23.142857142857142, 23.714285714285715, 23.857142857142858 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 1.0, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 1.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 2.142857142857143, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a single instance of a review for the Kindle Store. The reviews are submitted consistently over time, with a notable concentration of reviews occurring within the first 20 weeks. After this initial period, the frequency of reviews appears to decrease, with reviews continuing at a slower pace up to week 24. The reviews are primarily clustered around the earlier weeks, indicating a trend of more frequent engagement at the start of the review period." }, { "dim_process": 18, "seq_idx": 1739, "seq_len": 43, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.1428571428571428, 2.0, 2.142857142857143, 2.5714285714285716, 2.7142857142857144, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.571428571428571, 5.0, 5.857142857142857, 6.0, 7.142857142857143, 8.0, 9.0, 10.0, 10.285714285714286, 10.571428571428571, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.428571428571429, 12.0, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.0, 14.857142857142858, 16.857142857142858, 17.142857142857142, 17.714285714285715, 19.0, 20.142857142857142, 21.428571428571427, 23.142857142857142, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 1.1428571428571428, 0.8571428571428571, 1.0, 1.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.8571428571428572, 2.0, 0.2857142857142857, 0.5714285714285714, 1.2857142857142858, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted at regular intervals over a period of time. There is a notable cluster of reviews occurring in the early weeks, particularly within the first 12 weeks, followed by a gradual increase in intervals between reviews as time progresses. The only deviation from the predominant \"Books\" category is a review for the \"Kindle Store,\" which occurs around the 11-week mark, indicating a slight diversification in review focus at that point. Overall, the trend reflects a sustained interest in books throughout the observed period, with a consistent frequency of reviews primarily concentrated in the initial weeks." }, { "dim_process": 18, "seq_idx": 1740, "seq_len": 67, "time_since_start": [ 0.0, 0.42857142857142855, 2.857142857142857, 4.0, 4.142857142857143, 4.714285714285714, 4.857142857142857, 5.285714285714286, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.0, 10.571428571428571, 11.0, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.0, 12.285714285714286, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 13.428571428571429, 13.857142857142858, 14.0, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.0, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.285714285714285, 16.571428571428573, 16.714285714285715, 17.142857142857142, 17.285714285714285, 17.285714285714285, 19.0, 19.142857142857142, 19.285714285714285, 19.428571428571427, 20.285714285714285, 20.428571428571427, 20.714285714285715, 21.428571428571427, 21.857142857142858, 22.0, 22.714285714285715, 23.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 2.4285714285714284, 1.1428571428571428, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 16, 10, 10, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews for books, which dominate the early and middle periods of the timeline. Reviews for the Kindle Store begin to appear around the 8-week mark and increase in frequency towards the later weeks, indicating a gradual shift in focus. Throughout the sequence, book reviews consistently occur in clusters, particularly in the first 20 weeks, while Kindle Store reviews are more sporadic and tend to appear after the initial book reviews. Overall, there is a clear trend of sustained engagement with books, with Kindle Store reviews emerging later in the timeline." }, { "dim_process": 18, "seq_idx": 1741, "seq_len": 47, "time_since_start": [ 0.0, 0.7142857142857143, 1.7142857142857142, 2.142857142857143, 2.7142857142857144, 3.2857142857142856, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.714285714285714, 5.571428571428571, 5.714285714285714, 6.0, 6.142857142857143, 6.285714285714286, 6.571428571428571, 6.857142857142857, 7.428571428571429, 7.857142857142857, 8.0, 8.142857142857142, 8.714285714285714, 9.571428571428571, 9.714285714285714, 9.714285714285714, 10.428571428571429, 10.857142857142858, 11.142857142857142, 11.428571428571429, 12.0, 12.142857142857142, 12.142857142857142, 12.714285714285714, 13.714285714285714, 14.0, 15.0, 15.142857142857142, 16.428571428571427, 16.714285714285715, 17.571428571428573, 17.714285714285715, 18.857142857142858, 21.857142857142858, 23.571428571428573, 24.142857142857142, 25.0 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 1.0, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.0, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.5714285714285714, 1.0, 0.2857142857142857, 1.0, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 1.1428571428571428, 3.0, 1.7142857142857142, 0.5714285714285714, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews in the \"Books\" category, which are submitted consistently throughout the timeline, with a notable concentration in the earlier weeks. There are a few instances of reviews in the \"Kindle Store,\" which occur intermittently and primarily after several weeks of reviewing books. The reviews in the \"Books\" category show a gradual increase in frequency, with clusters of reviews appearing at various points, particularly around the 0 to 18-week mark, before tapering off slightly in the later weeks. Overall, the pattern indicates a strong focus on books, with Kindle Store reviews appearing less frequently and primarily following periods of book reviews." }, { "dim_process": 18, "seq_idx": 1742, "seq_len": 42, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.285714285714286, 4.428571428571429, 5.285714285714286, 5.285714285714286, 6.857142857142857, 6.857142857142857, 12.714285714285714, 12.714285714285714, 19.857142857142858, 19.857142857142858, 19.857142857142858, 19.857142857142858, 19.857142857142858, 19.857142857142858, 19.857142857142858, 22.285714285714285, 22.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.857142857142857, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 1.5714285714285714, 0.0, 5.857142857142857, 0.0, 7.142857142857143, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.4285714285714284, 0.0, 3.0 ], "type_event": [ 1, 12, 4, 11, 9, 5, 6, 1, 15, 13, 12, 11, 10, 9, 7, 6, 17, 4, 5, 3, 7, 15, 4, 9, 3, 4, 9, 4, 4, 1, 12, 11, 1, 5, 4, 9, 15, 12, 11, 12, 13, 4 ], "type_text": [ "Tools and Home Improvement", "Sports and Outdoors", "Electronics", "Home and Kitchen", "Office Products", "Automotive", "Industrial and Scientific", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Sports and Outdoors", "Home and Kitchen", "Books", "Office Products", "Grocery and Gourmet Food", "Industrial and Scientific", "Cell Phones and Accessories", "Electronics", "Automotive", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Electronics", "Office Products", "Arts Crafts and Sewing", "Electronics", "Office Products", "Electronics", "Electronics", "Tools and Home Improvement", "Sports and Outdoors", "Home and Kitchen", "Tools and Home Improvement", "Automotive", "Electronics", "Office Products", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Sports and Outdoors", "Patio Lawn and Garden", "Electronics" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted simultaneously in the initial week, including Tools and Home Improvement, Sports and Outdoors, and Electronics. After this initial cluster, a second wave of reviews occurs around 0.43 weeks, featuring a broader selection of categories, indicating an increase in review activity. A notable gap follows, with another set of reviews appearing around 4.29 weeks, primarily in Grocery and Gourmet Food and Clothing Shoes and Jewelry, before a more sustained focus on Electronics emerges in subsequent weeks. The final reviews are concentrated around 19.86 weeks, where multiple categories, including Tools and Home Improvement and Automotive, are revisited, followed by a few additional reviews in the later weeks. Overall, there is a pattern of clustered reviews early on, followed by longer intervals between submissions, with a recurring emphasis on Electronics and Tools and Home Improvement throughout the sequence." }, { "dim_process": 18, "seq_idx": 1743, "seq_len": 171, "time_since_start": [ 0.0, 0.0, 0.2857142857142857, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 1.5714285714285714, 1.5714285714285714, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 1.8571428571428572, 2.0, 2.0, 2.0, 2.0, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.4285714285714284, 2.7142857142857144, 2.7142857142857144, 2.857142857142857, 2.857142857142857, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 3.857142857142857, 3.857142857142857, 4.285714285714286, 4.285714285714286, 4.857142857142857, 4.857142857142857, 4.857142857142857, 5.285714285714286, 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Jewelry", "Sports and Outdoors", "Sports and Outdoors", "Books", "Home and Kitchen", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Toys and Games", "Grocery and Gourmet Food", "Tools and Home Improvement", "Office Products", "Sports and Outdoors", "Books", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Tools and Home Improvement", "Toys and Games", "Office Products", "Books", "Pet Supplies", "Office Products", "Tools and Home Improvement", "Tools and Home Improvement", "Sports and Outdoors", "Office Products", "Sports and Outdoors", "Other", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Pet Supplies", "Cell Phones and Accessories", "Arts Crafts and Sewing", "Books", "Office Products", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Books", "Books", "Office Products", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Toys and Games", "Home and Kitchen", "Books", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Grocery and Gourmet Food", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Grocery and Gourmet Food", "Home and Kitchen", "Other", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Toys and Games", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Toys and Games", "Home and Kitchen", "Sports and Outdoors", "Sports and Outdoors", "Pet Supplies", "Grocery and Gourmet Food", "Home and Kitchen", "Tools and Home Improvement", "Sports and Outdoors", "Sports and Outdoors", "Home and Kitchen", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Home and Kitchen", "Electronics", "Home and Kitchen", "Books", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Home and Kitchen", "Tools and Home Improvement", "Home and Kitchen", "Toys and Games" ], "description": "The sequence of product reviews shows a diverse range of categories with a noticeable clustering of reviews around certain types. Initially, reviews for Clothing, Sports, and Toys appear early in the timeline, with Tools and Home Improvement following shortly after. As time progresses, there is a consistent pattern of reviews for Sports and Outdoors, which frequently recur throughout the timeline, often alongside Home and Kitchen items. Additionally, there is a significant presence of Clothing reviews that appear at various intervals, particularly in the later weeks, indicating a sustained interest in that category. Overall, the sequence reflects a mix of categories with certain types, such as Sports and Clothing, being more prominent and recurring over time." }, { "dim_process": 18, "seq_idx": 1744, "seq_len": 61, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.4285714285714286, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.142857142857143, 3.5714285714285716, 4.857142857142857, 4.857142857142857, 5.0, 5.285714285714286, 5.571428571428571, 5.714285714285714, 6.285714285714286, 6.714285714285714, 7.142857142857143, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.714285714285714, 9.0, 9.428571428571429, 9.857142857142858, 10.0, 10.285714285714286, 10.285714285714286, 11.0, 11.142857142857142, 11.142857142857142, 11.285714285714286, 12.0, 12.142857142857142, 12.285714285714286, 12.571428571428571, 12.857142857142858, 13.0, 13.714285714285714, 13.857142857142858, 14.285714285714286, 14.857142857142858, 15.0, 15.142857142857142, 15.428571428571429, 15.714285714285714, 16.0, 16.285714285714285, 16.571428571428573, 16.714285714285715, 16.857142857142858, 17.0, 17.142857142857142, 17.714285714285715, 18.0, 18.0, 18.142857142857142, 18.428571428571427, 19.285714285714285, 20.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books" ], "description": "The sequence of product reviews predominantly features the \"Books\" category, which is the most frequently reviewed category throughout the entire timeline. Reviews for \"Books\" begin at the start of the sequence and continue consistently, with a notable clustering of reviews occurring in the early weeks. The \"Kindle Store\" category appears less frequently and is primarily concentrated in the later weeks, with multiple entries occurring around the 4 to 18-week mark. Overall, the trend shows a strong emphasis on \"Books\" with intermittent reviews of the \"Kindle Store\" as time progresses." }, { "dim_process": 18, "seq_idx": 1745, "seq_len": 81, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 1.0, 1.4285714285714286, 1.8571428571428572, 2.0, 2.4285714285714284, 3.0, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 4.857142857142857, 5.0, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.857142857142857, 8.0, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.428571428571429, 9.571428571428571, 10.0, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.0, 11.142857142857142, 11.857142857142858, 12.0, 12.142857142857142, 12.285714285714286, 13.0, 13.142857142857142, 13.428571428571429, 13.714285714285714, 13.857142857142858, 14.0, 14.285714285714286, 14.857142857142858, 15.0, 15.0, 15.142857142857142, 16.0, 16.285714285714285, 16.571428571428573, 16.714285714285715, 17.0, 17.857142857142858, 18.0, 18.428571428571427, 18.571428571428573, 18.714285714285715, 18.857142857142858, 19.0, 19.285714285714285, 19.428571428571427, 20.0, 20.571428571428573, 21.0, 21.142857142857142, 21.714285714285715, 22.0, 23.0, 24.0, 24.428571428571427, 25.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.0, 1.0, 0.42857142857142855, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted at regular intervals over a span of several weeks. There is a notable transition to include reviews for the \"Kindle Store\" category at two points, specifically around the 15-week mark and again at the 21-week mark. The frequency of reviews appears to cluster heavily in the earlier weeks, with a gradual continuation of submissions into the later weeks, maintaining a steady rhythm throughout the observed period." }, { "dim_process": 18, "seq_idx": 1746, "seq_len": 47, "time_since_start": [ 0.0, 0.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.857142857142857, 3.2857142857142856, 3.7142857142857144, 4.571428571428571, 5.428571428571429, 5.571428571428571, 6.0, 6.142857142857143, 6.428571428571429, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.571428571428571, 7.714285714285714, 9.857142857142858, 9.857142857142858, 10.0, 10.285714285714286, 10.428571428571429, 10.571428571428571, 11.142857142857142, 11.142857142857142, 12.571428571428571, 13.142857142857142, 13.571428571428571, 13.714285714285714, 13.714285714285714, 14.285714285714286, 14.857142857142858, 15.0, 15.142857142857142, 15.285714285714286, 15.428571428571429, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 16.571428571428573, 16.714285714285715, 17.285714285714285, 19.0, 20.142857142857142 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 2.142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 1.4285714285714286, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.7142857142857142, 1.1428571428571428 ], "type_event": [ 10, 13, 13, 13, 0, 10, 12, 2, 8, 8, 7, 0, 8, 0, 3, 7, 0, 8, 0, 0, 0, 0, 10, 9, 0, 7, 10, 5, 0, 7, 0, 0, 8, 7, 0, 14, 4, 8, 8, 8, 4, 8, 8, 8, 9, 15, 0 ], "type_text": [ "Books", "Patio Lawn and Garden", "Patio Lawn and Garden", "Patio Lawn and Garden", "Other", "Books", "Sports and Outdoors", "Pet Supplies", "Toys and Games", "Toys and Games", "Grocery and Gourmet Food", "Other", "Toys and Games", "Other", "Arts Crafts and Sewing", "Grocery and Gourmet Food", "Other", "Toys and Games", "Other", "Other", "Other", "Other", "Books", "Office Products", "Other", "Grocery and Gourmet Food", "Books", "Automotive", "Other", "Grocery and Gourmet Food", "Other", "Other", "Toys and Games", "Grocery and Gourmet Food", "Other", "Movies and TV", "Electronics", "Toys and Games", "Toys and Games", "Toys and Games", "Electronics", "Toys and Games", "Toys and Games", "Toys and Games", "Office Products", "Clothing Shoes and Jewelry", "Other" ], "description": "The sequence of product reviews begins with a focus on Books and Patio Lawn and Garden items in the initial weeks. As time progresses, there is a noticeable shift towards more diverse categories, particularly Toys and Games, which see multiple entries clustered in the later weeks. Other categories such as Grocery and Gourmet Food and Electronics also appear frequently, especially after the first few weeks. Overall, the reviews show a tendency to cluster around certain categories, particularly Toys and Games, in the later part of the timeline, while earlier weeks are more varied in category representation." }, { "dim_process": 18, "seq_idx": 1747, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 2.142857142857143, 3.142857142857143, 3.7142857142857144, 4.0, 4.142857142857143, 5.0, 5.857142857142857, 6.142857142857143, 6.857142857142857, 7.0, 7.142857142857143, 8.142857142857142, 9.142857142857142, 9.428571428571429, 9.571428571428571, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.142857142857142, 12.142857142857142, 12.285714285714286, 13.142857142857142, 14.714285714285714, 14.857142857142858, 15.142857142857142, 16.142857142857142, 17.0, 17.142857142857142, 17.428571428571427, 18.142857142857142, 19.142857142857142, 20.714285714285715, 21.142857142857142, 21.285714285714285, 22.285714285714285, 24.0, 25.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 1.0, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.0, 1.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 1.0, 0.14285714285714285, 0.8571428571428571, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 1.0, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 1.5714285714285714, 0.42857142857142855, 0.14285714285714285, 1.0, 1.7142857142857142, 1.0 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted over a span of time. The reviews begin at the start of the timeline and continue steadily, with only one instance of a review for the \"Kindle Store\" occurring after several weeks of exclusively reviewing books. There are clusters of reviews in the earlier weeks, with a gradual increase in frequency, particularly noted between weeks 10 and 18. Overall, the trend indicates a sustained engagement with the \"Books\" category, with a single, later addition of a review for the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 1748, "seq_len": 53, "time_since_start": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 1.0, 2.5714285714285716, 3.7142857142857144, 3.857142857142857, 3.857142857142857, 4.0, 4.142857142857143, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.857142857142857, 6.142857142857143, 6.285714285714286, 7.0, 7.571428571428571, 7.714285714285714, 7.714285714285714, 8.0, 8.285714285714286, 8.571428571428571, 8.571428571428571, 9.0, 9.0, 9.142857142857142, 9.285714285714286, 9.571428571428571, 10.714285714285714, 10.714285714285714, 10.857142857142858, 11.142857142857142, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.142857142857142, 12.857142857142858, 14.0, 14.0, 14.142857142857142, 14.428571428571429, 14.428571428571429, 16.285714285714285, 16.428571428571427, 16.571428571428573, 16.714285714285715, 17.0, 17.142857142857142, 17.142857142857142, 17.428571428571427, 17.714285714285715 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 1.1428571428571428, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.0, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.2857142857142857 ], "type_event": [ 10, 16, 16, 16, 16, 16, 10, 10, 16, 10, 10, 10, 16, 10, 16, 16, 16, 16, 16, 16, 10, 16, 16, 16, 10, 10, 16, 10, 16, 16, 16, 10, 16, 16, 10, 16, 10, 16, 16, 10, 16, 10, 16, 10, 10, 10, 16, 16, 16, 16, 10, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominance of reviews for the Kindle Store, particularly in the early weeks, where multiple reviews are clustered within the first few weeks. The reviews for Books also appear frequently but tend to emerge more prominently in the later weeks, particularly after the initial surge of Kindle Store reviews. Over time, there is a noticeable pattern of alternating between the two categories, with some overlap, especially as the sequence progresses into the later weeks. Overall, the Kindle Store reviews are more frequent in the earlier part of the timeline, while Book reviews increase in frequency as time goes on." }, { "dim_process": 18, "seq_idx": 1749, "seq_len": 54, "time_since_start": [ 0.0, 0.14285714285714285, 0.8571428571428571, 1.0, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.0, 2.5714285714285716, 2.857142857142857, 3.142857142857143, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.428571428571429, 4.571428571428571, 5.142857142857143, 6.142857142857143, 6.285714285714286, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.428571428571429, 8.571428571428571, 8.857142857142858, 9.428571428571429, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.142857142857142, 11.285714285714286, 11.857142857142858, 12.0, 12.714285714285714, 13.0, 13.714285714285714, 14.428571428571429, 14.857142857142858, 15.142857142857142, 15.142857142857142, 15.142857142857142, 15.285714285714286, 15.571428571428571, 17.0, 17.714285714285715, 19.0, 21.142857142857142, 21.285714285714285, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.5714285714285714, 1.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 1.1428571428571428, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 1.4285714285714286, 0.7142857142857143, 1.2857142857142858, 2.142857142857143, 0.14285714285714285, 3.857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 10, 16, 10, 4, 11, 10, 10, 10, 10, 10, 10, 16, 16, 0 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Electronics", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Other" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with the majority of reviews submitted in the early weeks and continuing throughout the timeline. Reviews for the \"Kindle Store\" appear intermittently, with a noticeable increase in frequency around the 1.5 to 3.5-week mark and again in the later weeks. Other categories, such as \"Electronics\" and \"Home and Kitchen,\" are introduced around the 15-week mark but do not significantly alter the overall trend. The reviews appear to cluster primarily in the early and mid-weeks, with a gradual tapering off as the sequence progresses." }, { "dim_process": 18, "seq_idx": 1750, "seq_len": 102, "time_since_start": [ 0.0, 0.0, 0.7142857142857143, 1.4285714285714286, 2.2857142857142856, 3.0, 3.2857142857142856, 3.7142857142857144, 4.285714285714286, 4.428571428571429, 4.571428571428571, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.428571428571429, 6.857142857142857, 6.857142857142857, 7.0, 7.0, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.857142857142858, 10.285714285714286, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 11.0, 11.142857142857142, 11.285714285714286, 12.0, 12.0, 12.142857142857142, 12.142857142857142, 12.571428571428571, 12.571428571428571, 13.0, 13.142857142857142, 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10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which is consistently reviewed throughout the timeline, particularly in the earlier weeks. The \"Kindle Store\" reviews appear less frequently but are interspersed within the timeline, often clustering around certain weeks. Over time, there is a noticeable increase in the frequency of reviews, with both categories being reviewed simultaneously in several instances, particularly in the later weeks. The events demonstrate a pattern of the user primarily engaging with books while also incorporating reviews of the Kindle Store at various intervals." }, { "dim_process": 18, "seq_idx": 1751, "seq_len": 42, "time_since_start": [ 0.0, 2.5714285714285716, 2.5714285714285716, 2.7142857142857144, 2.7142857142857144, 3.0, 3.4285714285714284, 4.428571428571429, 4.714285714285714, 6.0, 6.428571428571429, 7.142857142857143, 7.571428571428571, 7.571428571428571, 8.285714285714286, 8.428571428571429, 8.857142857142858, 9.428571428571429, 10.0, 10.0, 10.142857142857142, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.857142857142858, 11.0, 12.0, 12.0, 12.285714285714286, 12.714285714285714, 13.285714285714286, 13.571428571428571, 13.857142857142858, 14.285714285714286, 14.714285714285714, 15.428571428571429, 16.285714285714285, 17.428571428571427, 18.571428571428573, 18.714285714285715, 20.428571428571427, 21.857142857142858 ], "time_since_last_event": [ 0.0, 2.5714285714285716, 0.0, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 1.0, 0.2857142857142857, 1.2857142857142858, 0.42857142857142855, 0.7142857142857143, 0.42857142857142855, 0.0, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.0, 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.7142857142857143, 0.8571428571428571, 1.1428571428571428, 1.1428571428571428, 0.14285714285714285, 1.7142857142857142, 1.4285714285714286 ], "type_event": [ 10, 10, 14, 10, 14, 10, 10, 10, 10, 10, 10, 10, 14, 10, 14, 10, 10, 10, 14, 10, 10, 16, 10, 10, 10, 10, 10, 14, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 14, 10 ], "type_text": [ "Books", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Movies and TV", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which occurs frequently throughout the timeline, particularly in the early weeks. \"Movies and TV\" reviews appear less frequently and are clustered around specific periods, notably around the 2.57 to 10-week mark and again at the 20.43-week mark. The \"Kindle Store\" reviews are limited to a couple of instances, occurring at approximately 10 and 13 weeks. Overall, the trend indicates a strong and consistent engagement with books, with sporadic reviews for movies and TV interspersed throughout the timeline." }, { "dim_process": 18, "seq_idx": 1752, "seq_len": 54, "time_since_start": [ 0.0, 0.5714285714285714, 1.0, 1.1428571428571428, 1.2857142857142858, 1.8571428571428572, 2.0, 2.5714285714285716, 3.0, 4.714285714285714, 4.857142857142857, 5.285714285714286, 5.428571428571429, 6.428571428571429, 6.571428571428571, 7.142857142857143, 7.285714285714286, 7.285714285714286, 7.285714285714286, 8.714285714285714, 8.857142857142858, 9.0, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 11.142857142857142, 14.142857142857142, 14.571428571428571, 14.857142857142858, 16.0, 16.285714285714285, 16.857142857142858, 17.0, 17.428571428571427, 17.714285714285715, 17.857142857142858, 18.142857142857142, 18.285714285714285, 18.714285714285715, 18.857142857142858, 19.857142857142858, 21.285714285714285, 21.571428571428573, 22.428571428571427, 22.857142857142858, 23.142857142857142, 23.571428571428573, 24.285714285714285, 24.285714285714285, 24.714285714285715, 25.142857142857142, 25.571428571428573 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 1.7142857142857142, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.0, 0.0, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 3.0, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.0, 1.4285714285714286, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855 ], "type_event": [ 10, 15, 10, 10, 10, 10, 15, 11, 1, 10, 12, 15, 12, 17, 9, 11, 9, 12, 10, 9, 10, 11, 10, 0, 10, 10, 10, 11, 2, 0, 10, 15, 10, 10, 15, 0, 11, 0, 4, 0, 8, 10, 7, 12, 10, 15, 8, 10, 11, 11, 12, 11, 10, 12 ], "type_text": [ "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Tools and Home Improvement", "Books", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Cell Phones and Accessories", "Office Products", "Home and Kitchen", "Office Products", "Sports and Outdoors", "Books", "Office Products", "Books", "Home and Kitchen", "Books", "Other", "Books", "Books", "Books", "Home and Kitchen", "Pet Supplies", "Other", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Clothing Shoes and Jewelry", "Other", "Home and Kitchen", "Other", "Electronics", "Other", "Toys and Games", "Books", "Grocery and Gourmet Food", "Sports and Outdoors", "Books", "Clothing Shoes and Jewelry", "Toys and Games", "Books", "Home and Kitchen", "Home and Kitchen", "Sports and Outdoors", "Home and Kitchen", "Books", "Sports and Outdoors" ], "description": "The sequence of product reviews shows a strong initial focus on the Books category, with multiple entries clustered within the first few weeks. After this early period, there is a noticeable diversification into other categories such as Clothing Shoes and Jewelry, Home and Kitchen, and Sports and Outdoors, occurring in the subsequent weeks. Reviews for Books continue to appear periodically throughout the timeline, with some clustering around the 10-18 week mark. Towards the later part of the sequence, there is a mix of reviews across various categories, including a resurgence in Home and Kitchen and ongoing engagement with Clothing Shoes and Jewelry and Sports and Outdoors. Overall, the pattern indicates an initial concentration on Books followed by a gradual expansion into a wider range of categories over time." }, { "dim_process": 18, "seq_idx": 1753, "seq_len": 94, "time_since_start": [ 0.0, 0.5714285714285714, 0.8571428571428571, 0.8571428571428571, 1.1428571428571428, 1.2857142857142858, 1.5714285714285714, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 2.857142857142857, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.428571428571429, 5.857142857142857, 6.571428571428571, 6.714285714285714, 6.714285714285714, 6.857142857142857, 7.0, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.0, 9.285714285714286, 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16, 10, 16, 10, 10, 10, 10, 16, 16, 16, 16, 16, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Arts Crafts and Sewing", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Office Products", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, which consistently appears throughout the timeline, particularly in the early weeks. The reviews for the \"Kindle Store\" category begin to emerge around the first week and increase in frequency over time, often clustering around certain periods. There is a notable introduction of the \"Arts Crafts and Sewing\" and \"Office Products\" categories at specific points, but they remain less frequent compared to the dominant \"Books\" and \"Kindle Store\" categories. Overall, the reviews are heavily weighted towards \"Books\" with intermittent reviews for \"Kindle Store\" and occasional entries for other categories." }, { "dim_process": 18, "seq_idx": 1754, "seq_len": 72, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 2.0, 2.4285714285714284, 2.7142857142857144, 3.0, 3.4285714285714284, 3.857142857142857, 4.0, 4.428571428571429, 4.857142857142857, 5.285714285714286, 5.571428571428571, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.714285714285714, 7.0, 7.571428571428571, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.714285714285714, 9.285714285714286, 9.285714285714286, 9.571428571428571, 10.142857142857142, 10.571428571428571, 10.857142857142858, 11.0, 11.571428571428571, 12.0, 12.428571428571429, 12.428571428571429, 12.571428571428571, 12.714285714285714, 13.0, 13.0, 13.285714285714286, 13.571428571428571, 13.857142857142858, 13.857142857142858, 14.142857142857142, 14.142857142857142, 14.428571428571429, 14.428571428571429, 14.714285714285714, 15.142857142857142, 15.142857142857142, 15.571428571428571, 15.857142857142858, 15.857142857142858, 16.285714285714285, 16.285714285714285, 16.714285714285715, 17.285714285714285, 17.285714285714285, 17.857142857142858, 17.857142857142858, 18.0, 18.142857142857142, 18.571428571428573, 18.857142857142858, 18.857142857142858, 19.285714285714285, 19.571428571428573, 21.571428571428573, 23.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.0, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.0, 0.42857142857142855, 0.5714285714285714, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.42857142857142855, 0.2857142857142857, 2.0, 1.4285714285714286 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 4, 10, 10, 10, 16, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Reviews for \"Books\" are concentrated in the initial weeks, with a gradual introduction of \"Kindle Store\" reviews starting around week 5. The \"Kindle Store\" reviews appear intermittently, often clustered around specific weeks, particularly from week 12 onwards, while \"Books\" reviews continue to be submitted throughout the entire sequence. The \"Electronics\" category appears only once, indicating a strong preference for books and Kindle-related products over time." }, { "dim_process": 18, "seq_idx": 1755, "seq_len": 57, "time_since_start": [ 0.0, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.5714285714285716, 3.857142857142857, 4.0, 4.285714285714286, 4.428571428571429, 4.714285714285714, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.285714285714286, 8.142857142857142, 8.285714285714286, 8.428571428571429, 9.142857142857142, 11.285714285714286, 12.142857142857142, 12.285714285714286, 13.285714285714286, 13.571428571428571, 14.0, 14.571428571428571, 14.857142857142858, 15.0, 15.285714285714286, 15.428571428571429, 15.857142857142858, 16.0, 16.428571428571427, 16.571428571428573, 17.142857142857142, 17.428571428571427, 17.571428571428573, 18.285714285714285, 18.857142857142858, 22.571428571428573, 23.0, 23.857142857142858, 24.714285714285715, 25.285714285714285, 25.428571428571427 ], "time_since_last_event": [ 0.0, 1.2857142857142858, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 2.142857142857143, 0.8571428571428571, 0.14285714285714285, 1.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 3.7142857142857144, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 8, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Toys and Games", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a majority of reviews submitted in this category throughout the timeline. Initial reviews are concentrated in the first few weeks, with a notable cluster of \"Books\" reviews occurring consistently up to week 18. The \"Kindle Store\" reviews appear intermittently, primarily clustered around weeks 3, 6, 14, and 25, indicating a secondary interest in this category. A single review for \"Toys and Games\" is noted at week 14, which is the only instance of that category in the sequence. Overall, the trend indicates a sustained engagement with books, with occasional reviews of Kindle Store products." }, { "dim_process": 18, "seq_idx": 1756, "seq_len": 56, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 2.142857142857143, 2.2857142857142856, 3.2857142857142856, 4.428571428571429, 4.571428571428571, 5.0, 6.285714285714286, 7.428571428571429, 7.571428571428571, 8.0, 8.142857142857142, 8.428571428571429, 9.142857142857142, 9.857142857142858, 10.285714285714286, 10.857142857142858, 11.142857142857142, 11.428571428571429, 12.142857142857142, 12.285714285714286, 12.428571428571429, 13.428571428571429, 13.571428571428571, 14.0, 14.285714285714286, 14.571428571428571, 14.714285714285714, 15.142857142857142, 15.285714285714286, 15.428571428571429, 16.285714285714285, 17.142857142857142, 17.285714285714285, 17.571428571428573, 17.857142857142858, 18.0, 18.285714285714285, 19.0, 19.285714285714285, 20.428571428571427, 20.571428571428573, 20.714285714285715, 21.285714285714285, 22.0, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 1.0, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 1.2857142857142858, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 1.2857142857142858 ], "type_event": [ 10, 0, 7, 10, 7, 10, 7, 7, 8, 7, 8, 10, 12, 10, 15, 10, 10, 10, 10, 15, 10, 10, 15, 10, 10, 10, 2, 10, 10, 10, 10, 7, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 7, 10, 0, 7, 7, 2, 11, 11, 7 ], "type_text": [ "Books", "Other", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Books", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Toys and Games", "Grocery and Gourmet Food", "Toys and Games", "Books", "Sports and Outdoors", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Pet Supplies", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Grocery and Gourmet Food", "Books", "Other", "Grocery and Gourmet Food", "Grocery and Gourmet Food", "Pet Supplies", "Home and Kitchen", "Home and Kitchen", "Grocery and Gourmet Food" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with multiple entries clustered throughout the timeline, particularly in the early weeks and again in the later weeks. \"Grocery and Gourmet Food\" reviews appear frequently, especially in the first half of the sequence, while other categories like \"Toys and Games,\" \"Clothing Shoes and Jewelry,\" and \"Home and Kitchen\" are less frequent and appear more sporadically. There is a noticeable trend of increasing reviews in the \"Books\" category as time progresses, with several clusters of reviews occurring in the latter half of the timeline, indicating a sustained interest in this category over time." }, { "dim_process": 18, "seq_idx": 1757, "seq_len": 43, "time_since_start": [ 0.0, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 1.0, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 4.285714285714286, 5.0, 5.0, 5.285714285714286, 5.285714285714286, 5.714285714285714, 6.142857142857143, 6.714285714285714, 7.0, 7.428571428571429, 8.142857142857142, 9.428571428571429, 10.142857142857142, 11.142857142857142, 11.857142857142858, 11.857142857142858, 13.0, 14.0, 14.0, 14.142857142857142, 15.0, 16.0, 16.714285714285715, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.857142857142858, 18.428571428571427, 19.428571428571427, 19.428571428571427, 20.0, 22.0, 23.142857142857142, 25.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 2.142857142857143, 0.7142857142857143, 0.0, 0.2857142857142857, 0.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.2857142857142858, 0.7142857142857143, 1.0, 0.7142857142857143, 0.0, 1.1428571428571428, 1.0, 0.0, 0.14285714285714285, 0.8571428571428571, 1.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 1.0, 0.0, 0.5714285714285714, 2.0, 1.1428571428571428, 1.8571428571428572, 0.14285714285714285 ], "type_event": [ 8, 14, 10, 10, 10, 11, 10, 10, 10, 8, 10, 10, 0, 10, 10, 10, 10, 10, 10, 10, 10, 10, 14, 10, 10, 10, 0, 10, 10, 10, 14, 10, 10, 10, 14, 10, 14, 16, 14, 10, 10, 8, 10 ], "type_text": [ "Toys and Games", "Movies and TV", "Books", "Books", "Books", "Home and Kitchen", "Books", "Books", "Books", "Toys and Games", "Books", "Books", "Other", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Other", "Books", "Books", "Books", "Movies and TV", "Books", "Books", "Books", "Movies and TV", "Books", "Movies and TV", "Kindle Store", "Movies and TV", "Books", "Books", "Toys and Games", "Books" ], "description": "The sequence of product reviews begins with a focus on Toys and Games, followed closely by Movies and TV and Books within the first week. Books emerge as the dominant category, with a significant cluster of reviews occurring between weeks 1 and 11. After this initial surge, there are intermittent reviews in Movies and TV, with a notable increase in frequency around weeks 16 to 20. The sequence concludes with a return to Toys and Games and a continuation of the trend in Books, indicating a sustained interest in this category throughout the timeline." }, { "dim_process": 18, "seq_idx": 1758, "seq_len": 41, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.857142857142857, 3.0, 3.2857142857142856, 3.4285714285714284, 4.0, 4.285714285714286, 5.0, 5.142857142857143, 5.857142857142857, 6.0, 6.142857142857143, 7.285714285714286, 7.857142857142857, 8.142857142857142, 8.285714285714286, 9.0, 10.285714285714286, 11.0, 11.142857142857142, 12.285714285714286, 13.428571428571429, 14.428571428571429, 15.0, 16.142857142857142, 16.428571428571427, 17.0, 19.285714285714285, 20.0, 20.285714285714285, 20.428571428571427, 20.857142857142858, 21.0, 22.0, 23.0, 23.142857142857142 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.2857142857142858, 0.7142857142857143, 0.14285714285714285, 1.1428571428571428, 1.1428571428571428, 1.0, 0.5714285714285714, 1.1428571428571428, 0.2857142857142857, 0.5714285714285714, 2.2857142857142856, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.0, 1.0, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with reviews predominantly submitted over a span of time. The reviews begin at the start of the timeline and continue steadily, with only a few gaps in the early weeks. A notable shift occurs around week 20, where a review is submitted for the \"Kindle Store,\" followed by a return to the \"Books\" category. Overall, the reviews cluster heavily in the \"Books\" category throughout the entire timeline, indicating a sustained interest in this product type." }, { "dim_process": 18, "seq_idx": 1759, "seq_len": 60, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 2.857142857142857, 3.7142857142857144, 3.857142857142857, 4.0, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.428571428571429, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.857142857142857, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.0, 8.142857142857142, 8.428571428571429, 8.571428571428571, 8.857142857142858, 9.142857142857142, 9.714285714285714, 10.142857142857142, 10.428571428571429, 11.0, 11.142857142857142, 11.714285714285714, 12.0, 12.285714285714286, 13.714285714285714, 14.142857142857142, 14.428571428571429, 14.428571428571429, 14.714285714285714, 14.857142857142858, 15.0, 15.428571428571429, 15.428571428571429, 15.571428571428571, 15.714285714285714, 16.285714285714285, 17.285714285714285, 17.714285714285715, 17.857142857142858, 18.571428571428573, 18.857142857142858, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 1.4285714285714286, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 0.42857142857142855, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 3.2857142857142856 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews primarily consists of reviews for Books, which dominate the timeline with a consistent frequency throughout the period. The reviews for the Kindle Store appear sporadically, mainly clustered around the 4-week mark and again at the 13-week mark, with a few additional occurrences later in the sequence. Overall, the trend shows a strong focus on Books, with Kindle Store reviews interspersed at specific intervals but not significantly altering the predominant pattern of Book reviews." }, { "dim_process": 18, "seq_idx": 1760, "seq_len": 52, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.0, 1.8571428571428572, 2.2857142857142856, 3.0, 3.142857142857143, 3.5714285714285716, 3.7142857142857144, 4.142857142857143, 4.285714285714286, 4.714285714285714, 4.857142857142857, 6.714285714285714, 7.0, 7.142857142857143, 8.0, 8.571428571428571, 8.857142857142858, 9.0, 9.285714285714286, 9.428571428571429, 10.285714285714286, 10.714285714285714, 10.857142857142858, 11.0, 12.0, 13.142857142857142, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.0, 16.142857142857142, 16.285714285714285, 17.857142857142858, 18.0, 18.285714285714285, 19.0, 19.285714285714285, 20.571428571428573, 21.571428571428573, 21.857142857142858 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.8571428571428572, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 1.0, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 1.2857142857142858, 1.0, 0.2857142857142857 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable concentration of reviews occurring in the initial weeks. The first review appears at the start of the timeline, with a steady stream of book reviews continuing for several weeks before a few reviews for the \"Kindle Store\" are introduced. Following this brief interlude, the majority of reviews return to the \"Books\" category, maintaining a high frequency throughout the timeline with only occasional breaks. Overall, the pattern indicates that book reviews dominate the sequence, particularly in the early and middle periods, while reviews for the Kindle Store are sparse and clustered towards the later weeks." }, { "dim_process": 18, "seq_idx": 1761, "seq_len": 116, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 1.0, 1.1428571428571428, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.5714285714285716, 3.7142857142857144, 4.285714285714286, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.285714285714286, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.857142857142858, 9.0, 9.285714285714286, 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10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. The reviews for \"Books\" occur frequently, particularly in the early weeks, while the \"Kindle Store\" reviews appear less frequently and are interspersed throughout the timeline. There are notable clusters of \"Kindle Store\" reviews around the 11 to 18-week mark, suggesting a slight increase in activity for that category during that period. Overall, the trend indicates a sustained interest in \"Books\" with occasional engagement with the \"Kindle Store.\"" }, { "dim_process": 18, "seq_idx": 1762, "seq_len": 58, "time_since_start": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 4.285714285714286, 5.285714285714286, 6.0, 6.428571428571429, 6.714285714285714, 6.857142857142857, 8.0, 8.428571428571429, 8.571428571428571, 9.285714285714286, 10.0, 10.142857142857142, 10.428571428571429, 10.857142857142858, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.142857142857142, 12.428571428571429, 12.857142857142858, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.142857142857142, 14.428571428571429, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.142857142857142, 16.714285714285715, 16.857142857142858, 17.142857142857142, 17.428571428571427, 18.0, 18.428571428571427, 19.142857142857142, 19.857142857142858, 22.0, 22.285714285714285, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 1.0, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.7142857142857143, 2.142857142857143, 0.2857142857142857, 3.0 ], "type_event": [ 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 4, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Electronics", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews begins with a mix of reviews for Books and the Kindle Store, with an initial focus on Books in the first few weeks. As time progresses, the majority of reviews continue to be for Books, showing a consistent pattern with only occasional reviews for the Kindle Store. A notable shift occurs around the 15-week mark when a review for Electronics is submitted, but this is quickly followed by a return to reviewing Books. The frequency of reviews remains high throughout the sequence, particularly for Books, indicating a sustained engagement with this category over time." }, { "dim_process": 18, "seq_idx": 1763, "seq_len": 43, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.2857142857142856, 5.0, 5.428571428571429, 5.571428571428571, 5.571428571428571, 5.714285714285714, 6.0, 7.0, 7.285714285714286, 7.428571428571429, 9.285714285714286, 12.0, 12.285714285714286, 12.714285714285714, 13.142857142857142, 13.428571428571429, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.0, 14.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 14.857142857142858, 15.0, 15.0, 15.142857142857142, 15.285714285714286, 16.714285714285715, 17.0, 17.0, 17.285714285714285, 17.714285714285715, 20.571428571428573, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 2.7142857142857144, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 1.0, 0.2857142857142857, 0.14285714285714285, 1.8571428571428572, 2.7142857142857144, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.2857142857142857, 0.0, 0.2857142857142857, 0.42857142857142855, 2.857142857142857, 3.7142857142857144 ], "type_event": [ 10, 16, 16, 16, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 16, 16, 16, 16, 16, 16, 16, 16, 10, 16, 16, 16, 16, 16, 16, 16, 10, 10, 10, 16, 16, 16, 16, 10, 16, 10, 10, 16, 16 ], "type_text": [ "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with several reviews submitted in the initial weeks. As time progresses, there is a noticeable shift towards the \"Kindle Store,\" with multiple reviews clustered in the later weeks. The reviews for \"Books\" and \"Kindle Store\" alternate throughout the sequence, with a predominance of \"Kindle Store\" reviews emerging after the initial weeks. Overall, the trend indicates an increasing engagement with the \"Kindle Store\" category over time, particularly in the latter half of the sequence." }, { "dim_process": 18, "seq_idx": 1764, "seq_len": 42, "time_since_start": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 1.1428571428571428, 1.2857142857142858, 1.7142857142857142, 1.8571428571428572, 2.0, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.4285714285714284, 3.7142857142857144, 4.857142857142857, 5.428571428571429, 5.571428571428571, 6.0, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.285714285714286, 8.285714285714286, 10.142857142857142, 10.571428571428571, 11.285714285714286, 11.428571428571429, 11.714285714285714, 12.0, 12.142857142857142, 12.714285714285714, 13.142857142857142, 13.571428571428571, 13.857142857142858, 16.0, 16.142857142857142, 16.714285714285715, 18.285714285714285, 18.428571428571427, 20.0, 20.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.0, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 1.1428571428571428, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.0, 1.8571428571428572, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 2.142857142857143, 0.14285714285714285, 0.5714285714285714, 1.5714285714285714, 0.14285714285714285, 1.5714285714285714, 0.7142857142857143 ], "type_event": [ 14, 4, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14, 14 ], "type_text": [ "Movies and TV", "Electronics", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV", "Movies and TV" ], "description": "The sequence of product reviews shows a predominant focus on the \"Movies and TV\" category, with reviews consistently submitted throughout the timeline. The first review in the \"Electronics\" category occurs early in the sequence, but the majority of reviews cluster within the \"Movies and TV\" category, particularly in the initial weeks. There is a steady pattern of reviews being submitted, with occasional gaps, but the frequency of reviews remains high for the \"Movies and TV\" category over an extended period, indicating a sustained interest in that genre. The review activity appears to maintain a consistent rhythm, with no significant shifts to other categories after the initial electronics review." }, { "dim_process": 18, "seq_idx": 1765, "seq_len": 50, "time_since_start": [ 0.0, 0.2857142857142857, 1.4285714285714286, 1.4285714285714286, 1.7142857142857142, 1.8571428571428572, 2.142857142857143, 3.4285714285714284, 3.4285714285714284, 5.285714285714286, 6.0, 6.0, 6.428571428571429, 7.0, 7.714285714285714, 7.857142857142857, 8.0, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.571428571428571, 8.714285714285714, 9.0, 9.428571428571429, 9.714285714285714, 10.0, 10.714285714285714, 10.857142857142858, 10.857142857142858, 11.0, 11.142857142857142, 11.857142857142858, 12.0, 12.428571428571429, 12.857142857142858, 13.285714285714286, 14.714285714285714, 14.857142857142858, 15.428571428571429, 15.571428571428571, 15.714285714285714, 16.857142857142858, 17.571428571428573, 17.857142857142858, 18.857142857142858, 19.0, 21.0, 22.857142857142858, 24.857142857142858 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 1.1428571428571428, 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.0, 1.8571428571428572, 0.7142857142857143, 0.0, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.4285714285714286, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.7142857142857143, 0.2857142857142857, 1.0, 0.14285714285714285, 2.0, 1.8571428571428572, 2.0 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 16, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 16, 10, 10, 16, 16, 10, 2, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Pet Supplies", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews concentrated in the earlier weeks and continuing steadily over time. The \"Kindle Store\" reviews appear intermittently, often clustered around the same time as \"Books\" reviews, particularly in the initial weeks and again in the later part of the timeline. There is a notable shift with the introduction of a review in the \"Pet Supplies\" category, which occurs later in the sequence, indicating a diversification in review topics. Overall, the majority of reviews are submitted for \"Books,\" while \"Kindle Store\" reviews serve as occasional supplements throughout the timeline." }, { "dim_process": 18, "seq_idx": 1766, "seq_len": 54, "time_since_start": [ 0.0, 0.0, 0.7142857142857143, 1.0, 2.0, 2.0, 2.857142857142857, 2.857142857142857, 3.2857142857142856, 3.5714285714285716, 3.5714285714285716, 4.285714285714286, 4.857142857142857, 4.857142857142857, 5.571428571428571, 5.571428571428571, 6.0, 6.714285714285714, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.857142857142857, 8.857142857142858, 8.857142857142858, 9.142857142857142, 9.857142857142858, 10.571428571428571, 11.0, 11.571428571428571, 11.571428571428571, 11.714285714285714, 12.0, 12.428571428571429, 13.285714285714286, 13.428571428571429, 13.571428571428571, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.428571428571429, 15.571428571428571, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.0, 17.714285714285715, 18.0, 19.0, 20.0, 20.428571428571427, 20.571428571428573, 21.428571428571427, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.0, 0.7142857142857143, 0.2857142857142857, 1.0, 0.0, 0.8571428571428571, 0.0, 0.42857142857142855, 0.2857142857142857, 0.0, 0.7142857142857143, 0.5714285714285714, 0.0, 0.7142857142857143, 0.0, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.0, 0.0, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.42857142857142855, 0.5714285714285714, 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 1.0, 1.0, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 3.2857142857142856 ], "type_event": [ 16, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 17, 10, 10, 16, 16, 10, 16, 16, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Cell Phones and Accessories", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with the majority of reviews submitted in the early weeks and continuing consistently over time. Reviews for the \"Kindle Store\" appear intermittently, often clustering around the same weeks as \"Books,\" particularly in the earlier periods. There is a notable shift in the types of reviews after the 17-week mark, where a review for \"Cell Phones and Accessories\" is introduced, followed by a return to \"Books\" and a gradual increase in \"Kindle Store\" reviews towards the end of the sequence. Overall, the pattern indicates a strong initial engagement with books, with a secondary interest in the Kindle Store that becomes more pronounced later on." }, { "dim_process": 18, "seq_idx": 1767, "seq_len": 40, "time_since_start": [ 0.0, 0.2857142857142857, 1.1428571428571428, 1.5714285714285714, 2.2857142857142856, 2.5714285714285716, 2.857142857142857, 3.4285714285714284, 4.0, 4.428571428571429, 5.0, 6.285714285714286, 6.714285714285714, 7.0, 7.142857142857143, 7.285714285714286, 8.142857142857142, 8.714285714285714, 8.857142857142858, 9.285714285714286, 9.571428571428571, 9.714285714285714, 11.142857142857142, 11.571428571428571, 12.0, 12.285714285714286, 13.857142857142858, 14.857142857142858, 15.714285714285714, 15.714285714285714, 15.857142857142858, 16.428571428571427, 17.714285714285715, 18.714285714285715, 20.142857142857142, 21.142857142857142, 21.857142857142858, 22.285714285714285, 23.714285714285715, 24.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.7142857142857143, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.5714285714285714, 1.2857142857142858, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 1.5714285714285714, 1.0, 0.8571428571428571, 0.0, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 1.0, 1.4285714285714286, 1.0, 0.7142857142857143, 0.42857142857142855, 1.4285714285714286, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a majority of reviews submitted consistently over time, particularly in the early weeks. The \"Kindle Store\" reviews appear infrequently, primarily clustered around specific weeks, indicating a secondary interest. The reviews for \"Books\" continue to dominate throughout the timeline, with notable clusters occurring around the 0-3 week mark and again between weeks 11 and 24. Overall, the trend indicates a sustained engagement with books, punctuated by occasional reviews of the Kindle Store." }, { "dim_process": 18, "seq_idx": 1768, "seq_len": 42, "time_since_start": [ 0.0, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 0.8571428571428571, 2.2857142857142856, 3.2857142857142856, 3.2857142857142856, 3.4285714285714284, 4.142857142857143, 4.571428571428571, 4.857142857142857, 5.0, 6.0, 6.142857142857143, 6.428571428571429, 6.857142857142857, 7.142857142857143, 9.714285714285714, 10.142857142857142, 10.428571428571429, 10.571428571428571, 11.0, 11.428571428571429, 11.571428571428571, 11.714285714285714, 12.0, 12.285714285714286, 12.857142857142858, 13.0, 14.0, 15.857142857142858, 16.142857142857142, 16.714285714285715, 17.571428571428573, 18.0, 18.142857142857142, 18.857142857142858, 19.285714285714285, 22.142857142857142, 23.0, 23.285714285714285 ], "time_since_last_event": [ 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 1.0, 0.0, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 2.5714285714285716, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.0, 1.8571428571428572, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.42857142857142855, 2.857142857142857, 0.8571428571428571, 0.2857142857142857 ], "type_event": [ 10, 10, 16, 10, 10, 10, 16, 10, 16, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a significant number of reviews submitted consistently over time. The initial reviews include a mix of \"Books\" and \"Kindle Store,\" but as time progresses, the reviews increasingly cluster around the \"Books\" category, particularly between the second and eighteenth weeks. The \"Kindle Store\" reviews appear less frequently and are primarily concentrated in the early weeks and one instance towards the end of the sequence. Overall, the trend indicates a strong preference for reviewing \"Books\" over time, with the \"Kindle Store\" reviews occurring at specific intervals." }, { "dim_process": 18, "seq_idx": 1769, "seq_len": 52, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 2.0, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 4.0, 4.142857142857143, 5.0, 5.428571428571429, 5.714285714285714, 6.285714285714286, 6.857142857142857, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.571428571428571, 8.857142857142858, 9.0, 9.285714285714286, 10.0, 10.571428571428571, 10.857142857142858, 11.0, 11.428571428571429, 11.571428571428571, 12.0, 12.285714285714286, 12.857142857142858, 13.0, 14.0, 14.428571428571429, 14.571428571428571, 15.0, 15.142857142857142, 15.714285714285714, 15.857142857142858, 16.571428571428573, 18.428571428571427, 18.714285714285715, 18.857142857142858, 19.0, 20.857142857142858, 21.0, 22.857142857142858, 23.0, 25.142857142857142 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 1.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 1.8571428571428572, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 2.142857142857143 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 0, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Other", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions occurring over a span of time. The reviews start at week zero and continue steadily, with a notable clustering of reviews in the early weeks, particularly between weeks 0 and 15. After week 15, there is a slight decrease in the frequency of reviews, with a few isolated submissions occurring up to week 25. Additionally, there is a single review categorized as \"Other\" at week 22. Overall, the trend indicates a strong focus on books throughout the entire sequence, with minimal variation in review categories." }, { "dim_process": 18, "seq_idx": 1770, "seq_len": 46, "time_since_start": [ 0.0, 0.0, 1.1428571428571428, 1.4285714285714286, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.4285714285714284, 2.7142857142857144, 3.142857142857143, 3.4285714285714284, 3.857142857142857, 4.0, 4.285714285714286, 4.571428571428571, 4.571428571428571, 5.857142857142857, 8.0, 8.142857142857142, 8.571428571428571, 9.428571428571429, 10.0, 10.428571428571429, 11.571428571428571, 12.142857142857142, 12.571428571428571, 12.714285714285714, 12.714285714285714, 12.857142857142858, 14.0, 14.857142857142858, 15.0, 15.285714285714286, 15.714285714285714, 16.0, 16.857142857142858, 17.285714285714285, 17.285714285714285, 17.857142857142858, 19.0, 19.428571428571427, 19.571428571428573, 19.571428571428573, 20.857142857142858, 21.142857142857142, 22.0 ], "time_since_last_event": [ 0.0, 0.0, 1.1428571428571428, 0.2857142857142857, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.0, 1.2857142857142858, 2.142857142857143, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.5714285714285714, 0.42857142857142855, 1.1428571428571428, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 1.1428571428571428, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.42857142857142855, 0.0, 0.5714285714285714, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.0, 1.2857142857142858, 0.2857142857142857, 0.8571428571428571 ], "type_event": [ 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 16, 16, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of book reviews dominating the early stages, with the majority of reviews occurring within the first 20 weeks. Kindle Store reviews are interspersed throughout but tend to cluster around specific periods, particularly at the beginning and towards the end of the sequence. Notably, there is a significant concentration of book reviews between weeks 2 and 17, while Kindle Store reviews appear more sporadically, with some clusters around weeks 3 and 19. Overall, the trend indicates a strong focus on book reviews, with Kindle Store reviews serving as supplementary entries." }, { "dim_process": 18, "seq_idx": 1771, "seq_len": 40, "time_since_start": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.5714285714285714, 1.2857142857142858, 1.5714285714285714, 1.7142857142857142, 2.2857142857142856, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.5714285714285716, 3.857142857142857, 3.857142857142857, 4.0, 4.0, 4.0, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 4.142857142857143, 6.428571428571429, 6.428571428571429, 8.857142857142858, 8.857142857142858, 8.857142857142858 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.42857142857142855, 0.0, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 1.2857142857142858, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.0, 2.2857142857142856, 0.0, 2.4285714285714284, 0.0, 0.0 ], "type_event": [ 17, 10, 0, 8, 1, 12, 4, 15, 15, 4, 12, 10, 1, 1, 1, 12, 15, 8, 9, 12, 11, 0, 4, 3, 10, 10, 12, 9, 11, 12, 13, 1, 10, 8, 4, 12, 10, 10, 0, 14 ], "type_text": [ "Cell Phones and Accessories", "Books", "Other", "Toys and Games", "Tools and Home Improvement", "Sports and Outdoors", "Electronics", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Electronics", "Sports and Outdoors", "Books", "Tools and Home Improvement", "Tools and Home Improvement", "Tools and Home Improvement", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Toys and Games", "Office Products", "Sports and Outdoors", "Home and Kitchen", "Other", "Electronics", "Arts Crafts and Sewing", "Books", "Books", "Sports and Outdoors", "Office Products", "Home and Kitchen", "Sports and Outdoors", "Patio Lawn and Garden", "Tools and Home Improvement", "Books", "Toys and Games", "Electronics", "Sports and Outdoors", "Books", "Books", "Other", "Movies and TV" ], "description": "The sequence of product reviews begins with a diverse range of categories submitted at the same initial timestamp, indicating a broad interest in various products. Over time, there is a noticeable clustering of reviews around specific categories, particularly in Tools and Home Improvement and Sports and Outdoors, which see multiple entries within a few weeks. As the sequence progresses, there is a shift towards more frequent reviews in the Books category, with several submissions occurring in later weeks. Additionally, reviews for other categories, such as Office Products and Movies and TV, appear later in the sequence, suggesting a gradual expansion of focus. Overall, the review activity is concentrated in the early weeks, with a gradual increase in frequency and diversity of categories as time progresses." }, { "dim_process": 18, "seq_idx": 1772, "seq_len": 41, "time_since_start": [ 0.0, 0.14285714285714285, 1.1428571428571428, 3.0, 3.2857142857142856, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 4.428571428571429, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 6.857142857142857, 7.0, 8.142857142857142, 8.714285714285714, 9.0, 9.142857142857142, 9.428571428571429, 10.0, 10.428571428571429, 10.571428571428571, 10.857142857142858, 11.571428571428571, 12.142857142857142, 12.142857142857142, 13.428571428571429, 13.714285714285714, 14.0, 14.142857142857142, 14.428571428571429, 14.714285714285714, 14.857142857142858, 16.428571428571427, 17.428571428571427, 17.714285714285715, 18.428571428571427, 18.428571428571427, 21.0 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 1.0, 1.8571428571428572, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 1.7142857142857142, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 1.1428571428571428, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 0.5714285714285714, 0.0, 1.2857142857142858, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 1.5714285714285714, 1.0, 0.2857142857142857, 0.7142857142857143, 0.0, 2.5714285714285716 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with numerous reviews submitted consistently over time, particularly in the early weeks. The \"Kindle Store\" reviews appear less frequently and are interspersed among the \"Books\" reviews, primarily occurring at specific intervals. There is a noticeable clustering of \"Books\" reviews, especially between the 3rd and 14th weeks, while \"Kindle Store\" reviews tend to appear more sporadically throughout the sequence. Overall, the user exhibits a strong preference for reviewing books, with occasional engagement with the Kindle Store." }, { "dim_process": 18, "seq_idx": 1773, "seq_len": 49, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.857142857142857, 3.0, 3.142857142857143, 3.7142857142857144, 4.0, 4.571428571428571, 5.0, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.428571428571429, 7.0, 7.428571428571429, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.571428571428571, 8.714285714285714, 9.285714285714286, 10.142857142857142, 10.428571428571429, 11.428571428571429, 11.714285714285714, 12.714285714285714, 13.142857142857142, 13.428571428571429, 13.714285714285714, 14.142857142857142, 14.285714285714286, 14.714285714285714, 15.142857142857142, 15.428571428571429, 15.857142857142858, 16.285714285714285, 16.857142857142858, 22.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 1.0, 0.2857142857142857, 1.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 5.571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category throughout the entire timeline. Reviews are submitted frequently in the initial weeks, with a notable cluster of activity occurring within the first 15 weeks. As time progresses, the frequency of reviews begins to taper off, with a significant gap before a final review is submitted at approximately 22 weeks. Overall, the reviews are predominantly concentrated in the earlier part of the timeline, indicating a trend of sustained engagement followed by a decrease in activity." }, { "dim_process": 18, "seq_idx": 1774, "seq_len": 41, "time_since_start": [ 0.0, 2.0, 2.142857142857143, 2.5714285714285716, 2.5714285714285716, 3.0, 3.5714285714285716, 4.142857142857143, 4.142857142857143, 4.571428571428571, 4.714285714285714, 5.571428571428571, 6.285714285714286, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.571428571428571, 10.285714285714286, 10.571428571428571, 10.714285714285714, 11.0, 11.428571428571429, 11.571428571428571, 11.857142857142858, 12.428571428571429, 12.857142857142858, 13.142857142857142, 14.142857142857142, 14.142857142857142, 14.285714285714286, 15.142857142857142, 15.285714285714286, 15.571428571428571, 15.714285714285714, 16.0, 17.714285714285715, 18.428571428571427, 22.0, 22.571428571428573, 23.0 ], "time_since_last_event": [ 0.0, 2.0, 0.14285714285714285, 0.42857142857142855, 0.0, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.0, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 0.7142857142857143, 1.4285714285714286, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.2857142857142857, 1.0, 0.0, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 1.7142857142857142, 0.7142857142857143, 3.5714285714285716, 0.5714285714285714, 0.42857142857142855 ], "type_event": [ 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 16, 16, 10, 10, 10, 5, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Automotive", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with the majority of reviews submitted in this category throughout the timeline. Reviews for the \"Kindle Store\" appear intermittently, often following clusters of \"Books\" reviews. The \"Automotive\" category is introduced later in the sequence, indicating a shift in review focus. Overall, the reviews are predominantly concentrated in the earlier weeks, with a gradual decrease in frequency as time progresses." }, { "dim_process": 18, "seq_idx": 1775, "seq_len": 65, "time_since_start": [ 0.0, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 1.2857142857142858, 1.4285714285714286, 1.8571428571428572, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.0, 3.5714285714285716, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.428571428571429, 5.571428571428571, 6.0, 6.142857142857143, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.142857142857142, 9.0, 9.714285714285714, 9.857142857142858, 10.0, 10.0, 10.142857142857142, 10.285714285714286, 10.857142857142858, 11.0, 11.142857142857142, 11.857142857142858, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 12.857142857142858, 15.857142857142858, 15.857142857142858, 16.0, 16.428571428571427, 16.571428571428573, 16.857142857142858, 17.142857142857142, 17.285714285714285, 17.428571428571427, 17.857142857142858, 18.0, 18.571428571428573, 19.285714285714285, 19.428571428571427, 21.0, 22.0, 22.142857142857142, 23.0, 23.285714285714285, 25.0 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.5714285714285714, 0.0, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 3.0, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.14285714285714285, 1.5714285714285714, 1.0, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 1.7142857142857142 ], "type_event": [ 10, 10, 16, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent focus on the \"Books\" category, with a notable presence of \"Kindle Store\" reviews occurring intermittently. Most reviews are submitted in the early weeks, with a peak in frequency around the 3 to 12-week mark. The \"Kindle Store\" reviews appear primarily at the beginning and later in the sequence, suggesting they are less frequent compared to the dominant \"Books\" reviews. Overall, the reviews cluster heavily within the first 25 weeks, with a gradual tapering off as time progresses." }, { "dim_process": 18, "seq_idx": 1776, "seq_len": 43, "time_since_start": [ 0.0, 0.42857142857142855, 0.8571428571428571, 1.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.7142857142857144, 3.0, 3.142857142857143, 3.857142857142857, 4.142857142857143, 4.857142857142857, 5.285714285714286, 6.142857142857143, 7.0, 7.142857142857143, 7.285714285714286, 7.857142857142857, 8.857142857142858, 9.428571428571429, 9.571428571428571, 10.0, 10.428571428571429, 10.857142857142858, 11.857142857142858, 12.857142857142858, 13.0, 13.571428571428571, 14.0, 14.428571428571429, 16.142857142857142, 16.285714285714285, 17.571428571428573, 17.857142857142858, 18.0, 18.142857142857142, 18.571428571428573, 19.285714285714285, 20.571428571428573, 21.285714285714285, 21.857142857142858, 22.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 1.0, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.42857142857142855, 1.0, 1.0, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.42857142857142855, 1.7142857142857142, 0.14285714285714285, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.7142857142857143, 1.2857142857142858, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews for books, with all entries falling within a continuous timeline. The reviews are submitted consistently over time, with a noticeable clustering of events occurring in the initial weeks, particularly within the first 10 weeks. As the timeline progresses, the frequency of reviews appears to maintain a steady pattern, with occasional gaps but no significant shifts in the type of product reviewed, indicating a sustained focus on books throughout the entire period." }, { "dim_process": 18, "seq_idx": 1777, "seq_len": 45, "time_since_start": [ 0.0, 0.2857142857142857, 0.7142857142857143, 1.8571428571428572, 2.7142857142857144, 2.7142857142857144, 2.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 4.857142857142857, 5.285714285714286, 6.571428571428571, 7.0, 7.0, 7.428571428571429, 7.428571428571429, 7.714285714285714, 7.857142857142857, 7.857142857142857, 8.0, 8.857142857142858, 9.428571428571429, 9.428571428571429, 9.714285714285714, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.142857142857142, 10.142857142857142, 11.0, 11.0, 11.857142857142858, 12.0, 12.0, 12.142857142857142, 13.714285714285714, 13.857142857142858, 14.714285714285714, 16.714285714285715, 21.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.42857142857142855, 1.1428571428571428, 0.8571428571428571, 0.0, 0.0, 1.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 1.2857142857142858, 0.42857142857142855, 0.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.0, 0.2857142857142857, 0.42857142857142855, 0.0, 0.0, 0.0, 0.0, 0.0, 0.8571428571428571, 0.0, 0.8571428571428571, 0.14285714285714285, 0.0, 0.14285714285714285, 1.5714285714285714, 0.14285714285714285, 0.8571428571428571, 2.0, 4.714285714285714 ], "type_event": [ 16, 10, 10, 10, 4, 15, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 16, 16, 10, 16, 10, 16, 10, 10, 13, 10, 15, 9, 16, 11, 16, 10, 16, 10, 16, 10, 10, 10, 16, 10, 16 ], "type_text": [ "Kindle Store", "Books", "Books", "Books", "Electronics", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Patio Lawn and Garden", "Books", "Clothing Shoes and Jewelry", "Office Products", "Kindle Store", "Home and Kitchen", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews begins with a focus on the Kindle Store and Books, with several reviews for these categories occurring in the initial weeks. As time progresses, there is a notable clustering of reviews for Books around the 3 to 5-week mark, followed by a mix of categories including Electronics and Clothing Shoes and Jewelry at the 2.71-week point. The user continues to review predominantly in the Books category, with a consistent presence of Kindle Store reviews throughout the timeline. Later weeks show a resurgence in Kindle Store reviews, culminating in a final cluster of reviews around the 21-week mark, indicating a sustained interest in both Kindle Store and Books over time." }, { "dim_process": 18, "seq_idx": 1778, "seq_len": 58, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 2.4285714285714284, 2.7142857142857144, 3.0, 3.5714285714285716, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 4.571428571428571, 6.428571428571429, 6.571428571428571, 6.714285714285714, 7.571428571428571, 7.857142857142857, 8.428571428571429, 9.0, 9.142857142857142, 9.571428571428571, 10.142857142857142, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.285714285714286, 11.714285714285714, 12.571428571428571, 12.714285714285714, 13.0, 13.142857142857142, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.285714285714286, 14.571428571428571, 14.857142857142858, 15.285714285714286, 16.0, 16.142857142857142, 16.285714285714285, 17.428571428571427, 17.571428571428573, 18.0, 18.142857142857142, 18.571428571428573, 18.714285714285715, 18.857142857142858, 19.0, 20.428571428571427, 20.857142857142858, 21.428571428571427, 21.571428571428573, 21.714285714285715, 22.142857142857142, 23.857142857142858, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 1.7142857142857142, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 1.1428571428571428, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 1.7142857142857142, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with all entries falling within a continuous timeline. The reviews begin shortly after the initial timestamp and occur frequently in the early weeks, showing a high concentration of activity within the first few weeks. As time progresses, the frequency of reviews appears to decrease slightly, but they continue to be submitted consistently over the entire period. There are no other categories present, indicating a focused interest in books throughout the sequence." }, { "dim_process": 18, "seq_idx": 1779, "seq_len": 93, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.4285714285714286, 1.5714285714285714, 1.5714285714285714, 1.7142857142857142, 2.0, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.857142857142857, 4.142857142857143, 5.142857142857143, 6.714285714285714, 6.857142857142857, 6.857142857142857, 7.285714285714286, 8.142857142857142, 8.285714285714286, 8.428571428571429, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 9.142857142857142, 9.285714285714286, 9.714285714285714, 9.857142857142858, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.428571428571429, 10.571428571428571, 10.714285714285714, 10.857142857142858, 11.0, 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"Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominance of reviews in the \"Books\" category, particularly in the early stages, with a gradual increase in reviews for the \"Kindle Store\" category over time. Initially, reviews are heavily clustered around the \"Books\" category, with a notable shift towards more frequent \"Kindle Store\" reviews starting around the 8-week mark. As the sequence progresses, there is a consistent intermingling of both categories, with some periods featuring a higher concentration of \"Kindle Store\" reviews, particularly between weeks 8 and 18. Overall, while \"Books\" remains the dominant category throughout the sequence, \"Kindle Store\" reviews become more prominent as time goes on." }, { "dim_process": 18, "seq_idx": 1780, "seq_len": 46, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 1.0, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.4285714285714284, 3.7142857142857144, 4.428571428571429, 4.857142857142857, 5.142857142857143, 6.0, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.571428571428571, 7.714285714285714, 8.0, 8.428571428571429, 8.714285714285714, 10.857142857142858, 11.285714285714286, 11.857142857142858, 11.857142857142858, 12.0, 12.428571428571429, 12.571428571428571, 13.0, 14.571428571428571, 14.857142857142858, 15.428571428571429, 15.714285714285714, 16.142857142857142, 16.714285714285715, 16.857142857142858, 17.571428571428573, 18.142857142857142, 22.428571428571427, 23.142857142857142, 23.714285714285715, 24.571428571428573 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.7142857142857143, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 2.142857142857143, 0.42857142857142855, 0.5714285714285714, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.42857142857142855, 1.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 4.285714285714286, 0.7142857142857143, 0.5714285714285714, 0.8571428571428571 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 16, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted in the early weeks. The first review of the \"Kindle Store\" category occurs around the 1.43-week mark, with subsequent reviews in this category appearing intermittently throughout the timeline. Notably, there is a cluster of \"Books\" reviews in the initial weeks, followed by a more balanced distribution of both categories in the later weeks, particularly between weeks 11 and 24, where \"Kindle Store\" reviews become more frequent. Overall, the trend indicates a strong initial interest in \"Books,\" with increasing engagement with the \"Kindle Store\" as time progresses." }, { "dim_process": 18, "seq_idx": 1781, "seq_len": 57, "time_since_start": [ 0.0, 0.7142857142857143, 0.7142857142857143, 1.5714285714285714, 1.7142857142857142, 2.2857142857142856, 2.5714285714285716, 3.857142857142857, 4.0, 4.0, 4.428571428571429, 4.714285714285714, 4.857142857142857, 5.285714285714286, 5.285714285714286, 5.428571428571429, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.0, 6.142857142857143, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.571428571428571, 7.714285714285714, 8.0, 8.571428571428571, 8.714285714285714, 8.714285714285714, 9.571428571428571, 10.0, 11.714285714285714, 11.857142857142858, 13.285714285714286, 14.428571428571429, 14.571428571428571, 14.714285714285714, 15.0, 15.285714285714286, 15.571428571428571, 16.0, 16.142857142857142, 16.857142857142858, 17.0, 17.285714285714285, 20.142857142857142, 20.571428571428573, 22.0, 22.285714285714285, 22.571428571428573, 22.857142857142858, 23.0, 23.857142857142858, 24.0, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.0, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.0, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.0, 0.8571428571428571, 0.42857142857142855, 1.7142857142857142, 0.14285714285714285, 1.4285714285714286, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.2857142857142857, 2.857142857142857, 0.42857142857142855, 1.4285714285714286, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.8571428571428571, 0.14285714285714285, 0.7142857142857143 ], "type_event": [ 10, 16, 10, 10, 16, 16, 16, 10, 16, 10, 10, 10, 10, 10, 16, 10, 10, 16, 16, 10, 10, 16, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 16, 16, 10, 16 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, particularly in the early weeks, where multiple reviews are submitted within a short timeframe. The \"Kindle Store\" category begins to appear shortly after, with a gradual increase in its frequency over time. As the sequence progresses, there is a noticeable clustering of \"Kindle Store\" reviews in the later weeks, especially after week 20, while \"Books\" reviews continue to be submitted consistently throughout the entire sequence. This pattern indicates a sustained interest in both categories, with a shift towards more frequent reviews of the \"Kindle Store\" as time advances." }, { "dim_process": 18, "seq_idx": 1782, "seq_len": 56, "time_since_start": [ 0.0, 0.7142857142857143, 1.5714285714285714, 1.5714285714285714, 2.2857142857142856, 3.7142857142857144, 4.571428571428571, 5.0, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.857142857142857, 8.285714285714286, 8.285714285714286, 8.571428571428571, 8.857142857142858, 9.285714285714286, 9.285714285714286, 9.571428571428571, 10.285714285714286, 10.571428571428571, 11.285714285714286, 11.285714285714286, 11.571428571428571, 11.714285714285714, 11.714285714285714, 12.285714285714286, 12.285714285714286, 12.428571428571429, 12.428571428571429, 12.428571428571429, 13.0, 13.571428571428571, 13.714285714285714, 14.142857142857142, 14.142857142857142, 14.142857142857142, 15.142857142857142, 15.142857142857142, 15.428571428571429, 15.428571428571429, 15.571428571428571, 15.571428571428571, 17.714285714285715, 18.285714285714285, 18.428571428571427, 18.714285714285715, 19.428571428571427, 20.428571428571427, 20.714285714285715, 20.714285714285715, 21.857142857142858, 22.857142857142858 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.8571428571428571, 0.0, 0.7142857142857143, 1.4285714285714286, 0.8571428571428571, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.2857142857142857, 0.14285714285714285, 1.0, 0.42857142857142855, 0.0, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.7142857142857143, 0.0, 0.2857142857142857, 0.14285714285714285, 0.0, 0.5714285714285714, 0.0, 0.14285714285714285, 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.42857142857142855, 0.0, 0.0, 1.0, 0.0, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 2.142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.0, 0.2857142857142857, 0.0, 1.1428571428571428, 1.0 ], "type_event": [ 10, 10, 10, 12, 10, 10, 11, 8, 10, 10, 10, 10, 12, 10, 15, 10, 7, 10, 11, 11, 8, 10, 10, 15, 15, 10, 7, 8, 12, 10, 8, 15, 11, 10, 11, 11, 11, 0, 10, 8, 2, 15, 10, 2, 2, 10, 15, 0, 10, 10, 8, 11, 8, 0, 10, 11 ], "type_text": [ "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Home and Kitchen", "Toys and Games", "Books", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Clothing Shoes and Jewelry", "Books", "Grocery and Gourmet Food", "Books", "Home and Kitchen", "Home and Kitchen", "Toys and Games", "Books", "Books", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Books", "Grocery and Gourmet Food", "Toys and Games", "Sports and Outdoors", "Books", "Toys and Games", "Clothing Shoes and Jewelry", "Home and Kitchen", "Books", "Home and Kitchen", "Home and Kitchen", "Home and Kitchen", "Other", "Books", "Toys and Games", "Pet Supplies", "Clothing Shoes and Jewelry", "Books", "Pet Supplies", "Pet Supplies", "Books", "Clothing Shoes and Jewelry", "Other", "Books", "Books", "Toys and Games", "Home and Kitchen", "Toys and Games", "Other", "Books", "Home and Kitchen" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing books early on, with a notable concentration of these reviews occurring within the first few weeks. As time progresses, reviews for various categories such as Sports and Outdoors, Toys and Games, and Home and Kitchen emerge, indicating a diversification in the user's review interests. Notably, there are clusters of reviews for Clothing Shoes and Jewelry and Pet Supplies in the later weeks, while Home and Kitchen reviews appear more frequently towards the middle and end of the sequence. Overall, the user transitions from a focus on books to a broader range of categories over time, with certain types of reviews appearing in clusters." }, { "dim_process": 18, "seq_idx": 1783, "seq_len": 42, "time_since_start": [ 0.0, 3.0, 3.0, 3.0, 3.0, 3.0, 6.142857142857143, 6.142857142857143, 6.857142857142857, 8.142857142857142, 8.142857142857142, 8.142857142857142, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.285714285714286, 9.714285714285714, 9.714285714285714, 12.0, 12.0, 12.142857142857142, 13.0, 14.714285714285714, 15.0, 15.142857142857142, 15.285714285714286, 15.285714285714286, 16.428571428571427, 16.571428571428573, 16.571428571428573, 16.714285714285715, 17.0, 18.142857142857142, 18.285714285714285, 20.0, 21.428571428571427, 21.714285714285715, 22.285714285714285, 23.142857142857142, 25.285714285714285, 25.428571428571427 ], "time_since_last_event": [ 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 3.142857142857143, 0.0, 0.7142857142857143, 1.2857142857142858, 0.0, 0.0, 1.1428571428571428, 0.0, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 2.2857142857142856, 0.0, 0.14285714285714285, 0.8571428571428571, 1.7142857142857142, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.0, 1.1428571428571428, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 1.7142857142857142, 1.4285714285714286, 0.2857142857142857, 0.5714285714285714, 0.8571428571428571, 2.142857142857143, 0.14285714285714285 ], "type_event": [ 15, 9, 0, 10, 11, 8, 15, 4, 8, 9, 8, 11, 8, 12, 15, 9, 5, 1, 8, 4, 9, 8, 15, 17, 4, 4, 9, 4, 12, 12, 11, 12, 1, 8, 11, 1, 17, 11, 11, 17, 11, 8 ], "type_text": [ "Clothing Shoes and Jewelry", "Office Products", "Other", "Books", "Home and Kitchen", "Toys and Games", "Clothing Shoes and Jewelry", "Electronics", "Toys and Games", "Office Products", "Toys and Games", "Home and Kitchen", "Toys and Games", "Sports and Outdoors", "Clothing Shoes and Jewelry", "Office Products", "Automotive", "Tools and Home Improvement", "Toys and Games", "Electronics", "Office Products", "Toys and Games", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Electronics", "Electronics", "Office Products", "Electronics", "Sports and Outdoors", "Sports and Outdoors", "Home and Kitchen", "Sports and Outdoors", "Tools and Home Improvement", "Toys and Games", "Home and Kitchen", "Tools and Home Improvement", "Cell Phones and Accessories", "Home and Kitchen", "Home and Kitchen", "Cell Phones and Accessories", "Home and Kitchen", "Toys and Games" ], "description": "The sequence of product reviews begins with a focus on Clothing, Shoes, and Jewelry, followed by a cluster of reviews in various categories occurring around three weeks in. As time progresses, there is a notable increase in reviews for Toys and Games, particularly around the nine-week mark, which coincides with reviews for multiple other categories. Electronics and Office Products also appear consistently, with several reviews clustered around the 15-week period. Towards the later weeks, there is a significant concentration of reviews in Home and Kitchen, alongside continued activity in Toys and Games and Cell Phones and Accessories. Overall, the review activity shows a pattern of initial diversity followed by specific category clusters as time advances." }, { "dim_process": 18, "seq_idx": 1784, "seq_len": 41, "time_since_start": [ 0.0, 0.2857142857142857, 1.0, 1.2857142857142858, 1.7142857142857142, 2.0, 2.2857142857142856, 3.0, 4.0, 5.0, 5.285714285714286, 7.0, 7.857142857142857, 8.0, 9.0, 9.142857142857142, 9.714285714285714, 10.0, 10.571428571428571, 11.0, 11.714285714285714, 13.285714285714286, 13.714285714285714, 14.0, 15.142857142857142, 15.285714285714286, 15.428571428571429, 16.0, 16.285714285714285, 16.571428571428573, 16.714285714285715, 17.0, 17.285714285714285, 18.571428571428573, 18.714285714285715, 19.285714285714285, 22.0, 22.285714285714285, 23.0, 23.714285714285715, 24.285714285714285 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.7142857142857143, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.7142857142857143, 1.0, 1.0, 0.2857142857142857, 1.7142857142857142, 0.8571428571428571, 0.14285714285714285, 1.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.42857142857142855, 0.7142857142857143, 1.5714285714285714, 0.42857142857142855, 0.2857142857142857, 1.1428571428571428, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 1.2857142857142858, 0.14285714285714285, 0.5714285714285714, 2.7142857142857144, 0.2857142857142857, 0.7142857142857143, 0.7142857142857143, 0.5714285714285714 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user shows a consistent focus on the \"Books\" category throughout the entire timeline. Reviews are submitted at regular intervals, particularly in the early weeks, with a notable concentration of reviews occurring within the first 18 weeks. After this initial period, the frequency of reviews appears to taper off slightly, though the user continues to submit reviews at varying intervals up to week 24. Overall, the trend indicates sustained engagement with book reviews over time, with no diversification into other categories." }, { "dim_process": 18, "seq_idx": 1785, "seq_len": 48, "time_since_start": [ 0.0, 0.42857142857142855, 0.7142857142857143, 1.0, 1.1428571428571428, 1.7142857142857142, 2.4285714285714284, 2.7142857142857144, 3.5714285714285716, 3.7142857142857144, 4.0, 6.142857142857143, 6.428571428571429, 6.428571428571429, 7.285714285714286, 7.857142857142857, 8.0, 8.285714285714286, 8.714285714285714, 8.857142857142858, 9.714285714285714, 14.428571428571429, 14.428571428571429, 14.428571428571429, 14.428571428571429, 14.428571428571429, 14.428571428571429, 14.571428571428571, 14.857142857142858, 15.142857142857142, 15.428571428571429, 15.428571428571429, 15.714285714285714, 15.857142857142858, 16.428571428571427, 16.571428571428573, 17.142857142857142, 17.571428571428573, 17.571428571428573, 18.428571428571427, 18.428571428571427, 19.428571428571427, 19.857142857142858, 20.857142857142858, 21.428571428571427, 23.285714285714285, 24.571428571428573, 25.285714285714285 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 0.2857142857142857, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 2.142857142857143, 0.2857142857142857, 0.0, 0.8571428571428571, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.8571428571428571, 4.714285714285714, 0.0, 0.0, 0.0, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.2857142857142857, 0.0, 0.2857142857142857, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.5714285714285714, 0.42857142857142855, 0.0, 0.8571428571428571, 0.0, 1.0, 0.42857142857142855, 1.0, 0.5714285714285714, 1.8571428571428572, 1.2857142857142858, 0.7142857142857143 ], "type_event": [ 10, 10, 10, 11, 12, 10, 10, 10, 12, 10, 10, 15, 10, 15, 10, 10, 10, 15, 10, 10, 10, 11, 0, 4, 5, 9, 10, 10, 10, 10, 15, 10, 11, 10, 10, 10, 10, 10, 9, 15, 10, 11, 10, 12, 10, 15, 11, 11 ], "type_text": [ "Books", "Books", "Books", "Home and Kitchen", "Sports and Outdoors", "Books", "Books", "Books", "Sports and Outdoors", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Books", "Books", "Home and Kitchen", "Other", "Electronics", "Automotive", "Office Products", "Books", "Books", "Books", "Books", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Books", "Books", "Books", "Books", "Books", "Office Products", "Clothing Shoes and Jewelry", "Books", "Home and Kitchen", "Books", "Sports and Outdoors", "Books", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen" ], "description": "The sequence of product reviews begins with a strong focus on the \"Books\" category, which dominates the early weeks. As time progresses, reviews for \"Home and Kitchen\" and \"Sports and Outdoors\" emerge, with \"Books\" continuing to be reviewed frequently. A notable clustering of reviews occurs around the 14-week mark, where multiple categories, including \"Books,\" \"Home and Kitchen,\" and \"Electronics,\" are reviewed simultaneously. In the later weeks, \"Clothing Shoes and Jewelry\" starts to appear more frequently alongside ongoing reviews of \"Books\" and \"Home and Kitchen,\" indicating a diversification of review categories over time. Overall, the pattern shows an initial concentration on \"Books,\" followed by the introduction of a wider variety of categories as time progresses." }, { "dim_process": 18, "seq_idx": 1786, "seq_len": 42, "time_since_start": [ 0.0, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 1.4285714285714286, 1.7142857142857142, 4.285714285714286, 4.857142857142857, 5.142857142857143, 7.714285714285714, 7.714285714285714, 8.0, 8.428571428571429, 8.571428571428571, 8.714285714285714, 9.0, 9.0, 9.142857142857142, 9.142857142857142, 9.285714285714286, 9.285714285714286, 9.428571428571429, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.714285714285714, 10.857142857142858, 11.0, 11.142857142857142, 11.285714285714286, 11.428571428571429, 11.571428571428571, 12.285714285714286, 12.571428571428571, 12.714285714285714, 13.142857142857142, 13.428571428571429, 13.571428571428571, 14.857142857142858, 15.714285714285714, 17.0, 17.857142857142858 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 2.5714285714285716, 0.5714285714285714, 0.2857142857142857, 2.5714285714285716, 0.0, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 1.2857142857142858, 0.8571428571428571, 1.2857142857142858, 0.8571428571428571 ], "type_event": [ 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 10, 16, 10, 16, 10, 16, 10, 10, 10, 10, 16, 16, 16, 16, 16, 16, 10, 10, 10, 10, 10, 16, 10, 16, 16, 10 ], "type_text": [ "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books" ], "description": "The sequence of product reviews begins with a focus on the \"Books\" category, with multiple entries occurring within the first two weeks. As time progresses, there is a noticeable shift towards the \"Kindle Store,\" with several reviews clustered around the 7 to 12-week mark. After this period, the frequency of \"Books\" reviews increases again, particularly around the 14 to 17-week timeframe, while \"Kindle Store\" reviews continue to appear intermittently throughout the sequence. Overall, the pattern shows an initial dominance of \"Books,\" followed by a mix of both categories, with \"Kindle Store\" reviews becoming more prominent in the middle of the timeline." }, { "dim_process": 18, "seq_idx": 1787, "seq_len": 100, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.7142857142857143, 1.1428571428571428, 1.4285714285714286, 1.8571428571428572, 2.142857142857143, 2.2857142857142856, 2.7142857142857144, 2.857142857142857, 3.0, 3.142857142857143, 3.4285714285714284, 4.0, 4.142857142857143, 4.285714285714286, 4.571428571428571, 5.0, 5.142857142857143, 5.285714285714286, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.714285714285714, 6.857142857142857, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.142857142857142, 8.285714285714286, 8.714285714285714, 9.142857142857142, 9.285714285714286, 9.571428571428571, 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21.571428571428573, 21.714285714285715, 22.0, 22.142857142857142, 22.285714285714285, 23.142857142857142, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 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0.14285714285714285, 0.2857142857142857, 0.0, 1.2857142857142858, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 1.2857142857142858 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews predominantly consists of reviews for books, with a consistent pattern of submissions occurring over time. The reviews are clustered closely together, particularly in the early weeks, with a gradual increase in the frequency of reviews as time progresses. There is a notable transition to a review for the Kindle Store at around the 20-week mark, followed by additional reviews for books continuing shortly thereafter. Overall, the majority of reviews are concentrated within the first 24 weeks, maintaining a steady focus on books throughout the sequence." }, { "dim_process": 18, "seq_idx": 1788, "seq_len": 109, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.5714285714285714, 0.7142857142857143, 1.0, 1.8571428571428572, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.0, 3.0, 3.142857142857143, 3.2857142857142856, 3.4285714285714284, 3.7142857142857144, 3.857142857142857, 4.285714285714286, 4.428571428571429, 4.571428571428571, 4.714285714285714, 4.857142857142857, 5.0, 5.142857142857143, 5.285714285714286, 5.571428571428571, 5.714285714285714, 5.857142857142857, 6.142857142857143, 6.428571428571429, 6.571428571428571, 6.714285714285714, 6.857142857142857, 7.142857142857143, 7.714285714285714, 8.0, 8.142857142857142, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.0, 9.142857142857142, 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0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.8571428571428572, 1.0, 0.14285714285714285, 0.14285714285714285 ], "type_event": [ 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 16, 16, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a strong focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Most reviews occur in clusters, particularly within the first 15 weeks, where the majority are for \"Books.\" The \"Kindle Store\" reviews appear intermittently, primarily at specific points such as around weeks 0.57, 3.0, 9.86, and 19.71, suggesting they are less frequent compared to \"Books.\" Overall, the trend indicates a sustained interest in \"Books\" throughout the entire period, with \"Kindle Store\" reviews appearing at various intervals but not dominating the sequence." }, { "dim_process": 18, "seq_idx": 1789, "seq_len": 49, "time_since_start": [ 0.0, 0.0, 0.0, 0.14285714285714285, 0.7142857142857143, 2.857142857142857, 3.142857142857143, 3.142857142857143, 7.142857142857143, 7.285714285714286, 8.0, 8.0, 8.0, 8.0, 8.142857142857142, 8.428571428571429, 8.428571428571429, 9.142857142857142, 10.142857142857142, 10.142857142857142, 11.857142857142858, 12.285714285714286, 13.714285714285714, 13.714285714285714, 13.714285714285714, 14.285714285714286, 14.571428571428571, 14.571428571428571, 14.857142857142858, 17.571428571428573, 17.571428571428573, 19.142857142857142, 20.0, 20.0, 20.0, 20.142857142857142, 20.142857142857142, 20.142857142857142, 20.142857142857142, 20.571428571428573, 20.571428571428573, 20.571428571428573, 21.142857142857142, 21.142857142857142, 24.142857142857142, 24.142857142857142, 24.142857142857142, 24.142857142857142, 24.428571428571427 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.14285714285714285, 0.5714285714285714, 2.142857142857143, 0.2857142857142857, 0.0, 4.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.0, 0.0, 0.14285714285714285, 0.2857142857142857, 0.0, 0.7142857142857143, 1.0, 0.0, 1.7142857142857142, 0.42857142857142855, 1.4285714285714286, 0.0, 0.0, 0.5714285714285714, 0.2857142857142857, 0.0, 0.2857142857142857, 2.7142857142857144, 0.0, 1.5714285714285714, 0.8571428571428571, 0.0, 0.0, 0.14285714285714285, 0.0, 0.0, 0.0, 0.42857142857142855, 0.0, 0.0, 0.5714285714285714, 0.0, 3.0, 0.0, 0.0, 0.0, 0.2857142857142857 ], "type_event": [ 1, 11, 9, 9, 8, 5, 11, 9, 11, 3, 15, 1, 11, 9, 3, 11, 1, 9, 15, 11, 7, 0, 15, 9, 13, 11, 13, 11, 12, 13, 1, 15, 17, 15, 11, 11, 5, 9, 15, 15, 0, 2, 13, 15, 13, 2, 7, 1, 0 ], "type_text": [ "Tools and Home Improvement", "Home and Kitchen", "Office Products", "Office Products", "Toys and Games", "Automotive", "Home and Kitchen", "Office Products", "Home and Kitchen", "Arts Crafts and Sewing", "Clothing Shoes and Jewelry", "Tools and Home Improvement", "Home and Kitchen", "Office Products", "Arts Crafts and Sewing", "Home and Kitchen", "Tools and Home Improvement", "Office Products", "Clothing Shoes and Jewelry", "Home and Kitchen", "Grocery and Gourmet Food", "Other", "Clothing Shoes and Jewelry", "Office Products", "Patio Lawn and Garden", "Home and Kitchen", "Patio Lawn and Garden", "Home and Kitchen", "Sports and Outdoors", "Patio Lawn and Garden", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Cell Phones and Accessories", "Clothing Shoes and Jewelry", "Home and Kitchen", "Home and Kitchen", "Automotive", "Office Products", "Clothing Shoes and Jewelry", "Clothing Shoes and Jewelry", "Other", "Pet Supplies", "Patio Lawn and Garden", "Clothing Shoes and Jewelry", "Patio Lawn and Garden", "Pet Supplies", "Grocery and Gourmet Food", "Tools and Home Improvement", "Other" ], "description": "The sequence of product reviews begins with a cluster of reviews in the Tools and Home Improvement, Home and Kitchen, and Office Products categories at the start. As time progresses, there is a noticeable shift towards a greater variety of categories, including Toys and Games, Automotive, and Clothing Shoes and Jewelry, with several reviews for these categories appearing around the 8 to 10-week mark. Reviews for Patio Lawn and Garden and Pet Supplies emerge later in the timeline, particularly around the 21 to 24-week range, indicating a trend of increasing diversity in product categories over time. Additionally, there are multiple instances of reviews for Clothing Shoes and Jewelry and Home and Kitchen, suggesting these categories are revisited frequently throughout the sequence." }, { "dim_process": 18, "seq_idx": 1790, "seq_len": 42, "time_since_start": [ 0.0, 0.2857142857142857, 0.42857142857142855, 0.7142857142857143, 1.0, 1.8571428571428572, 2.5714285714285716, 3.0, 4.0, 4.142857142857143, 4.571428571428571, 4.857142857142857, 5.571428571428571, 7.142857142857143, 7.428571428571429, 7.857142857142857, 8.285714285714286, 10.0, 10.142857142857142, 10.428571428571429, 10.571428571428571, 11.285714285714286, 12.428571428571429, 13.0, 13.285714285714286, 13.571428571428571, 15.0, 15.571428571428571, 16.285714285714285, 16.714285714285715, 17.142857142857142, 17.428571428571427, 18.285714285714285, 19.142857142857142, 19.285714285714285, 19.571428571428573, 19.857142857142858, 20.428571428571427, 21.0, 22.0, 23.0, 23.428571428571427 ], "time_since_last_event": [ 0.0, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.8571428571428571, 0.7142857142857143, 0.42857142857142855, 1.0, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.7142857142857143, 1.5714285714285714, 0.2857142857142857, 0.42857142857142855, 0.42857142857142855, 1.7142857142857142, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 1.1428571428571428, 0.5714285714285714, 0.2857142857142857, 0.2857142857142857, 1.4285714285714286, 0.5714285714285714, 0.7142857142857143, 0.42857142857142855, 0.42857142857142855, 0.2857142857142857, 0.8571428571428571, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 1.0, 1.0, 0.42857142857142855 ], "type_event": [ 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 16, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with reviews consistently submitted over a span of weeks, particularly concentrated in the initial weeks. The first review in the \"Kindle Store\" category appears after several weeks of book reviews, indicating a shift in focus. As time progresses, the frequency of reviews remains steady, with occasional entries in the \"Kindle Store\" interspersed among the ongoing reviews of books. Overall, the trend indicates a sustained interest in books, with the \"Kindle Store\" reviews occurring later in the sequence." }, { "dim_process": 18, "seq_idx": 1791, "seq_len": 47, "time_since_start": [ 0.0, 0.42857142857142855, 1.7142857142857142, 2.5714285714285716, 2.7142857142857144, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.857142857142857, 4.428571428571429, 5.285714285714286, 5.571428571428571, 6.0, 6.571428571428571, 7.285714285714286, 8.0, 8.714285714285714, 8.857142857142858, 9.571428571428571, 9.714285714285714, 9.857142857142858, 10.714285714285714, 11.285714285714286, 11.571428571428571, 11.714285714285714, 11.857142857142858, 12.285714285714286, 12.714285714285714, 13.285714285714286, 13.571428571428571, 13.714285714285714, 13.857142857142858, 14.142857142857142, 14.571428571428571, 14.714285714285714, 15.0, 15.142857142857142, 15.571428571428571, 15.857142857142858, 16.0, 16.714285714285715, 17.285714285714285, 17.428571428571427, 17.714285714285715, 18.571428571428573, 18.714285714285715, 21.0 ], "time_since_last_event": [ 0.0, 0.42857142857142855, 1.2857142857142858, 0.8571428571428571, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.8571428571428571, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.7142857142857143, 0.14285714285714285, 0.7142857142857143, 0.14285714285714285, 0.14285714285714285, 0.8571428571428571, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.8571428571428571, 0.14285714285714285, 2.2857142857142856 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a consistent pattern of the user submitting reviews primarily in the \"Books\" category over an extended period. The reviews are submitted at a relatively steady pace, with a notable cluster of submissions occurring in the first 18 weeks, particularly between weeks 0 and 18. After week 18, the frequency of reviews decreases significantly, with only a few submissions noted up to week 21. Overall, the trend indicates a strong initial engagement with the \"Books\" category that tapers off towards the end of the observed period." }, { "dim_process": 18, "seq_idx": 1792, "seq_len": 82, "time_since_start": [ 0.0, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 1.0, 1.1428571428571428, 1.2857142857142858, 1.4285714285714286, 1.5714285714285714, 2.0, 2.142857142857143, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 3.0, 3.142857142857143, 3.4285714285714284, 3.5714285714285716, 3.7142857142857144, 4.0, 4.142857142857143, 4.428571428571429, 4.571428571428571, 5.0, 5.142857142857143, 5.285714285714286, 5.428571428571429, 5.571428571428571, 6.0, 6.142857142857143, 6.285714285714286, 6.428571428571429, 6.571428571428571, 7.142857142857143, 7.285714285714286, 7.571428571428571, 7.714285714285714, 8.0, 8.428571428571429, 9.0, 9.142857142857142, 9.285714285714286, 9.428571428571429, 9.571428571428571, 9.714285714285714, 10.0, 10.142857142857142, 10.285714285714286, 10.428571428571429, 10.571428571428571, 12.0, 12.142857142857142, 12.285714285714286, 12.428571428571429, 12.571428571428571, 13.0, 13.142857142857142, 13.285714285714286, 13.428571428571429, 14.0, 14.142857142857142, 14.285714285714286, 14.428571428571429, 14.571428571428571, 15.0, 15.285714285714286, 15.428571428571429, 15.571428571428571, 16.0, 16.142857142857142, 16.285714285714285, 16.428571428571427, 16.571428571428573, 17.0, 17.285714285714285, 17.428571428571427, 17.714285714285715, 18.0, 18.428571428571427, 18.714285714285715, 22.142857142857142 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.4285714285714286, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.14285714285714285, 0.2857142857142857, 0.2857142857142857, 0.42857142857142855, 0.2857142857142857, 3.4285714285714284 ], "type_event": [ 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews submitted by the user predominantly consists of reviews in the \"Books\" category, occurring consistently over time. The reviews are submitted at regular intervals, with a notable pattern of clustering in the earlier weeks, particularly within the first 10 weeks. As time progresses, the frequency of reviews remains steady, with some gaps appearing before a resurgence in activity around the 18-week mark and a final submission at 22 weeks. Overall, the reviews exhibit a sustained engagement with the \"Books\" category throughout the observed period." }, { "dim_process": 18, "seq_idx": 1793, "seq_len": 48, "time_since_start": [ 0.0, 0.7142857142857143, 0.8571428571428571, 0.8571428571428571, 1.4285714285714286, 1.5714285714285714, 1.7142857142857142, 1.8571428571428572, 2.0, 2.142857142857143, 2.2857142857142856, 2.2857142857142856, 2.4285714285714284, 2.5714285714285716, 2.857142857142857, 3.4285714285714284, 4.0, 4.142857142857143, 4.285714285714286, 4.428571428571429, 5.428571428571429, 5.571428571428571, 5.714285714285714, 6.0, 6.142857142857143, 6.142857142857143, 6.571428571428571, 6.714285714285714, 7.0, 8.285714285714286, 8.571428571428571, 8.714285714285714, 8.857142857142858, 9.285714285714286, 10.142857142857142, 10.285714285714286, 10.571428571428571, 11.0, 11.142857142857142, 11.285714285714286, 12.0, 12.571428571428571, 13.0, 15.857142857142858, 16.0, 16.428571428571427, 18.142857142857142, 24.714285714285715 ], "time_since_last_event": [ 0.0, 0.7142857142857143, 0.14285714285714285, 0.0, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.5714285714285714, 0.5714285714285714, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 1.0, 0.14285714285714285, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.42857142857142855, 0.14285714285714285, 0.2857142857142857, 1.2857142857142858, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.7142857142857143, 0.5714285714285714, 0.42857142857142855, 2.857142857142857, 0.14285714285714285, 0.42857142857142855, 1.7142857142857142, 6.571428571428571 ], "type_event": [ 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16 ], "type_text": [ "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store" ], "description": "The sequence of product reviews shows a consistent pattern of the user primarily reviewing books, with a notable emphasis on this category occurring throughout the timeline. Kindle Store reviews appear less frequently, primarily clustered at the beginning, around the 2-week mark, and later around the 12-week and 24-week marks. The reviews for books are densely packed, particularly in the initial weeks, with a gradual decline in frequency as time progresses, although they remain the dominant category throughout the entire sequence." }, { "dim_process": 18, "seq_idx": 1794, "seq_len": 47, "time_since_start": [ 0.0, 0.14285714285714285, 0.5714285714285714, 0.7142857142857143, 0.7142857142857143, 0.8571428571428571, 1.7142857142857142, 1.7142857142857142, 2.2857142857142856, 3.142857142857143, 3.2857142857142856, 3.5714285714285716, 3.7142857142857144, 3.7142857142857144, 3.857142857142857, 4.428571428571429, 4.714285714285714, 5.285714285714286, 5.428571428571429, 5.714285714285714, 5.857142857142857, 5.857142857142857, 6.0, 6.285714285714286, 6.428571428571429, 6.571428571428571, 7.0, 7.142857142857143, 7.285714285714286, 7.428571428571429, 7.571428571428571, 7.714285714285714, 7.857142857142857, 8.285714285714286, 8.857142857142858, 9.142857142857142, 9.285714285714286, 9.285714285714286, 9.428571428571429, 9.857142857142858, 10.0, 11.0, 11.428571428571429, 12.0, 12.142857142857142, 13.142857142857142, 16.428571428571427 ], "time_since_last_event": [ 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.0, 0.14285714285714285, 0.8571428571428571, 0.0, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.5714285714285714, 0.2857142857142857, 0.5714285714285714, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.2857142857142857, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.14285714285714285, 0.42857142857142855, 0.5714285714285714, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.42857142857142855, 0.14285714285714285, 1.0, 0.42857142857142855, 0.5714285714285714, 0.14285714285714285, 1.0, 3.2857142857142856 ], "type_event": [ 10, 10, 16, 16, 10, 16, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 16, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 10, 16, 10, 16, 10, 10, 10, 10, 10, 10, 10 ], "type_text": [ "Books", "Books", "Kindle Store", "Kindle Store", "Books", "Kindle Store", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Books", "Kindle Store", "Books", "Kindle Store", "Books", "Books", "Books", "Books", "Books", "Books", "Books" ], "description": "The sequence of product reviews shows a predominant focus on the \"Books\" category, with a consistent pattern of reviews submitted over time. Initially, there is a mix of reviews in both the \"Books\" and \"Kindle Store\" categories, but as time progresses, the frequency of \"Books\" reviews significantly increases. The reviews are clustered primarily in the earlier weeks, particularly within the first 12 weeks, with a noticeable peak in the number of \"Books\" reviews around week 7. The \"Kindle Store\" reviews appear less frequently and are primarily concentrated in the earlier part of the sequence, suggesting a trend where \"Books\" reviews dominate the overall review activity." }, { "dim_process": 18, "seq_idx": 1795, "seq_len": 44, "time_since_start": [ 0.0, 0.0, 0.0, 0.5714285714285714, 1.1428571428571428, 2.0, 2.142857142857143, 2.5714285714285716, 2.857142857142857, 2.857142857142857, 2.857142857142857, 4.428571428571429, 4.428571428571429, 4.428571428571429, 4.571428571428571, 4.571428571428571, 5.0, 5.0, 6.0, 7.571428571428571, 7.571428571428571, 8.571428571428571, 9.285714285714286, 10.0, 10.285714285714286, 10.428571428571429, 10.428571428571429, 10.571428571428571, 11.285714285714286, 11.285714285714286, 11.285714285714286, 11.571428571428571, 11.571428571428571, 11.571428571428571, 13.571428571428571, 14.428571428571429, 14.428571428571429, 18.571428571428573, 18.571428571428573, 18.571428571428573, 20.142857142857142, 20.142857142857142, 20.142857142857142, 22.0 ], "time_since_last_event": [ 0.0, 0.0, 0.0, 0.5714285714285714, 0.5714285714285714, 0.8571428571428571, 0.14285714285714285, 0.42857142857142855, 0.2857142857142857, 0.0, 0.0, 1.5714285714285714, 0.0, 0.0, 0.14285714285714285, 0.0, 0.42857142857142855, 0.0, 1.0, 1.5714285714285714, 0.0, 1.0, 0.7142857142857143, 0.7142857142857143, 0.2857142857142857, 0.14285714285714285, 0.0, 0.14285714285714285, 0.7142857142857143, 0.0, 0.0, 0.2857142857142857, 0.0, 0.0, 2.0, 0.8571428571428571, 0.0, 4.142857142857143, 0.0, 0.0, 1.5714285714285714, 0.0, 0.0, 1.8571428571428572 ], "type_event": [ 0, 11, 4, 9, 1, 15, 11, 9, 11, 2, 15, 7, 0, 11, 4, 8, 0, 4, 0, 11, 12, 1, 5, 13, 11, 9, 11, 1, 3, 9, 15, 12, 4, 9, 9, 9, 6, 5, 2, 11, 2, 6, 4, 4 ], "type_text": [ "Other", "Home and Kitchen", "Electronics", "Office Products", "Tools and Home Improvement", "Clothing Shoes and Jewelry", "Home and Kitchen", "Office Products", "Home and Kitchen", "Pet Supplies", "Clothing Shoes and Jewelry", "Grocery and Gourmet Food", "Other", "Home and Kitchen", "Electronics", "Toys and Games", "Other", "Electronics", "Other", "Home and Kitchen", "Sports and Outdoors", "Tools and Home Improvement", "Automotive", "Patio Lawn and Garden", "Home and Kitchen", "Office Products", "Home and Kitchen", "Tools and Home Improvement", "Arts Crafts and Sewing", "Office Products", "Clothing Shoes and Jewelry", "Sports and Outdoors", "Electronics", "Office Products", "Office Products", "Office Products", "Industrial and Scientific", "Automotive", "Pet Supplies", "Home and Kitchen", "Pet Supplies", "Industrial and Scientific", "Electronics", "Electronics" ], "description": "The sequence of product reviews shows a diverse range of categories submitted over time, with an initial concentration in categories like Home and Kitchen and Electronics. Early reviews primarily feature Other and Home and Kitchen products, with a gradual increase in reviews for Office Products and Clothing Shoes and Jewelry around the two-week mark. As time progresses, there is a noticeable clustering of reviews in the Office Products category, particularly between weeks 10 and 14, while categories such as Automotive and Pet Supplies appear later in the sequence. The review activity appears to peak around the 11-week mark, with a variety of categories being represented, before tapering off in the final weeks." } ]