Commit ·
d1abdb0
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Parent(s):
Duplicate from FronkonGames/steam-games-dataset
Browse filesCo-authored-by: Martin Bustos <FronkonGames@users.noreply.huggingface.co>
- .gitattributes +56 -0
- README.md +219 -0
- data/train-00000-of-00001.parquet +3 -0
- games.csv +3 -0
- games.json +3 -0
- images/banner.png +3 -0
.gitattributes
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# Audio files - uncompressed
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games.csv filter=lfs diff=lfs merge=lfs -text
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games.json filter=lfs diff=lfs merge=lfs -text
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README.md
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| 1 |
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---
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license: cc-by-4.0
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| 3 |
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language:
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| 4 |
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- en
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| 5 |
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tags:
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| 6 |
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- games
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| 7 |
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- steam
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- video games
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| 9 |
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- gamedev
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- game development
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| 11 |
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task_categories:
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| 12 |
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- text-generation
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| 13 |
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- tabular-classification
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| 14 |
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- tabular-regression
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| 15 |
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- feature-extraction
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| 16 |
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- zero-shot-classification
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| 17 |
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- text-retrieval
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| 18 |
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- text-ranking
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| 19 |
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- summarization
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| 20 |
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configs:
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- config_name: default
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data_files:
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- split: train
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path: data/train-*
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pretty_name: Steam Games Dataset
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size_categories:
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- 10K<n<100K
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dataset_info:
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features:
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| 30 |
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- name: appID
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dtype: string
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| 32 |
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- name: name
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dtype: string
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| 34 |
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- name: release_date
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| 35 |
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dtype: string
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| 36 |
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- name: estimated_owners
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| 37 |
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dtype: string
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| 38 |
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- name: peak_ccu
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| 39 |
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dtype: int64
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| 40 |
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- name: required_age
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| 41 |
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dtype: int64
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| 42 |
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- name: price
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| 43 |
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dtype: float64
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| 44 |
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- name: dlc_count
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| 45 |
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dtype: int64
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| 46 |
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- name: detailed_description
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dtype: string
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| 48 |
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- name: short_description
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| 49 |
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dtype: string
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| 50 |
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- name: supported_languages
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list: string
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| 52 |
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- name: full_audio_languages
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| 53 |
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list: string
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| 54 |
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- name: reviews
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| 55 |
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dtype: string
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| 56 |
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- name: header_image
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dtype: string
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- name: website
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dtype: string
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- name: support_url
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dtype: string
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| 62 |
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- name: support_email
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| 63 |
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dtype: string
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| 64 |
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- name: windows
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| 65 |
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dtype: bool
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| 66 |
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- name: mac
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| 67 |
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dtype: bool
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| 68 |
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- name: linux
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| 69 |
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dtype: bool
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| 70 |
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- name: metacritic_score
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| 71 |
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dtype: int64
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| 72 |
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- name: metacritic_url
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| 73 |
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dtype: string
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| 74 |
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- name: user_score
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| 75 |
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dtype: int64
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| 76 |
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- name: positive
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| 77 |
+
dtype: int64
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| 78 |
+
- name: negative
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| 79 |
+
dtype: int64
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| 80 |
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- name: score_rank
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| 81 |
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dtype: string
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| 82 |
+
- name: achievements
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| 83 |
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dtype: int64
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| 84 |
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- name: recommendations
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| 85 |
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dtype: int64
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| 86 |
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- name: notes
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| 87 |
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dtype: string
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| 88 |
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- name: average_playtime_forever
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| 89 |
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dtype: int64
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| 90 |
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- name: average_playtime_2weeks
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| 91 |
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dtype: int64
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| 92 |
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- name: median_playtime_forever
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| 93 |
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dtype: int64
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| 94 |
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- name: median_playtime_2weeks
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| 95 |
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dtype: int64
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| 96 |
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- name: developers
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| 97 |
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list: string
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| 98 |
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- name: publishers
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| 99 |
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list: string
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- name: categories
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| 101 |
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list: string
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| 102 |
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- name: genres
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| 103 |
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list: string
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| 104 |
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- name: tags
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| 105 |
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list: 'null'
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| 106 |
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- name: screenshots
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| 107 |
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list: string
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| 108 |
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- name: movies
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| 109 |
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list: 'null'
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| 110 |
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- name: packages
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| 111 |
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dtype: string
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| 112 |
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splits:
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| 113 |
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- name: train
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| 114 |
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num_bytes: 442552363
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| 115 |
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num_examples: 124146
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| 116 |
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download_size: 191983414
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| 117 |
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dataset_size: 442552363
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| 118 |
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---
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| 119 |
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<p align="center"><img src="images/banner.png"/></p>
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| 120 |
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| 121 |
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# Overview
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| 122 |
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| 123 |
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Information of **more than 120,000 games** published on Steam. Maintained by **[Fronkon Games](https://github.com/FronkonGames)**.
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| 124 |
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| 125 |
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This dataset has been created with **[this code (MIT)](https://github.com/FronkonGames/Steam-Games-Scraper)** and use the API provided by _Steam_, the largest gaming platform on PC. Data is also collected from _Steam Spy_.
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| 126 |
+
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| 127 |
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Only published games, _no DLCs, episodes, music, videos, etc_.
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| 128 |
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| 129 |
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Here is a simple example of how to parse json information:
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| 130 |
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| 131 |
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```
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| 132 |
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# Simple parse of the 'games.json' file.
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| 133 |
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import os
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| 134 |
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import json
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| 135 |
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| 136 |
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dataset = {}
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| 137 |
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if os.path.exists('games.json'):
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| 138 |
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with open('games.json', 'r', encoding='utf-8') as fin:
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| 139 |
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text = fin.read()
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| 140 |
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if len(text) > 0:
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| 141 |
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dataset = json.loads(text)
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| 142 |
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| 143 |
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for app in dataset:
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| 144 |
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appID = app # AppID, unique identifier for each app (string).
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| 145 |
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game = dataset[app]
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| 146 |
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| 147 |
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name = game['name'] # Game name (string).
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| 148 |
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releaseDate = game['release_date'] # Release date (string).
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| 149 |
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estimatedOwners = game['estimated_owners'] # Estimated owners (string, e.g.: "0 - 20000").
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| 150 |
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peakCCU = game['peak_ccu'] # Number of concurrent users, yesterday (int).
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| 151 |
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required_age = game['required_age'] # Age required to play, 0 if it is for all audiences (int).
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| 152 |
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price = game['price'] # Price in USD, 0.0 if its free (float).
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| 153 |
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dlcCount = game['dlc_count'] # Number of DLCs, 0 if you have none (int).
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| 154 |
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longDesc = game['detailed_description'] # Detailed description of the game (string).
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| 155 |
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shortDesc = game['short_description'] # Brief description of the game,
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| 156 |
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# does not contain HTML tags (string).
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| 157 |
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languages = game['supported_languages'] # Comma-separated enumeration of supporting languages.
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| 158 |
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fullAudioLanguages = game['full_audio_languages'] # Comma-separated enumeration of languages with audio support.
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| 159 |
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reviews = game['reviews'] #
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| 160 |
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headerImage = game['header_image'] # Header image URL in the store (string).
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| 161 |
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website = game['website'] # Game website (string).
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| 162 |
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supportWeb = game['support_url'] # Game support URL (string).
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| 163 |
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supportEmail = game['support_email'] # Game support email (string).
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| 164 |
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supportWindows = game['windows'] # Does it support Windows? (bool).
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| 165 |
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supportMac = game['mac'] # Does it support Mac? (bool).
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| 166 |
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supportLinux = game['linux'] # Does it support Linux? (bool).
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| 167 |
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metacriticScore = game['metacritic_score'] # Metacritic score, 0 if it has none (int).
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| 168 |
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metacriticURL = game['metacritic_url'] # Metacritic review URL (string).
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| 169 |
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userScore = game['user_score'] # Users score, 0 if it has none (int).
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| 170 |
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positive = game['positive'] # Positive votes (int).
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| 171 |
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negative = game['negative'] # Negative votes (int).
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| 172 |
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scoreRank = game['score_rank'] # Score rank of the game based on user reviews (string).
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| 173 |
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achievements = game['achievements'] # Number of achievements, 0 if it has none (int).
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| 174 |
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recommens = game['recommendations'] # User recommendations, 0 if it has none (int).
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| 175 |
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notes = game['notes'] # Extra information about the game content (string).
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| 176 |
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averagePlaytime = game['average_playtime_forever'] # Average playtime since March 2009, in minutes (int).
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| 177 |
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averageplaytime2W = game['average_playtime_2weeks'] # Average playtime in the last two weeks, in minutes (int).
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| 178 |
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medianPlaytime = game['median_playtime_forever'] # Median playtime since March 2009, in minutes (int).
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| 179 |
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medianPlaytime2W = game['median_playtime_2weeks'] # Median playtime in the last two weeks, in minutes (int).
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| 180 |
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| 181 |
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packages = game['packages'] # Available packages.
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| 182 |
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for pack in packages:
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| 183 |
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title = pack['title'] # Package title (string).
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| 184 |
+
packDesc = pack['description'] # Package description (string).
|
| 185 |
+
|
| 186 |
+
subs = pack['subs'] # Subpackages.
|
| 187 |
+
for sub in subs:
|
| 188 |
+
text = sub['text'] # Subpackage title (string).
|
| 189 |
+
subDesc = sub['description'] # Subpackage description (string).
|
| 190 |
+
subPrice = sub['price'] # Subpackage price in USD (float).
|
| 191 |
+
|
| 192 |
+
developers = game['developers'] # Game developers.
|
| 193 |
+
for developer in developers:
|
| 194 |
+
developerName = developer # Developer name (string).
|
| 195 |
+
|
| 196 |
+
publishers = game['publishers'] # Game publishers.
|
| 197 |
+
for publisher in publishers:
|
| 198 |
+
publisherName = publisher # Publisher name (string).
|
| 199 |
+
|
| 200 |
+
categories = game['categories'] # Game categories.
|
| 201 |
+
for category in categories:
|
| 202 |
+
categoryName = category # Category name (string).
|
| 203 |
+
|
| 204 |
+
genres = game['genres'] # Game genres.
|
| 205 |
+
for gender in genres:
|
| 206 |
+
genderName = gender # Gender name (string).
|
| 207 |
+
|
| 208 |
+
screenshots = game['scrennshots'] # Game screenshots.
|
| 209 |
+
for screenshot in screenshots:
|
| 210 |
+
scrennshotsURL = screenshot # Game screenshot URL (string).
|
| 211 |
+
|
| 212 |
+
movies = game['movies'] # Game movies.
|
| 213 |
+
for movie in movies:
|
| 214 |
+
movieURL = movie # Game movie URL (string).
|
| 215 |
+
|
| 216 |
+
tags = game['tags'] # Tags.
|
| 217 |
+
for tag in tags:
|
| 218 |
+
tagKey = tag # Tag key (string, int).
|
| 219 |
+
```
|
data/train-00000-of-00001.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:775b17f2a5a52b96a8441739cd0dd4939916335b6edeebbfc4a1b238388c5a77
|
| 3 |
+
size 191983414
|
games.csv
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8afe5b8e4d71026abeec1c7fbfa04b7981855e97708431e262631352da440ea5
|
| 3 |
+
size 389154219
|
games.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:309300adffa25a0f520936ffea321f9bd78bd6e92cc2c8c93ab378a3cd1a1d08
|
| 3 |
+
size 804171942
|
images/banner.png
ADDED
|
Git LFS Details
|