Datasets:

ESmike
/

city_temperature_anomalies

year int64 1.83k 2.02k	month int64 1 12	monthly_anomaly float64 -8.61 5.57 ⌀	monthly_uncertainty float64 0.11 3.86 ⌀	annual_anomaly float64 -1.94 2.18 ⌀	annual_uncertainty float64 0.05 1.23 ⌀	five_year_anomaly float64 -1.03 1.63 ⌀	five_year_uncertainty float64 0.03 0.66 ⌀	ten_year_anomaly float64 -0.95 1.42 ⌀	ten_year_uncertainty float64 0.02 0.5 ⌀	twenty_year_anomaly float64 -0.89 1.3 ⌀	twenty_year_uncertainty float64 0.02 0.36 ⌀	monthly_absolute float64 -9.24 33.1 ⌀	latitude float64 31.4 36.2	longitude float64 62.3 70.1	nearby_cities listlengths 1 7	stations_within_200km int64 6 30	absolute_temp_1951_1980 float64 10.1 18.6	letter stringclasses 6 values	city stringclasses 8 values	country stringclasses 1 value	warming_since_1960_c_per_century stringclasses 6 values
1,837	5	-0.731	2.528	null	null	null	null	null	null	null	null	19.789	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,837	6	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,837	7	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,837	8	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,837	9	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,837	10	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,837	11	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,837	12	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,838	1	-3.751	3.08	null	null	null	null	null	null	null	null	-2.041	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,838	2	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,838	3	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,838	4	-1.627	2.156	null	null	null	null	null	null	null	null	13.473	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,838	5	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,838	6	-0.998	1.731	null	null	null	null	null	null	null	null	24.312	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,838	7	-0.568	1.639	null	null	null	null	null	null	null	null	27.072	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,838	8	-0.181	1.742	null	null	null	null	null	null	null	null	25.409	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,838	9	-1.356	1.798	null	null	null	null	null	null	null	null	19.254	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,838	10	-0.685	2.313	null	null	null	null	null	null	null	null	13.485	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,838	11	0.135	2.59	null	null	null	null	null	null	null	null	8.115	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,838	12	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,839	1	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,839	2	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,839	3	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,839	4	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,839	5	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,839	6	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,839	7	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,839	8	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,839	9	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,839	10	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,839	11	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,839	12	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,840	1	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,840	2	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,840	3	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,840	4	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,840	5	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,840	6	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,840	7	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,840	8	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,840	9	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,840	10	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,840	11	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,840	12	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,841	1	-1.586	3.038	null	null	null	null	null	null	null	null	0.124	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,841	2	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,841	3	-3.305	2.373	null	null	null	null	null	null	null	null	5.815	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,841	4	-2.08	2.333	null	null	null	null	null	null	null	null	13.02	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,841	5	-0.547	1.97	null	null	null	null	null	null	null	null	19.973	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,841	6	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,841	7	0.143	1.596	null	null	null	null	null	null	null	null	27.783	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,841	8	-0.472	1.698	null	null	null	null	null	null	null	null	25.118	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,841	9	-1.448	1.768	null	null	null	null	null	null	null	null	19.162	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,841	10	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,841	11	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,841	12	-1.928	2.698	null	null	null	null	null	null	null	null	1.952	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,842	1	null	null	null	null	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,842	2	0.748	2.603	null	null	null	null	null	null	null	null	5.038	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,842	3	0.783	2.349	null	null	null	null	null	null	null	null	9.903	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,842	4	-0.031	2.074	-0.77	0.946	null	null	null	null	null	null	15.069	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,842	5	-0.821	1.992	-0.672	0.935	null	null	null	null	null	null	19.699	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,842	6	null	null	-0.507	0.948	null	null	null	null	null	null	null	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,842	7	-1.345	1.631	-0.416	0.926	null	null	null	null	null	null	26.295	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,842	8	-0.585	1.625	-0.338	0.929	null	null	null	null	null	null	25.005	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,842	9	-1.902	1.763	-0.412	0.935	-0.745	0.552	null	null	null	null	18.708	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,842	10	-1.261	2.073	-0.457	0.935	-0.734	0.545	null	null	null	null	12.909	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,842	11	-0.186	2.23	-0.457	0.942	-0.726	0.539	null	null	null	null	7.794	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,842	12	0.054	2.505	-0.421	0.932	-0.736	0.536	null	null	null	null	3.934	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,843	1	0.459	2.607	-0.363	0.91	-0.761	0.536	null	null	null	null	2.169	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,843	2	1.689	2.786	-0.406	0.909	-0.761	0.53	null	null	null	null	5.979	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,843	3	-0.104	2.311	-0.329	0.914	-0.758	0.53	null	null	null	null	9.016	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,843	4	-0.581	1.949	-0.245	0.908	-0.758	0.526	null	null	null	null	14.519	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,843	5	-0.809	2.079	-0.304	0.91	-0.757	0.522	null	null	null	null	19.711	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,843	6	-0.484	1.691	-0.379	0.905	-0.774	0.523	null	null	null	null	24.826	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,843	7	-0.643	1.427	-0.356	0.908	-0.738	0.517	null	null	null	null	26.997	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,843	8	-1.11	1.578	-0.518	0.904	-0.699	0.509	null	null	null	null	24.48	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,843	9	-0.972	1.806	-0.527	0.899	-0.636	0.504	null	null	null	null	19.638	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,843	10	-0.257	2.002	-0.661	0.899	-0.622	0.503	null	null	null	null	13.913	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,843	11	-0.885	2.119	-0.691	0.888	-0.613	0.505	null	null	null	null	7.095	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,843	12	-0.855	2.57	-0.709	0.88	-0.608	0.504	-0.725	0.441	null	null	3.025	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,844	1	0.743	2.57	-0.678	0.878	-0.609	0.5	-0.732	0.439	null	null	2.453	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,844	2	-0.263	2.699	-0.641	0.875	-0.608	0.498	-0.746	0.438	null	null	4.027	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,844	3	-0.204	2.278	-0.689	0.862	-0.593	0.496	-0.725	0.44	null	null	8.916	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,844	4	-2.19	1.972	-0.729	0.859	-0.616	0.502	-0.727	0.439	null	null	12.91	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,844	5	-1.172	1.844	-0.804	0.854	-0.609	0.5	-0.721	0.437	null	null	19.348	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,844	6	-0.704	1.675	-0.947	0.872	-0.563	0.497	-0.719	0.439	null	null	24.606	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,844	7	-0.268	1.388	-1.074	0.892	-0.545	0.49	-0.718	0.441	null	null	27.372	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,844	8	-0.67	1.587	-1.197	0.907	-0.534	0.486	-0.721	0.443	null	null	24.92	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,844	9	-1.543	1.633	-1.177	0.906	-0.571	0.48	-0.718	0.441	null	null	19.067	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,844	10	-0.739	1.82	-1.021	0.909	-0.573	0.477	-0.71	0.438	null	null	13.431	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,844	11	-1.79	2.094	-0.918	0.91	-0.573	0.476	-0.703	0.439	null	null	6.19	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,844	12	-2.562	2.341	-0.908	0.9	-0.57	0.475	-0.687	0.433	null	null	1.318	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,845	1	-0.788	3.059	-0.955	0.884	-0.542	0.477	-0.702	0.427	null	null	0.922	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,845	2	-1.734	2.805	-0.921	0.89	-0.544	0.477	-0.686	0.426	null	null	2.556	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,845	3	0.031	2.182	-0.894	0.895	-0.515	0.477	-0.668	0.426	null	null	9.151	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,845	4	-0.315	1.928	-0.946	0.894	-0.505	0.477	-0.672	0.423	null	null	14.785	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,845	5	0.064	1.951	-0.885	0.908	-0.503	0.476	-0.68	0.42	null	null	20.584	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,845	6	-0.584	1.657	-0.885	0.939	-0.568	0.476	-0.688	0.42	null	null	24.726	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,845	7	-0.826	1.467	-0.768	0.952	-0.615	0.479	-0.691	0.419	null	null	26.814	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28
1,845	8	-0.272	1.592	-0.49	0.948	-0.66	0.486	-0.692	0.417	null	null	25.318	34.56	62.27	[ "Herat", "Kuhestan" ]	6	14.66	H	Herat	Afghanistan	3.65 ± 0.28

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