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train · 4.97M rows

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Unnamed: 0 int64 0 4.97M	station_number int64 10k 1,000k	wban_number int64 1 100k	year int64 1.93k 2.01k	month int64 1 12	day int64 1 31	mean_temp float64 -114.9 110	num_mean_temp_samples int64 4 24	mean_dew_point float64 -119.7 89.7 ⌀	num_mean_dew_point_samples float64 4 24 ⌀	mean_sealevel_pressure float64 900 1.08k ⌀	num_mean_sealevel_pressure_samples float64 4 24 ⌀	mean_station_pressure float64 566 1.06k ⌀	num_mean_station_pressure_samples float64 4 24 ⌀	mean_visibility float64 0 99.4 ⌀	num_mean_visibility_samples float64 4 24 ⌀	mean_wind_speed float64 0 88 ⌀	num_mean_wind_speed_samples float64 4 24 ⌀	max_sustained_wind_speed float64 0.4 96.9 ⌀	max_gust_wind_speed float64 1 126 ⌀	max_temperature float64 -116.9 131 ⌀	max_temperature_explicit bool 2 classes	min_temperature float64	min_temperature_explicit float64	total_precipitation float64 0 19.7 ⌀	snow_depth float64 0.4 118 ⌀	fog bool 2 classes	rain bool 2 classes	snow bool 2 classes	hail bool 2 classes	thunder bool 2 classes	tornado bool 2 classes
3,400	103,820	99,999	1,940	6	7	70.800003	6	52	6	1,014.900024	6	null	null	10.4	6	12.2	6	18.1	null	55	false	null	null	0.12	null	false	false	false	false	false	false
3,401	124,260	99,999	1,940	6	23	73.199997	6	56.799999	6	1,000.299988	6	null	null	5.6	6	5.3	6	8.9	null	59	false	null	null	0	null	false	false	false	false	false	false
3,402	101,730	99,999	1,940	12	30	34.599998	6	31	6	1,000.799988	6	null	null	7.7	6	10.5	6	23.9	null	32	true	null	null	0.01	null	false	false	false	false	false	false
3,403	108,680	99,999	1,940	2	19	33.5	6	31.799999	6	1,008.400024	6	null	null	2.4	6	9.4	6	18.1	null	16	false	null	null	0.26	null	false	false	false	false	false	false
3,404	122,250	99,999	1,940	7	10	74.800003	6	59.700001	6	1,018.599976	6	null	null	11.4	6	5.8	6	8.9	null	55	false	null	null	0	null	false	false	false	false	false	false
3,405	108,680	99,999	1,940	5	31	53.299999	6	47	6	1,019.700012	6	null	null	4.8	6	10.3	6	13	null	50	false	null	null	1.28	null	false	false	false	false	false	false
3,406	103,610	99,999	1,940	12	21	16.6	6	12.7	6	1,035.199951	6	null	null	1.9	6	5.4	6	8.9	null	7	false	null	null	0	null	false	false	false	false	false	false
3,407	64,740	99,999	1,940	11	18	38	6	null	null	994.599976	6	null	null	6	6	10.5	6	18.1	null	37	true	null	null	null	null	false	false	false	false	false	false
3,408	103,930	99,999	1,940	3	3	29.299999	6	26.4	6	1,024.699951	6	null	null	1.6	6	14	6	18.1	null	23	false	null	null	0.04	null	false	false	false	false	false	false
3,409	104,750	99,999	1,940	4	30	50.5	6	43.200001	6	1,013.099976	6	null	null	2.5	6	7.2	6	13	null	46	false	null	null	0	null	false	false	false	false	false	false
3,410	104,300	99,999	1,940	2	14	12.5	6	null	null	1,013.599976	6	null	null	1.1	6	7.3	6	13	null	0	true	null	null	null	null	false	false	false	false	false	false
3,411	104,800	99,999	1,940	9	28	49.299999	6	43.799999	6	1,006.5	6	null	null	10.6	6	14	6	18.1	null	46	true	null	null	0.06	null	false	false	false	false	false	false
3,412	121,860	99,999	1,940	2	16	-1.8	6	-5.8	6	1,010.799988	6	null	null	1.7	6	2.5	6	5.1	null	-9	true	null	null	0	null	false	false	false	false	false	false
3,413	266,970	99,999	1,940	11	1	36.5	6	33.200001	6	1,010.400024	6	null	null	3.2	6	14.7	6	18.1	null	34	true	null	null	0.2	null	false	false	false	false	false	false
3,414	104,480	99,999	1,940	10	27	36.700001	6	33.599998	6	1,014.700012	6	null	null	2.5	6	4.7	6	8.9	null	32	false	null	null	0.04	null	false	false	false	false	false	false
3,415	110,110	99,999	1,940	11	16	40.700001	6	null	null	1,002.700012	6	null	null	5	6	2.7	6	5.1	null	37	false	null	null	0.08	null	false	false	false	false	false	false
3,416	104,800	99,999	1,940	12	10	37	6	33.700001	6	1,000.099976	6	null	null	3.1	6	9	6	13	null	32	false	null	null	0.04	null	false	false	false	false	false	false
3,417	266,970	99,999	1,940	8	22	57.400002	6	53.099998	6	994.099976	6	null	null	6	6	14	6	18.1	null	55	true	null	null	0.12	null	false	false	false	false	false	false
3,418	103,640	99,999	1,940	8	13	59.299999	6	48.299999	6	1,019.5	6	null	null	9.3	6	4.9	6	8.9	null	54	false	null	null	0	null	false	false	false	false	false	false
3,419	104,270	99,999	1,940	4	1	43.299999	6	28	6	1,019.799988	6	null	null	6.2	6	21	6	23.9	null	36	true	null	null	0	null	false	false	false	false	false	false
3,420	266,990	99,999	1,940	8	24	51.200001	6	48	6	998.099976	6	null	null	7.2	6	16.4	6	18.1	null	46	false	null	null	0.06	null	false	false	false	false	false	false
3,421	110,110	99,999	1,940	8	27	64.800003	6	null	null	1,022.200012	6	null	null	3.7	6	0.6	6	1.9	null	46	false	null	null	0	null	true	true	true	true	true	true
3,422	103,340	99,999	1,940	6	28	61.700001	6	null	null	1,026.900024	6	null	null	20.700001	6	2.1	6	5.1	null	45	false	null	null	0	null	false	false	false	false	false	false
3,423	104,480	99,999	1,940	10	7	56	6	49.5	6	1,004.5	6	null	null	9.3	6	21.1	6	29.9	null	50	true	null	null	0.08	null	false	false	false	false	false	false
3,424	100,010	99,999	1,940	12	18	32.299999	6	30.9	6	1,035.599976	6	null	null	0.4	6	13.8	6	23.9	null	30	true	null	null	0.02	null	true	true	true	true	true	true
3,425	106,850	99,999	1,940	9	4	58.799999	6	51.700001	6	1,025.400024	6	null	null	5.6	6	3.5	6	8.9	null	43	false	null	null	0	null	false	false	false	false	false	false
3,426	106,590	99,999	1,940	5	5	51	6	48.700001	6	1,011.299988	6	null	null	2.3	6	0.6	6	1.9	null	50	false	null	null	0.12	null	false	false	false	false	false	false
3,427	104,680	99,999	1,940	3	10	36.799999	6	29.299999	6	1,019	6	null	null	8.1	6	9	6	13	null	34	true	null	null	0.06	null	false	false	false	false	false	false
3,428	122,250	99,999	1,940	8	7	67.5	6	57.099998	6	1,011.5	6	null	null	5	6	8.5	6	13	null	59	false	null	null	0	null	false	false	false	false	false	false
3,429	121,860	99,999	1,940	6	25	73.900002	6	57.299999	6	1,003	6	null	null	2.5	6	19.200001	6	23.9	null	66	true	null	null	0	null	false	false	false	false	false	false
3,430	121,600	99,999	1,940	11	13	45.700001	6	41	6	991.200012	6	null	null	9.7	6	17.4	6	23.9	null	43	false	null	null	0.06	null	false	false	false	false	false	false
3,431	104,260	99,999	1,940	5	3	60	6	null	null	1,004.700012	6	null	null	5.6	6	13.9	6	18.1	null	50	false	null	null	0	null	false	false	false	false	false	false
3,432	104,270	99,999	1,940	1	31	10.7	6	9.3	6	1,002.900024	6	null	null	1.6	6	18.1	6	18.1	null	9	true	null	null	0	null	false	false	false	false	false	false
3,433	266,990	99,999	1,940	10	19	41	6	33.799999	6	1,026.400024	6	null	null	6.2	6	9.7	6	13	null	34	false	null	null	0	null	false	false	false	false	false	false
3,434	108,600	99,999	1,940	1	5	12.5	6	9.8	6	1,017	6	null	null	0.9	6	4.8	6	8.9	null	9	true	null	null	0	null	false	false	false	false	false	false
3,435	117,230	99,999	1,940	1	6	23.1	6	null	null	1,022.799988	6	null	null	1.2	6	1	6	1.9	null	16	true	null	null	0	null	false	false	false	false	false	false
3,436	104,410	99,999	1,940	2	4	16.700001	6	14.7	6	1,011.799988	6	null	null	0.7	6	10.3	6	13	null	14	false	null	null	0	null	true	true	true	true	true	true
3,437	107,550	99,999	1,940	7	17	57.599998	7	54	7	1,010.099976	7	null	null	6.6	7	4.9	7	8.9	null	50	false	null	null	null	null	false	false	false	false	false	false
3,438	104,030	99,999	1,940	7	19	63.900002	7	null	null	1,013.5	7	null	null	8.3	7	5.7	7	8.9	null	55	false	null	null	0.06	null	false	false	false	false	false	false
3,439	14,880	99,999	1,940	10	25	36.700001	7	null	null	1,020	7	null	null	9.8	7	4.9	7	13	null	28	true	null	null	0	null	false	false	false	false	false	false
3,440	104,390	99,999	1,940	2	1	14.6	7	8.6	7	1,003.700012	7	null	null	1.6	7	8.4	7	13	null	10	false	null	null	0.02	null	false	false	false	false	false	false
3,441	103,390	99,999	1,940	2	7	28.4	7	null	null	1,016.799988	7	null	null	0.1	7	2.8	7	5.1	null	23	false	null	null	0.05	null	true	true	true	true	true	true
3,442	106,090	99,999	1,940	4	22	62.400002	7	null	null	1,015.5	7	null	null	5.1	7	5.5	7	8.9	null	45	false	null	null	0.02	null	false	false	false	false	false	false
3,443	117,230	99,999	1,940	2	13	8.8	7	null	null	1,013.900024	7	null	null	1.1	7	11.4	7	18.1	null	7	true	null	null	0.12	null	false	false	false	false	false	false
3,444	116,430	99,999	1,940	7	3	52.099998	7	48.099998	7	1,036.099976	7	null	null	3.2	7	21.4	7	43.900002	null	48	false	null	null	0.06	null	true	true	true	true	true	true
3,445	102,130	99,999	1,940	6	3	59.299999	7	null	null	1,027.099976	7	null	null	9.6	7	4.6	7	8.9	null	52	false	null	null	0	null	false	false	false	false	false	false
3,446	267,020	99,999	1,940	2	28	31.299999	7	28	7	1,011.5	7	null	null	2.8	7	7	7	13	null	23	false	null	null	0.02	null	false	false	false	false	false	false
3,447	105,500	99,999	1,940	6	7	64.300003	7	50.400002	7	1,017.900024	7	null	null	8.7	7	8.4	7	18.1	null	54	true	null	null	0	null	false	false	false	false	false	false
3,448	124,250	99,999	1,940	9	14	56.299999	7	49.5	7	1,003.900024	7	null	null	7.8	7	7.8	7	8.9	null	50	false	null	null	0.16	null	false	false	false	false	false	false
3,449	101,510	99,999	1,940	2	13	5.6	7	null	null	1,020.299988	7	null	null	1.6	7	2.3	7	5.1	null	-9	true	null	null	0.02	null	false	false	false	false	false	false
3,450	116,030	99,999	1,940	3	27	44.700001	7	null	null	993.799988	7	null	null	4.3	7	6.4	7	23.9	null	36	true	null	null	0.31	null	false	false	false	false	false	false
3,451	107,320	99,999	1,940	12	15	18	7	16.6	7	1,030.699951	7	null	null	1.2	7	9.5	7	13	null	14	true	null	null	0	null	true	true	true	true	true	true
3,452	267,020	99,999	1,940	1	15	26.1	7	23.9	7	1,000.599976	7	null	null	4.3	7	9.9	7	18.1	null	1	true	null	null	0.14	null	false	false	false	false	false	false
3,453	105,780	99,999	1,940	1	5	28.299999	7	8.8	7	971.099976	7	null	null	6.9	7	11.1	7	23.9	null	14	false	null	null	0	null	false	false	false	false	false	false
3,454	106,090	99,999	1,940	5	28	61.900002	7	null	null	1,010.400024	7	null	null	6	7	9.6	7	13	null	50	false	null	null	0.31	null	false	false	false	false	false	false
3,455	105,320	99,999	1,940	1	6	3.1	7	-1	7	1,023.400024	7	null	null	0.6	7	0	7	null	null	-4	true	null	null	0	null	false	false	false	false	false	false
3,456	116,430	99,999	1,940	8	2	39.599998	7	38.599998	7	1,040.599976	7	null	null	0	7	30.1	7	36.900002	null	36	false	null	null	0.2	null	true	true	true	true	true	true
3,457	105,780	99,999	1,940	5	21	44.900002	7	34.900002	7	977.700012	7	null	null	5.1	7	16.299999	7	29.9	null	37	false	null	null	0	null	false	false	false	false	false	false
3,458	100,670	99,999	1,940	5	2	42.400002	7	null	null	1,014.900024	7	null	null	6.2	7	25.6	7	29.9	null	41	true	null	null	0	null	false	false	false	false	false	false
3,459	102,740	99,999	1,940	11	1	45.900002	7	41.200001	7	1,006.200012	7	null	null	5.5	7	17.1	7	29.9	null	34	false	null	null	0.12	null	false	false	false	false	false	false
3,460	103,130	99,999	1,940	8	1	60.700001	7	null	null	1,023.200012	7	null	null	6.7	7	4.6	7	5.1	null	55	false	null	null	0.04	null	false	false	false	false	false	false
3,461	121,160	99,999	1,940	6	27	58.299999	7	53.200001	7	1,018.099976	7	null	null	3.9	7	1.9	7	1.9	null	54	true	null	null	0.04	null	false	false	false	false	false	false
3,462	64,500	99,999	1,940	9	8	58.599998	7	null	null	1,009.799988	7	null	null	7.5	7	8.5	7	13	null	52	true	null	null	null	null	false	false	false	false	false	false
3,463	108,640	99,999	1,940	12	22	9.1	7	6.2	7	1,026	7	null	null	1.3	7	6	7	13	null	-6	false	null	null	0.04	null	false	false	false	false	false	false
3,464	103,430	99,999	1,940	4	3	44.299999	7	null	null	1,006.900024	7	null	null	4.1	7	4.7	7	13	null	37	false	null	null	0.34	null	false	false	false	false	false	false
3,465	100,200	99,999	1,940	10	3	49	7	46.900002	7	1,018.400024	7	null	null	5.5	7	15.3	7	18.1	null	45	false	null	null	0.04	null	false	false	false	false	false	false
3,466	115,420	99,999	1,940	10	4	58.200001	7	null	null	1,020.200012	7	null	null	1.8	7	1.3	7	5.1	null	55	false	null	null	null	null	false	false	false	false	false	false
3,467	100,200	99,999	1,940	8	28	53.900002	7	44.900002	7	1,024.099976	7	null	null	11.5	7	16.9	7	23.9	null	50	false	null	null	0	null	false	false	false	false	false	false
3,468	107,760	99,999	1,940	12	27	16.4	7	14.7	7	1,030.199951	7	null	null	1.1	7	5.6	7	8.9	null	9	false	null	null	null	null	false	false	false	false	false	false
3,469	108,560	99,999	1,940	2	29	46	7	38.599998	7	1,022.599976	7	null	null	8.9	7	5.4	7	8.9	null	39	false	null	null	0	null	false	false	false	false	false	false
3,470	101,510	99,999	1,940	8	31	52.900002	7	null	null	1,024.699951	7	null	null	2.2	7	9.9	7	18.1	null	46	true	null	null	0.02	null	false	false	false	false	false	false
3,471	122,050	99,999	1,940	5	18	50.299999	7	42	7	1,018.099976	7	null	null	15.4	7	15.3	7	18.1	null	41	true	null	null	0	null	false	false	false	false	false	false
3,472	104,490	99,999	1,940	1	26	17.700001	7	15.4	7	1,023.5	7	null	null	1.1	7	0.8	7	1.9	null	5	false	null	null	0.02	null	true	true	true	true	true	true
3,473	107,760	99,999	1,940	3	24	46.299999	7	39.700001	7	1,013.599976	7	null	null	7.5	7	3	7	5.1	null	39	true	null	null	0.16	null	false	false	false	false	false	false
3,474	122,810	99,999	1,940	6	7	64.300003	7	49.200001	7	1,011.200012	7	null	null	12.4	7	7.5	7	18.1	null	52	true	null	null	0	null	false	false	false	false	false	false
3,475	122,000	99,999	1,940	3	20	36.400002	7	33.900002	7	1,011.5	7	null	null	1.6	7	7.8	7	8.9	null	32	false	null	null	null	null	true	true	true	true	true	true
3,476	104,390	99,999	1,940	4	27	54.400002	7	47	7	1,012.5	7	null	null	11.5	7	2.4	7	5.1	null	41	false	null	null	0.02	null	false	false	false	false	false	false
3,477	911,665	99,999	1,940	9	9	82.199997	7	72.699997	7	1,015.599976	7	null	null	99.400002	7	9.8	7	15.9	null	77.400002	true	null	null	0	null	false	false	false	false	false	false
3,478	124,650	99,999	1,940	8	4	67.400002	7	55.299999	7	1,021.400024	7	null	null	15.2	7	7.6	7	18.1	null	55	true	null	null	0	null	false	false	false	false	false	false
3,479	104,490	99,999	1,940	7	10	63.599998	7	55.200001	7	1,019.200012	7	null	null	8.3	7	3.6	7	13	null	55	false	null	null	0.02	null	false	false	false	false	false	false
3,480	122,050	99,999	1,940	3	5	32.099998	7	28.299999	7	993.5	7	null	null	3.1	7	21	7	29.9	null	25	true	null	null	0.06	null	false	false	false	false	false	false
3,481	14,520	99,999	1,940	12	6	32	7	null	null	964.599976	7	null	null	2.6	7	12.3	7	23.9	null	30	true	null	null	null	null	false	false	false	false	false	false
3,482	108,570	99,999	1,940	9	2	63.900002	7	51.900002	7	1,023.5	7	null	null	24.9	7	8.5	7	13	null	52	false	null	null	0	null	false	false	false	false	false	false
3,483	101,850	99,999	1,940	6	30	65.599998	7	60.200001	7	1,024.699951	7	null	null	10.7	7	8	7	13	null	57	false	null	null	0	null	false	false	false	false	false	false
3,484	108,354	99,999	1,940	1	6	20.4	7	17.1	7	1,021.299988	7	null	null	1	7	1.3	7	5.1	null	12	false	null	null	0	null	true	true	true	true	true	true
3,485	122,000	99,999	1,940	2	6	12.4	7	7.7	7	1,023.900024	7	null	null	8.7	7	8.4	7	13	null	7	true	null	null	0.02	null	false	false	false	false	false	false
3,486	101,270	99,999	1,940	10	1	46	7	40	7	1,024.300049	7	null	null	7.5	7	7	7	13	null	39	false	null	null	0	null	false	false	false	false	false	false
3,487	124,150	99,999	1,940	5	14	43.099998	7	37.099998	7	1,017.599976	7	null	null	5	7	5.3	7	8.9	null	32	false	null	null	0.02	null	false	false	false	false	false	false
3,488	124,250	99,999	1,940	6	8	62	7	39.400002	7	1,017.400024	7	null	null	20.799999	7	4.8	7	8.9	null	52	false	null	null	0	null	false	false	false	false	false	false
3,489	14,150	99,999	1,940	7	13	66.099998	7	null	null	1,007.200012	6	null	null	9.2	7	4.7	7	8.9	null	63	true	null	null	null	null	false	false	false	false	false	false
3,490	102,130	99,999	1,940	4	5	41.099998	7	null	null	1,008.5	7	null	null	3	7	5.3	7	8.9	null	36	true	null	null	0.2	null	false	false	false	false	false	false
3,491	105,320	99,999	1,940	1	15	33.400002	7	30.9	7	1,016.299988	7	null	null	1.5	7	0.8	7	1.9	null	28	false	null	null	0.02	null	true	true	true	true	true	true
3,492	107,280	99,999	1,940	12	4	30.4	7	26.200001	7	1,026.599976	6	null	null	0.8	7	2.8	7	5.1	null	25	false	null	null	0	null	true	true	true	true	true	true
3,493	14,150	99,999	1,940	12	5	39.700001	7	null	null	989.700012	6	null	null	6.7	7	15.7	7	36.900002	null	36	true	null	null	null	null	false	false	false	false	false	false
3,494	104,530	99,999	1,940	3	27	30.6	7	30.1	7	962.900024	7	null	null	0.9	7	25.799999	7	36.900002	null	23	true	null	null	0.02	null	true	true	true	true	true	true
3,495	124,010	99,999	1,940	5	17	53.099998	7	36	7	1,012.400024	7	null	null	11.5	7	13.7	7	18.1	null	41	false	null	null	0	null	false	false	false	false	false	false
3,496	108,640	99,999	1,940	4	3	45.099998	7	40.599998	7	1,009.700012	7	null	null	12.3	7	10.3	7	18.1	null	43	true	null	null	0.16	null	false	false	false	false	false	false
3,497	103,870	99,999	1,940	12	22	27.4	7	22.4	7	1,033.099976	7	null	null	3	7	8.5	7	13	null	23	false	null	null	0	null	false	false	false	false	false	false
3,498	106,770	99,999	1,940	1	19	2.6	7	-1.5	7	1,023.5	7	null	null	1.3	7	6.4	7	13	null	-4	false	null	null	null	null	false	false	false	false	false	false
3,499	106,090	99,999	1,940	10	8	47.400002	7	null	null	1,016.799988	7	null	null	2.8	7	2.8	7	5.1	null	37	false	null	null	0.02	null	true	true	true	true	true	true

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