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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
1,200	101,270	99,999	1,936	10	31	47.700001	6	46.599998	6	1,015	6	null	null	0.8	6	15.7	6	23.9	null	46	false	null	null	0.02	null	true	true	true	true	true	true
1,201	30,050	99,999	1,936	7	30	53.200001	6	null	null	1,010.599976	6	null	null	9.9	5	16.4	6	18.1	null	50	false	null	null	0.08	null	false	false	false	false	false	false
1,202	106,090	99,999	1,936	9	24	57.700001	6	null	null	1,015.700012	6	null	null	0.8	6	3.6	6	8.9	null	50	false	null	null	0	null	true	true	true	true	true	true
1,203	106,370	99,999	1,936	7	11	58.5	6	53.799999	6	1,012	6	null	null	8.1	6	1.8	6	5.1	null	54	true	null	null	null	null	false	false	false	false	false	false
1,204	104,880	99,999	1,936	3	25	46.799999	6	44.400002	6	1,012.099976	6	null	null	2.2	6	3.3	6	8.9	null	45	false	null	null	0.28	null	false	false	false	false	false	false
1,205	32,620	99,999	1,936	6	12	52.700001	6	null	null	1,012.700012	6	null	null	5	6	6	6	8.9	null	51.099998	true	null	null	null	null	false	false	false	false	false	false
1,206	104,160	99,999	1,936	10	16	53.799999	6	47.799999	6	1,017.700012	6	null	null	2.8	6	16.4	6	18.1	null	52	true	null	null	0	null	false	false	false	false	false	false
1,207	39,530	99,999	1,936	10	31	50.5	6	null	null	1,029.5	6	null	null	12.4	6	9.6	6	13	null	46	true	null	null	0	null	false	false	false	false	false	false
1,208	106,850	99,999	1,936	3	6	32.700001	6	31.700001	5	1,009.700012	6	null	null	0.4	6	4.5	6	5.1	null	32	true	null	null	0.35	null	true	true	true	true	true	true
1,209	106,850	99,999	1,936	2	10	12.8	6	9.5	6	1,021.900024	6	null	null	3.7	6	8.5	6	13	null	9	true	null	null	0.04	null	false	false	false	false	false	false
1,210	101,470	99,999	1,936	8	5	56.599998	6	52.200001	6	1,013.599976	6	null	null	13.9	6	11.4	6	18.1	null	52	false	null	null	0.2	null	false	false	false	false	false	false
1,211	121,860	99,999	1,936	8	14	63	6	60.700001	6	1,007.5	6	null	null	1.3	6	8.5	6	23.9	null	59	true	null	null	0	null	true	true	true	true	true	true
1,212	106,090	99,999	1,936	2	5	31.6	7	null	null	1,023.900024	7	null	null	2.7	7	3.3	7	5.1	null	27	false	null	null	0	null	false	false	false	false	false	false
1,213	101,470	99,999	1,936	1	27	40.700001	7	39.200001	7	1,001.599976	6	null	null	0.8	7	6	7	8.9	null	39	false	null	null	0	null	true	true	true	true	true	true
1,214	104,160	99,999	1,936	3	12	35.400002	7	28.299999	7	1,012.599976	7	null	null	5.5	7	9	7	13	null	32	true	null	null	0	null	false	false	false	false	false	false
1,215	106,350	99,999	1,936	11	6	40.200001	7	39.099998	7	988.5	7	null	null	1	7	18.4	7	23.9	null	39	false	null	null	0.01	null	true	true	true	true	true	true
1,216	108,650	99,999	1,936	12	20	35	7	32.700001	7	1,037.800049	7	null	null	2.7	7	3	7	5.1	null	32	false	null	null	0.04	null	false	false	false	false	false	false
1,217	106,090	99,999	1,936	9	11	56.700001	7	null	null	1,020.700012	7	null	null	3.2	7	7.9	7	13	null	48	false	null	null	0	null	false	false	false	false	false	false
1,218	106,090	99,999	1,936	10	29	44.599998	7	null	null	1,024.800049	7	null	null	3.4	7	9	7	13	null	37	true	null	null	0.02	null	false	false	false	false	false	false
1,219	121,500	99,999	1,936	4	8	38.599998	7	26.6	7	1,012.400024	7	null	null	27.5	7	10.6	7	18.1	null	28	true	null	null	0	null	false	false	false	false	false	false
1,220	103,160	99,999	1,936	6	9	54.400002	7	null	null	1,017.400024	7	null	null	9.2	7	6.3	7	8.9	null	48	true	null	null	0	null	false	false	false	false	false	false
1,221	103,610	99,999	1,936	9	30	49.799999	7	42.299999	7	1,017.200012	7	null	null	5	7	6.3	7	8.9	null	36	false	null	null	0	null	false	false	false	false	false	false
1,222	122,050	99,999	1,936	2	4	35.299999	7	32.599998	7	1,006	7	null	null	12.4	7	7.7	7	13	null	32	true	null	null	0.02	null	false	false	false	false	false	false
1,223	108,650	99,999	1,936	11	8	42.299999	7	36.700001	7	1,005	6	null	null	12.4	7	8	7	23.9	null	32	false	null	null	0.08	null	false	false	false	false	false	false
1,224	106,370	99,999	1,936	3	12	39.400002	7	32.599998	7	1,010	7	null	null	6.7	7	16	7	18.1	null	32	true	null	null	0	null	false	false	false	false	false	false
1,225	103,380	99,999	1,936	8	18	68.300003	7	63.900002	6	1,018	7	null	null	1.8	7	1.8	7	5.1	null	59	false	null	null	0.24	null	false	false	false	false	false	false
1,226	103,380	99,999	1,936	10	29	43.099998	7	40.700001	7	1,021.799988	7	null	null	10.1	7	6.7	7	8.9	null	37	true	null	null	0.04	null	false	false	false	false	false	false
1,227	121,500	99,999	1,936	3	9	38	7	34.400002	7	1,020.400024	7	null	null	2.8	7	2.4	7	5.1	null	34	true	null	null	0	null	false	false	false	false	false	false
1,228	105,130	99,999	1,936	4	30	47.299999	7	42.700001	6	1,023.099976	7	null	null	2.2	7	8.4	7	13	null	41	true	null	null	0	null	false	false	false	false	false	false
1,229	103,380	99,999	1,936	3	16	35.099998	7	31.6	5	1,017.599976	7	null	null	8.3	7	9	7	13	null	28	true	null	null	0.06	null	false	false	false	false	false	false
1,230	106,090	99,999	1,936	12	9	27.700001	7	null	null	1,031.300049	7	null	null	2	7	2.4	7	5.1	null	27	false	null	null	0	null	false	false	false	false	false	false
1,231	104,530	99,999	1,936	12	11	39.400002	7	31.700001	7	999.900024	6	null	null	14.2	7	14.8	7	23.9	null	30	true	null	null	0	null	true	true	true	true	true	true
1,232	101,470	99,999	1,936	10	17	51.700001	7	49.5	7	1,009.5	7	null	null	5.9	7	23.9	7	29.9	null	46	false	null	null	0.28	null	false	false	false	false	false	false
1,233	102,740	99,999	1,936	2	21	18.299999	7	15.1	7	1,017.700012	7	null	null	2.5	7	12.6	7	18.1	null	14	true	null	null	0.08	null	false	false	false	false	false	false
1,234	106,350	99,999	1,936	9	9	48.599998	7	47.5	7	997.700012	7	null	null	2.3	7	29.299999	7	36.900002	null	46	false	null	null	0.22	null	true	true	true	true	true	true
1,235	104,530	99,999	1,936	9	9	43.299999	7	42.299999	7	996	7	null	null	0	7	27.6	7	36.900002	null	39	false	null	null	0.91	null	true	true	true	true	true	true
1,236	105,440	99,999	1,936	11	30	29.1	7	28.1	7	993.700012	6	null	null	0	7	31.4	7	43.900002	null	25	false	null	null	0.47	null	true	true	true	true	true	true
1,237	102,740	99,999	1,936	8	8	59.900002	7	54.700001	7	1,020.5	7	null	null	6.6	7	4.1	7	8.9	null	54	false	null	null	0	null	false	false	false	false	false	false
1,238	103,380	99,999	1,936	10	8	38.099998	7	34.400002	7	1,021.700012	7	null	null	6.7	7	4.6	7	13	null	28	false	null	null	0.02	null	false	false	false	false	false	false
1,239	108,650	99,999	1,936	7	5	68.400002	7	59.799999	7	1,020.900024	7	null	null	17.799999	7	4.7	7	8.9	null	52	false	null	null	0	null	false	false	false	false	false	false
1,240	104,160	99,999	1,936	1	31	43.900002	7	41.200001	7	997.099976	7	null	null	3.4	7	12.6	7	18.1	null	41	false	null	null	0.02	null	false	false	false	false	false	false
1,241	103,380	99,999	1,936	12	14	37.099998	7	30.4	7	1,010.5	7	null	null	6	7	10.7	7	13	null	32	false	null	null	0	null	false	false	false	false	false	false
1,242	106,090	99,999	1,936	9	8	55.599998	7	null	null	1,006	7	null	null	3.6	7	24.1	7	29.9	null	52	false	null	null	0.01	null	false	false	false	false	false	false
1,243	122,050	99,999	1,936	7	8	69.900002	8	61.5	8	1,011	8	null	null	9.3	8	10.4	8	18.1	null	61	false	null	null	null	null	false	false	false	false	false	false
1,244	121,500	99,999	1,936	12	21	39.5	8	30.6	8	1,025.800049	8	null	null	9.3	8	6.4	8	13	null	37	false	null	null	0	null	false	false	false	false	false	false
1,245	121,500	99,999	1,936	4	14	40.900002	8	38	7	1,006	7	null	null	3	8	4.4	8	8.9	null	36	true	null	null	null	null	false	false	false	false	false	false
1,246	105,440	99,999	1,936	11	19	34.200001	8	33.200001	8	1,000.599976	8	null	null	0	8	15.1	8	23.9	null	27	true	null	null	0.05	null	true	true	true	true	true	true
1,247	104,690	99,999	1,936	6	26	65.5	8	54.700001	8	1,017.299988	8	null	null	3	8	8.3	8	18.1	null	55	false	null	null	0.02	null	false	false	false	false	false	false
1,248	104,880	99,999	1,936	9	8	56.099998	8	45.200001	8	999.299988	7	null	null	15.6	8	25.700001	8	36.900002	null	52	false	null	null	0.02	null	true	true	true	true	true	true
1,249	101,470	99,999	1,936	3	7	36.400002	8	33.599998	8	1,017.200012	8	null	null	2	8	3.2	8	8.9	null	34	false	null	null	0.04	null	true	true	true	true	true	true
1,250	124,000	99,999	1,936	8	12	64.300003	8	54.299999	8	1,010.900024	8	null	null	8.5	8	4.7	8	5.1	null	55	false	null	null	0.05	null	false	false	false	false	false	false
1,251	101,470	99,999	1,936	2	28	35.200001	8	31.6	8	994.599976	8	null	null	4.3	8	13.8	8	18.1	null	32	false	null	null	1.93	null	false	false	false	false	false	false
1,252	105,540	99,999	1,936	11	1	45.599998	8	44.299999	7	1,017.700012	8	null	null	1.6	8	6.8	8	36.900002	null	36	true	null	null	0.28	null	false	false	false	false	false	false
1,253	104,100	99,999	1,936	5	25	60	8	48.200001	8	1,015.200012	8	null	null	3	8	3.1	8	5.1	null	46	false	null	null	0	null	false	false	false	false	false	false
1,254	105,440	99,999	1,936	7	21	52.200001	8	49	8	998.5	8	null	null	4.7	8	11.8	8	18.1	null	50	false	null	null	0.08	null	true	true	true	true	true	true
1,255	104,100	99,999	1,936	2	4	31.299999	8	29.5	8	1,011.700012	8	null	null	1.4	8	4.3	8	5.1	null	28	false	null	null	0.05	null	true	true	true	true	true	true
1,256	105,540	99,999	1,936	3	17	36.599998	8	27.799999	6	1,025.5	8	null	null	10.9	8	3.1	8	8.9	null	28	false	null	null	0	null	false	false	false	false	false	false
1,257	104,690	99,999	1,936	10	17	53.099998	8	43.200001	8	1,015.5	8	null	null	6.4	8	29.299999	8	36.900002	null	48	false	null	null	0.02	null	false	false	false	false	false	false
1,258	105,440	99,999	1,936	7	3	53.099998	8	50.200001	8	1,001.299988	8	null	null	9.3	8	20.4	8	29.9	null	50	false	null	null	0.14	null	true	true	true	true	true	true
1,259	124,250	99,999	1,936	4	7	40.900002	8	31.6	8	1,006.900024	8	null	null	11.5	8	4.7	8	8.9	null	34	false	null	null	0.02	null	false	false	false	false	false	false
1,260	104,880	99,999	1,936	5	30	56.299999	8	45.400002	8	1,004.700012	8	null	null	4.8	8	4.4	8	8.9	null	46	false	null	null	0	null	false	false	false	false	false	false
1,261	105,540	99,999	1,936	9	15	58.599998	8	52.5	8	1,023.599976	8	null	null	5.3	8	1.4	8	5.1	null	50	false	null	null	0.01	null	false	false	false	false	false	false
1,262	121,160	99,999	1,936	7	17	61.099998	8	56.599998	8	1,016.200012	8	null	null	8.2	8	12.7	8	23.9	null	54	false	null	null	0.04	null	false	false	false	false	false	false
1,263	122,050	99,999	1,936	6	15	67	8	59.5	8	1,014.700012	8	null	null	8.9	8	6.7	8	13	null	59	false	null	null	0.02	null	false	false	false	false	false	false
1,264	107,630	99,999	1,936	9	27	43.900002	8	37.5	8	1,008.299988	8	null	null	5.3	8	1.4	8	5.1	null	37	false	null	null	0.02	null	false	false	false	false	false	false
1,265	107,630	99,999	1,936	7	19	64.5	8	54.700001	8	1,016.200012	8	null	null	10.9	8	7.7	8	18.1	null	57	false	null	null	0.01	null	false	false	false	false	false	false
1,266	100,010	99,999	1,936	9	22	61.5	8	58.900002	8	1,026.300049	8	null	null	4	8	7.1	8	8.9	null	59	true	null	null	0.12	null	false	false	false	false	false	false
1,267	121,160	99,999	1,936	8	24	60	8	57.900002	8	1,016.599976	8	null	null	5.4	8	7.7	8	13	null	55	false	null	null	0.24	null	false	false	false	false	false	false
1,268	124,250	99,999	1,936	3	23	48	8	38.400002	8	1,009.5	8	null	null	3.8	8	1.1	8	5.1	null	34	false	null	null	0	null	false	false	false	false	false	false
1,269	105,540	99,999	1,936	7	30	58.599998	8	53.900002	8	1,019.299988	8	null	null	9.3	8	4.9	8	13	null	54	true	null	null	0.04	null	false	false	false	false	false	false
1,270	106,350	99,999	1,936	7	28	53.5	8	51.400002	8	1,001.700012	8	null	null	4.7	8	12.3	8	18.1	null	50	false	null	null	0.28	null	false	false	false	false	false	false
1,271	105,010	99,999	1,936	4	17	38	8	35.099998	8	998.400024	8	null	null	5.1	8	18.700001	8	29.9	null	36	false	null	null	0.24	null	false	false	false	false	false	false
1,272	104,690	99,999	1,936	8	31	63.700001	8	49.400002	8	1,012.599976	8	null	null	9.6	8	25	8	36.900002	null	59	true	null	null	0.05	null	false	false	false	false	false	false
1,273	104,880	99,999	1,936	10	27	48.400002	8	40.599998	8	1,003.400024	8	null	null	8.1	8	20.6	8	36.900002	null	43	true	null	null	0.04	null	false	false	false	false	false	false
1,274	103,840	99,999	1,936	1	11	44.5	9	37.299999	9	1,007.200012	9	null	null	12.4	9	19	9	29.9	null	39	true	null	null	0.12	null	false	false	false	false	false	false
1,275	722,640	93,035	1,936	12	10	45.799999	9	20	9	1,016.400024	9	null	null	49.700001	9	5.7	9	8.9	null	30.4	true	null	null	0	null	false	false	false	false	false	false
1,276	103,840	99,999	1,936	4	12	40.599998	10	27.9	10	1,003.900024	10	null	null	10.8	10	5.6	10	8.9	null	27	false	null	null	0	null	false	false	false	false	false	false
1,277	103,840	99,999	1,936	9	3	61.799999	10	48.599998	10	1,014.099976	10	null	null	5	10	2.6	10	5.1	null	52	false	null	null	0.02	null	false	false	false	false	false	false
1,278	103,840	99,999	1,936	5	17	57.5	10	45.799999	10	1,022.200012	10	null	null	9.8	10	9.8	10	13	null	50	false	null	null	0	null	false	false	false	false	false	false
1,279	103,840	99,999	1,936	7	3	64.400002	10	58	10	1,013	10	null	null	9.3	10	2.4	10	8.9	null	59	true	null	null	0.06	null	false	false	false	false	false	false
1,280	724,050	13,743	1,936	9	29	57.700001	11	49	11	null	null	null	null	5.9	11	8.3	11	9.9	null	55.400002	true	null	null	null	null	true	true	true	true	true	true
1,281	722,265	13,821	1,936	7	5	85.800003	11	66.400002	11	null	null	null	null	11.1	11	1.9	11	2.9	null	71.099998	true	null	null	0	null	false	false	false	false	false	false
1,282	722,265	13,821	1,936	6	9	81.199997	11	68.599998	11	null	null	null	null	9.5	11	0.8	11	4.1	null	68	true	null	null	0	null	false	false	false	false	false	false
1,283	722,265	13,821	1,936	3	21	62.5	11	32.900002	11	null	null	null	null	8.6	11	12.6	11	21	null	41	true	null	null	0	null	false	false	false	false	false	false
1,284	722,265	13,821	1,936	2	26	66.199997	11	56.200001	11	null	null	null	null	5.9	11	4.8	11	8.9	null	54	true	null	null	0	null	false	false	false	false	false	false
1,285	722,265	13,821	1,936	6	2	81.599998	11	61	11	null	null	null	null	12.3	11	4.5	11	8.9	null	64.900002	true	null	null	0	null	false	false	false	false	false	false
1,286	726,980	24,229	1,936	5	1	57.599998	16	46.400002	16	null	null	null	null	21.9	16	3	16	5.1	null	43.299999	true	null	null	0	null	false	false	false	false	false	false
1,287	725,310	14,806	1,936	11	9	33.599998	22	27.200001	22	1,021.5	22	null	null	5.2	22	13.1	22	26	null	26.4	true	null	null	0	null	true	true	true	true	true	true
1,288	726,810	24,131	1,936	8	21	72	23	46.200001	23	null	null	null	null	14.9	23	3.8	23	12	null	52.299999	true	null	null	0	null	false	false	false	false	false	false
1,289	726,980	24,229	1,936	8	16	65	24	52.799999	24	null	null	null	null	15.2	24	2.1	24	5.1	null	50.400002	true	null	null	0	null	false	false	false	false	false	false
1,290	726,810	24,131	1,936	4	24	59	24	45.099998	24	null	null	null	null	13.5	24	7.1	24	16.9	null	46.400002	true	null	null	0	null	false	false	false	false	false	false
1,291	726,980	24,229	1,936	8	8	67.699997	24	53.5	24	null	null	null	null	22	24	4.8	24	15.9	null	53.400002	true	null	null	0	null	false	false	false	false	false	false
1,292	727,640	24,011	1,936	8	12	76.900002	24	48	24	null	null	null	null	5.8	24	9.1	24	14	null	63.299999	true	null	null	null	null	false	false	false	false	false	false
1,293	726,810	24,131	1,936	9	4	61.099998	24	50.099998	24	null	null	null	null	14.6	24	3.9	24	9.9	null	51.299999	true	null	null	null	null	false	false	false	false	false	false
1,294	726,810	24,131	1,936	2	22	47.799999	24	38.299999	24	null	null	null	null	15.6	24	10.2	24	15.9	null	39.400002	true	null	null	0	null	false	false	false	false	false	false
1,295	726,810	24,131	1,936	4	20	59.299999	24	41.200001	24	null	null	null	null	12	24	3.9	24	11.1	null	42.400002	true	null	null	0	null	false	false	false	false	false	false
1,296	726,980	24,229	1,936	11	10	38.400002	24	29.799999	24	null	null	null	null	2.7	24	3.6	24	8	null	28.4	true	null	null	0	null	false	false	false	false	false	false
1,297	726,770	24,033	1,936	9	9	64.199997	24	45.799999	24	null	null	null	null	43.700001	24	9.2	24	27	null	54.299999	true	null	null	null	null	false	false	false	false	false	false
1,298	727,640	24,011	1,936	10	3	42.599998	24	19.299999	24	null	null	null	null	14.3	24	6.6	24	12	null	24.4	true	null	null	0	null	false	false	false	false	false	false
1,299	726,980	24,229	1,936	5	15	57.200001	24	51.5	24	null	null	null	null	11.1	24	7.4	24	19	null	52.299999	true	null	null	null	null	false	false	false	false	false	false

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