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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
12,400	912,030	99,999	1,945	7	15	81.800003	24	75.800003	24	1,011	24	1,010.799988	24	13.2	24	5.6	24	12	null	77.400002	true	null	null	null	null	false	false	false	false	false	false
12,401	749,130	99,999	1,945	8	26	37.099998	24	34.099998	24	1,014.200012	24	null	null	19.200001	24	1.3	24	7	null	32.400002	true	null	null	0	null	true	true	true	true	true	true
12,402	703,330	99,999	1,945	7	3	46.400002	24	46	24	1,025.800049	24	null	null	1.9	24	7.1	24	11.1	null	45.299999	true	null	null	null	null	true	true	true	true	true	true
12,403	722,588	99,999	1,945	6	13	70.300003	24	66	24	1,010.200012	24	null	null	61.099998	24	5.7	24	14	null	67.300003	true	null	null	null	null	false	false	false	false	false	false
12,404	724,635	23,067	1,945	3	31	51.900002	24	24.700001	24	1,010.400024	24	null	null	95.599998	24	9.6	24	19	null	34.299999	true	null	null	0	null	false	false	false	false	false	false
12,405	703,330	99,999	1,945	4	20	34.599998	24	31.4	24	1,006.700012	24	null	null	16	24	7.3	24	11.1	null	30.4	true	null	null	null	null	false	false	false	false	false	false
12,406	740,680	99,999	1,945	1	3	-16.9	24	-20.299999	16	1,028.699951	24	null	null	23.6	24	2.1	24	4.1	null	-25.6	true	null	null	0	null	false	false	false	false	false	false
12,407	480,190	99,999	1,945	5	7	83.199997	24	72.5	24	1,005.200012	24	null	null	45	24	3.6	24	9.9	null	72.300003	true	null	null	0	null	false	false	false	false	false	false
12,408	722,868	99,999	1,945	5	16	84.5	24	45.400002	24	1,008	24	null	null	99.400002	24	7.8	24	16.9	null	69.300003	true	null	null	0	null	false	false	false	false	false	false
12,409	702,220	99,999	1,945	3	22	3.8	24	-5.2	24	984.700012	24	null	null	23.700001	24	7.8	24	9.9	null	-2.6	true	null	null	null	null	true	true	true	true	true	true
12,410	725,335	99,999	1,945	2	8	30.799999	24	30.1	24	1,011.599976	24	981.5	24	1	24	9.3	24	15	null	27.299999	true	null	null	null	null	true	true	true	true	true	true
12,411	749,024	99,999	1,945	2	27	76.199997	24	74	24	1,014.099976	24	null	null	87.900002	24	1	24	6	null	72.300003	true	null	null	null	null	false	false	false	false	false	false
12,412	725,265	99,999	1,945	4	16	36	24	31.299999	24	999	24	null	null	29.9	24	24.5	24	39	null	31.299999	true	null	null	null	null	true	true	true	true	true	true
12,413	749,118	99,999	1,945	3	14	6.8	24	-3.2	24	1,015.900024	24	null	null	26.700001	24	5.5	24	15.9	null	-5.6	true	null	null	0	null	false	false	false	false	false	false
12,414	722,536	12,911	1,945	1	24	51.200001	24	39.5	24	1,023.400024	24	null	null	91.800003	24	3.6	24	8	null	43.299999	true	null	null	0	null	false	false	false	false	false	false
12,415	999,999	13,725	1,945	12	11	30.799999	24	18.4	24	1,016.900024	24	1,016.200012	24	13	24	22.200001	24	27	null	28.9	true	null	null	0	null	false	false	false	false	false	false
12,416	722,350	3,940	1,945	11	1	70.599998	24	62.799999	24	1,012.299988	24	1,000.599976	24	9.2	24	8.4	24	13	null	63.299999	true	null	null	0	null	true	true	true	true	true	true
12,417	999,999	13,756	1,945	8	29	74.300003	24	68.300003	24	1,019.5	24	1,019.599976	24	9.9	24	5.7	24	11.1	null	70	true	null	null	0	null	false	false	false	false	false	false
12,418	999,999	93,114	1,945	10	29	63.599998	24	53.599998	24	1,019.700012	24	1,016.299988	24	8.3	24	4	24	12	null	57.900002	true	null	null	null	null	false	false	false	false	false	false
12,419	913,850	99,999	1,945	8	31	82.300003	24	75	24	1,010.400024	24	955.700012	24	11.9	24	10	24	12	null	80.199997	true	null	null	0	null	false	false	false	false	false	false
12,420	747,950	12,867	1,945	9	14	80.699997	24	74.900002	24	1,018	24	1,016.599976	24	11.6	24	7	24	15	null	75.400002	true	null	null	null	null	false	false	false	false	false	false
12,421	999,999	93,108	1,945	6	1	65.900002	24	45.700001	24	1,012	24	917.299988	24	99.400002	24	9.2	24	22.9	null	55	true	null	null	0	null	false	false	false	false	false	false
12,422	999,999	13,756	1,945	6	27	72.300003	24	57.200001	24	1,012.799988	24	1,012.799988	24	84.199997	24	10.1	24	15.9	null	64.900002	true	null	null	0	null	false	false	false	false	false	false
12,423	724,970	99,999	1,945	3	11	53.799999	24	42.099998	24	1,020.299988	24	null	null	88	24	5.4	24	8	null	43.299999	true	null	null	0	null	false	false	false	false	false	false
12,424	722,800	23,195	1,945	5	9	74.5	24	40.700001	24	1,009.799988	24	null	null	99.400002	24	8.6	24	19	null	61.299999	true	null	null	0	null	false	false	false	false	false	false
12,425	163,200	99,999	1,945	1	17	45.5	24	43.299999	24	1,003.599976	24	null	null	7	24	7.6	24	14	null	42.400002	true	null	null	null	null	false	false	false	false	false	false
12,426	722,636	93,042	1,945	8	18	84	24	57	24	1,010.099976	24	null	null	14.9	24	10.2	24	15.9	null	69.300003	true	null	null	0	null	false	false	false	false	false	false
12,427	976,900	99,999	1,945	7	25	76.400002	24	73.599998	24	1,011.799988	24	null	null	88	24	2	24	5.1	null	73.400002	true	null	null	null	null	false	false	false	false	false	false
12,428	703,500	25,501	1,945	10	10	41.299999	24	38.099998	24	1,006.400024	24	null	null	7	24	4.2	24	9.9	null	38.299999	true	null	null	null	null	true	true	true	true	true	true
12,429	722,868	99,999	1,945	8	12	88.099998	24	50.099998	24	1,008.200012	24	null	null	17	24	4	24	12	null	77.400002	true	null	null	0	null	false	false	false	false	false	false
12,430	749,140	99,999	1,945	5	19	33.200001	24	24.799999	24	1,008.900024	24	null	null	29.799999	24	15.6	24	26	null	30.4	true	null	null	0	null	false	false	false	false	false	false
12,431	726,835	24,230	1,945	4	16	42.299999	24	29.6	24	1,021.599976	24	null	null	99.400002	24	10.6	24	23.9	null	23.4	true	null	null	0	null	false	false	false	false	false	false
12,432	749,445	99,999	1,945	7	3	75.5	24	68.199997	24	1,011.799988	24	null	null	99.400002	24	7.3	24	9.9	null	72.300003	true	null	null	null	null	false	false	false	false	false	false
12,433	722,485	13,944	1,945	9	19	80.599998	24	71	24	1,013.799988	24	null	null	11.8	24	7.2	24	13	null	74.300003	true	null	null	0	null	false	false	false	false	false	false
12,434	999,999	22,519	1,945	6	1	78.199997	24	70.400002	24	1,016.900024	24	1,015.200012	24	19.9	24	8.2	24	12	null	75	true	null	null	0	null	false	false	false	false	false	false
12,435	999,999	14,947	1,945	3	15	44.200001	24	43.200001	24	997.700012	24	966.900024	24	3.1	24	10.9	24	21	null	39.900002	true	null	null	null	null	true	true	true	true	true	true
12,436	999,999	93,833	1,945	8	31	76.5	24	66.599998	24	1,022	24	1,013.599976	24	7.9	24	1.8	24	7	null	64.900002	true	null	null	0	null	true	true	true	true	true	true
12,437	999,999	93,108	1,945	9	4	86.400002	24	57.5	24	1,012.5	24	919.5	24	99.400002	24	3.5	24	8.9	null	77	true	null	null	0	null	false	false	false	false	false	false
12,438	999,999	93,829	1,945	5	5	64.099998	24	40.900002	24	1,018.400024	24	1,016	24	10.1	24	8.3	24	19	null	55.900002	true	null	null	0	null	false	false	false	false	false	false
12,439	999,999	41,413	1,945	12	2	80.599998	24	74.199997	24	1,010.099976	24	1,002.200012	24	14.7	24	7.2	24	10.1	null	75.900002	true	null	null	null	null	false	false	false	false	false	false
12,440	999,999	14,856	1,945	8	27	66.5	24	52.099998	24	1,017.700012	24	996.599976	24	9	24	7.5	24	14	null	55	true	null	null	0	null	false	false	false	false	false	false
12,441	749,045	99,999	1,945	2	23	69.800003	24	61.799999	24	1,022.099976	24	null	null	26.299999	24	9.7	24	15.9	null	62.400002	true	null	null	0	null	false	false	false	false	false	false
12,442	722,487	13,935	1,945	5	5	59.400002	24	42.5	24	1,019.900024	24	null	null	76.099998	24	2.9	24	6	null	44.400002	true	null	null	0	null	true	true	true	true	true	true
12,443	710,563	99,999	1,945	7	4	52.400002	24	46	24	1,019.099976	24	null	null	66.800003	24	6.6	24	13	null	42.400002	true	null	null	null	null	false	false	false	false	false	false
12,444	724,836	23,208	1,945	6	15	76.5	24	25.5	24	1,010.5	24	null	null	99.400002	24	22.700001	24	35	null	61.299999	true	null	null	0	null	false	false	false	false	false	false
12,445	36,690	99,999	1,945	5	25	52.099998	24	48.200001	24	1,012.099976	24	null	null	3.5	24	8.8	24	13	null	41	true	null	null	null	null	false	false	false	false	false	false
12,446	428,081	99,999	1,945	9	10	82	24	79.099998	24	1,002.700012	24	null	null	10	24	5	24	8.9	null	79.300003	true	null	null	null	null	false	false	false	false	false	false
12,447	722,650	99,999	1,945	10	16	63.700001	24	51.900002	24	1,019.400024	24	null	null	13.8	24	3.8	24	8.9	null	52.299999	true	null	null	0	null	false	false	false	false	false	false
12,448	749,046	99,999	1,945	4	8	71.400002	24	60.5	24	1,020.599976	24	null	null	48.599998	24	8.3	24	14	null	61.299999	true	null	null	0	null	false	false	false	false	false	false
12,449	406,480	99,999	1,945	12	30	55.900002	24	51.700001	24	1,006.5	24	null	null	7.5	24	22.4	24	36.900002	null	52.299999	true	null	null	null	null	true	true	true	true	true	true
12,450	71,490	99,999	1,945	8	29	71.300003	24	64.099998	24	1,013.200012	24	null	null	25.1	24	4.8	24	20	null	66.400002	true	null	null	null	null	true	true	true	true	true	true
12,451	42,310	99,999	1,945	10	19	28	24	24.200001	24	992.799988	24	null	null	16.299999	24	2.8	24	9.9	null	24.4	false	null	null	0.02	null	false	false	false	false	false	false
12,452	703,500	25,501	1,945	4	14	38.200001	24	26.200001	24	1,007.099976	24	1,002.799988	24	14.9	24	9.1	24	14	null	32.400002	true	null	null	null	null	false	false	false	false	false	false
12,453	702,670	26,415	1,945	10	23	30.700001	24	23.700001	24	989.400024	24	942.400024	24	29.700001	24	5.7	23	12	null	24.4	true	null	null	null	null	false	false	false	false	false	false
12,454	749,089	99,999	1,945	2	28	65.400002	24	56.700001	24	1,019.200012	24	null	null	18.4	24	8.4	24	16.9	null	59.400002	true	null	null	0	null	false	false	false	false	false	false
12,455	740,030	99,999	1,945	6	21	75.099998	24	31.9	24	1,009	24	null	null	99.400002	24	4.2	24	8	null	52.299999	true	null	null	0	null	false	false	false	false	false	false
12,456	423,160	99,999	1,945	10	28	71.699997	24	66.099998	24	1,012.200012	24	null	null	46.700001	24	2.1	24	2.9	null	61.299999	true	null	null	0	null	true	true	true	true	true	true
12,457	567,480	99,999	1,945	10	8	62	24	58.5	24	1,014.599976	24	null	null	57	24	1.7	24	8.9	null	55.400002	true	null	null	null	null	false	false	false	false	false	false
12,458	723,927	93,110	1,945	4	23	54.400002	24	48.5	24	1,015.099976	24	null	null	4.2	24	5.7	24	14	null	43.299999	true	null	null	0	null	true	true	true	true	true	true
12,459	749,084	99,999	1,945	4	19	71.400002	24	48.5	24	1,021.900024	24	null	null	84.099998	24	4.8	24	11.1	null	60.299999	true	null	null	0	null	false	false	false	false	false	false
12,460	749,252	99,999	1,945	1	15	61.200001	24	54.400002	24	1,016.099976	24	null	null	32.099998	24	1.2	24	6	null	50.400002	true	null	null	0	null	false	false	false	false	false	false
12,461	745,980	13,702	1,945	5	5	56.299999	24	42.099998	24	1,006.5	24	null	null	72.699997	24	9.9	24	15.9	null	47.299999	true	null	null	null	null	false	false	false	false	false	false
12,462	408,310	99,999	1,945	2	14	57.099998	24	46.5	24	1,014.400024	24	null	null	64.599998	24	7.9	24	15	null	48.400002	true	null	null	0	null	false	false	false	false	false	false
12,463	623,660	99,999	1,945	2	22	54.5	24	34.799999	24	1,015.799988	24	null	null	29.5	24	21	24	35	null	49.299999	true	null	null	0	null	false	false	false	false	false	false
12,464	724,010	13,740	1,945	5	15	73.599998	24	61.5	24	1,011.299988	24	null	null	55.900002	24	7.4	24	11.1	null	62.400002	true	null	null	null	null	true	true	true	true	true	true
12,465	627,210	99,999	1,945	2	5	71	24	28.4	24	1,008.099976	24	null	null	99.400002	24	7.9	24	15	null	56.299999	true	null	null	0	null	false	false	false	false	false	false
12,466	999,999	13,771	1,945	11	5	40.400002	24	29.299999	24	1,013	24	null	null	7	24	12.6	24	18.1	null	34	true	null	null	0	null	false	false	false	false	false	false
12,467	724,517	99,999	1,945	8	20	81.300003	24	66.599998	24	1,013.5	24	null	null	14.9	24	10.3	24	15.9	null	68.400002	true	null	null	0	null	false	false	false	false	false	false
12,468	824,000	99,999	1,945	6	20	80.5	24	71.900002	24	1,011.700012	24	null	null	99.400002	24	13	24	16.9	null	78.300003	true	null	null	0	null	false	false	false	false	false	false
12,469	691,174	99,999	1,945	10	8	58.200001	24	49.099998	24	1,009.099976	24	null	null	8.3	24	6.7	24	20	null	45.299999	true	null	null	0	null	false	false	false	false	false	false
12,470	718,680	99,999	1,945	7	1	53.299999	24	42.099998	24	1,021.400024	24	null	null	23	24	6.1	24	9.9	null	37.400002	true	null	null	0	null	false	false	false	false	false	false
12,471	725,080	14,740	1,945	2	12	31.5	24	20.9	24	1,016.599976	24	null	null	37.299999	24	5.9	24	9.9	null	20.299999	true	null	null	0	null	false	false	false	false	false	false
12,472	722,970	23,129	1,945	6	7	60.200001	24	52.299999	24	1,016.400024	24	null	null	64	24	5.7	24	11.1	null	52.299999	true	null	null	0	null	true	true	true	true	true	true
12,473	718,670	99,999	1,945	8	15	64.5	24	51.799999	24	1,011.599976	24	null	null	15.5	24	5.3	24	9.9	null	49.299999	true	null	null	0	null	false	false	false	false	false	false
12,474	627,600	99,999	1,945	4	26	82.199997	24	22.700001	24	1,007	24	null	null	99.400002	24	7.5	24	13	null	62.400002	true	null	null	0	null	false	false	false	false	false	false
12,475	722,200	12,832	1,945	10	23	68.5	24	59.700001	24	1,015.099976	24	null	null	8.2	24	9.2	24	14	null	62.400002	true	null	null	0	null	false	false	false	false	false	false
12,476	428,081	99,999	1,945	12	9	66.199997	24	54.700001	24	1,012.900024	24	null	null	33.5	24	4.8	24	9.9	null	57.400002	true	null	null	0	null	false	false	false	false	false	false
12,477	722,577	99,999	1,945	10	29	68.699997	24	61.200001	24	1,021.200012	24	null	null	8.6	24	5.1	24	11.1	null	59.400002	true	null	null	0	null	true	true	true	true	true	true
12,478	722,880	23,152	1,945	1	7	53.700001	24	43.5	24	1,018.799988	24	null	null	2.3	24	5	24	8.9	null	40.299999	true	null	null	0	null	false	false	false	false	false	false
12,479	427,040	99,999	1,945	9	20	81	24	77.699997	24	1,004.299988	24	null	null	80	24	9.3	24	18.1	null	75.900002	false	null	null	0.47	null	false	false	false	false	false	false
12,480	76,470	99,999	1,945	8	21	71.400002	24	56.099998	24	1,012.900024	24	null	null	91.800003	24	6.4	24	14	null	62.400002	true	null	null	0	null	false	false	false	false	false	false
12,481	822,810	99,999	1,945	10	24	79.800003	24	72.400002	24	1,010.700012	24	null	null	14	24	7.3	24	15.9	null	73.400002	true	null	null	0	null	false	false	false	false	false	false
12,482	999,999	13,999	1,945	4	8	57.400002	24	43.099998	24	1,014.799988	24	947.099976	23	99.400002	24	21.9	24	30.1	null	46	true	null	null	0	null	false	false	false	false	false	false
12,483	724,040	13,721	1,945	5	8	63.700001	24	52.900002	24	1,008.099976	24	1,006.5	24	11.8	24	17.200001	24	22.9	null	57.400002	false	null	null	0.2	null	true	true	true	true	true	true
12,484	999,999	93,907	1,945	5	4	54.799999	24	38.700001	24	1,014.700012	24	1,011.099976	24	80.199997	24	13.2	24	22.9	null	46	true	null	null	0	null	false	false	false	false	false	false
12,485	703,160	25,624	1,945	1	6	39	24	37.5	24	977.700012	24	null	null	6.6	24	13	24	22.9	null	37.400002	true	null	null	null	null	true	true	true	true	true	true
12,486	749,242	99,999	1,945	2	23	73.099998	24	33.099998	24	1,011	24	null	null	33.299999	24	6.9	24	13	null	60.299999	true	null	null	0	null	false	false	false	false	false	false
12,487	42,610	99,999	1,945	7	15	45.5	24	42.299999	24	1,008.400024	24	null	null	27.299999	24	2.9	24	8	null	42.400002	true	null	null	null	null	false	false	false	false	false	false
12,488	749,117	99,999	1,945	5	11	61.5	24	55.700001	24	1,016.400024	24	null	null	1.7	24	3.9	24	9.9	null	52.299999	true	null	null	null	null	true	true	true	true	true	true
12,489	727,846	24,160	1,945	12	23	30.6	24	29.9	24	999.799988	24	null	null	3.1	24	1.9	24	5.1	null	27.299999	true	null	null	null	null	true	true	true	true	true	true
12,490	418,620	99,999	1,945	1	14	61.900002	24	55.799999	24	1,015.5	24	null	null	4.8	24	2.6	24	7	null	50.400002	true	null	null	0	null	false	false	false	false	false	false
12,491	749,092	99,999	1,945	5	22	59.400002	24	41	24	1,020.400024	24	null	null	99.400002	24	5.2	24	14	null	47.299999	true	null	null	0	null	false	false	false	false	false	false
12,492	722,680	23,009	1,945	8	15	76.099998	24	64.199997	24	1,013.5	24	null	null	26.5	24	6.2	24	19	null	68.400002	true	null	null	null	null	false	false	false	false	false	false
12,493	974,500	99,999	1,945	6	21	83.5	24	77.300003	24	1,009.599976	24	null	null	91.699997	24	6.5	24	14	null	78.300003	true	null	null	null	null	false	false	false	false	false	false
12,494	702,910	26,412	1,945	2	13	-33.700001	24	-45.900002	24	1,032.199951	24	null	null	26.6	24	3	24	13	null	-44.5	true	null	null	0	null	false	false	false	false	false	false
12,495	723,890	93,193	1,945	6	22	74.199997	24	52	24	1,005.200012	24	null	null	99.400002	24	7.3	24	16.9	null	58.299999	true	null	null	0	null	false	false	false	false	false	false
12,496	161,580	99,999	1,945	4	27	60.900002	24	55.5	24	1,008.799988	24	null	null	45.200001	24	7	24	13	null	55.400002	true	null	null	null	null	false	false	false	false	false	false
12,497	567,780	99,999	1,945	5	7	62.700001	24	45.799999	24	1,006.700012	24	null	null	91.800003	24	3.6	24	11.1	null	50.400002	true	null	null	0	null	false	false	false	false	false	false
12,498	725,570	14,943	1,945	1	20	31.4	24	29.700001	24	1,025.300049	24	null	null	0.8	24	7.6	24	8	null	29.299999	true	null	null	null	null	true	true	true	true	true	true
12,499	999,999	14,936	1,945	5	16	50.299999	24	28.6	24	1,020.099976	24	972.900024	24	9.9	24	7.1	24	14	null	35.099998	true	null	null	0	null	false	false	false	false	false	false

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