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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
15,000	999,999	14,936	1,947	3	3	19.299999	24	11.1	24	1,013.099976	24	964.5	24	15.8	24	5.7	24	11.1	null	10	true	null	null	null	null	false	false	false	false	false	false
15,001	724,663	99,999	1,947	8	27	68.5	24	50.900002	24	1,015.200012	24	814.900024	24	14.9	24	5.2	24	9.9	null	54.299999	true	null	null	0	null	false	false	false	false	false	false
15,002	723,060	13,722	1,947	8	30	74.400002	24	68.900002	24	1,019	24	1,003.200012	24	9	24	5.3	24	11.1	null	67.300003	true	null	null	null	null	true	true	true	true	true	true
15,003	725,196	14,717	1,947	6	17	56.400002	24	46.700001	24	1,012	24	994.599976	24	11.1	24	3.4	24	8.9	null	39	false	null	null	0.75	null	false	false	false	false	false	false
15,004	722,660	13,962	1,947	1	1	20.299999	24	15.8	24	1,026.300049	24	961.200012	24	11.1	24	6.5	24	15.9	null	17.4	true	null	null	null	null	false	false	false	false	false	false
15,005	999,999	13,739	1,947	11	28	39.900002	24	28	24	1,018.700012	24	1,017.700012	24	10.2	24	8.7	24	21	null	33.099998	true	null	null	null	null	false	false	false	false	false	false
15,006	749,347	99,999	1,947	6	24	77.900002	24	67.300003	24	1,008.400024	24	1,005.700012	24	9.3	24	7.1	24	13	null	68.400002	true	null	null	0	null	false	false	false	false	false	false
15,007	749,066	99,999	1,947	12	13	67	24	58.299999	24	1,014.299988	24	1,012.900024	24	9.2	24	3.7	24	9.9	null	62.400002	true	null	null	null	null	false	false	false	false	false	false
15,008	108,690	99,999	1,947	11	7	41.900002	24	38.700001	24	1,028.199951	24	971.700012	24	5.2	24	6.1	24	9.9	null	38.299999	true	null	null	null	null	true	true	true	true	true	true
15,009	781,180	12,714	1,947	7	15	83.5	24	74.400002	24	1,017.599976	24	1,017.299988	24	14.9	24	13.8	24	20	null	81.300003	true	null	null	0	null	false	false	false	false	false	false
15,010	724,240	13,807	1,947	9	1	76.900002	24	69.5	24	1,014.599976	24	988.200012	24	10.7	24	2.8	24	12	null	67.300003	true	null	null	0	null	false	false	false	false	false	false
15,011	108,690	99,999	1,947	12	28	52.200001	24	46.900002	24	998.400024	24	944.299988	24	14.1	24	18.200001	24	26	null	44.400002	true	null	null	null	null	false	false	false	false	false	false
15,012	476,350	99,999	1,947	9	27	64.699997	24	55.599998	24	1,009.599976	24	1,008.200012	24	13.9	24	4.5	24	14	null	54.299999	true	null	null	0	null	false	false	false	false	false	false
15,013	726,580	14,922	1,947	4	16	37.900002	24	19.200001	24	1,018.400024	24	987.099976	24	14.4	24	9.6	24	18.1	null	27	true	null	null	0	null	false	false	false	false	false	false
15,014	999,999	24,244	1,947	4	23	51.700001	24	43.799999	24	1,022.799988	24	1,020.799988	24	11.4	24	4.7	24	10.1	null	43	true	null	null	0	null	true	true	true	true	true	true
15,015	810,010	99,999	1,947	4	27	77.400002	24	74.300003	24	1,013.099976	24	1,009.700012	24	8.1	24	2	24	7	null	73.400002	true	null	null	null	null	false	false	false	false	false	false
15,016	620,111	99,999	1,947	1	21	53.5	24	39.599998	24	1,009.900024	24	1,009.599976	24	10.1	24	12.9	24	25.1	null	41.400002	false	null	null	0.04	null	false	false	false	false	false	false
15,017	722,860	23,119	1,947	8	4	81.400002	24	51	24	1,008.400024	24	956	24	8.9	24	6.7	24	16.9	null	62.099998	true	null	null	0	null	false	false	false	false	false	false
15,018	471,100	99,999	1,947	11	9	48.599998	24	37.400002	24	1,019	24	1,016.700012	24	10.6	24	7.5	24	13	null	36.299999	true	null	null	0	null	false	false	false	false	false	false
15,019	749,105	99,999	1,947	4	29	47.400002	24	37.400002	24	1,022.700012	24	1,019.099976	24	8.7	24	13.2	24	29.9	null	37.400002	true	null	null	0	null	false	false	false	false	false	false
15,020	723,060	13,722	1,947	4	22	48.700001	24	40.799999	24	1,023.099976	24	1,006.900024	24	14.7	24	9.5	24	12	null	43.299999	true	null	null	0	null	false	false	false	false	false	false
15,021	726,580	14,922	1,947	2	17	29.799999	24	25.200001	24	1,010.099976	24	978.799988	24	12.1	24	12.6	24	22.9	null	6.4	false	null	null	0.01	null	false	false	false	false	false	false
15,022	749,105	99,999	1,947	4	18	50.400002	24	38.400002	24	1,014.400024	24	1,010.799988	24	8.4	24	12.2	24	26	null	38.299999	true	null	null	null	null	false	false	false	false	false	false
15,023	723,630	23,047	1,947	2	17	45.299999	24	29.9	24	1,010.5	24	886.400024	24	14.9	24	9.8	24	18.1	null	29.299999	false	null	null	0	null	false	false	false	false	false	false
15,024	703,980	25,308	1,947	7	2	55.299999	24	49.5	24	1,016.700012	24	1,012.599976	24	29.799999	24	10	24	15.9	null	50.400002	true	null	null	0	null	false	false	false	false	false	false
15,025	108,660	99,999	1,947	2	20	21.5	24	20.200001	24	1,010.700012	24	944.299988	24	1.6	24	7.3	24	14	null	19.4	true	null	null	null	null	true	true	true	true	true	true
15,026	723,540	13,919	1,947	9	6	89.5	24	55.599998	24	1,010.799988	24	967.700012	24	14.5	24	8.9	24	16.9	null	75.400002	true	null	null	0	null	false	false	false	false	false	false
15,027	722,580	13,960	1,947	4	14	54.700001	24	51.099998	24	1,016.799988	24	998.900024	24	11.7	24	8	24	15	null	48.400002	true	null	null	null	null	false	false	false	false	false	false
15,028	704,851	99,999	1,947	6	14	44.799999	24	42	24	1,008.400024	24	1,003.400024	24	31.5	24	6.1	24	12	null	40.299999	true	null	null	null	null	false	false	false	false	false	false
15,029	724,040	13,721	1,947	7	20	72.800003	24	62.200001	24	1,011.900024	24	1,010.400024	24	10.4	24	7.6	24	15	null	66.900002	true	null	null	0	null	false	false	false	false	false	false
15,030	749,165	99,999	1,947	3	17	55.5	24	25.799999	24	1,008	24	873.099976	24	23.5	24	8.3	24	19	null	44.400002	true	null	null	null	null	false	false	false	false	false	false
15,031	785,140	99,999	1,947	8	14	78.900002	24	71.800003	24	1,015.700012	24	1,007.599976	24	11.6	24	2.8	24	8.9	null	74.300003	true	null	null	null	null	false	false	false	false	false	false
15,032	724,660	93,037	1,947	5	9	47.099998	24	44	24	1,014.700012	24	810.200012	24	3.1	24	8.7	24	16.9	null	41.400002	true	null	null	0	null	false	false	false	false	false	false
15,033	722,660	13,962	1,947	8	6	85.900002	24	64.099998	24	1,012.5	24	953.099976	24	28.200001	24	14.3	24	19	null	74.300003	true	null	null	0	null	false	false	false	false	false	false
15,034	725,115	14,711	1,947	11	22	36.799999	24	34.200001	24	1,030.900024	24	1,018.900024	24	4.8	24	2.6	24	8	null	30.4	true	null	null	null	null	false	false	false	false	false	false
15,035	704,540	25,704	1,947	10	30	44	24	41	24	1,004.099976	24	1,003.599976	24	5.3	24	24.1	24	34	null	42.400002	true	null	null	null	null	false	false	false	false	false	false
15,036	108,660	99,999	1,947	6	6	51.900002	24	47	24	1,013	24	951.099976	24	17.799999	24	9.7	24	22	null	45.299999	true	null	null	null	null	false	false	false	false	false	false
15,037	724,690	23,062	1,947	11	21	14.5	24	7.6	24	1,023.700012	24	833.5	24	13.7	24	7.7	24	16.9	null	7.3	true	null	null	0	null	false	false	false	false	false	false
15,038	999,999	45,709	1,947	10	8	44.200001	24	34	24	999.200012	24	997.400024	24	14.2	24	19	24	25.1	null	41	true	null	null	null	null	false	false	false	false	false	false
15,039	999,999	43,204	1,947	1	30	36.599998	24	28.299999	24	1,022.700012	24	1,022.5	24	4.2	24	4.3	24	14	null	28	true	null	null	0	null	true	true	true	true	true	true
15,040	722,656	23,040	1,947	12	30	45.299999	24	21.1	24	1,007.900024	24	910.400024	24	14.9	24	3.7	24	8.9	null	30.4	true	null	null	0	null	false	false	false	false	false	false
15,041	999,999	23,012	1,947	5	21	60.299999	24	43.900002	24	1,007.299988	24	828.400024	24	14.9	24	8.6	24	13	null	46.900002	true	null	null	0	null	false	false	false	false	false	false
15,042	723,555	99,999	1,947	6	30	85.800003	24	72.300003	24	1,012.700012	24	982.700012	24	14.9	24	11.5	24	15.9	null	77.400002	true	null	null	0	null	false	false	false	false	false	false
15,043	999,999	93,837	1,947	9	16	82.599998	24	75	24	1,014.099976	24	1,013	24	11	24	7.8	24	15	null	77	true	null	null	null	null	false	false	false	false	false	false
15,044	722,485	13,944	1,947	1	9	45.099998	24	38.900002	24	1,029.800049	24	1,023	24	9.6	24	6.8	24	11.1	null	41.400002	true	null	null	null	null	false	false	false	false	false	false
15,045	479,810	99,999	1,947	9	6	82	24	73.099998	24	1,010.900024	24	999.200012	24	26.1	24	10.6	24	15	null	79.300003	true	null	null	0	null	false	false	false	false	false	false
15,046	108,660	99,999	1,947	1	28	-0.6	24	-5	24	1,020.599976	24	951	24	2	24	3.8	24	6	null	-9.6	true	null	null	0	null	true	true	true	true	true	true
15,047	999,999	14,780	1,947	12	25	22.9	24	10	24	1,024.699951	24	1,020.200012	24	8.7	24	6.6	24	8.9	null	15.1	true	null	null	0	null	false	false	false	false	false	false
15,048	723,601	23,007	1,947	8	18	84.900002	24	64.199997	24	1,015.299988	24	948.5	24	14.9	24	9.7	24	15.9	null	73.400002	true	null	null	0	null	false	false	false	false	false	false
15,049	999,999	13,874	1,947	9	11	77.099998	24	69.900002	24	1,018	24	984.299988	24	13.1	24	4	24	10.1	null	71.099998	true	null	null	null	null	false	false	false	false	false	false
15,050	999,999	11,621	1,947	3	16	79.300003	24	66.300003	24	1,015.799988	24	1,014	24	13.7	24	11.5	24	27	null	72	true	null	null	0	null	false	false	false	false	false	false
15,051	107,880	99,999	1,947	1	9	21.200001	24	16.9	24	1,019.599976	24	974.400024	24	1.7	24	6.7	24	13	null	15.4	true	null	null	null	null	true	true	true	true	true	true
15,052	724,240	13,807	1,947	11	9	42.700001	24	25	24	1,017.400024	24	989.900024	24	11.2	24	4.5	24	8.9	null	31.299999	true	null	null	0	null	false	false	false	false	false	false
15,053	107,635	99,999	1,947	1	18	36.799999	24	35	24	1,030.400024	24	992.099976	24	6.7	24	7.4	24	16.9	null	34.299999	true	null	null	0	null	false	false	false	false	false	false
15,054	999,999	23,199	1,947	1	25	60.400002	24	31.6	24	1,020.799988	24	1,022.5	24	25.5	24	1.7	24	6	null	43	true	null	null	0	null	false	false	false	false	false	false
15,055	703,500	25,501	1,947	4	28	38.200001	24	35.700001	24	983.200012	24	979.200012	24	5.4	24	12.1	24	19	null	36	true	null	null	null	null	true	true	true	true	true	true
15,056	749,348	99,999	1,947	1	9	39.400002	24	37.400002	24	1,023.5	24	1,019	24	3.3	24	1.8	24	4.1	null	36.299999	true	null	null	null	null	true	true	true	true	true	true
15,057	703,980	25,308	1,947	1	5	38.400002	24	36.200001	24	1,018.5	24	1,014.099976	24	9.3	24	8.4	24	21	null	33.400002	true	null	null	null	null	true	true	true	true	true	true
15,058	788,060	99,999	1,947	10	21	79.400002	24	75.300003	24	1,011.099976	24	1,010	24	9.6	24	3.5	24	9.9	null	74.300003	false	null	null	1.06	null	false	false	false	false	false	false
15,059	723,650	23,050	1,947	1	20	31.799999	24	11.2	24	1,017.299988	24	836.299988	24	79.5	24	11.1	24	19	null	22.5	true	null	null	0	null	false	false	false	false	false	false
15,060	999,999	23,199	1,947	9	19	80.300003	24	55.5	24	1,011.299988	24	1,013	24	24	24	7	24	15	null	66.900002	true	null	null	0	null	false	false	false	false	false	false
15,061	724,285	13,812	1,947	3	2	26	24	21.6	24	1,002.200012	24	974.799988	24	2.9	24	7.4	24	13	null	23.4	true	null	null	null	null	false	false	false	false	false	false
15,062	911,700	22,508	1,947	9	23	75.400002	24	68.400002	24	1,015.599976	24	985.799988	24	14.5	24	3.4	24	9.9	null	67.300003	true	null	null	null	null	false	false	false	false	false	false
15,063	724,663	99,999	1,947	1	20	28.200001	24	14.1	24	1,013	24	803.799988	24	14.9	24	14.1	24	22	null	16.299999	true	null	null	0	null	false	false	false	false	false	false
15,064	724,836	23,208	1,947	7	23	70.199997	24	51.099998	24	1,014	24	1,011.299988	24	14.9	24	12.2	24	19	null	57.400002	true	null	null	0	null	false	false	false	false	false	false
15,065	745,160	23,202	1,947	4	15	72.599998	24	53.400002	24	1,014.299988	24	1,012.299988	24	17.799999	24	4	24	13	null	55	true	null	null	0	null	false	false	false	false	false	false
15,066	722,970	23,129	1,947	6	25	65.400002	24	57.700001	24	1,014.099976	24	1,012.799988	24	6.7	24	4.5	24	9.9	null	63.299999	true	null	null	0	null	false	false	false	false	false	false
15,067	744,900	14,702	1,947	4	18	44.599998	24	32.799999	24	1,011.099976	24	1,006	24	12.1	24	12.4	24	28	null	29.299999	false	null	null	0	null	false	false	false	false	false	false
15,068	723,630	23,047	1,947	6	7	77.900002	24	64.800003	24	1,008.299988	24	889	24	14	24	9	24	13	null	65.300003	false	null	null	0	null	false	false	false	false	false	false
15,069	749,132	99,999	1,947	12	28	29.9	24	26.9	24	1,013	24	1,005.200012	24	12	24	10.5	24	29.9	null	24.4	true	null	null	null	null	true	true	true	true	true	true
15,070	788,071	99,999	1,947	8	11	80.199997	24	75.5	24	1,011.799988	24	1,011	24	10	24	2.8	24	8.9	null	74.300003	true	null	null	null	null	false	false	false	false	false	false
15,071	999,999	14,933	1,947	6	10	73	24	65.599998	24	996.5	24	963	24	13.8	24	17.700001	24	26	null	64	true	null	null	null	null	false	false	false	false	false	false
15,072	479,810	99,999	1,947	8	28	83.400002	24	75.599998	24	1,013.299988	24	1,001.799988	24	26.5	24	7.3	24	12	null	80.199997	true	null	null	0	null	false	false	false	false	false	false
15,073	722,405	13,976	1,947	5	27	73.599998	24	64.5	24	1,016.099976	24	1,014.599976	24	12.3	24	4.8	24	8.9	null	60.299999	true	null	null	0	null	false	false	false	false	false	false
15,074	476,600	99,999	1,947	3	16	36	24	32.099998	24	1,015.799988	24	1,003.799988	24	5.6	24	4	24	11.1	null	29.299999	true	null	null	null	null	false	false	false	false	false	false
15,075	999,999	13,017	1,947	1	14	56.200001	24	53.5	24	1,022.400024	24	1,020.700012	24	3.1	24	2.4	24	8	null	52	true	null	null	0	null	true	true	true	true	true	true
15,076	724,240	13,807	1,947	1	26	51.299999	24	44.299999	24	1,009.5	24	982.5	24	5.6	24	5.5	24	8.9	null	46.400002	true	null	null	null	null	true	true	true	true	true	true
15,077	999,999	14,788	1,947	5	15	47.900002	24	36.400002	24	1,023.700012	24	1,022.700012	24	14.9	24	11.3	24	15.9	null	39.900002	true	null	null	0	null	false	false	false	false	false	false
15,078	722,530	12,921	1,947	7	28	85.099998	24	66.599998	24	1,017.200012	24	989.700012	24	14.9	24	6.5	24	15	null	71.199997	true	null	null	0	null	false	false	false	false	false	false
15,079	107,880	99,999	1,947	3	1	29.200001	24	26.299999	24	1,005.599976	24	961.200012	4	6.9	24	10.8	24	19	null	22.5	true	null	null	0	null	true	true	true	true	true	true
15,080	725,180	14,735	1,947	12	2	26.9	24	18.6	24	1,026.099976	24	1,015	24	8.2	24	2.3	24	4.1	null	17.1	true	null	null	0	null	true	true	true	true	true	true
15,081	999,999	14,752	1,947	3	27	29.200001	24	14.9	24	1,009.5	24	1,008.799988	24	13.7	24	11	24	21	null	23	true	null	null	null	null	false	false	false	false	false	false
15,082	723,555	99,999	1,947	8	29	85.300003	24	71.400002	24	1,014.5	24	984.400024	24	14.9	24	5.4	24	15	null	73.400002	true	null	null	0	null	false	false	false	false	false	false
15,083	702,190	26,615	1,947	12	28	-17.200001	24	-25.5	24	1,024.400024	24	1,023	24	22.799999	24	4.8	24	8	null	-20.6	true	null	null	null	null	false	false	false	false	false	false
15,084	999,999	14,752	1,947	3	2	33.400002	24	29.9	24	1,005.700012	24	1,005	24	5	24	10.4	24	14	null	30.9	true	null	null	null	null	true	true	true	true	true	true
15,085	723,555	99,999	1,947	11	23	38.200001	24	35.400002	24	1,020.400024	24	988.400024	24	7.6	24	5.8	24	9.9	null	36.299999	true	null	null	null	null	true	true	true	true	true	true
15,086	577,450	99,999	1,947	6	26	82.400002	24	75.800003	24	1,002	24	972.400024	24	6.7	24	3.3	24	5.1	null	73.400002	true	null	null	null	null	false	false	false	false	false	false
15,087	525,330	99,999	1,947	1	27	20.799999	24	0.1	24	1,021.799988	24	846.299988	24	5.5	24	6.2	24	11.1	null	11.3	true	null	null	0	null	false	false	false	false	false	false
15,088	999,999	23,174	1,947	12	16	53.599998	24	42.799999	24	1,017	24	1,013.299988	24	2.6	24	2.4	24	7	null	44.099998	true	null	null	0	null	true	true	true	true	true	true
15,089	999,999	14,788	1,947	7	24	70.199997	24	56.799999	24	1,023.200012	24	1,022.200012	24	12.6	24	6.6	24	13	null	59	true	null	null	0	null	false	false	false	false	false	false
15,090	726,580	14,922	1,947	7	23	65.599998	24	54.200001	24	1,018.299988	24	988	24	14.2	24	7.6	24	12	null	55	true	null	null	0.2	null	false	false	false	false	false	false
15,091	702,610	26,411	1,947	10	13	21.6	24	17.200001	24	989	24	971.799988	24	37.700001	24	3.2	24	7	null	10.4	true	null	null	null	null	false	false	false	false	false	false
15,092	749,070	99,999	1,947	7	13	73.199997	24	65.099998	24	1,016.299988	24	1,004.700012	24	7.9	24	1.8	24	4.1	null	60.299999	true	null	null	0	null	false	false	false	false	false	false
15,093	724,835	23,206	1,947	12	21	50.700001	24	44.700001	24	1,021	24	1,017.599976	24	13	24	5.8	24	16.9	null	46.400002	true	null	null	0	null	false	false	false	false	false	false
15,094	703,610	25,339	1,947	9	20	48.400002	24	43.900002	24	1,019	24	1,017.900024	24	19.299999	24	4.3	24	9.9	null	42.400002	true	null	null	0	null	false	false	false	false	false	false
15,095	999,999	26,617	1,947	9	3	44.200001	24	39.700001	24	1,012.400024	24	1,011.700012	24	14	24	14	24	22.9	null	43	true	null	null	null	null	false	false	false	false	false	false
15,096	999,999	14,936	1,947	1	27	34.700001	24	22.799999	24	1,009.400024	24	962.200012	24	22	24	15.4	24	24.1	null	26.1	true	null	null	null	null	false	false	false	false	false	false
15,097	724,810	23,203	1,947	12	13	42.400002	24	38.400002	24	1,027.900024	24	1,021.400024	24	10.3	24	4.4	24	8.9	null	31.299999	true	null	null	0	null	false	false	false	false	false	false
15,098	722,485	13,944	1,947	4	26	58.200001	24	50.700001	24	1,026.800049	24	1,020.099976	24	14.3	24	9.4	24	15	null	51.299999	true	null	null	null	null	false	false	false	false	false	false
15,099	724,338	13,802	1,947	2	10	20.799999	24	9.6	24	1,027.699951	24	1,010.5	24	7.5	24	12.4	24	16.9	null	13.1	true	null	null	0	null	false	false	false	false	false	false

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