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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
19,000	999,999	93,107	1,949	5	28	63.099998	9	54.299999	9	1,011.700012	9	995	9	6.3	9	5.3	9	8	null	60.099998	true	null	null	0	null	false	false	false	false	false	false
19,001	999,999	13,769	1,949	4	4	54.099998	9	46.299999	9	1,017.400024	9	1,016.900024	9	3.8	9	14.6	9	18.1	null	48.900002	true	null	null	null	null	false	false	false	false	false	false
19,002	999,999	93,211	1,949	9	10	64.199997	9	55	9	1,014	9	1,013.700012	9	8.2	9	8	9	13	null	61	true	null	null	0	null	false	false	false	false	false	false
19,003	999,999	13,751	1,949	8	12	89	9	73.5	9	1,014.200012	9	1,012.700012	9	10.8	9	3.8	9	8	null	79	true	null	null	0	null	false	false	false	false	false	false
19,004	999,999	14,793	1,949	3	18	30.5	9	24.9	9	1,006.599976	9	992.200012	9	1.6	9	15.4	9	19	null	28	true	null	null	null	null	true	true	true	true	true	true
19,005	999,999	93,834	1,949	9	25	60.700001	10	42.200001	10	null	null	995.700012	10	10.5	10	4.6	7	7	null	39.900002	true	null	null	0	null	false	false	false	false	false	false
19,006	999,999	14,789	1,949	11	19	41.299999	10	25.9	10	1,012.099976	10	1,011.599976	10	10.7	10	15.2	10	18.1	null	30.9	true	null	null	0	null	false	false	false	false	false	false
19,007	722,575	99,999	1,949	3	24	75.900002	10	64.800003	10	1,008.099976	10	975.900024	10	13.4	10	6.1	10	11.1	null	68.400002	true	null	null	null	null	false	false	false	false	false	false
19,008	999,999	93,107	1,949	7	16	71.5	10	60.799999	10	1,012	10	995.299988	10	8.6	10	5.6	10	10.1	null	64.900002	true	null	null	0	null	false	false	false	false	false	false
19,009	999,999	14,789	1,949	4	18	46.099998	10	34.799999	10	1,025.099976	10	1,024.400024	10	13.4	10	14.9	10	18.1	null	43	true	null	null	0	null	false	false	false	false	false	false
19,010	999,999	14,789	1,949	9	17	70.599998	10	49.400002	10	1,014.5	10	1,013.799988	10	9.5	10	13.2	10	21	null	55.900002	true	null	null	0	null	false	false	false	false	false	false
19,011	722,575	99,999	1,949	8	2	90.5	10	63.599998	10	1,012.599976	10	980.5	10	12.8	10	8.2	10	16.9	null	78.300003	true	null	null	null	null	false	false	false	false	false	false
19,012	999,999	26,519	1,949	3	1	1	10	-5.4	10	998.700012	10	941.799988	10	31.299999	10	3.8	10	6	null	-9	true	null	null	0	null	false	false	false	false	false	false
19,013	701,160	26,618	1,949	4	21	12.1	10	6	10	1,023.400024	10	1,022.900024	10	30.799999	10	3.6	10	9.9	null	4.5	true	null	null	0	null	false	false	false	false	false	false
19,014	999,999	14,789	1,949	1	18	35.900002	10	32.799999	10	1,034.199951	10	1,033.599976	10	6.2	10	12.9	10	17.1	null	35.099998	true	null	null	null	null	true	true	true	true	true	true
19,015	701,160	26,618	1,949	2	19	-14.4	10	-22.4	10	1,018.799988	10	1,018.299988	10	33.799999	10	6.6	10	13	null	-18.6	true	null	null	0	null	false	false	false	false	false	false
19,016	999,999	93,834	1,949	10	3	67.400002	10	54.900002	10	1,024.199951	10	995.099976	10	8.3	10	7.1	10	8.9	null	55	true	null	null	null	null	false	false	false	false	false	false
19,017	999,999	14,793	1,949	4	4	50.5	10	32.599998	10	1,014.700012	10	1,000.799988	10	10.1	10	16.6	10	20	null	43	true	null	null	0	null	false	false	false	false	false	false
19,018	999,999	14,793	1,949	2	26	38.299999	10	24.6	10	1,020.599976	10	1,006.200012	10	11.7	10	17.6	10	21	null	34	true	null	null	0	null	false	false	false	false	false	false
19,019	999,999	14,793	1,949	5	30	61.299999	10	39.099998	10	1,020	10	1,006.299988	10	12.3	10	10.3	10	12	null	48.900002	true	null	null	0	null	false	false	false	false	false	false
19,020	999,999	93,116	1,949	9	17	61.599998	10	57.700001	10	1,012.5	10	994.599976	10	2.9	10	4.7	10	10.1	null	57	true	null	null	0	null	true	true	true	true	true	true
19,021	999,999	4,726	1,949	9	19	66.800003	11	47.700001	11	null	null	null	null	12.7	11	12.7	11	17.1	null	60.099998	true	null	null	0	null	true	true	true	true	true	true
19,022	999,999	93,116	1,949	9	30	67.099998	11	58.799999	11	1,008.400024	11	990.900024	11	3.7	11	7.2	11	25.1	null	60.099998	true	null	null	0	null	false	false	false	false	false	false
19,023	999,999	93,116	1,949	9	23	78.400002	11	59.400002	11	1,010.299988	11	993.200012	11	4.5	11	6.9	11	17.1	null	69.099998	true	null	null	0	null	false	false	false	false	false	false
19,024	999,999	13,760	1,949	1	13	38.400002	11	31.299999	11	1,017.5	11	1,016.599976	11	4.6	11	3.2	11	6	null	28.9	true	null	null	0	null	true	true	true	true	true	true
19,025	999,999	26,413	1,949	3	8	16.299999	11	9.3	11	1,020.400024	10	1,004	11	24.9	11	4.4	11	8.9	null	-7.1	true	null	null	0	null	false	false	false	false	false	false
19,026	999,999	93,906	1,949	12	22	51.900002	11	50.700001	11	1,016.5	11	null	null	4.2	11	14.4	11	18.1	null	48	true	null	null	null	null	false	false	false	false	false	false
19,027	999,999	93,116	1,949	11	23	62.200001	11	49.099998	11	1,020.5	11	1,002.700012	11	8.9	11	3.7	11	7	null	53.099998	true	null	null	0	null	true	true	true	true	true	true
19,028	999,999	13,760	1,949	10	9	77	11	65.699997	11	1,022.400024	11	1,022.299988	11	9.6	11	3	11	6	null	64.900002	true	null	null	0	null	false	false	false	false	false	false
19,029	722,315	53,917	1,949	5	14	81.099998	11	63.900002	11	1,021.400024	11	null	null	9.2	11	9.4	11	15.9	null	75.400002	true	null	null	0	null	false	false	false	false	false	false
19,030	722,315	53,917	1,949	12	9	58.799999	11	48	11	1,021	11	null	null	5.4	11	12.3	11	16.9	null	53.400002	true	null	null	null	null	false	false	false	false	false	false
19,031	944,760	99,999	1,949	10	10	70.5	12	41.799999	7	null	null	null	null	24.9	7	8.1	12	23.9	null	51.099998	true	null	null	0	null	false	false	false	false	false	false
19,032	949,950	99,999	1,949	9	14	63.400002	12	55.5	12	null	null	null	null	23.799999	12	9.9	12	14	null	54	false	null	null	1.34	null	false	false	false	false	false	false
19,033	944,760	99,999	1,949	6	26	53.799999	12	25	7	null	null	null	null	24.9	7	3.6	12	8.9	null	35.099998	true	null	null	0	null	false	false	false	false	false	false
19,034	999,999	26,413	1,949	8	10	60.700001	12	49.799999	12	1,009	12	993.5	12	14.9	12	3.8	12	8.9	null	50	true	null	null	0	null	false	false	false	false	false	false
19,035	999,999	26,513	1,949	5	2	11.5	12	4.4	12	1,006	12	1,000.400024	12	22.799999	12	5.3	12	7	null	6.1	true	null	null	null	null	false	false	false	false	false	false
19,036	999,999	14,760	1,949	9	14	69.300003	12	65	12	1,017.5	12	949	12	6.6	12	8	12	13	null	64.900002	true	null	null	0	null	true	true	true	true	true	true
19,037	999,999	93,906	1,949	7	29	87.800003	12	74.5	12	1,020.400024	12	null	null	9.8	12	8.7	12	15	null	82.900002	true	null	null	0	null	false	false	false	false	false	false
19,038	722,315	53,917	1,949	8	23	82.800003	12	66.699997	12	1,015.700012	12	null	null	9.8	12	3.7	12	6	null	77.400002	true	null	null	0	null	false	false	false	false	false	false
19,039	999,999	14,797	1,949	2	15	55	12	49.299999	12	1,007.200012	12	960.799988	12	3.9	12	18.299999	12	38.099998	null	42.099998	true	null	null	null	null	true	true	true	true	true	true
19,040	999,999	14,760	1,949	11	25	35.200001	12	31.1	12	997.799988	12	928.099976	12	5.7	12	14.8	12	22.9	null	27	true	null	null	0	null	true	true	true	true	true	true
19,041	999,999	14,856	1,949	2	5	23.200001	12	16.4	12	1,021.599976	12	998.299988	12	3.7	12	5	12	8	null	16	true	null	null	0	null	false	false	false	false	false	false
19,042	788,060	99,999	1,949	9	28	80.099998	12	75.199997	12	1,010.400024	12	1,009.200012	12	8.5	12	15.4	12	22	null	75.400002	false	null	null	null	null	false	false	false	false	false	false
19,043	999,999	14,856	1,949	4	8	42.799999	12	32.799999	12	1,010.700012	12	988.599976	12	8.7	12	10.5	12	15.9	null	34	true	null	null	0	null	false	false	false	false	false	false
19,044	999,999	93,211	1,949	8	6	67.900002	12	54	12	1,018.900024	12	1,018.5	12	16.200001	12	12.1	12	20	null	62.099998	true	null	null	0	null	false	false	false	false	false	false
19,045	999,999	14,797	1,949	8	14	69.400002	12	62.200001	12	1,018.799988	12	972.799988	12	11.7	12	6.7	12	10.1	null	64	true	null	null	0	null	false	false	false	false	false	false
19,046	999,999	93,906	1,949	9	22	76.800003	12	74.300003	12	1,015.200012	12	null	null	7.2	12	7.7	12	17.1	null	73.900002	true	null	null	null	null	false	false	false	false	false	false
19,047	999,999	26,513	1,949	7	7	63.700001	12	49.900002	12	1,011.200012	12	1,005.799988	12	29.799999	12	2.7	12	5.1	null	46.900002	true	null	null	0	null	false	false	false	false	false	false
19,048	999,999	93,832	1,949	11	5	59.900002	12	41.599998	12	1,016.900024	12	1,014.200012	12	10.4	12	5.6	12	8.9	null	42.099998	true	null	null	0	null	true	true	true	true	true	true
19,049	999,999	26,413	1,949	5	26	50	12	42.799999	12	1,016.599976	12	1,000.700012	12	14.9	12	5.2	12	8	null	41	true	null	null	null	null	false	false	false	false	false	false
19,050	999,999	14,760	1,949	10	27	42.799999	12	24.700001	12	1,031.599976	12	960	12	15.7	12	6.9	12	10.1	null	32	true	null	null	0	null	false	false	false	false	false	false
19,051	999,999	26,513	1,949	1	25	9.5	12	3.6	12	1,023.099976	12	1,017.400024	12	17.799999	12	7	12	13	null	6.1	true	null	null	null	null	true	true	true	true	true	true
19,052	999,999	14,760	1,949	11	10	57.5	12	36.5	12	1,016.400024	12	947.299988	12	7.3	12	10.2	12	13	null	45	true	null	null	0	null	false	false	false	false	false	false
19,053	999,999	14,760	1,949	11	5	32.5	12	28.6	12	1,018	12	946.599976	12	8.5	12	14.3	12	19	null	28.9	true	null	null	null	null	false	false	false	false	false	false
19,054	999,999	14,763	1,949	6	27	79.699997	12	63.900002	12	1,009.5	12	968.200012	12	11.4	12	10.2	12	12	null	71.099998	true	null	null	0	null	false	false	false	false	false	false
19,055	999,999	26,413	1,949	3	25	12.2	12	3.2	12	997.400024	12	981.200012	12	13.7	12	10.3	12	13	null	3	true	null	null	null	null	false	false	false	false	false	false
19,056	999,999	14,760	1,949	12	2	27.200001	12	25.9	12	1,016.400024	12	944.700012	12	0.1	12	12.9	12	18.1	null	25	true	null	null	null	null	true	true	true	true	true	true
19,057	999,999	14,797	1,949	2	23	37.900002	12	28	12	1,019.099976	12	970.599976	12	22	12	18.200001	12	28.9	null	34	true	null	null	0	null	false	false	false	false	false	false
19,058	999,999	14,797	1,949	8	19	66.400002	12	51.599998	12	1,005.900024	12	960.200012	12	16.1	12	9.6	12	15.9	null	59	true	null	null	0	null	false	false	false	false	false	false
19,059	999,999	23,090	1,949	3	2	40.200001	13	27.6	12	null	null	null	null	79.900002	13	4.2	13	8.9	null	27	true	null	null	0	null	false	false	false	false	false	false
19,060	949,950	99,999	1,949	8	21	58.900002	13	52.599998	13	null	null	null	null	22	13	6.3	13	15	null	54	true	null	null	0.35	null	false	false	false	false	false	false
19,061	949,950	99,999	1,949	12	1	66.5	13	58.099998	13	null	null	null	null	23.9	13	6.2	13	12	null	59	true	null	null	0	null	false	false	false	false	false	false
19,062	407,120	99,999	1,949	12	23	35.799999	13	32.400002	13	null	null	null	null	6.6	13	1.9	13	1.9	null	34	false	null	null	null	null	false	false	false	false	false	false
19,063	944,760	99,999	1,949	11	9	85.5	13	53.799999	6	null	null	null	null	22.799999	6	4.2	13	11.1	null	72	true	null	null	0.01	null	false	false	false	false	false	false
19,064	999,999	26,436	1,949	8	11	58.299999	13	52.5	13	1,011.200012	13	1,009.900024	13	27	13	4.8	13	10.1	null	55	true	null	null	null	null	false	false	false	false	false	false
19,065	949,950	99,999	1,949	6	2	66	13	60.799999	13	null	null	null	null	22.9	13	6.5	13	8	null	57	false	null	null	0.12	null	false	false	false	false	false	false
19,066	999,999	93,830	1,949	12	14	42.400002	13	40	13	1,023	13	987.200012	13	3.2	13	6.5	13	10.1	null	41	true	null	null	null	null	true	true	true	true	true	true
19,067	749,205	99,999	1,949	1	21	33.700001	13	30.6	13	997.299988	13	996.599976	13	6.1	13	13.6	13	26	null	29.299999	true	null	null	null	null	true	true	true	true	true	true
19,068	999,999	26,436	1,949	12	15	30.700001	13	25.799999	13	1,020.400024	13	1,019	13	24.9	13	7.5	13	13	null	28.9	true	null	null	0	null	false	false	false	false	false	false
19,069	999,999	26,436	1,949	2	23	28.4	13	21.9	13	998.400024	13	997	13	29.799999	13	5.4	13	10.1	null	24.1	true	null	null	0	null	false	false	false	false	false	false
19,070	749,205	99,999	1,949	1	23	33.900002	13	27.5	13	1,013.900024	13	1,012.5	13	13.7	13	3.4	13	8	null	32.400002	true	null	null	null	null	false	false	false	false	false	false
19,071	722,175	13,860	1,949	5	5	82.599998	13	66.5	11	1,021.5	13	1,011.700012	13	10.7	13	3.9	13	8.9	null	68	true	null	null	0	null	false	false	false	false	false	false
19,072	999,999	26,436	1,949	4	22	36.400002	13	34.299999	13	1,007.599976	13	1,006.200012	13	8.9	13	9.8	13	18.1	null	33.099998	true	null	null	null	null	false	false	false	false	false	false
19,073	999,999	26,436	1,949	10	28	41.799999	13	37.099998	13	999.299988	13	997.900024	13	26.799999	13	6	13	14	null	39	true	null	null	0	null	false	false	false	false	false	false
19,074	999,999	93,830	1,949	8	8	82.099998	13	67.599998	13	1,018.299988	13	983.5	13	12.7	13	5.9	13	8.9	null	70	true	null	null	0	null	false	false	false	false	false	false
19,075	999,999	26,436	1,949	7	2	50.299999	13	45.599998	13	1,022.5	13	1,021.099976	13	29.4	13	4.7	13	11.1	null	46	true	null	null	null	null	false	false	false	false	false	false
19,076	942,120	99,999	1,949	12	6	91.5	14	57.5	6	null	null	null	null	26.6	7	12.8	14	29.9	null	73.900002	false	null	null	0	null	false	false	false	false	false	false
19,077	943,350	99,999	1,949	9	21	78.800003	14	54.700001	7	null	null	null	null	16	7	9.6	14	18.1	null	60.099998	false	null	null	0	null	false	false	false	false	false	false
19,078	999,999	94,225	1,949	12	6	42.099998	14	37.799999	14	null	null	null	null	9.1	14	7.1	14	15.9	null	36	true	null	null	null	null	false	false	false	false	false	false
19,079	946,460	99,999	1,949	12	5	62.400002	14	53.400002	7	null	null	null	null	12.4	7	14.3	14	21	null	55.900002	true	null	null	0	null	false	false	false	false	false	false
19,080	943,350	99,999	1,949	3	25	76.5	14	65.800003	7	null	null	null	null	24.9	7	6.1	14	11.1	null	66.900002	true	null	null	0	null	false	false	false	false	false	false
19,081	943,350	99,999	1,949	11	18	85.199997	14	66.300003	7	null	null	null	null	23.1	7	5	14	23.9	null	72	false	null	null	0.35	null	false	false	false	false	false	false
19,082	942,120	99,999	1,949	3	17	79.900002	14	70.800003	7	null	null	null	null	12.4	7	9.5	14	15	null	73.900002	true	null	null	0.39	null	false	false	false	false	false	false
19,083	946,460	99,999	1,949	6	5	54.700001	14	45.599998	7	null	null	null	null	21.299999	7	0.7	14	2.9	null	41	false	null	null	0	null	false	false	false	false	false	false
19,084	999,999	94,224	1,949	8	4	61.799999	14	56.400002	13	null	null	null	null	12.6	14	6.4	14	10.1	null	53.099998	true	null	null	0	null	false	false	false	false	false	false
19,085	946,930	99,999	1,949	8	15	52.099998	14	40.099998	7	null	null	null	null	24.9	7	5.3	14	9.9	null	37.900002	true	null	null	0	null	false	false	false	false	false	false
19,086	946,460	99,999	1,949	1	25	76.800003	14	60.299999	7	null	null	null	null	11.2	7	11.9	14	20	null	57.900002	true	null	null	0	null	false	false	false	false	false	false
19,087	942,120	99,999	1,949	12	25	83.900002	14	70	7	null	null	null	null	17.799999	7	13.6	14	29.9	null	72	false	null	null	0	null	false	false	false	false	false	false
19,088	942,120	99,999	1,949	4	30	75.199997	14	49.200001	6	null	null	null	null	24.9	7	3.6	14	9.9	null	60.099998	true	null	null	0	null	false	false	false	false	false	false
19,089	946,460	99,999	1,949	4	7	63.299999	14	52	7	null	null	null	null	12.4	7	6.8	14	15	null	45	true	null	null	0	null	false	false	false	false	false	false
19,090	946,460	99,999	1,949	1	1	63.700001	14	54.299999	7	null	null	null	null	12.4	7	13.1	14	22.9	null	50	true	null	null	0.01	null	false	false	false	false	false	false
19,091	999,999	14,786	1,949	2	2	28.299999	14	4.8	14	1,029.800049	14	1,029	14	10.8	14	16.9	14	22	null	25	true	null	null	0	null	false	false	false	false	false	false
19,092	999,999	24,231	1,949	7	28	70.099998	14	50.299999	14	1,017.900024	14	999.5	14	27.700001	14	8.9	14	12	null	55.900002	true	null	null	0	null	false	false	false	false	false	false
19,093	999,999	24,235	1,949	6	24	64.5	14	45.799999	14	1,015.700012	14	885.200012	14	99.400002	14	6.6	14	18.1	null	55	true	null	null	0	null	false	false	false	false	false	false
19,094	999,999	93,830	1,949	9	29	63.299999	14	49.400002	14	1,012.299988	14	976.900024	14	12.6	14	8.5	14	17.1	null	54	true	null	null	null	null	false	false	false	false	false	false
19,095	999,999	24,235	1,949	12	12	27	14	22.1	14	1,029.900024	14	890.200012	14	25.9	14	8.4	14	12	null	24.1	true	null	null	null	null	false	false	false	false	false	false
19,096	999,999	23,191	1,949	4	11	75.5	14	27.700001	14	1,015.799988	14	961.099976	14	63.900002	14	8.4	14	18.1	null	70	true	null	null	0	null	false	false	false	false	false	false
19,097	999,999	24,231	1,949	10	12	54.200001	14	47	14	1,026.300049	14	1,007.099976	14	11.2	14	6	14	15.9	null	46	true	null	null	null	null	true	true	true	true	true	true
19,098	999,999	24,235	1,949	5	21	45.900002	14	41.700001	14	1,020.200012	14	886	14	54	14	8.2	14	15.9	null	41	true	null	null	null	null	true	true	true	true	true	true
19,099	999,999	14,786	1,949	3	7	37	14	16.299999	14	1,016.900024	14	1,016.200012	14	12.7	14	12.9	14	17.1	null	34	true	null	null	null	null	false	false	false	false	false	false

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