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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
16,000	467,430	99,999	1,948	6	30	83.699997	21	78	21	1,005	21	1,002.200012	21	4.3	21	6.6	21	13	null	78.300003	true	null	null	0	null	true	true	true	true	true	true
16,001	749,066	99,999	1,948	7	21	80.300003	21	75.400002	21	1,020.299988	21	1,018.900024	21	14.3	21	11	21	15	null	78.300003	true	null	null	0	null	false	false	false	false	false	false
16,002	467,510	99,999	1,948	8	11	81.400002	21	73.199997	21	1,002	21	989.700012	21	3.9	21	0.9	21	4.1	null	75.400002	true	null	null	0	null	false	false	false	false	false	false
16,003	999,999	41,224	1,948	7	8	85	21	75.5	21	1,009.700012	21	1,009.599976	21	11.8	21	5.3	21	8.9	null	81	true	null	null	0	null	false	false	false	false	false	false
16,004	723,555	99,999	1,948	10	31	69.599998	21	59.700001	21	1,012.299988	21	981.700012	21	14.1	21	3.8	21	11.1	null	56.299999	true	null	null	0	null	false	false	false	false	false	false
16,005	999,999	41,224	1,948	5	24	85.400002	22	75.800003	22	1,010.299988	22	1,010.200012	22	11.6	22	7	22	12	null	82	true	null	null	null	null	false	false	false	false	false	false
16,006	725,526	99,999	1,948	12	11	31.1	23	25.4	22	1,004.400024	23	927.5	23	8.8	23	7.1	23	18.1	null	22.5	true	null	null	0	null	false	false	false	false	false	false
16,007	702,610	26,411	1,948	1	10	-28.700001	23	-34.599998	23	1,022.200012	23	1,003	23	6.2	23	0.9	23	1.9	null	-35.5	true	null	null	0	null	true	true	true	true	true	true
16,008	749,414	99,999	1,948	1	16	80.099998	23	76.699997	23	1,007.900024	23	1,007.200012	23	17.299999	23	4.4	23	9.9	null	77.400002	true	null	null	null	null	false	false	false	false	false	false
16,009	999,999	23,068	1,948	7	30	74	23	47.299999	23	1,015.5	23	857.599976	23	47.099998	23	8.2	23	14	null	62.099998	true	null	null	0	null	false	false	false	false	false	false
16,010	723,825	23,131	1,948	5	20	51.200001	23	30.799999	23	1,015	23	914.700012	23	32.400002	23	8.7	23	23.9	null	38.299999	false	null	null	0	null	false	false	false	false	false	false
16,011	479,810	99,999	1,948	12	19	70.900002	23	63.5	23	1,022.099976	23	1,009.599976	23	17.700001	23	11.2	23	15.9	null	67.300003	true	null	null	0	null	false	false	false	false	false	false
16,012	999,999	14,762	1,948	7	8	66.599998	23	53.200001	23	1,021.200012	23	975.799988	23	8.7	23	7.1	23	15.9	null	55	true	null	null	0	null	true	true	true	true	true	true
16,013	999,999	24,040	1,948	3	11	3.3	23	-6.5	23	1,027.300049	22	918.400024	23	33.299999	23	16.200001	23	22.9	null	-11	true	null	null	0	null	false	false	false	false	false	false
16,014	999,999	23,190	1,948	12	1	54.900002	23	36.700001	23	1,017.200012	23	1,016.799988	23	21.200001	23	2.6	23	6	null	37.900002	true	null	null	0	null	false	false	false	false	false	false
16,015	724,050	13,743	1,948	11	4	64.599998	23	60.5	23	1,013	23	1,012.299988	23	8.5	23	5.7	23	9.9	null	58.299999	true	null	null	null	null	true	true	true	true	true	true
16,016	999,999	24,011	1,948	3	13	18	23	12.5	23	1,016.700012	23	954	23	14.9	23	4.8	23	8.9	null	6.1	true	null	null	0	null	false	false	false	false	false	false
16,017	722,266	13,850	1,948	2	13	67.699997	23	65.599998	23	1,012.400024	23	1,006.599976	23	6	23	12.7	23	29.9	null	59.400002	true	null	null	null	null	true	true	true	true	true	true
16,018	789,700	99,999	1,948	12	24	76	23	68.300003	23	1,012	23	1,007.299988	23	13.6	23	4.6	23	13	null	66.400002	true	null	null	0	null	false	false	false	false	false	false
16,019	749,070	99,999	1,948	8	26	81	23	71.699997	23	1,017.599976	23	1,006	23	5.9	23	1.4	23	5.1	null	65.300003	true	null	null	0	null	true	true	true	true	true	true
16,020	999,999	13,781	1,948	1	22	32.900002	23	27.1	23	997.700012	23	994.599976	23	5.5	23	7.6	23	15	null	28.9	true	null	null	null	null	true	true	true	true	true	true
16,021	722,500	12,919	1,948	7	22	84.699997	23	74.5	23	1,011.099976	23	1,010.299988	23	11.3	23	12.5	23	20	null	78.099998	true	null	null	0	null	false	false	false	false	false	false
16,022	999,999	14,848	1,948	1	23	2.2	23	-9.3	23	1,022.5	23	992.200012	23	9.2	23	2.9	23	8.9	null	-9.9	true	null	null	0	null	false	false	false	false	false	false
16,023	722,680	23,009	1,948	1	28	11.7	23	3.4	23	1,035.199951	23	902.299988	23	6.2	23	3.7	23	8	null	9.3	true	null	null	null	null	false	false	false	false	false	false
16,024	749,165	99,999	1,948	10	7	67.800003	23	32.400002	23	1,010.099976	23	877.400024	23	41.5	23	10.5	23	18.1	null	54.299999	true	null	null	0	null	false	false	false	false	false	false
16,025	999,999	23,173	1,948	6	1	75	23	32.799999	23	1,007.400024	22	943.400024	23	27.9	23	4.7	23	14	null	57	true	null	null	0	null	false	false	false	false	false	false
16,026	726,985	99,999	1,948	9	17	56.700001	24	50.099998	24	null	null	null	null	6.9	24	1.8	24	6	null	45.299999	true	null	null	null	null	true	true	true	true	true	true
16,027	999,999	24,139	1,948	9	24	33.900002	24	28.4	24	null	null	null	null	23.200001	24	6.9	24	22.9	null	21.9	true	null	null	null	null	false	false	false	false	false	false
16,028	999,999	24,162	1,948	11	22	39.099998	24	34.200001	24	null	null	null	null	20.200001	24	3.3	24	8	null	36	true	null	null	null	null	false	false	false	false	false	false
16,029	999,999	24,162	1,948	11	4	41	24	25.200001	24	null	null	null	null	26.5	24	10.8	24	28	null	35.099998	true	null	null	0	null	false	false	false	false	false	false
16,030	999,999	14,754	1,948	4	26	49.599998	24	36.5	24	null	null	null	null	10.7	24	4.5	24	10.1	null	34	true	null	null	0	null	true	true	true	true	true	true
16,031	702,650	99,999	1,948	2	5	19.6	24	16.5	24	null	null	null	null	13.9	24	5.4	24	14	null	15.1	true	null	null	null	null	false	false	false	false	false	false
16,032	999,999	24,159	1,948	4	17	48.799999	24	42	24	null	null	null	null	13.9	24	5.2	24	13	null	42.099998	true	null	null	null	null	false	false	false	false	false	false
16,033	727,834	99,999	1,948	10	1	50.700001	24	39.799999	24	null	null	null	null	29.799999	24	12.7	24	22	null	41.400002	true	null	null	0	null	false	false	false	false	false	false
16,034	999,999	24,162	1,948	11	5	39.099998	24	28.5	24	null	null	null	null	20.5	24	3.9	24	8.9	null	34	true	null	null	0	null	false	false	false	false	false	false
16,035	726,985	99,999	1,948	5	3	51.5	24	49	24	null	null	null	null	9.8	24	6.1	24	12	null	49.299999	true	null	null	null	null	false	false	false	false	false	false
16,036	999,999	24,159	1,948	11	25	32.599998	24	31.1	24	null	null	null	null	11.4	24	3.9	24	8.9	null	30	true	null	null	null	null	false	false	false	false	false	false
16,037	999,999	24,162	1,948	4	3	46	24	32.5	24	null	null	null	null	27.799999	24	9.5	24	18.1	null	37	true	null	null	null	null	false	false	false	false	false	false
16,038	999,999	24,159	1,948	1	9	28.200001	24	26.5	24	null	null	null	null	13.9	24	2.8	24	6	null	21.9	true	null	null	null	null	false	false	false	false	false	false
16,039	999,999	24,159	1,948	1	16	12.8	24	11.4	24	null	null	null	null	14.5	24	1.3	24	5.1	null	3	true	null	null	0	null	false	false	false	false	false	false
16,040	999,999	24,159	1,948	9	21	56.700001	24	43.900002	24	null	null	null	null	14.9	24	4.8	24	15.9	null	37	true	null	null	0	null	false	false	false	false	false	false
16,041	999,999	14,746	1,948	11	5	54.900002	24	52.099998	24	null	null	null	null	3.2	24	10.3	24	15.9	null	50	true	null	null	0	null	true	true	true	true	true	true
16,042	999,999	24,159	1,948	7	16	62.099998	24	54	24	null	null	null	null	14.9	24	3.8	24	8.9	null	52	true	null	null	null	null	false	false	false	false	false	false
16,043	999,999	24,241	1,948	4	23	47.299999	24	42.5	24	null	null	null	null	13.5	24	10.7	24	17.1	null	44.099998	true	null	null	null	null	false	false	false	false	false	false
16,044	725,540	14,949	1,948	1	23	-4	24	-16.4	24	null	null	null	null	9.4	24	11.7	24	20	null	-15.5	true	null	null	0	null	true	true	true	true	true	true
16,045	999,999	14,754	1,948	5	26	56.900002	24	47.799999	24	null	null	null	null	9.2	24	4.8	24	8.9	null	45	true	null	null	0	null	true	true	true	true	true	true
16,046	999,999	14,754	1,948	3	11	21.299999	24	17.700001	24	null	null	null	null	4.5	24	7.2	24	12	null	16	true	null	null	null	null	false	false	false	false	false	false
16,047	722,650	23,023	1,948	3	7	47.700001	24	27.200001	24	null	null	null	null	14.9	24	7.1	24	20	null	31.299999	true	null	null	0	null	false	false	false	false	false	false
16,048	722,630	23,034	1,948	2	25	59.799999	24	52.5	24	null	null	null	null	14.3	24	11.7	24	16.9	null	50.400002	true	null	null	null	null	false	false	false	false	false	false
16,049	999,999	24,241	1,948	1	27	31.299999	24	19.6	24	null	null	null	null	53	24	4.7	24	10.1	null	19	true	null	null	0	null	false	false	false	false	false	false
16,050	999,999	14,746	1,948	3	2	27.6	24	25.6	24	null	null	null	null	4	24	12.6	24	15	null	26.1	true	null	null	null	null	true	true	true	true	true	true
16,051	999,999	24,223	1,948	11	24	46.5	24	43.200001	24	null	null	null	null	6.5	24	6.1	24	12	null	43	true	null	null	null	null	false	false	false	false	false	false
16,052	726,985	99,999	1,948	12	22	35.700001	24	29.799999	24	null	null	null	null	22.700001	24	7.8	24	14	null	31.299999	true	null	null	null	null	false	false	false	false	false	false
16,053	703,330	99,999	1,948	1	25	34.799999	24	30.799999	24	null	null	null	null	10.1	24	12	24	22	null	32.400002	true	null	null	null	null	false	false	false	false	false	false
16,054	727,834	99,999	1,948	9	18	56.900002	24	48.400002	24	null	null	null	null	25.700001	24	3.9	24	9.9	null	46.400002	true	null	null	0	null	false	false	false	false	false	false
16,055	999,999	24,139	1,948	8	3	56.5	24	51.099998	24	null	null	null	null	22.6	24	4.7	24	12	null	44.099998	true	null	null	null	null	true	true	true	true	true	true
16,056	999,999	24,159	1,948	11	10	34.900002	24	28.299999	24	null	null	null	null	14.9	24	3	24	8	null	30	true	null	null	0	null	false	false	false	false	false	false
16,057	727,834	99,999	1,948	1	14	22.799999	24	19	24	null	null	950.200012	8	20.6	24	4.7	24	9.9	null	15.4	true	null	null	0	null	true	true	true	true	true	true
16,058	701,620	26,508	1,948	12	11	-31.4	24	-37.099998	13	null	null	1,000	24	13.8	24	8.7	24	14	null	-38	true	null	null	null	null	true	true	true	true	true	true
16,059	727,834	99,999	1,948	2	24	33.400002	24	29	24	null	null	942.299988	8	22.5	24	5.9	24	12	null	29.299999	true	null	null	null	null	false	false	false	false	false	false
16,060	727,834	99,999	1,948	2	10	21.1	24	16	24	null	null	940.5	8	19.1	24	8.3	24	14	null	13.5	true	null	null	null	null	false	false	false	false	false	false
16,061	726,625	24,006	1,948	4	13	41.299999	24	22.700001	24	null	null	906	24	24.200001	24	13.4	24	26	null	27	true	null	null	0	null	false	false	false	false	false	false
16,062	727,834	99,999	1,948	5	20	57.799999	24	50.299999	24	null	null	937.200012	8	24.4	24	10.1	24	16.9	null	49.299999	true	null	null	null	null	false	false	false	false	false	false
16,063	999,999	24,161	1,948	5	19	58.5	24	45.599998	24	1,006.700012	24	null	null	27.299999	24	13.3	24	21	null	48	true	null	null	null	null	false	false	false	false	false	false
16,064	711,010	99,999	1,948	8	18	60.099998	24	52.900002	24	1,016.299988	24	null	null	14.9	24	9.7	24	16.9	null	56.299999	true	null	null	0	null	false	false	false	false	false	false
16,065	999,999	14,607	1,948	6	14	57.099998	24	48.700001	24	1,011	23	987.900024	24	12.3	24	10	24	19	null	50	true	null	null	null	null	true	true	true	true	true	true
16,066	999,999	26,703	1,948	9	6	41.200001	24	35.099998	24	1,015.5	24	1,014.5	24	47.200001	24	3.4	24	6	null	37.900002	true	null	null	null	null	false	false	false	false	false	false
16,067	722,536	12,911	1,948	2	19	68.5	24	61.299999	24	1,013.599976	24	986.599976	24	14.4	24	6.2	24	9.9	null	63.299999	true	null	null	0	null	false	false	false	false	false	false
16,068	107,380	99,999	1,948	1	16	35.400002	24	34.599998	24	1,005.5	24	956.400024	24	1.8	24	2.4	24	5.1	null	34.299999	false	null	null	0	null	true	true	true	true	true	true
16,069	475,910	99,999	1,948	11	11	44.799999	24	38.799999	24	1,020.5	24	1,020.099976	24	17.700001	24	9.4	24	22	null	37.400002	true	null	null	0	null	false	false	false	false	false	false
16,070	999,999	24,022	1,948	5	5	35.5	24	21.700001	24	1,016.099976	24	777.599976	24	33.599998	24	17	24	28	null	25	true	null	null	null	null	false	false	false	false	false	false
16,071	725,038	14,714	1,948	2	8	23.200001	24	19.6	24	1,012.900024	24	995.299988	24	6.4	24	15.8	24	29.9	null	17.4	true	null	null	null	null	true	true	true	true	true	true
16,072	999,999	3,812	1,948	6	24	75.699997	24	65.800003	24	1,018.700012	24	946.799988	24	9.7	24	3.2	24	14	null	63	true	null	null	0	null	true	true	true	true	true	true
16,073	999,999	13,894	1,948	2	13	68.099998	24	66.699997	24	1,013	24	1,005.200012	24	4.2	24	13.7	24	24.1	null	64.900002	true	null	null	null	null	true	true	true	true	true	true
16,074	999,999	13,897	1,948	1	11	34.099998	24	23.6	24	1,030.5	24	1,007.599976	24	9.6	24	4.4	24	10.1	null	21	true	null	null	0	null	false	false	false	false	false	false
16,075	749,538	99,999	1,948	2	18	20.299999	24	14.6	24	1,026.599976	24	953.5	24	5.4	24	7.4	24	15	null	17.4	true	null	null	null	null	true	true	true	true	true	true
16,076	999,999	25,323	1,948	12	3	4.8	24	-7	24	1,019.700012	24	1,009.200012	24	21	24	10.9	24	20	null	0	true	null	null	null	null	false	false	false	false	false	false
16,077	722,656	23,040	1,948	1	7	44.5	24	27.9	24	1,022.5	24	923	24	14.9	24	2.7	24	6	null	27.299999	true	null	null	0	null	false	false	false	false	false	false
16,078	999,999	14,940	1,948	6	3	73.099998	24	51.099998	24	1,015.5	24	974	24	14.9	24	10.5	24	15.9	null	57.900002	true	null	null	0	null	false	false	false	false	false	false
16,079	999,999	12,844	1,948	12	19	74.300003	24	68.199997	24	1,012.5	24	1,011.700012	24	11.1	24	8.1	24	18.1	null	68	true	null	null	0	null	true	true	true	true	true	true
16,080	727,345	14,847	1,948	7	8	67.300003	24	53.200001	24	1,021.700012	24	995.299988	24	13.4	24	6.1	24	12	null	52	true	null	null	0	null	false	false	false	false	false	false
16,081	722,866	23,122	1,948	9	9	77.699997	24	50.299999	24	1,007.200012	24	969.299988	24	5.9	24	3.7	24	11.1	null	58.299999	true	null	null	0	null	false	false	false	false	false	false
16,082	43,900	99,999	1,948	6	12	41.700001	24	39.200001	24	1,006.799988	24	999.099976	24	7.4	24	33.599998	24	42.900002	null	40.299999	true	null	null	null	null	false	false	false	false	false	false
16,083	999,999	24,022	1,948	2	3	10.6	24	6.3	24	1,017	24	768.900024	24	33.299999	24	12	24	24.1	null	0	true	null	null	null	null	false	false	false	false	false	false
16,084	999,999	23,167	1,948	7	2	79.800003	24	51.099998	24	1,008.599976	24	998.799988	24	16.9	24	5.9	24	12	null	64.900002	true	null	null	0	null	false	false	false	false	false	false
16,085	749,126	99,999	1,948	12	18	38.400002	24	36.400002	24	997.700012	24	990.599976	24	14.5	24	19.700001	24	49	null	35.400002	true	null	null	null	null	false	false	false	false	false	false
16,086	745,980	13,702	1,948	5	17	71.699997	24	64.199997	24	1,010.700012	24	1,010.400024	24	6.9	24	12.1	24	16.9	null	55.900002	true	null	null	null	null	false	false	false	false	false	false
16,087	722,687	93,033	1,948	8	10	87.800003	24	56	24	1,008.599976	24	900.799988	24	39.799999	24	7.6	24	15	null	77	true	null	null	null	null	false	false	false	false	false	false
16,088	999,999	13,752	1,948	10	31	49.299999	24	48.400002	24	1,021.400024	24	1,020	24	0.7	24	2.5	24	7	null	44.099998	true	null	null	0	null	true	true	true	true	true	true
16,089	999,999	24,020	1,948	9	16	75.599998	24	49.299999	24	1,011.599976	24	909	24	11.2	24	22.700001	24	35.900002	null	62.099998	true	null	null	0	null	false	false	false	false	false	false
16,090	700,260	27,502	1,948	4	4	28.6	24	27.5	24	1,010.5	24	1,009.900024	24	4.1	24	17.700001	24	26	null	20.299999	true	null	null	null	null	false	false	false	false	false	false
16,091	703,500	25,501	1,948	8	21	61.400002	24	51.299999	24	1,023.099976	24	1,018.900024	23	14.9	24	5.9	24	15.9	null	53.099998	true	null	null	null	null	false	false	false	false	false	false
16,092	999,999	24,225	1,948	4	16	52.900002	24	44.700001	24	1,018.5	24	970.799988	24	19.4	24	5	24	13	null	46	true	null	null	null	null	false	false	false	false	false	false
16,093	999,999	13,725	1,948	10	16	54.5	24	44.599998	24	1,025	24	1,024.300049	24	7.1	24	8.8	24	19	null	44.099998	true	null	null	0	null	true	true	true	true	true	true
16,094	999,999	14,822	1,948	12	13	37.299999	24	34.799999	24	1,017	24	993.599976	24	1.5	24	6	24	13	null	33.099998	true	null	null	null	null	true	true	true	true	true	true
16,095	107,380	99,999	1,948	9	17	55	24	48	24	1,024.300049	24	976.299988	24	5.8	24	4.2	24	7	null	48.400002	true	null	null	0	null	true	true	true	true	true	true
16,096	724,586	13,922	1,948	4	5	63	24	52	24	1,010.200012	24	965.700012	24	13.3	24	13.3	24	22	null	48.400002	false	null	null	0	null	false	false	false	false	false	false
16,097	722,486	13,942	1,948	5	3	78.300003	24	68.800003	24	1,009.700012	24	1,007	24	12.3	24	5.9	24	11.1	null	72.300003	true	null	null	0	null	false	false	false	false	false	false
16,098	85,090	99,999	1,948	7	31	67.599998	24	55.700001	24	1,024.099976	24	1,018	24	14.9	24	3.3	24	9.9	null	60.299999	true	null	null	0	null	false	false	false	false	false	false
16,099	749,126	99,999	1,948	3	8	43.799999	24	41.799999	24	984.799988	24	977.599976	24	9.8	24	20.200001	24	28.9	null	40.299999	true	null	null	null	null	true	true	true	true	true	true

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