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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
17,000	999,999	94,702	1,948	11	21	50.599998	24	36.400002	24	1,015.599976	24	1,014.900024	24	11.1	24	9.8	24	20	null	41	true	null	null	0	null	false	false	false	false	false	false
17,001	723,601	23,007	1,948	8	5	71.800003	24	56.700001	24	1,020.200012	24	952.299988	24	14.4	24	7.5	24	12	null	64	true	null	null	0	null	false	false	false	false	false	false
17,002	725,180	14,735	1,948	9	28	58.200001	24	46.900002	24	1,024.800049	24	1,014	24	11.2	24	3.3	24	7	null	42.099998	true	null	null	0	null	true	true	true	true	true	true
17,003	999,999	14,938	1,948	2	1	19	24	13.6	24	1,028	24	991	24	4.3	24	6.5	24	10.1	null	8.1	true	null	null	0	null	true	true	true	true	true	true
17,004	476,350	99,999	1,948	8	22	80.699997	24	76.300003	24	1,006.400024	24	1,005	24	6.3	24	2.1	24	7	null	74.300003	true	null	null	0	null	true	true	true	true	true	true
17,005	999,999	23,188	1,948	4	15	71.699997	24	41	24	1,019	24	1,017.900024	24	16.1	24	6.1	24	12	null	59	true	null	null	0	null	false	false	false	false	false	false
17,006	999,999	24,140	1,948	7	9	71.199997	24	32.700001	24	1,015.900024	24	845.700012	24	36	24	9.9	24	14	null	54	true	null	null	0	null	false	false	false	false	false	false
17,007	725,196	14,717	1,948	2	17	40	24	36.099998	24	1,017.099976	24	999.099976	24	8.3	24	9.2	24	19	null	30.9	false	null	null	0	14.2	false	false	false	false	false	false
17,008	31,350	99,999	1,948	11	22	35.900002	24	34.700001	24	1,031	24	null	null	6	24	3.4	24	6	null	30	false	null	null	0	null	false	false	false	false	false	false
17,009	999,999	14,853	1,948	8	23	76.5	24	62.5	24	1,021.900024	24	994	24	3.8	24	4.4	24	12	null	64	true	null	null	0	null	true	true	true	true	true	true
17,010	999,999	24,215	1,948	12	2	38	24	30.5	24	1,018.900024	24	892.900024	24	9.9	24	7.8	24	15.9	null	33.099998	true	null	null	null	null	false	false	false	false	false	false
17,011	999,999	24,154	1,948	10	2	47.299999	24	36.700001	24	1,021.299988	24	818	24	51.599998	24	6.9	24	14	null	43	true	null	null	0	null	false	false	false	false	false	false
17,012	999,999	14,822	1,948	10	12	49	24	42.799999	24	1,010.799988	24	987.799988	24	7.5	24	12	24	17.1	null	44.099998	true	null	null	null	null	false	false	false	false	false	false
17,013	727,850	24,157	1,948	11	6	33.099998	24	25.6	24	1,026	24	939.5	24	19.799999	24	3.8	24	10.1	null	25	true	null	null	0	null	true	true	true	true	true	true
17,014	999,999	23,187	1,948	5	30	46.599998	24	41.700001	24	1,011.099976	24	858.5	24	25.5	24	11.1	24	17.1	null	39.900002	true	null	null	null	null	false	false	false	false	false	false
17,015	999,999	14,848	1,948	4	25	70.300003	24	57.900002	24	1,013.799988	24	986	24	13.4	24	6.5	24	14	null	57	true	null	null	0	null	false	false	false	false	false	false
17,016	726,170	14,742	1,948	10	27	36.299999	24	35.099998	24	1,023	24	1,010.200012	24	4.6	24	5.4	24	8	null	30.4	false	null	null	0	null	true	true	true	true	true	true
17,017	999,999	13,992	1,948	11	22	29.200001	24	26.299999	24	1,018.599976	24	985.200012	24	7.6	24	8.5	24	14	null	25	true	null	null	0	null	false	false	false	false	false	false
17,018	999,999	13,987	1,948	11	27	41.400002	24	35.299999	24	1,012.900024	24	976.900024	24	10.1	24	7.7	24	15.9	null	35.099998	true	null	null	null	null	false	false	false	false	false	false
17,019	999,999	14,607	1,948	12	7	36.700001	24	31.1	24	999.5	24	976.299988	24	18.1	24	18.700001	24	28.9	null	33.099998	true	null	null	null	null	true	true	true	true	true	true
17,020	726,071	14,606	1,948	4	12	41.900002	24	39.900002	24	1,010.400024	24	1,004.599976	24	4.9	24	7.1	24	16.9	null	29.299999	false	null	null	0.04	null	true	true	true	true	true	true
17,021	107,380	99,999	1,948	7	18	57.299999	24	52.799999	24	1,014.400024	24	966.900024	23	14	24	12.5	24	20	null	49.299999	false	null	null	0.01	null	false	false	false	false	false	false
17,022	726,170	14,742	1,948	6	5	59.5	24	48.700001	24	1,004.200012	24	991.900024	24	18.1	24	9.6	24	15.9	null	51.099998	true	null	null	0	null	false	false	false	false	false	false
17,023	722,530	12,921	1,948	10	31	75.5	24	67.699997	24	1,013.599976	24	985.900024	24	13.4	24	8.6	24	18.1	null	71.099998	true	null	null	0	null	false	false	false	false	false	false
17,024	722,530	12,921	1,948	5	23	81.099998	24	66.5	24	1,009.599976	24	982.099976	24	14.9	24	6.6	24	11.1	null	73.400002	true	null	null	0	null	false	false	false	false	false	false
17,025	723,510	13,966	1,948	6	6	85.800003	24	67.699997	24	1,009.200012	24	974	24	14.9	24	8.1	24	16.9	null	74.300003	true	null	null	0	null	false	false	false	false	false	false
17,026	725,180	14,735	1,948	3	28	36.200001	24	29.5	24	1,000.599976	24	989.799988	24	10.5	24	11.3	24	22	null	26.4	false	null	null	0.04	null	false	false	false	false	false	false
17,027	999,999	23,161	1,948	12	3	44.599998	24	12.8	24	1,012.700012	24	944.200012	24	31.9	24	8.2	24	42	null	28.9	true	null	null	0	null	false	false	false	false	false	false
17,028	724,370	93,823	1,948	1	26	13.3	24	7.7	24	1,034.199951	24	1,011	24	2.9	24	4.8	24	10.1	null	5	true	null	null	null	null	false	false	false	false	false	false
17,029	722,310	12,916	1,948	2	7	67.300003	24	62.200001	24	1,017	24	1,016	24	5.5	24	6.8	24	14	null	60.299999	true	null	null	0	null	true	true	true	true	true	true
17,030	999,999	14,853	1,948	10	1	63.5	24	56.799999	24	1,014.299988	24	986.200012	24	7.2	24	7.7	24	13	null	59	true	null	null	null	null	true	true	true	true	true	true
17,031	999,999	93,815	1,948	2	11	25.700001	24	18	24	1,029.900024	24	991.599976	24	2.9	24	7.9	24	12	null	19.9	true	null	null	null	null	true	true	true	true	true	true
17,032	749,126	99,999	1,948	3	1	45.900002	24	45	24	1,005.200012	24	998.099976	24	5.5	24	30.1	24	39	null	45.299999	true	null	null	null	null	true	true	true	true	true	true
17,033	999,999	24,138	1,948	1	7	45.700001	24	31.9	24	1,009	24	834	24	43.900002	24	22.799999	24	30.1	null	39.900002	true	null	null	null	null	false	false	false	false	false	false
17,034	999,999	24,244	1,948	12	28	37.200001	24	31.6	24	1,022.799988	23	1,021	24	6.4	23	3.2	23	6	null	35.099998	true	null	null	null	null	true	true	true	true	true	true
17,035	724,565	13,920	1,948	9	15	76.199997	24	62.599998	24	1,020.599976	24	982.299988	24	11.1	24	8.8	24	13	null	63.299999	false	null	null	0	null	false	false	false	false	false	false
17,036	999,999	13,893	1,948	1	13	35.900002	24	27.5	24	1,026.099976	24	1,015.400024	24	10.1	24	13.8	24	22	null	30.9	true	null	null	null	null	true	true	true	true	true	true
17,037	999,999	14,772	1,948	8	16	67.400002	24	57.5	24	1,015.299988	24	1,007.400024	24	21.700001	24	3.6	24	7	null	53.099998	true	null	null	0	null	false	false	false	false	false	false
17,038	747,686	13,820	1,948	9	9	82.300003	24	75.699997	24	1,014.200012	24	1,013.299988	24	9.2	24	6.5	24	12	null	76.300003	true	null	null	0	null	false	false	false	false	false	false
17,039	999,999	13,883	1,948	4	5	62.5	24	50	24	1,027.800049	24	1,019.599976	24	11.5	24	5.2	24	14	null	51.099998	true	null	null	0	null	false	false	false	false	false	false
17,040	722,680	23,009	1,948	4	3	56.099998	24	29	23	1,014.5	24	890.900024	24	32.900002	24	7.4	24	16.9	null	40.299999	true	null	null	0	null	false	false	false	false	false	false
17,041	999,999	24,231	1,948	5	11	54.400002	24	43.200001	24	1,021.400024	24	1,002.5	24	25.9	24	3.8	24	10.1	null	46	true	null	null	0	null	false	false	false	false	false	false
17,042	106,330	99,999	1,948	2	20	17.1	24	8.5	24	1,021.299988	24	1,002.900024	24	7.2	24	15.8	24	22	null	12.4	true	null	null	0	null	false	false	false	false	false	false
17,043	999,999	23,230	1,948	9	17	62.799999	24	54.400002	24	1,015	24	1,014.700012	24	12.2	24	5.1	24	13	null	59	true	null	null	null	null	false	false	false	false	false	false
17,044	912,750	21,603	1,948	5	21	80.900002	24	71.699997	24	1,015.299988	24	null	null	11.9	24	18.4	24	27	null	78.300003	true	null	null	0	null	false	false	false	false	false	false
17,045	727,755	24,112	1,948	10	16	31.9	24	21.700001	24	1,034.099976	24	null	null	38.5	24	9.8	24	14	null	25	false	null	null	0	null	false	false	false	false	false	false
17,046	999,999	24,223	1,948	9	13	62.900002	24	54.900002	24	null	null	null	null	7.3	24	4.2	24	10.1	null	48.900002	true	null	null	0	null	true	true	true	true	true	true
17,047	745,940	13,705	1,948	10	1	71.199997	24	67.400002	24	1,015.200012	23	1,004.900024	23	4.1	24	3.4	24	13	null	67.300003	true	null	null	null	null	true	true	true	true	true	true
17,048	479,310	99,999	1,948	12	6	67.400002	24	58.200001	24	1,017.799988	24	1,012.400024	24	14.7	24	0	24	null	null	59.900002	true	null	null	0	null	false	false	false	false	false	false
17,049	999,999	13,883	1,948	1	14	37.299999	24	25.4	24	1,017	24	1,008.700012	24	10.6	24	9.1	24	11.1	null	30	true	null	null	null	null	false	false	false	false	false	false
17,050	475,800	99,999	1,948	8	8	79.400002	24	76.300003	24	1,013.700012	24	1,009.700012	24	6	24	2.1	24	7	null	72.300003	true	null	null	null	null	true	true	true	true	true	true
17,051	999,999	23,155	1,948	3	27	58.5	24	36.400002	24	1,019.299988	24	1,001	24	38.5	24	5.2	24	13	null	44.099998	true	null	null	0	null	false	false	false	false	false	false
17,052	999,999	93,822	1,948	1	8	41.200001	24	33.799999	24	1,012.900024	24	990.200012	24	6.6	24	10.5	24	18.1	null	34	true	null	null	0	null	false	false	false	false	false	false
17,053	722,255	93,842	1,948	4	25	72.400002	24	58.5	24	1,017.700012	24	1,003.799988	24	12.8	24	7.1	24	12	null	60.099998	true	null	null	0	null	false	false	false	false	false	false
17,054	702,031	26,620	1,948	11	4	22	24	15.6	24	984.700012	24	984.099976	24	9.1	24	9.2	24	19	null	17.4	true	null	null	null	null	false	false	false	false	false	false
17,055	789,480	99,999	1,948	5	18	82.099998	24	74.400002	24	1,015.200012	24	1,014.200012	24	14.9	24	9.8	24	15.9	null	78.300003	true	null	null	0	null	false	false	false	false	false	false
17,056	726,546	14,946	1,948	11	19	22.4	24	19.4	24	1,015.099976	24	950.299988	24	3	24	24.700001	24	33	null	19.9	true	null	null	null	null	false	false	false	false	false	false
17,057	999,999	24,221	1,948	3	29	52	24	46.799999	24	1,015.400024	24	999.5	24	11.8	24	6.7	24	17.1	null	46.900002	true	null	null	null	null	false	false	false	false	false	false
17,058	749,105	99,999	1,948	8	19	70	24	65.699997	24	1,016	24	1,012.599976	24	9.3	24	8.2	24	15.9	null	64.400002	true	null	null	null	null	false	false	false	false	false	false
17,059	999,999	14,756	1,948	4	25	46.900002	24	37.700001	24	1,016.099976	24	1,015.700012	24	14.2	24	15.4	24	26	null	39.900002	true	null	null	0	null	false	false	false	false	false	false
17,060	476,710	99,999	1,948	10	9	65.300003	24	59.799999	24	1,023.200012	24	1,022.400024	24	12.8	24	8.6	24	15.9	null	60.299999	true	null	null	0	null	false	false	false	false	false	false
17,061	999,999	14,745	1,948	3	2	20.299999	24	14	24	1,029.099976	24	1,015.599976	24	10.5	24	3.7	24	8.9	null	16	true	null	null	null	null	true	true	true	true	true	true
17,062	999,999	24,231	1,948	1	21	37.900002	24	36	24	1,033.699951	24	1,014.400024	24	4.4	24	1.5	24	2.9	null	34	true	null	null	0	null	true	true	true	true	true	true
17,063	999,999	24,235	1,948	3	4	37.400002	24	18.299999	24	1,024	24	887.400024	24	99.400002	24	13	24	22.9	null	32	true	null	null	0	null	false	false	false	false	false	false
17,064	999,999	41,224	1,948	12	16	80.800003	24	74.300003	24	1,011.099976	24	1,011	24	12.2	24	6.9	24	8.9	null	77	true	null	null	0	null	false	false	false	false	false	false
17,065	724,050	13,743	1,948	1	25	16.6	24	9.8	24	1,025	24	1,024.300049	24	9.4	24	10.9	24	21	null	12.4	true	null	null	null	null	false	false	false	false	false	false
17,066	724,296	13,841	1,948	8	13	74.300003	24	63.599998	24	1,013.400024	24	976	24	10.2	24	4.4	24	11.1	null	62.400002	true	null	null	null	null	false	false	false	false	false	false
17,067	110,300	99,999	1,948	3	17	38	24	35.5	24	1,015.599976	24	994.400024	24	8.3	24	10.4	24	21	null	33.400002	true	null	null	null	null	true	true	true	true	true	true
17,068	913,660	40,604	1,948	4	1	81.699997	24	72.699997	24	1,009.400024	24	1,009.099976	24	11.9	24	11	24	15	null	78.300003	true	null	null	0	null	false	false	false	false	false	false
17,069	999,999	26,516	1,948	10	20	20.700001	24	14.4	24	1,004.599976	24	1,001.299988	24	19.700001	24	9.5	24	15.9	null	17.1	true	null	null	0	null	false	false	false	false	false	false
17,070	999,999	24,036	1,948	1	31	18.299999	24	9.8	24	1,025.099976	24	875.5	24	46.400002	24	8.4	24	13	null	10	true	null	null	0	null	false	false	false	false	false	false
17,071	999,999	13,881	1,948	11	5	67.5	24	62.700001	24	1,015.400024	24	988	24	7.7	24	8	24	15.9	null	61	true	null	null	null	null	true	true	true	true	true	true
17,072	723,560	13,968	1,948	9	13	72.5	24	59	24	1,017.400024	24	993.400024	24	12.4	24	5.6	24	13	null	59	true	null	null	0	null	false	false	false	false	false	false
17,073	725,300	94,846	1,948	9	29	63.200001	24	57.099998	24	1,018	24	994.400024	24	7.5	24	5.9	24	9.9	null	58.299999	true	null	null	null	null	true	true	true	true	true	true
17,074	999,999	11,621	1,948	12	15	79.400002	24	69.199997	24	1,012.599976	24	1,010.900024	24	10.9	24	8.1	24	17.1	null	75	true	null	null	0	null	false	false	false	false	false	false
17,075	749,140	99,999	1,948	3	7	-2	24	-15.4	24	1,007.200012	24	1,005.599976	24	9.3	24	38.599998	24	44.900002	null	-3.6	true	null	null	0	null	false	false	false	false	false	false
17,076	725,190	14,771	1,948	12	19	22.700001	24	17.5	24	1,011.5	24	995.900024	24	3.4	24	5.6	24	12	null	18.299999	false	null	null	0.16	null	true	true	true	true	true	true
17,077	723,170	13,723	1,948	11	30	41.400002	24	33.900002	24	1,023.400024	24	990.700012	24	10.8	24	4.6	24	11.1	null	33.099998	true	null	null	0	null	false	false	false	false	false	false
17,078	722,180	3,820	1,948	7	8	79	24	69.900002	24	1,015.700012	24	1,000.799988	24	8.1	24	8.8	24	15.9	null	73.400002	true	null	null	null	null	false	false	false	false	false	false
17,079	999,999	24,255	1,948	1	25	41.400002	24	32.200001	24	1,029.800049	24	1,028.800049	24	32.5	24	6.5	24	10.1	null	34	true	null	null	0	null	false	false	false	false	false	false
17,080	999,999	23,070	1,948	5	5	54.400002	24	29	24	1,008	24	820.400024	24	52.200001	24	10	24	21	null	39.900002	true	null	null	0	null	false	false	false	false	false	false
17,081	725,330	14,827	1,948	1	2	29.200001	24	27.6	24	1,001.200012	24	970.599976	24	7.1	24	6.9	24	14	null	26.1	true	null	null	0.04	null	false	false	false	false	false	false
17,082	999,999	13,990	1,948	5	17	64.699997	24	49	24	1,019.099976	24	977.599976	24	13.9	24	5.5	24	12	null	46.900002	true	null	null	0	null	false	false	false	false	false	false
17,083	999,999	24,152	1,948	10	6	36.5	24	33.799999	24	1,017.799988	24	875.599976	24	12.3	24	5.4	24	15	null	34	true	null	null	null	null	true	true	true	true	true	true
17,084	478,080	99,999	1,948	4	18	56.900002	24	47.400002	24	1,017.5	24	1,016.799988	24	4.5	24	5.4	24	12	null	47.299999	true	null	null	0	null	false	false	false	false	false	false
17,085	722,906	93,112	1,948	9	18	66.900002	24	63.299999	24	1,016.599976	24	1,014.900024	24	6.3	24	5.6	24	12	null	63.299999	false	null	null	0	null	true	true	true	true	true	true
17,086	999,999	13,881	1,948	12	9	46.599998	24	35.599998	24	1,015.299988	24	987.299988	24	7.1	24	9.3	24	11.1	null	41	true	null	null	0	null	false	false	false	false	false	false
17,087	474,250	99,999	1,948	11	24	46.099998	24	45	24	1,009.799988	24	1,005.799988	24	4.8	24	8	24	20	null	35.400002	true	null	null	null	null	true	true	true	true	true	true
17,088	725,190	14,771	1,948	2	20	29.799999	24	19.5	24	1,019.400024	24	1,004	24	5.6	24	16.200001	24	22.9	null	17.4	false	null	null	0.02	null	false	false	false	false	false	false
17,089	747,750	13,846	1,948	8	3	78.599998	24	76.599998	24	1,013.200012	24	1,012.5	24	6.6	24	8.7	24	12	null	74.300003	true	null	null	null	null	false	false	false	false	false	false
17,090	999,999	10,715	1,948	4	14	81.800003	24	75.5	24	1,010.400024	24	1,010.099976	24	7	24	13	24	18.1	null	79	true	null	null	0	null	false	false	false	false	false	false
17,091	722,580	13,960	1,948	8	11	92.099998	24	67.300003	24	1,011.299988	24	994.299988	24	14.9	24	9.8	24	14	null	82	true	null	null	0	null	false	false	false	false	false	false
17,092	999,999	24,243	1,948	12	16	16.700001	24	13.6	24	1,023.099976	24	982.5	24	11.9	24	4.6	24	7	null	5	true	null	null	null	null	true	true	true	true	true	true
17,093	722,545	99,999	1,948	8	11	88.400002	24	69.199997	24	1,012.5	24	995	24	14.9	24	12.6	24	22.9	null	77.400002	true	null	null	0	null	false	false	false	false	false	false
17,094	749,140	99,999	1,948	6	19	39.099998	24	38.700001	24	1,015.5	24	1,013.799988	24	8	24	8	24	18.1	null	36.299999	true	null	null	null	null	true	true	true	true	true	true
17,095	999,999	24,236	1,948	6	7	64.300003	24	50.900002	24	1,016.700012	24	865.5	24	39.799999	24	5.1	24	11.1	null	55.900002	true	null	null	0	null	false	false	false	false	false	false
17,096	999,999	14,931	1,948	1	31	20.6	24	11.7	24	1,026.400024	24	999.400024	24	7.9	24	12.5	24	17.1	null	12.9	true	null	null	null	null	false	false	false	false	false	false
17,097	42,700	99,999	1,948	1	22	12.7	24	1	24	998.299988	24	994.700012	24	29.4	24	3.6	24	14	null	8.4	true	null	null	0	null	false	false	false	false	false	false
17,098	725,190	14,771	1,948	5	14	50	24	47.299999	24	1,014.400024	24	999.299988	24	5.2	24	7.9	24	12	null	46.400002	false	null	null	0.31	null	true	true	true	true	true	true
17,099	722,180	3,820	1,948	12	13	62.700001	24	56.900002	24	1,022.299988	24	1,006.900024	24	7.5	24	4	24	9.9	null	53.400002	true	null	null	0	null	true	true	true	true	true	true

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