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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
28,000	717,310	99,999	1,951	2	13	6.1	24	6.1	24	1,025.900024	23	979.200012	24	7.5	24	12	24	18.1	null	-0.6	true	null	null	null	null	true	true	true	true	true	true
28,001	703,430	25,402	1,951	8	1	52.099998	24	50.799999	24	1,006.5	24	1,004.799988	24	6.5	24	17.799999	24	30.1	null	51.099998	true	null	null	null	null	true	true	true	true	true	true
28,002	999,999	24,030	1,951	2	5	35.400002	24	27	24	1,007.599976	24	858.900024	24	9.9	24	8.8	24	19	null	25	true	null	null	null	null	false	false	false	false	false	false
28,003	999,999	13,965	1,951	4	7	56.200001	24	41.299999	24	1,009.400024	24	978.5	24	14.9	24	13.7	24	21	null	45	true	null	null	0	null	false	false	false	false	false	false
28,004	999,999	13,896	1,951	4	6	60.5	24	48.5	24	1,013.299988	24	993.200012	24	11.3	24	9.3	24	18.1	null	57	true	null	null	0	null	false	false	false	false	false	false
28,005	35,881	99,999	1,951	9	1	57.299999	24	50.299999	24	1,008.700012	24	1,001.700012	24	7.3	24	5.3	24	9.9	null	50.400002	true	null	null	null	null	false	false	false	false	false	false
28,006	722,436	12,906	1,951	8	19	79.599998	24	73.900002	24	1,015.099976	24	1,013.799988	24	7.7	24	8.8	24	15	null	74.300003	true	null	null	null	null	false	false	false	false	false	false
28,007	722,350	3,940	1,951	6	9	82.199997	24	66.599998	24	1,015.5	24	1,004	24	13.8	24	9.1	24	15.9	null	71.199997	true	null	null	null	null	false	false	false	false	false	false
28,008	999,999	13,965	1,951	12	7	51.700001	24	25.200001	24	1,013.900024	24	982.799988	24	13.3	24	9.1	24	17.1	null	45	true	null	null	0	null	false	false	false	false	false	false
28,009	725,250	14,852	1,951	2	26	48.700001	24	36.099998	24	1,011.799988	24	968.799988	24	4.4	24	9.5	24	15.9	null	42.099998	true	null	null	null	null	false	false	false	false	false	false
28,010	476,790	99,999	1,951	11	16	57.900002	24	47.099998	24	1,008	24	1,000.799988	24	14.4	24	5.7	24	14	null	49.299999	false	null	null	0.55	null	false	false	false	false	false	false
28,011	999,999	13,972	1,951	12	28	45.599998	24	33.799999	24	1,023.299988	24	1,003.099976	24	10.7	24	16.200001	24	26	null	34	true	null	null	0	null	false	false	false	false	false	false
28,012	999,999	24,215	1,951	6	12	63.599998	24	45.299999	24	1,010.900024	24	889.099976	24	14.9	24	10.8	24	17.1	null	52	true	null	null	0	null	false	false	false	false	false	false
28,013	999,999	35,049	1,951	11	12	49.200001	24	48.599998	24	996.299988	24	989.200012	24	3.8	24	6.5	24	10.1	null	45	true	null	null	0	null	true	true	true	true	true	true
28,014	999,999	93,997	1,951	4	9	43.900002	24	25.5	24	1,009.900024	24	943	24	14.9	24	9.2	24	18.1	null	30.9	true	null	null	0	null	false	false	false	false	false	false
28,015	999,999	13,985	1,951	9	18	64.800003	24	47.599998	24	1,017.200012	24	927.5	24	19.9	24	10.5	24	17.1	null	52	true	null	null	0	null	false	false	false	false	false	false
28,016	999,999	26,529	1,951	10	17	20.5	24	15.1	24	1,035.199951	24	1,026.400024	24	24.200001	24	11.2	24	17.1	null	17.1	true	null	null	0	null	false	false	false	false	false	false
28,017	999,999	24,193	1,951	4	29	43	24	33	24	993.200012	24	851.700012	24	14.6	24	9	24	18.1	null	39.900002	true	null	null	null	null	false	false	false	false	false	false
28,018	999,999	26,514	1,951	5	23	41.799999	24	33	24	1,002.700012	24	996.799988	24	14.8	24	2.6	24	8.9	null	25	true	null	null	0	null	false	false	false	false	false	false
28,019	999,999	14,919	1,951	8	16	62.200001	24	50.5	24	1,016.599976	24	963	24	14.9	24	5.3	24	12	null	46	true	null	null	0	null	false	false	false	false	false	false
28,020	37,720	99,999	1,951	5	20	54	24	46.400002	24	1,009.099976	24	null	null	9.6	24	8.4	24	15	null	48.900002	true	null	null	0.02	null	false	false	false	false	false	false
28,021	999,999	26,616	1,951	8	4	53.799999	24	46.700001	24	1,002.900024	24	1,002.400024	24	29	24	9.1	24	15	null	46.900002	true	null	null	0	null	false	false	false	false	false	false
28,022	999,999	93,995	1,951	10	26	56.400002	24	51.400002	24	1,021.700012	24	989.5	24	9.2	24	7.8	24	13	null	54	true	null	null	null	null	true	true	true	true	true	true
28,023	999,999	23,230	1,951	10	26	55.5	24	44	24	1,017	24	1,016.700012	24	11.6	24	2.7	24	8.9	null	45	true	null	null	0	null	false	false	false	false	false	false
28,024	999,999	13,870	1,951	6	3	77.599998	24	63.599998	24	1,015.099976	24	1,007.900024	24	11.3	24	4	24	11.1	null	61	true	null	null	0	null	false	false	false	false	false	false
28,025	999,999	13,895	1,951	7	27	81.900002	24	72.099998	24	1,016.5	24	1,009.400024	24	13.7	24	5.4	24	12	null	75	true	null	null	null	null	false	false	false	false	false	false
28,026	701,740	26,533	1,951	12	30	1.5	24	-2.6	24	1,008.599976	24	981.700012	24	5.6	24	5.7	24	8.9	null	-5.1	true	null	null	null	null	true	true	true	true	true	true
28,027	999,999	94,725	1,951	4	9	43.700001	24	40.5	24	1,008.299988	24	1,000.5	24	8.5	24	9.3	24	15.9	null	37	true	null	null	null	null	true	true	true	true	true	true
28,028	999,999	14,776	1,951	9	28	54.700001	24	45.900002	24	1,010.099976	24	989.200012	24	13	24	8	24	17.1	null	46.900002	true	null	null	null	null	true	true	true	true	true	true
28,029	999,999	14,942	1,951	12	13	17.5	24	10.5	24	1,022	24	984.5	24	11.6	24	7.8	24	15	null	12.9	true	null	null	null	null	false	false	false	false	false	false
28,030	999,999	15,027	1,951	1	21	48	24	45.400002	24	1,018.200012	24	1,015.200012	24	2.6	24	5.6	24	11.1	null	46	true	null	null	null	null	true	true	true	true	true	true
28,031	999,999	13,877	1,951	7	6	65	24	52.700001	24	1,020.700012	24	966.799988	24	15.9	24	3.7	24	8.9	null	53.099998	true	null	null	0	null	true	true	true	true	true	true
28,032	476,600	99,999	1,951	6	27	71.400002	24	63.900002	24	1,010.799988	24	999	24	8.7	24	3.3	24	8.9	null	62.400002	true	null	null	0	null	false	false	false	false	false	false
28,033	999,999	23,063	1,951	7	13	65	24	32.799999	24	1,021.700012	24	807.599976	24	21.1	24	4.4	24	15.9	null	37.900002	true	null	null	0	null	false	false	false	false	false	false
28,034	999,999	93,993	1,951	12	11	34.099998	24	22.700001	24	1,021.200012	24	974.799988	24	14.9	24	7.8	24	21	null	25	true	null	null	0	null	false	false	false	false	false	false
28,035	999,999	14,937	1,951	9	13	59.299999	24	48.099998	24	1,012.400024	24	988.900024	24	14.9	24	9.5	24	15.9	null	46	true	null	null	0	null	false	false	false	false	false	false
28,036	999,999	14,829	1,951	10	13	52.200001	24	43.5	24	1,030	24	999.299988	24	5.8	24	5.6	24	10.1	null	41	true	null	null	0	null	true	true	true	true	true	true
28,037	999,999	14,916	1,951	12	26	1	24	-6.1	24	1,035.699951	24	1,002.299988	24	14.9	24	11	24	15.9	null	-5.1	true	null	null	0	null	false	false	false	false	false	false
28,038	999,999	14,925	1,951	5	26	55.400002	24	51	24	1,000.599976	24	964.200012	24	12.9	24	9.5	24	22.9	null	53.099998	true	null	null	null	null	true	true	true	true	true	true
28,039	749,132	99,999	1,951	1	25	9.2	24	-5.9	24	1,006.099976	24	997.900024	24	14.9	24	17.200001	24	22.9	null	7.3	true	null	null	0	null	false	false	false	false	false	false
28,040	742,060	24,207	1,951	7	3	63	24	51.200001	24	1,010.200012	24	999.799988	24	10.3	24	9.6	24	13	null	54	false	null	null	0	null	false	false	false	false	false	false
28,041	999,999	13,896	1,951	7	2	74.800003	24	69.300003	24	1,016.200012	23	996.200012	24	7.9	24	4	24	6	null	68	true	null	null	null	null	true	true	true	true	true	true
28,042	722,595	13,911	1,951	8	3	90.199997	24	63.799999	24	1,013.5	24	992.400024	24	14.3	24	5.2	24	11.1	null	77	true	null	null	0	null	false	false	false	false	false	false
28,043	110,300	99,999	1,951	2	17	40	24	34.799999	24	1,016.900024	24	995.5	24	7.1	24	2.4	24	12	null	32.400002	true	null	null	null	null	true	true	true	true	true	true
28,044	999,999	12,947	1,951	7	22	88.699997	24	69.800003	24	1,013.799988	24	997.200012	24	12.8	24	13.7	24	22.9	null	78.099998	true	null	null	0	null	false	false	false	false	false	false
28,045	999,999	93,819	1,951	5	22	69.300003	24	59.599998	24	1,009.5	24	980.799988	24	13.8	24	7.7	24	15.9	null	61	true	null	null	null	null	false	false	false	false	false	false
28,046	103,840	99,999	1,951	3	14	45.700001	24	36.400002	24	997.400024	24	991.599976	24	9.6	24	8.4	24	15	null	40.299999	true	null	null	null	null	false	false	false	false	false	false
28,047	722,500	12,919	1,951	12	16	48.299999	24	34.799999	24	1,029.599976	24	1,028.900024	24	11.8	24	12.1	24	15.9	null	45	true	null	null	0	null	false	false	false	false	false	false
28,048	746,710	13,806	1,951	12	26	35.400002	24	32.200001	24	1,027.099976	24	1,005.900024	24	3.9	24	12.9	24	19	null	31.299999	true	null	null	null	null	true	true	true	true	true	true
28,049	704,890	99,999	1,951	9	12	47.200001	24	43.5	24	1,003.400024	24	1,002.799988	24	8.2	24	11.7	24	26	null	45.299999	true	null	null	null	null	false	false	false	false	false	false
28,050	723,677	23,054	1,951	7	11	73.099998	24	50.599998	24	1,005.900024	24	790.5	24	29.799999	24	10.6	24	22	null	55.900002	true	null	null	0	null	false	false	false	false	false	false
28,051	912,500	99,999	1,951	5	11	82.5	24	76.599998	24	1,012.599976	24	1,011.599976	24	11.5	24	5.6	24	12	null	79.300003	true	null	null	0	null	false	false	false	false	false	false
28,052	722,675	23,021	1,951	3	30	48.099998	24	21.700001	24	1,011.5	24	896.5	24	13.9	24	8.5	24	16.9	null	32	true	null	null	0	null	false	false	false	false	false	false
28,053	35,660	99,999	1,951	4	20	42.900002	24	35.900002	24	1,020.799988	24	1,016	24	8.3	24	11.1	24	19	null	32.400002	true	null	null	0	null	false	false	false	false	false	false
28,054	999,999	14,841	1,951	5	10	41.400002	24	28.1	24	1,022.400024	24	995.700012	24	14.9	24	7.2	24	15.9	null	26.1	true	null	null	0	null	false	false	false	false	false	false
28,055	467,520	99,999	1,951	2	28	71.599998	24	62.299999	24	1,013.700012	24	1,012.299988	24	4	24	12.5	24	18.1	null	68.400002	true	null	null	0	null	false	false	false	false	false	false
28,056	722,906	93,112	1,951	6	14	63.900002	24	55.700001	24	1,015.299988	24	1,013.599976	24	7	24	6.7	24	12	null	60.099998	true	null	null	0	null	false	false	false	false	false	false
28,057	722,688	93,034	1,951	4	20	61.5	24	43.599998	24	1,006.799988	24	884.299988	24	14.1	24	14.2	24	33	null	53.099998	true	null	null	null	null	false	false	false	false	false	false
28,058	999,999	23,188	1,951	10	23	65.699997	24	48.299999	24	1,015.900024	24	1,014.799988	24	13.8	24	3.5	24	10.1	null	55	true	null	null	0	null	false	false	false	false	false	false
28,059	722,576	3,902	1,951	6	9	83	24	72.800003	24	1,011.400024	23	975.799988	24	14.9	24	10.1	24	13	null	73.400002	true	null	null	0	null	false	false	false	false	false	false
28,060	749,165	99,999	1,951	8	6	84.199997	24	59.5	24	1,013.099976	24	881.5	24	60.099998	24	5.1	24	9.9	null	69.300003	true	null	null	0	null	false	false	false	false	false	false
28,061	999,999	45,708	1,951	7	2	44.200001	24	43.200001	24	995.099976	24	991.400024	24	2.7	24	22.5	24	26	null	43	true	null	null	null	null	true	true	true	true	true	true
28,062	999,999	12,931	1,951	8	10	85	24	71.599998	24	1,012	24	991.299988	24	14.9	24	14.9	24	22.9	null	77	true	null	null	0	null	false	false	false	false	false	false
28,063	723,535	99,999	1,951	12	15	14.3	24	4.9	24	1,038.400024	24	988.799988	24	9.9	24	12.5	24	22.9	null	9.3	true	null	null	0	null	false	false	false	false	false	false
28,064	999,999	23,056	1,951	3	12	25.700001	24	15.1	24	1,034.900024	24	820.400024	24	44.700001	24	6.6	24	17.1	null	9	true	null	null	0	null	false	false	false	false	false	false
28,065	999,999	13,985	1,951	10	10	60.599998	24	42.799999	24	1,021.700012	24	931.299988	24	19.9	24	8.6	24	12	null	46	true	null	null	0	null	false	false	false	false	false	false
28,066	999,999	14,745	1,951	8	17	62.400002	24	60.900002	24	1,012.700012	24	1,000.099976	24	4	24	3.4	24	8.9	null	61	true	null	null	null	null	true	true	true	true	true	true
28,067	725,720	24,127	1,951	6	20	68.199997	24	42.599998	24	1,007.700012	24	867.099976	24	33.799999	24	6.6	24	20	null	54	true	null	null	null	null	false	false	false	false	false	false
28,068	726,430	14,920	1,951	10	18	41.5	24	36	24	1,029	24	1,003.700012	24	13.1	24	8.2	24	12	null	37.400002	false	null	null	0.12	null	false	false	false	false	false	false
28,069	999,999	24,135	1,951	3	9	19.1	24	13.3	24	1,009.799988	24	817.099976	24	19.1	24	12.7	24	26	null	8.1	true	null	null	null	null	false	false	false	false	false	false
28,070	749,165	99,999	1,951	5	13	71.599998	24	30.799999	24	1,004.200012	24	872.299988	24	39.799999	24	10	24	21	null	53.400002	true	null	null	0	null	false	false	false	false	false	false
28,071	702,190	26,615	1,951	1	16	-30.700001	24	-36.599998	24	994.200012	24	992.799988	24	19.700001	24	13	24	22	null	-32.099998	true	null	null	0	null	false	false	false	false	false	false
28,072	999,999	13,739	1,951	2	25	46.099998	24	21.5	24	1,013.799988	24	1,012.799988	24	14	24	14.9	24	21	null	36	true	null	null	0	null	false	false	false	false	false	false
28,073	745,940	13,705	1,951	10	10	49.299999	24	39.900002	24	1,021.200012	24	1,011.099976	24	7.7	24	6.8	24	9.9	null	41.400002	true	null	null	0	null	false	false	false	false	false	false
28,074	999,999	13,871	1,951	9	19	68.900002	24	60.799999	24	1,017.799988	24	995.799988	24	10.2	24	2.4	24	5.1	null	55	true	null	null	0	null	true	true	true	true	true	true
28,075	477,710	99,999	1,951	4	12	48.799999	24	42.200001	24	1,015.5	24	1,013.700012	24	10.6	24	7.7	24	15.9	null	36.299999	true	null	null	0	null	false	false	false	false	false	false
28,076	999,999	43,213	1,951	10	7	64.699997	24	58.799999	24	1,017.400024	24	1,016.700012	24	10.9	24	6.1	24	12	null	59	true	null	null	0	null	false	false	false	false	false	false
28,077	999,999	26,516	1,951	2	17	10.6	24	6	24	1,000.700012	24	997.299988	24	15.4	24	3.5	24	8	null	8.1	true	null	null	null	null	false	false	false	false	false	false
28,078	999,999	3,816	1,951	1	18	56.700001	24	49.200001	24	1,011.5	24	996.700012	24	13.5	24	12.4	24	19	null	50	true	null	null	0	null	false	false	false	false	false	false
28,079	999,999	94,908	1,951	12	1	40.799999	24	36.700001	24	1,015.799988	24	975.900024	24	9	24	9.5	24	13	null	35.099998	true	null	null	0	null	true	true	true	true	true	true
28,080	999,999	11,631	1,951	3	14	72.199997	24	62.5	24	1,016.5	24	1,014.099976	24	11.4	24	7.6	24	15	null	64.900002	true	null	null	0	null	false	false	false	false	false	false
28,081	999,999	23,190	1,951	2	24	49.599998	24	40.799999	24	1,013.400024	24	1,013.099976	24	19.700001	23	2.4	24	7	null	41	true	null	null	null	null	false	false	false	false	false	false
28,082	999,999	93,035	1,951	11	20	49.299999	24	25	24	1,017.700012	24	853.900024	24	27.299999	24	8	24	15.9	null	35.099998	true	null	null	0	null	false	false	false	false	false	false
28,083	999,999	13,732	1,951	9	14	72.300003	24	67.5	24	1,016.099976	24	1,000.299988	24	8.4	24	7.3	24	14	null	66	true	null	null	null	null	true	true	true	true	true	true
28,084	740,030	99,999	1,951	12	9	11.6	24	5.8	24	1,039.599976	24	881.599976	24	31.1	24	1.1	24	4.1	null	2.5	true	null	null	null	null	false	false	false	false	false	false
28,085	999,999	26,627	1,951	1	23	-8.1	24	-13.9	24	1,032.800049	24	1,032	24	18.6	24	15.9	24	28	null	-11.9	true	null	null	0	null	false	false	false	false	false	false
28,086	999,999	13,881	1,951	11	18	35.099998	24	18.799999	24	1,021.599976	24	993.099976	24	14.9	24	5.8	24	12	null	28.9	true	null	null	0	null	false	false	false	false	false	false
28,087	999,999	93,720	1,951	3	21	42.099998	24	30.700001	24	1,018.400024	24	1,016	24	12.3	24	8.8	24	22	null	33.099998	true	null	null	0	null	false	false	false	false	false	false
28,088	704,540	25,704	1,951	5	31	41.5	24	38.400002	24	1,011.900024	24	1,011.400024	24	6.7	24	4.8	24	19	null	39.900002	true	null	null	null	null	false	false	false	false	false	false
28,089	722,270	13,864	1,951	9	7	78.300003	24	60.900002	24	1,015.400024	24	978.599976	24	13.9	24	6.9	24	20	null	72.300003	true	null	null	0	null	false	false	false	false	false	false
28,090	999,999	13,993	1,951	9	13	60.299999	24	49.900002	24	1,015.400024	24	986	24	13.5	24	6	24	13	null	48	true	null	null	0	null	false	false	false	false	false	false
28,091	999,999	24,030	1,951	4	25	37	24	33.599998	24	1,018.5	24	868.799988	24	7.6	24	6.7	24	14	null	33.099998	true	null	null	null	null	true	true	true	true	true	true
28,092	999,999	26,414	1,951	6	3	47.099998	24	37.700001	24	1,027.099976	24	938.900024	24	32.900002	24	9.7	24	14	null	42.099998	true	null	null	0	null	false	false	false	false	false	false
28,093	691,174	99,999	1,951	4	5	46.5	24	34.099998	24	1,011.799988	24	1,009.099976	24	13	24	8	24	18.1	null	39.400002	true	null	null	0	null	false	false	false	false	false	false
28,094	999,999	14,738	1,951	6	27	70.099998	24	61	24	1,010.200012	24	952.5	24	11.5	24	10.7	24	15.9	null	62.099998	true	null	null	null	null	true	true	true	true	true	true
28,095	999,999	14,761	1,951	5	18	60.5	24	51.5	24	1,022.299988	24	954.299988	24	8.3	24	6.7	24	12	null	53.099998	true	null	null	null	null	true	true	true	true	true	true
28,096	999,999	13,776	1,951	10	18	65.800003	24	58.200001	24	1,020.099976	24	1,015.400024	24	11.1	24	8.1	24	13	null	61	true	null	null	null	null	false	false	false	false	false	false
28,097	723,011	13,748	1,951	12	29	47.299999	24	42.900002	24	1,024.800049	24	1,023.400024	24	6.3	24	3.8	24	8.9	null	37	true	null	null	0	null	true	true	true	true	true	true
28,098	999,999	93,987	1,951	7	5	83.400002	24	71.800003	24	1,016.200012	24	1,005	24	9	24	6	24	13	null	71.099998	true	null	null	0	null	true	true	true	true	true	true
28,099	999,999	12,947	1,951	4	9	73.699997	24	50.5	24	1,007.299988	24	990.400024	24	14.9	24	8.6	24	15	null	62.099998	true	null	null	null	null	false	false	false	false	false	false

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