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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
24,000	745,160	23,202	1,950	2	19	53.599998	24	47	24	1,019	24	1,016.799988	24	9	24	10.8	24	16.9	null	44.099998	true	null	null	0	null	false	false	false	false	false	false
24,001	999,999	93,991	1,950	10	22	66	24	64.900002	24	1,008.299988	24	998.200012	24	3.4	24	9.2	24	17.1	null	62.099998	true	null	null	null	null	true	true	true	true	true	true
24,002	999,999	93,719	1,950	1	13	48.900002	24	47	24	1,027.5	24	1,026.599976	24	2.5	24	5.8	24	8.9	null	43	true	null	null	0	null	true	true	true	true	true	true
24,003	726,556	99,999	1,950	9	21	59.5	24	56	24	1,016.299988	24	978.900024	24	7.2	24	9.6	24	15	null	58.299999	true	null	null	null	null	true	true	true	true	true	true
24,004	722,580	13,960	1,950	6	19	84.400002	24	66.599998	24	1,010.900024	24	993.700012	24	14.9	24	9.4	24	13	null	75	true	null	null	0	null	false	false	false	false	false	false
24,005	999,999	24,241	1,950	6	20	63.400002	24	55.299999	24	1,015.099976	24	1,001.5	24	14	24	5.2	24	11.1	null	53.099998	true	null	null	null	null	true	true	true	true	true	true
24,006	704,851	99,999	1,950	6	22	43.400002	24	38.400002	24	1,019.799988	24	1,014.700012	24	11.7	24	8.7	24	29.9	null	36.299999	true	null	null	0	null	false	false	false	false	false	false
24,007	999,999	24,036	1,950	12	24	42.799999	24	33.700001	24	1,018.200012	24	873.799988	24	41.400002	24	11.8	24	22	null	36	true	null	null	null	null	false	false	false	false	false	false
24,008	999,999	24,027	1,950	7	10	67.5	24	47.400002	24	1,014.700012	24	797.599976	24	41.200001	24	8.9	24	24.1	null	55.900002	true	null	null	null	null	false	false	false	false	false	false
24,009	999,999	43,213	1,950	9	26	67.300003	24	60.099998	24	1,012.799988	24	1,012.5	24	7.1	24	3.8	24	10.1	null	59	true	null	null	null	null	false	false	false	false	false	false
24,010	999,999	23,160	1,950	8	4	80.900002	24	58.200001	24	1,013.299988	24	927.099976	24	48.299999	24	6.1	24	12	null	72	true	null	null	null	null	false	false	false	false	false	false
24,011	40,180	16,201	1,950	11	20	29.4	24	21.799999	24	1,018.700012	24	1,011.299988	24	34.799999	24	12.8	24	22	null	28	false	null	null	0	null	false	false	false	false	false	false
24,012	999,999	24,158	1,950	11	12	32.299999	24	14.9	24	1,018.099976	24	835.900024	24	26.1	24	8.2	24	12	null	24.1	true	null	null	0	null	false	false	false	false	false	false
24,013	999,999	93,111	1,950	3	21	55.400002	24	48.799999	24	1,018.299988	24	1,017.700012	24	14.1	24	5.4	24	12	null	45	true	null	null	0	null	false	false	false	false	false	false
24,014	788,071	99,999	1,950	11	23	78.300003	24	73.900002	24	1,007	24	1,005.599976	24	9.2	24	3.5	24	9.9	null	74.300003	true	null	null	null	null	false	false	false	false	false	false
24,015	999,999	13,731	1,950	8	20	71.800003	24	64.099998	24	1,010.700012	24	986.5	24	8	24	6.1	24	13	null	66.900002	true	null	null	null	null	true	true	true	true	true	true
24,016	999,999	14,841	1,950	7	1	57.599998	24	47.099998	24	1,016.299988	24	990	24	13.8	24	8.7	24	17.1	null	46.900002	true	null	null	null	null	false	false	false	false	false	false
24,017	722,166	93,845	1,950	8	2	83.400002	24	70	24	1,017.400024	24	1,009.599976	24	13.2	24	8.4	24	14	null	75	true	null	null	0	null	false	false	false	false	false	false
24,018	723,260	13,891	1,950	5	25	69.900002	24	59.799999	24	1,017.200012	24	982.599976	24	14.3	24	3.7	24	17.1	null	57	true	null	null	null	null	true	true	true	true	true	true
24,019	471,420	99,999	1,950	12	17	27.799999	24	14.7	24	1,015	24	1,011.400024	24	5.7	24	8.4	24	20	null	24.4	true	null	null	0	null	false	false	false	false	false	false
24,020	999,999	13,017	1,950	5	28	66	24	55.599998	24	1,014.5	24	1,013.700012	24	8.5	24	8.2	24	18.1	null	54	true	null	null	0	null	true	true	true	true	true	true
24,021	999,999	13,991	1,950	4	15	43.799999	24	25.6	24	1,026.699951	24	997.700012	24	13.2	24	5.9	24	15	null	27	true	null	null	0	null	false	false	false	false	false	false
24,022	999,999	13,732	1,950	5	24	66.300003	24	59.200001	24	1,016.700012	24	1,000.599976	24	9.4	24	3.3	24	8.9	null	54	true	null	null	0	null	true	true	true	true	true	true
24,023	722,886	23,130	1,950	4	18	69.400002	24	44.900002	24	1,011.299988	24	983.5	24	10.5	24	2.1	24	7	null	50	true	null	null	0	null	false	false	false	false	false	false
24,024	723,677	23,054	1,950	3	27	31.4	24	9.3	24	999.299988	24	775	24	30	24	29.5	24	42	null	19.9	true	null	null	null	null	false	false	false	false	false	false
24,025	999,999	24,137	1,950	4	13	49.599998	24	34.299999	24	1,010.400024	24	877.599976	24	59.700001	24	8	24	15.9	null	37	true	null	null	0	null	false	false	false	false	false	false
24,026	999,999	13,899	1,950	3	2	47.700001	24	25.6	24	1,026.5	23	1,022.200012	24	14.9	24	10.3	24	15	null	37.900002	true	null	null	0	null	false	false	false	false	false	false
24,027	723,625	93,057	1,950	8	31	71.699997	24	37.799999	24	1,010	24	null	null	68.400002	24	9	24	15.9	null	52.299999	true	null	null	0	null	false	false	false	false	false	false
24,028	727,033	99,999	1,950	5	7	55.5	24	37.700001	24	998.700012	24	981.5	24	17.9	24	16	24	25.1	null	41.400002	true	null	null	null	null	true	true	true	true	true	true
24,029	999,999	23,182	1,950	5	31	83.699997	24	43.599998	24	1,009.200012	24	924.099976	24	31.299999	24	9.6	24	17.1	null	66.900002	true	null	null	0	null	false	false	false	false	false	false
24,030	467,600	99,999	1,950	2	17	55	24	51	24	1,021.599976	24	1,020.5	24	2.2	24	7.9	24	12	null	51.299999	true	null	null	null	null	false	false	false	false	false	false
24,031	999,999	14,936	1,950	11	24	2.7	24	-9.7	24	1,034.300049	24	983.5	24	21.1	24	15.5	24	28.9	null	-2	true	null	null	0	null	false	false	false	false	false	false
24,032	725,640	24,018	1,950	12	20	40.099998	24	23.1	24	1,020.900024	24	813.599976	24	69.199997	24	14.9	24	22.9	null	30.9	true	null	null	0	null	false	false	false	false	false	false
24,033	722,786	23,104	1,950	6	15	84.199997	24	28.799999	24	1,006.299988	24	960.299988	24	18.799999	24	2.4	24	9.9	null	66.400002	true	null	null	0	null	false	false	false	false	false	false
24,034	747,240	23,168	1,950	5	17	81.699997	24	21.700001	24	1,007.5	24	977.900024	24	49.5	24	11.5	24	21	null	68.400002	true	null	null	0	null	false	false	false	false	false	false
24,035	725,816	99,999	1,950	7	1	83.900002	24	38	24	1,002.5	24	866.400024	24	49.299999	24	5.2	24	15.9	null	60.299999	true	null	null	0	null	false	false	false	false	false	false
24,036	999,999	24,232	1,950	12	10	42.400002	24	41.299999	24	1,020.299988	24	1,012.799988	24	4.3	24	2.7	24	6	null	37	true	null	null	null	null	true	true	true	true	true	true
24,037	724,280	14,821	1,950	8	31	72.599998	24	69.900002	24	1,012.299988	24	983.400024	24	5	24	3.3	24	6	null	68	true	null	null	null	null	true	true	true	true	true	true
24,038	999,999	14,747	1,950	5	24	58.700001	24	52.799999	24	1,016.599976	24	991.900024	24	5.1	24	1.1	24	4.1	null	46.900002	true	null	null	0	null	true	true	true	true	true	true
24,039	171,905	99,999	1,950	6	14	63	24	49.200001	24	1,020	24	904.900024	24	15.1	24	0.6	24	1.9	null	49.299999	true	null	null	0	null	false	false	false	false	false	false
24,040	999,999	13,745	1,950	11	27	44.200001	24	31.1	24	1,009.400024	24	1,009.099976	24	12.8	24	9.7	24	17.1	null	39.900002	true	null	null	null	null	false	false	false	false	false	false
24,041	999,999	93,987	1,950	10	11	65.5	24	52.700001	24	1,015.599976	24	1,004.5	24	10	24	2.7	24	5.1	null	48.900002	true	null	null	0	null	true	true	true	true	true	true
24,042	999,999	14,752	1,950	6	11	68.400002	24	55.599998	24	1,008.299988	24	1,007.599976	24	13.3	24	9.9	24	17.1	null	61	true	null	null	null	null	false	false	false	false	false	false
24,043	745,700	13,840	1,950	2	16	27.1	24	24.299999	24	1,016.200012	24	986.099976	24	4.3	24	15.1	24	20	null	22.1	true	null	null	null	null	true	true	true	true	true	true
24,044	911,820	22,521	1,950	9	21	78.400002	24	66.599998	24	1,015.799988	24	1,015.200012	24	19.700001	24	9.6	24	16.9	null	72.300003	false	null	null	0.04	null	false	false	false	false	false	false
24,045	999,999	24,126	1,950	5	3	35.200001	24	33.200001	24	1,002.799988	24	851.700012	24	4.7	24	7.8	24	22.9	null	32	true	null	null	null	null	true	true	true	true	true	true
24,046	702,670	26,415	1,950	12	14	7.3	24	1.3	24	1,015.900024	24	965.900024	24	11.1	24	0.2	24	2.9	null	1	true	null	null	null	null	false	false	false	false	false	false
24,047	727,450	14,913	1,950	3	11	3.5	24	-8.7	24	1,023.5	24	968.599976	24	14.9	24	18.799999	24	26	null	-8	true	null	null	0	24	false	false	false	false	false	false
24,048	725,540	14,949	1,950	4	27	40.400002	24	24	24	1,019.099976	24	981.200012	24	14.9	24	5.3	24	13	null	28	true	null	null	0	null	false	false	false	false	false	false
24,049	476,420	99,999	1,950	7	1	73.400002	24	66.099998	24	1,008.200012	24	993.400024	24	6.1	24	7.4	24	16.9	null	68.900002	true	null	null	null	null	true	true	true	true	true	true
24,050	999,999	24,220	1,950	4	14	43.900002	24	28.299999	24	1,023	24	959.599976	24	34.400002	24	14.4	24	26	null	34	true	null	null	0	null	false	false	false	false	false	false
24,051	722,675	23,021	1,950	11	24	27.5	24	10.3	24	1,033.099976	24	913.400024	24	12.3	24	6	24	14	null	16	true	null	null	0	null	false	false	false	false	false	false
24,052	467,430	99,999	1,950	12	21	60.900002	24	53.099998	24	1,018.200012	24	1,015.400024	24	3.6	24	11.6	24	18.1	null	55.400002	true	null	null	0	null	false	false	false	false	false	false
24,053	999,999	94,705	1,950	7	21	57.400002	24	44.5	24	1,017.099976	24	976.400024	24	22.6	24	4.5	24	13	null	41	true	null	null	0	null	false	false	false	false	false	false
24,054	999,999	13,958	1,950	11	20	63.299999	24	47	24	1,015.400024	24	993.5	24	14.5	24	14.3	24	22.9	null	48	true	null	null	0	null	false	false	false	false	false	false
24,055	476,420	99,999	1,950	1	15	39	24	23.799999	24	1,016.200012	24	1,000.400024	24	12.2	24	11.2	24	25.1	null	28	true	null	null	0	null	false	false	false	false	false	false
24,056	999,999	24,133	1,950	12	9	38.700001	24	36	24	1,029.699951	24	883.700012	24	12.9	24	4.3	24	10.1	null	30.9	true	null	null	0	null	false	false	false	false	false	false
24,057	983,270	99,999	1,950	1	12	76.599998	24	66.5	24	1,011.700012	24	994.200012	24	44.200001	24	4	24	8.9	null	72	true	null	null	0	null	false	false	false	false	false	false
24,058	999,999	11,631	1,950	9	18	79.800003	24	75.400002	24	1,016.599976	24	1,014.599976	24	10.5	24	8.3	24	14	null	75	true	null	null	null	null	false	false	false	false	false	false
24,059	999,999	14,732	1,950	9	11	68.699997	24	66.300003	24	1,013.099976	24	1,011.099976	24	4.9	24	14.9	24	22.9	null	64	true	null	null	null	null	true	true	true	true	true	true
24,060	999,999	24,015	1,950	11	20	33.400002	24	24.4	24	1,022.799988	24	860.700012	24	6.9	24	5	24	12	null	19.9	true	null	null	null	null	true	true	true	true	true	true
24,061	722,270	13,864	1,950	9	27	60.599998	24	54.299999	24	1,024.900024	24	988.5	24	14.6	24	5.5	24	9.9	null	51.299999	true	null	null	0	null	false	false	false	false	false	false
24,062	999,999	93,139	1,950	12	10	56.900002	24	28.700001	24	1,023.900024	24	856.099976	24	17.200001	24	2.9	24	8.9	null	45	true	null	null	0	null	false	false	false	false	false	false
24,063	749,058	99,999	1,950	12	25	56.700001	24	38.299999	24	1,019.700012	23	998.200012	23	13.8	24	6.6	24	14	null	39.400002	true	null	null	0	null	false	false	false	false	false	false
24,064	999,999	24,150	1,950	4	8	35.200001	24	30.9	24	1,006.5	24	847.5	24	15.3	24	18.5	24	38.099998	null	26.1	true	null	null	null	null	true	true	true	true	true	true
24,065	999,999	13,870	1,950	9	29	69.900002	24	66.900002	24	1,020.700012	24	1,013.200012	24	6.5	24	6.6	24	8.9	null	68	true	null	null	null	null	true	true	true	true	true	true
24,066	999,999	23,199	1,950	6	29	99.900002	24	48.700001	24	1,007.099976	24	1,008.5	24	29.799999	24	6.4	24	10.1	null	87.099998	true	null	null	0	null	false	false	false	false	false	false
24,067	999,999	12,841	1,950	5	18	72.800003	24	63.200001	24	1,013.900024	24	1,009.799988	24	12.3	24	7	24	15	null	64	true	null	null	0	null	false	false	false	false	false	false
24,068	999,999	13,867	1,950	11	19	46.599998	24	33.799999	24	1,015.5	24	983.799988	24	10.7	24	9.4	24	17.1	null	42.099998	true	null	null	null	null	false	false	false	false	false	false
24,069	999,999	24,022	1,950	4	30	22.700001	24	16.9	24	1,023.900024	24	777.200012	24	26.4	24	5.8	24	11.1	null	10.9	true	null	null	0	null	true	true	true	true	true	true
24,070	913,660	40,604	1,950	8	1	79.099998	24	76.699997	24	1,009	24	1,008.599976	24	9.8	24	8.2	24	19	null	76.300003	true	null	null	null	null	false	false	false	false	false	false
24,071	999,999	14,950	1,950	6	21	73.800003	24	64.599998	24	1,012.299988	24	982	24	12.9	24	8.9	24	15	null	62.099998	true	null	null	0	null	true	true	true	true	true	true
24,072	999,999	14,842	1,950	3	26	56.400002	24	47.400002	24	1,000.799988	24	976.900024	24	10.9	24	13.5	24	26	null	46.900002	true	null	null	null	null	false	false	false	false	false	false
24,073	999,999	14,745	1,950	11	16	50.099998	24	38	24	1,020.5	24	1,007.5	24	7.5	24	3.1	24	8.9	null	44.099998	true	null	null	null	null	false	false	false	false	false	false
24,074	722,487	13,935	1,950	5	13	70.599998	24	67.099998	24	1,011.299988	24	1,008.299988	24	8.8	24	8.2	24	18.1	null	65.300003	true	null	null	null	null	true	true	true	true	true	true
24,075	749,103	99,999	1,950	1	5	32.299999	24	27.9	24	1,014.599976	24	1,014.599976	24	13	24	12.6	24	26	null	15.4	true	null	null	null	null	true	true	true	true	true	true
24,076	999,999	13,737	1,950	9	25	53.599998	24	40.200001	24	1,023.5	24	1,022.400024	24	12.2	24	10.8	24	15.9	null	51.099998	true	null	null	0	null	false	false	false	false	false	false
24,077	999,999	13,980	1,950	4	24	66.099998	24	54.900002	24	997	24	951	24	12.6	24	15.9	24	28.9	null	54	true	null	null	0	null	false	false	false	false	false	false
24,078	723,535	99,999	1,950	6	7	70.300003	24	59.599998	24	1,012.299988	24	967	24	12.7	24	12	24	18.1	null	58.299999	true	null	null	0	null	true	true	true	true	true	true
24,079	722,270	13,864	1,950	5	24	72	24	62.400002	24	1,018.299988	24	982.400024	24	12.3	24	0.6	24	5.1	null	56.299999	true	null	null	0	null	false	false	false	false	false	false
24,080	749,113	99,999	1,950	5	6	53.099998	24	37.200001	24	1,009.900024	24	968.099976	24	14.9	24	9.9	24	16.9	null	39.400002	true	null	null	0	null	false	false	false	false	false	false
24,081	999,999	13,983	1,950	8	23	70.5	24	61.799999	24	1,014.099976	24	986.299988	24	9.2	24	6.1	24	8.9	null	59	true	null	null	0	null	false	false	false	false	false	false
24,082	110,300	99,999	1,950	9	16	54.200001	24	52.200001	24	1,011	24	990.900024	24	6.2	24	12.1	24	22	null	52.299999	true	null	null	null	null	false	false	false	false	false	false
24,083	722,250	13,829	1,950	4	27	69.699997	24	64	24	1,013.5	24	1,005.700012	24	8.2	24	2.1	24	10.1	null	61	true	null	null	null	null	true	true	true	true	true	true
24,084	999,999	14,610	1,950	8	22	60.700001	24	49.900002	24	1,016.299988	24	1,001.099976	24	24.9	24	3.2	23	10.1	null	44.099998	true	null	null	0	null	false	false	false	false	false	false
24,085	726,170	14,742	1,950	10	30	57.099998	24	49.900002	24	1,012.900024	24	1,000.299988	24	7.8	24	7.3	24	15	null	42.400002	false	null	null	0	null	true	true	true	true	true	true
24,086	999,999	14,737	1,950	6	15	61.400002	24	58.799999	24	1,018.200012	24	1,004.200012	24	2.9	24	8	24	14	null	59	true	null	null	null	null	true	true	true	true	true	true
24,087	727,450	14,913	1,950	1	25	2.4	24	-3.7	24	1,010.700012	24	956.5	24	10.9	24	18.6	24	26	null	-11.6	false	null	null	0.12	29.9	false	false	false	false	false	false
24,088	999,999	13,982	1,950	3	16	37.799999	24	34.200001	24	1,018	24	989	24	5.3	24	7.2	24	12	null	30.9	true	null	null	null	null	true	true	true	true	true	true
24,089	999,999	14,737	1,950	11	10	51.400002	24	39	24	1,016	24	1,002	24	13	24	11.1	24	15.9	null	42.099998	true	null	null	0	null	false	false	false	false	false	false
24,090	999,999	24,156	1,950	3	8	35.5	24	19.9	24	1,016.900024	24	860.900024	24	49.700001	24	11.9	24	17.1	null	30	true	null	null	0	null	false	false	false	false	false	false
24,091	722,448	99,999	1,950	1	13	65.5	24	59.799999	24	1,013.400024	24	995.200012	24	10.2	24	9.9	24	16.9	null	58.299999	true	null	null	null	null	true	true	true	true	true	true
24,092	999,999	14,761	1,950	9	22	53	24	52.400002	24	1,009	24	941.200012	24	2.6	24	4.8	24	8.9	null	51.099998	true	null	null	null	null	true	true	true	true	true	true
24,093	999,999	23,174	1,950	5	27	59.200001	24	54	24	1,014.799988	24	1,011.099976	24	4.1	24	3.6	24	8	null	57	true	null	null	0	null	false	false	false	false	false	false
24,094	723,273	99,999	1,950	6	1	70.300003	24	54.400002	24	1,018.099976	24	999.5	24	11.2	24	2	24	8	null	57.400002	true	null	null	0	null	false	false	false	false	false	false
24,095	722,680	23,009	1,950	10	13	67.400002	24	45.599998	24	1,017.5	24	895.099976	24	29.4	24	3.9	24	11.1	null	48.900002	true	null	null	0	null	false	false	false	false	false	false
24,096	747,910	13,717	1,950	4	25	69.099998	24	61.700001	24	1,011.900024	24	1,010.900024	24	9.4	24	10.5	24	18.1	null	65.300003	true	null	null	0	null	false	false	false	false	false	false
24,097	727,827	24,110	1,950	10	19	51.900002	24	49.099998	24	1,016.599976	24	973.700012	24	14.9	24	4.7	24	11.1	null	48	true	null	null	null	null	false	false	false	false	false	false
24,098	999,999	24,193	1,950	4	18	53.599998	24	24.9	24	1,020.5	24	875.5	24	19.1	24	8.2	24	22	null	43	true	null	null	0	null	false	false	false	false	false	false
24,099	999,999	23,159	1,950	11	11	20.9	24	6.2	24	1,031.5	24	772.599976	24	19.5	24	6.5	24	15	null	7	true	null	null	0	null	false	false	false	false	false	false

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