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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
15,800	719,060	99,999	1,948	2	2	7.4	9	0.6	9	993.5	9	989.299988	9	12.2	9	17	9	21	null	-9.6	true	null	null	null	null	false	false	false	false	false	false
15,801	999,999	93,909	1,948	6	18	78.800003	9	66.699997	9	1,009.400024	9	971.700012	9	14.4	9	13.5	9	21	null	73	true	null	null	0	null	false	false	false	false	false	false
15,802	999,999	93,909	1,948	3	6	29.200001	9	23.700001	8	1,017.700012	9	975.900024	9	4.5	9	10.1	9	12	null	26.1	true	null	null	0	null	true	true	true	true	true	true
15,803	914,900	99,999	1,948	7	22	80.5	9	70.800003	9	1,012.5	9	1,012.5	9	14.9	9	7.7	9	14	null	76.300003	true	null	null	0	null	false	false	false	false	false	false
15,804	999,999	13,769	1,948	7	26	83.900002	9	null	null	1,016.799988	9	1,016.099976	9	6.2	9	10.1	9	15.9	null	75.900002	true	null	null	0	null	false	false	false	false	false	false
15,805	999,999	13,769	1,948	12	17	51	9	40.5	9	1,018.299988	9	1,018	9	5.7	9	8.4	9	12	null	48	true	null	null	0	null	false	false	false	false	false	false
15,806	478,030	99,999	1,948	6	30	73.199997	9	72.5	9	996.400024	9	993.400024	9	2.8	9	7.1	9	9.9	null	72.300003	true	null	null	null	null	true	true	true	true	true	true
15,807	914,900	99,999	1,948	5	24	82.5	9	73.199997	9	1,011	9	1,010.599976	9	14.9	9	4.5	9	7	null	79.300003	true	null	null	0	null	false	false	false	false	false	false
15,808	999,999	14,947	1,948	12	21	26.5	9	22.5	9	1,005	9	null	null	10.7	9	16.700001	9	21	null	24.1	true	null	null	null	null	false	false	false	false	false	false
15,809	999,999	41,411	1,948	4	7	84.800003	9	73.199997	9	1,010	9	1,007.200012	9	14.3	9	3.9	9	7	null	82.900002	true	null	null	0	null	false	false	false	false	false	false
15,810	725,556	99,999	1,948	2	26	53.400002	10	null	null	1,008.700012	10	917.099976	10	14.9	10	12.3	10	16.9	null	36.299999	true	null	null	0	null	false	false	false	false	false	false
15,811	722,575	99,999	1,948	8	6	87.199997	10	64.300003	10	1,014	10	981.799988	10	7.8	10	4.1	10	8.9	null	72.300003	true	null	null	0	null	false	false	false	false	false	false
15,812	999,999	22,517	1,948	6	9	82	10	66.300003	10	1,015.799988	10	1,014.700012	10	14.9	10	9.1	10	14	null	75.900002	true	null	null	0	null	false	false	false	false	false	false
15,813	999,999	22,602	1,948	3	23	72	10	67.599998	10	1,019.599976	10	1,019.599976	10	11.5	10	19.5	10	22.9	null	71.099998	true	null	null	0	null	false	false	false	false	false	false
15,814	701,160	26,618	1,948	4	5	29.299999	10	25.200001	10	1,016.400024	10	1,015.799988	10	22.9	10	18.5	10	26	null	27.299999	true	null	null	null	null	false	false	false	false	false	false
15,815	999,999	14,793	1,948	11	2	49.099998	10	39.599998	10	1,027.900024	10	1,013.900024	10	6.7	10	12.1	10	17.1	null	46.900002	true	null	null	0	null	false	false	false	false	false	false
15,816	999,999	13,769	1,948	2	12	37.5	10	36.599998	10	1,023.599976	10	1,023	10	0.2	10	5.1	10	13	null	36	true	null	null	null	null	true	true	true	true	true	true
15,817	999,999	22,602	1,948	3	5	71.699997	10	65.199997	10	1,017.099976	10	1,017.099976	10	11.5	10	8.5	10	10.1	null	70	true	null	null	0	null	false	false	false	false	false	false
15,818	999,999	14,789	1,948	12	15	31.6	10	18.799999	10	1,026.300049	10	1,025.699951	9	4.3	10	10.2	10	14	null	26.1	true	null	null	0	null	false	false	false	false	false	false
15,819	722,575	99,999	1,948	3	27	57.599998	10	37.400002	10	1,020.200012	10	987	10	14.9	10	16.799999	10	26	null	47.299999	true	null	null	0	null	false	false	false	false	false	false
15,820	725,556	99,999	1,948	2	2	8.3	10	null	null	1,033.099976	10	935.200012	10	14.9	10	5	10	8.9	null	4.5	true	null	null	0	null	false	false	false	false	false	false
15,821	999,999	14,793	1,948	7	6	81.699997	10	68.400002	10	1,004.700012	10	991.900024	10	6.6	10	11.2	10	15.9	null	72	true	null	null	null	null	false	false	false	false	false	false
15,822	722,575	99,999	1,948	3	29	68.599998	10	36.099998	10	1,010.200012	10	977.200012	10	14.1	10	19.9	10	23.9	null	43.299999	true	null	null	0	null	false	false	false	false	false	false
15,823	702,770	99,999	1,948	5	16	52.900002	10	42.900002	10	1,008.799988	10	1,006.400024	10	14.3	10	7.7	10	11.1	null	44.400002	true	null	null	null	null	false	false	false	false	false	false
15,824	999,999	22,602	1,948	2	7	67	10	60.900002	10	1,012.700012	10	1,012.799988	10	9.5	10	15.4	10	20	null	64.900002	true	null	null	null	null	false	false	false	false	false	false
15,825	725,556	99,999	1,948	1	13	21.1	10	null	null	1,032.300049	10	935.700012	10	10.6	10	11.4	10	19	null	14.4	true	null	null	null	null	false	false	false	false	false	false
15,826	701,160	26,618	1,948	12	31	-19.6	10	-24.6	10	1,023	10	1,022.299988	10	1.4	10	13.9	10	19	null	-20.6	true	null	null	0	null	false	false	false	false	false	false
15,827	999,999	14,793	1,948	3	12	25.799999	10	7.1	10	1,026.300049	10	1,011.599976	10	13.9	10	10	10	15	null	18	true	null	null	0	null	false	false	false	false	false	false
15,828	999,999	22,602	1,948	2	2	69.5	10	61.200001	10	1,015.599976	10	1,015.599976	10	11.7	10	15.1	10	15.9	null	68	true	null	null	0	null	false	false	false	false	false	false
15,829	701,740	26,533	1,948	3	28	19.4	11	16.5	11	null	null	970.700012	9	4.8	11	6	11	14	null	3.9	true	null	null	null	null	true	true	true	true	true	true
15,830	999,999	13,760	1,948	7	21	83.400002	11	73.199997	11	1,009.900024	11	null	null	6.8	11	3.5	11	6	null	73	true	null	null	0	null	false	false	false	false	false	false
15,831	999,999	13,760	1,948	3	15	59.200001	11	45.900002	11	1,020	11	null	null	9.2	11	14.2	11	20	null	41	true	null	null	0	null	false	false	false	false	false	false
15,832	999,999	13,760	1,948	4	19	54.299999	11	47.900002	11	1,030.199951	11	null	null	8.7	11	6.1	11	11.1	null	42.099998	true	null	null	0	null	true	true	true	true	true	true
15,833	999,999	13,760	1,948	1	30	27	11	18.700001	11	1,023.900024	11	null	null	5.3	11	9.7	11	12	null	24.1	true	null	null	0	null	false	false	false	false	false	false
15,834	999,999	14,763	1,948	1	1	23.200001	11	13.5	11	1,016.400024	11	972.400024	11	12.1	11	2.4	11	4.1	null	21	true	null	null	null	null	false	false	false	false	false	false
15,835	999,999	93,129	1,948	11	1	50	11	35.5	11	1,021.5	11	832.400024	11	29.799999	11	11.4	11	24.1	null	30.9	true	null	null	0	null	false	false	false	false	false	false
15,836	702,770	99,999	1,948	1	31	25.9	11	20.700001	11	1,020.900024	11	1,018.599976	11	14	11	1.1	11	5.1	null	20.299999	true	null	null	null	null	false	false	false	false	false	false
15,837	999,999	13,760	1,948	7	15	73.599998	11	67.400002	11	1,015.400024	11	null	null	4.9	11	8.9	11	12	null	71.099998	true	null	null	0	null	true	true	true	true	true	true
15,838	999,999	13,760	1,948	2	23	32.299999	11	25	11	1,037.099976	11	null	null	8.9	11	10.9	11	14	null	28.9	true	null	null	0	null	false	false	false	false	false	false
15,839	999,999	13,760	1,948	4	29	52.200001	11	41.900002	11	1,008.400024	11	null	null	6.8	11	4.5	11	10.1	null	43	true	null	null	0	null	false	false	false	false	false	false
15,840	722,315	53,917	1,948	3	31	75.599998	11	70.900002	11	1,002.599976	11	null	null	6.1	11	6.9	11	8	null	70.300003	true	null	null	0	null	false	false	false	false	false	false
15,841	722,315	53,917	1,948	2	12	74.800003	11	67.5	11	1,017.400024	11	null	null	4.4	11	16.299999	11	23.9	null	63.299999	true	null	null	0	null	true	true	true	true	true	true
15,842	999,999	24,144	1,948	1	1	22.1	11	13.2	11	1,013	11	872.799988	11	39.799999	11	4.8	11	18.1	null	9	true	null	null	0	null	false	false	false	false	false	false
15,843	944,760	99,999	1,948	4	29	66.199997	12	38.5	7	null	null	null	null	28.4	7	3.6	12	12	null	53.099998	true	null	null	0	null	false	false	false	false	false	false
15,844	999,999	26,437	1,948	7	28	54.700001	12	null	null	null	null	null	null	19.700001	12	5.7	12	10.1	null	48.900002	true	null	null	null	null	true	true	true	true	true	true
15,845	725,200	94,823	1,948	7	9	79.099998	12	57.799999	12	1,024.300049	12	982.900024	12	5.2	12	4.8	12	12	null	66.400002	true	null	null	0	null	false	false	false	false	false	false
15,846	702,770	99,999	1,948	3	24	19.9	12	8.6	12	1,007.900024	12	1,005.5	12	14.9	12	7.2	12	15.9	null	11.3	true	null	null	0	null	false	false	false	false	false	false
15,847	999,999	26,513	1,948	12	23	-27.799999	12	-35.299999	8	1,016	12	1,010.099976	12	28.6	12	4.4	12	10.1	null	-41.099998	true	null	null	0	null	false	false	false	false	false	false
15,848	999,999	13,769	1,948	4	8	63.299999	12	59.200001	12	1,015.700012	12	1,015.200012	12	2.9	12	9.6	12	15.9	null	52	true	null	null	null	null	true	true	true	true	true	true
15,849	999,999	14,856	1,948	6	27	73.099998	12	67.099998	12	1,015.099976	12	994.200012	12	10.4	12	8	12	11.1	null	68	true	null	null	null	null	false	false	false	false	false	false
15,850	999,999	93,116	1,948	1	23	61.099998	12	46.400002	12	1,013.700012	12	995.799988	12	7.8	12	6.6	12	15.9	null	50	true	null	null	0	null	true	true	true	true	true	true
15,851	999,999	14,856	1,948	4	24	65.599998	12	57.299999	12	1,016.700012	12	995.400024	12	5.6	12	10.1	12	17.1	null	53.099998	true	null	null	null	null	false	false	false	false	false	false
15,852	999,999	13,773	1,948	1	31	15.3	12	-2.5	12	1,030.900024	12	1,030.300049	12	8	12	7.2	12	10.1	null	5	true	null	null	0	null	false	false	false	false	false	false
15,853	999,999	93,116	1,948	2	20	53.700001	12	48.700001	12	1,018.799988	12	1,000.700012	12	7.5	12	8.1	12	18.1	null	48.900002	true	null	null	0	null	true	true	true	true	true	true
15,854	702,770	99,999	1,948	2	16	12.4	12	-0.6	12	1,011.200012	12	1,008.799988	12	14.9	12	10.9	12	15.9	null	9.3	true	null	null	0	null	false	false	false	false	false	false
15,855	999,999	14,856	1,948	8	31	67.300003	12	52.799999	12	1,021.700012	12	1,000.599976	12	9.1	12	9.7	12	14	null	60.099998	true	null	null	0	null	false	false	false	false	false	false
15,856	702,770	99,999	1,948	1	13	30.5	12	26	12	1,002.5	12	1,000.099976	12	10.3	12	8.2	12	14	null	28.4	true	null	null	null	null	false	false	false	false	false	false
15,857	999,999	14,856	1,948	9	15	63	12	51.799999	12	1,025.199951	12	1,003.5	12	6.6	12	4.2	12	10.1	null	57.900002	true	null	null	null	null	false	false	false	false	false	false
15,858	949,950	99,999	1,948	10	2	64.599998	13	61.400002	13	null	null	null	null	9.8	13	14.3	13	23.9	null	61	false	null	null	0.63	null	false	false	false	false	false	false
15,859	944,760	99,999	1,948	11	21	87.5	13	36.700001	7	null	null	null	null	17.799999	7	5.5	13	14	null	66	true	null	null	0	null	false	false	false	false	false	false
15,860	840,010	99,999	1,948	5	29	80.400002	13	68.5	13	1,014.200012	13	1,012.799988	13	29.799999	13	8.6	13	15	null	70.300003	true	null	null	0	null	false	false	false	false	false	false
15,861	749,205	99,999	1,948	11	1	35.400002	13	30.299999	13	986.200012	13	984.900024	13	10.9	13	15.3	13	26	null	32.400002	true	null	null	null	null	false	false	false	false	false	false
15,862	949,950	99,999	1,948	9	6	68.199997	13	64.099998	13	null	null	null	null	5.8	13	15.7	13	19	null	63	false	null	null	0	null	false	false	false	false	false	false
15,863	914,130	40,308	1,948	11	9	81.300003	13	75.699997	13	1,007.5	13	1,005.5	13	8.9	13	4.5	13	9.9	null	79.300003	true	null	null	null	null	false	false	false	false	false	false
15,864	999,999	93,830	1,948	1	12	46.700001	13	35.099998	13	1,024.400024	13	987.599976	13	9.9	13	9.7	13	12	null	37	true	null	null	null	null	false	false	false	false	false	false
15,865	999,999	14,763	1,948	3	7	29.1	13	25.6	13	1,014	13	970	13	1.4	13	2.3	13	12	null	18	true	null	null	null	null	true	true	true	true	true	true
15,866	999,999	93,830	1,948	11	20	54.200001	13	39.200001	13	1,014.400024	13	979.400024	13	10	13	10.5	13	17.1	null	42.099998	true	null	null	0	null	false	false	false	false	false	false
15,867	999,999	93,116	1,948	5	15	60.799999	13	52.599998	13	1,012.299988	13	994.599976	13	9	13	14.5	13	22	null	53.099998	true	null	null	0	null	false	false	false	false	false	false
15,868	749,222	99,999	1,948	5	10	40.700001	13	29	13	1,019.200012	13	973.5	13	39.799999	13	6.8	13	9.9	null	29.299999	true	null	null	0	null	false	false	false	false	false	false
15,869	749,205	99,999	1,948	5	29	41.900002	13	41.599998	13	994.900024	13	993.599976	13	2.8	13	15.1	13	22	null	40.299999	true	null	null	null	null	true	true	true	true	true	true
15,870	999,999	93,032	1,948	7	2	77.5	13	42.5	13	1,012.700012	13	828.700012	13	14.9	13	12.7	13	32.099998	null	62.099998	true	null	null	null	null	false	false	false	false	false	false
15,871	749,205	99,999	1,948	12	4	36.599998	13	31.9	13	1,016.599976	13	1,015.5	13	10.7	13	13.2	13	22	null	34.299999	true	null	null	0	null	false	false	false	false	false	false
15,872	999,999	93,830	1,948	3	11	60.400002	13	54.099998	13	1,015.900024	13	980	13	3.5	13	4.4	13	10.1	null	54	true	null	null	0	null	true	true	true	true	true	true
15,873	999,999	93,830	1,948	4	12	79.5	13	61.299999	13	1,018.400024	13	982.799988	13	13	13	13.6	13	18.1	null	70	true	null	null	0	null	false	false	false	false	false	false
15,874	749,205	99,999	1,948	8	28	66.699997	13	60.200001	13	1,021.200012	13	1,019.900024	13	10.2	13	6.4	13	9.9	null	62.400002	true	null	null	0	null	false	false	false	false	false	false
15,875	749,205	99,999	1,948	7	27	47	13	46.200001	13	1,011.200012	13	1,010	13	8	13	5.7	13	13	null	46.400002	true	null	null	null	null	false	false	false	false	false	false
15,876	999,999	93,116	1,948	4	22	56.5	13	50.799999	13	1,014.5	13	996.5	13	9	13	13.3	13	22.9	null	51.099998	true	null	null	null	null	true	true	true	true	true	true
15,877	999,999	26,436	1,948	12	24	25.9	13	21.4	13	1,011.299988	13	1,009.900024	13	28.700001	13	9.7	13	41	null	24.1	true	null	null	0	null	false	false	false	false	false	false
15,878	999,999	14,763	1,948	10	27	51.400002	13	37.400002	13	1,021.599976	13	978.599976	13	12.5	13	6.2	13	10.1	null	39.900002	true	null	null	0	null	false	false	false	false	false	false
15,879	999,999	13,741	1,948	1	1	49.200001	13	48.099998	13	1,005.200012	13	963.099976	13	2.2	13	5.4	13	15	null	44.099998	true	null	null	null	null	true	true	true	true	true	true
15,880	999,999	93,116	1,948	3	25	50	13	42.5	13	1,017.900024	13	999.700012	13	25.200001	13	13.1	13	18.1	null	45	true	null	null	null	null	false	false	false	false	false	false
15,881	999,999	26,436	1,948	12	25	30.799999	13	30.1	13	996.099976	13	994.900024	13	1.1	13	2.4	13	6	null	26.1	true	null	null	null	null	false	false	false	false	false	false
15,882	749,205	99,999	1,948	9	7	48.599998	13	45.5	13	1,003.299988	13	1,002	13	7.3	13	11.9	13	22	null	46.400002	true	null	null	null	null	true	true	true	true	true	true
15,883	999,999	14,763	1,948	2	11	14.6	13	7	13	1,037.199951	13	991.200012	13	6.3	13	6.7	13	14	null	-6	true	null	null	null	null	false	false	false	false	false	false
15,884	999,999	25,709	1,948	8	31	49.299999	13	49.099998	13	1,016.599976	13	1,011.200012	13	2.6	13	4.6	13	12	null	48	true	null	null	null	null	true	true	true	true	true	true
15,885	999,999	93,116	1,948	5	22	62.5	13	51.200001	13	1,012.299988	13	994.799988	13	19.9	13	19	13	22	null	52	true	null	null	0	null	false	false	false	false	false	false
15,886	943,350	99,999	1,948	7	22	70.099998	14	37.700001	7	null	null	null	null	31.1	7	8.9	14	13	null	50	false	null	null	0	null	false	false	false	false	false	false
15,887	943,350	99,999	1,948	1	14	82.900002	14	46.099998	7	null	null	null	null	12.4	7	8.9	14	11.1	null	66	false	null	null	0.02	null	false	false	false	false	false	false
15,888	943,350	99,999	1,948	8	6	74.5	14	46.400002	7	null	null	null	null	17.799999	7	9.2	14	13	null	63	false	null	null	0	null	false	false	false	false	false	false
15,889	946,460	99,999	1,948	12	24	72.300003	14	54.799999	7	null	null	null	null	11.5	7	14.4	14	29.9	null	53.099998	true	null	null	0	null	false	false	false	false	false	false
15,890	946,930	99,999	1,948	11	19	70.400002	14	47.200001	7	null	null	null	null	28.4	7	2.7	14	6	null	50	false	null	null	0	null	false	false	false	false	false	false
15,891	943,350	99,999	1,948	1	21	92.900002	14	62.599998	7	null	null	null	null	12.4	7	8.9	14	12	null	75	false	null	null	0	null	false	false	false	false	false	false
15,892	943,350	99,999	1,948	2	10	89.699997	14	56.799999	7	null	null	null	null	12.4	7	10.9	14	15.9	null	78.099998	false	null	null	0	null	false	false	false	false	false	false
15,893	946,460	99,999	1,948	1	26	73.699997	14	55.599998	7	null	null	null	null	12.4	7	11.1	14	18.1	null	62.099998	true	null	null	0	null	false	false	false	false	false	false
15,894	942,120	99,999	1,948	5	14	80.199997	14	48.299999	7	null	null	null	null	12.4	7	14.6	14	22	null	71.099998	true	null	null	0	null	false	false	false	false	false	false
15,895	946,930	99,999	1,948	8	16	52	14	43.200001	7	null	null	null	null	16.9	7	5.1	14	11.1	null	41	false	null	null	0	null	false	false	false	false	false	false
15,896	943,350	99,999	1,948	4	11	84.5	14	56.299999	7	null	null	null	null	10.7	7	10.6	14	22	null	66	false	null	null	0	null	false	false	false	false	false	false
15,897	946,460	99,999	1,948	11	4	58.099998	14	49.700001	7	null	null	null	null	12.4	7	12.7	14	26	null	50	false	null	null	0.04	null	false	false	false	false	false	false
15,898	946,460	99,999	1,948	3	12	60.599998	14	57.900002	7	null	null	null	null	7.1	7	5.3	14	12	null	57	true	null	null	0.01	null	false	false	false	false	false	false
15,899	943,350	99,999	1,948	12	13	87.900002	14	68.099998	7	null	null	null	null	11.4	6	10.3	14	22	null	75	true	null	null	0	null	false	false	false	false	false	false

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