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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
16,800	727,450	14,913	1,948	3	20	31.200001	24	27.200001	24	1,008.700012	24	956.400024	24	14.3	24	13.5	24	21	null	19.9	true	null	null	0.04	11.8	true	true	true	true	true	true
16,801	999,999	13,980	1,948	11	21	34.5	24	29.700001	24	1,017.599976	24	968.400024	24	13	24	9.6	24	15	null	28.9	true	null	null	0	null	false	false	false	false	false	false
16,802	722,310	12,916	1,948	10	10	70.199997	24	60.299999	24	1,013.900024	24	1,012.900024	24	10.6	24	5.4	24	14	null	59	true	null	null	null	null	false	false	false	false	false	false
16,803	788,610	99,999	1,948	7	28	82.5	24	75.199997	24	1,015	24	1,013.5	24	13.8	24	14	24	19	null	78.300003	true	null	null	0	null	false	false	false	false	false	false
16,804	999,999	23,012	1,948	4	15	59.299999	24	26.200001	22	1,018.299988	24	837.799988	24	14.9	24	7.7	24	17.1	null	48	true	null	null	0	null	false	false	false	false	false	false
16,805	999,999	24,230	1,948	1	17	27.4	24	23.9	24	1,029.199951	24	917	24	26.6	24	2.7	24	5.1	null	16	true	null	null	0	null	true	true	true	true	true	true
16,806	783,670	11,706	1,948	7	27	83.400002	24	74	24	1,016	24	1,013.700012	24	16.9	24	8.3	24	19	null	75.400002	false	null	null	0	null	false	false	false	false	false	false
16,807	745,980	13,702	1,948	3	20	69.599998	24	57.299999	6	1,018.200012	24	1,017.900024	24	7.4	24	10.3	24	19	null	63	true	null	null	null	null	false	false	false	false	false	false
16,808	999,999	24,137	1,948	2	29	8.6	24	3.8	24	1,023.799988	24	883	24	36.5	24	6.1	24	10.1	null	3	true	null	null	null	null	false	false	false	false	false	false
16,809	999,999	24,240	1,948	5	16	53.200001	24	45.900002	24	1,008.700012	24	1,005.599976	24	12.4	24	16.200001	24	31.1	null	48.900002	true	null	null	null	null	false	false	false	false	false	false
16,810	723,546	13,969	1,948	8	2	82.300003	24	71.199997	24	1,014.400024	24	979.599976	22	14.9	24	11.9	24	17.1	null	70	true	null	null	0	null	false	false	false	false	false	false
16,811	999,999	13,897	1,948	5	5	61.299999	24	50.900002	24	1,014.799988	24	993	24	10.3	24	4	24	10.1	null	48.900002	true	null	null	0	null	true	true	true	true	true	true
16,812	999,999	23,052	1,948	10	7	41.900002	24	18.9	24	1,016	24	805.5	24	46.200001	24	5	24	15	null	21	true	null	null	0	null	false	false	false	false	false	false
16,813	747,804	99,999	1,948	2	10	35.799999	24	32.299999	24	1,023.400024	24	1,021.400024	24	7	24	15	24	18.1	null	32.400002	true	null	null	null	null	true	true	true	true	true	true
16,814	723,555	99,999	1,948	2	19	61.5	24	53.099998	24	1,009.900024	24	979.200012	24	13	24	10.2	24	22.9	null	51.299999	true	null	null	0	null	false	false	false	false	false	false
16,815	999,999	24,149	1,948	11	22	44.900002	24	38	24	1,022	24	969.299988	24	29.799999	24	5.8	24	18.1	null	39	true	null	null	null	null	false	false	false	false	false	false
16,816	999,999	24,033	1,948	1	24	26.1	24	24.799999	24	1,014.799988	24	887.5	24	3.9	24	4.7	24	11.1	null	21.9	true	null	null	null	null	true	true	true	true	true	true
16,817	723,119	13,886	1,948	6	29	75.5	24	72.099998	24	1,018.200012	24	983.900024	24	11.4	24	7.5	24	16.9	null	68	true	null	null	null	null	false	false	false	false	false	false
16,818	725,755	24,101	1,948	7	19	83.599998	24	49.700001	24	1,002.599976	24	847	24	18.4	24	14.9	24	23.9	null	77	true	null	null	0	null	false	false	false	false	false	false
16,819	999,999	12,838	1,948	12	20	67.5	24	64.300003	24	1,011.400024	24	1,010.299988	24	12.9	24	3.6	24	12	null	64	true	null	null	null	null	false	false	false	false	false	false
16,820	999,999	13,996	1,948	12	13	45.299999	24	32.599998	24	1,012.400024	24	980	24	11.1	24	4.6	24	8.9	null	28.9	true	null	null	0	null	false	false	false	false	false	false
16,821	999,999	23,070	1,948	2	21	29.299999	24	24.9	24	1,020.900024	24	824.799988	24	20.6	24	4.8	24	10.1	null	19.9	true	null	null	null	null	true	true	true	true	true	true
16,822	999,999	13,781	1,948	9	25	57.400002	24	45.799999	24	1,021.5	24	1,018.5	24	9.4	24	4.8	24	10.1	null	46.900002	true	null	null	0	null	false	false	false	false	false	false
16,823	722,525	12,920	1,948	4	24	79.599998	24	65.599998	24	1,006.5	24	988.799988	24	14.9	24	19.799999	24	26	null	71.099998	true	null	null	0	null	false	false	false	false	false	false
16,824	999,999	24,150	1,948	11	27	21.799999	24	8.1	24	1,023.200012	24	859.200012	24	29.799999	24	12.4	24	21	null	18	true	null	null	0	null	false	false	false	false	false	false
16,825	999,999	14,820	1,948	3	7	38	24	33.5	24	1,012.5	24	982.5	24	4.6	24	14.1	24	24.1	null	34	true	null	null	null	null	true	true	true	true	true	true
16,826	999,999	23,238	1,948	12	20	38	24	36.299999	24	1,024.599976	24	1,019.900024	24	2.3	24	2.8	24	7	null	33.099998	true	null	null	0	null	true	true	true	true	true	true
16,827	722,866	23,122	1,948	9	30	67.800003	24	42.700001	24	1,012.099976	24	973.5	24	6.9	24	3.8	24	12	null	48.400002	true	null	null	0	null	false	false	false	false	false	false
16,828	723,060	13,722	1,948	9	27	61.200001	24	54.5	24	1,024.199951	24	1,008.200012	24	15.8	24	9.3	24	15	null	55	true	null	null	null	null	false	false	false	false	false	false
16,829	724,040	13,721	1,948	6	5	67.199997	24	61.799999	24	1,005.599976	24	1,004.099976	24	7.2	24	8.8	24	14	null	62.099998	true	null	null	0	null	true	true	true	true	true	true
16,830	999,999	93,837	1,948	3	21	75.099998	24	65.300003	24	1,021.900024	24	1,020.799988	24	13.3	24	6	24	8.9	null	68	true	null	null	0	null	false	false	false	false	false	false
16,831	749,140	99,999	1,948	3	10	2.2	24	-10.3	24	1,013.799988	24	1,012.099976	24	9.9	24	41.599998	24	52.099998	null	-1.7	true	null	null	0	null	false	false	false	false	false	false
16,832	999,999	23,184	1,948	7	8	78.300003	24	19	24	1,010.700012	24	848.099976	24	50.099998	24	7.9	24	20	null	62.099998	true	null	null	0	null	false	false	false	false	false	false
16,833	749,165	99,999	1,948	8	5	82.199997	24	50.5	24	1,012.400024	24	881	24	34	24	8.7	24	16.9	null	67.300003	true	null	null	0	null	false	false	false	false	false	false
16,834	722,310	12,916	1,948	12	12	62.700001	24	57.200001	24	1,019.099976	24	1,018	24	7.9	24	2.1	24	8	null	53.099998	true	null	null	0	null	true	true	true	true	true	true
16,835	723,260	13,891	1,948	8	2	74.099998	24	68.5	24	1,015.700012	24	981.200012	24	12.2	24	5.7	24	8.9	null	69.099998	true	null	null	0	null	false	false	false	false	false	false
16,836	722,860	23,119	1,948	7	25	72	24	45.799999	24	1,012.200012	24	959.200012	24	21.200001	24	6.5	24	18.1	null	55	true	null	null	0	null	false	false	false	false	false	false
16,837	999,999	14,858	1,948	10	27	48.5	24	39.200001	24	1,018.599976	24	979	24	8.5	24	7.5	24	12	null	42.099998	true	null	null	0	null	false	false	false	false	false	false
16,838	999,999	23,180	1,948	12	1	51.099998	24	22.5	24	1,018.400024	24	974.799988	24	24	24	8.2	24	22.9	null	36	true	null	null	0	null	false	false	false	false	false	false
16,839	999,999	24,142	1,948	1	22	36.900002	24	24.200001	24	1,025	24	894.400024	24	22.799999	24	14.9	24	30.1	null	28	true	null	null	0	null	false	false	false	false	false	false
16,840	719,090	99,999	1,948	11	20	-5.8	24	-18.200001	24	1,028.5	24	1,025.800049	24	9.4	24	9.4	24	16.9	null	-8.7	true	null	null	0	null	false	false	false	false	false	false
16,841	999,999	24,216	1,948	4	24	58.599998	24	38.400002	24	1,019.799988	24	1,006.900024	24	47.599998	24	5.3	24	10.1	null	46	true	null	null	0	null	false	false	false	false	false	false
16,842	723,810	23,114	1,948	10	19	58.400002	24	50.099998	24	1,017.799988	24	938	24	26.9	24	2.3	24	6	null	48	true	null	null	0	null	false	false	false	false	false	false
16,843	999,999	24,017	1,948	11	24	36.799999	24	29.6	24	1,002.200012	24	886.200012	24	19.9	24	8.2	24	14	null	25	true	null	null	0	null	false	false	false	false	false	false
16,844	725,300	94,846	1,948	3	31	48.799999	24	46.700001	24	995.5	24	972	24	3.3	24	10.9	24	22	null	44.400002	true	null	null	null	null	true	true	true	true	true	true
16,845	724,567	13,921	1,948	3	23	53.799999	24	39.799999	24	1,009.599976	24	981.5	24	12.2	24	4.5	24	9.9	null	42.400002	true	null	null	null	null	false	false	false	false	false	false
16,846	999,999	14,828	1,948	12	22	31.1	24	26.700001	24	1,014.5	24	984.799988	24	9.8	24	9.2	24	14	null	25	true	null	null	null	null	false	false	false	false	false	false
16,847	702,610	26,411	1,948	7	21	53.299999	24	51.700001	24	1,003.599976	24	986.700012	24	5.6	24	6.1	24	11.1	null	52	true	null	null	null	null	true	true	true	true	true	true
16,848	999,999	14,858	1,948	10	6	54	24	41.5	24	1,015.299988	24	975.700012	24	18.799999	24	14	24	22.9	null	46.900002	true	null	null	0	null	false	false	false	false	false	false
16,849	722,560	13,959	1,948	12	16	59.200001	24	54.099998	24	1,015.700012	24	998.400024	24	10.7	24	6	24	18.1	null	48	true	null	null	0	null	false	false	false	false	false	false
16,850	711,896	99,999	1,948	4	15	24.700001	24	18.6	24	1,026.300049	24	1,023.299988	24	16.700001	24	8.7	24	15	null	12.4	true	null	null	null	null	false	false	false	false	false	false
16,851	999,999	24,221	1,948	8	8	63.299999	24	53.5	24	1,014.200012	24	1,000.599976	24	9.3	24	4.9	24	10.1	null	52	true	null	null	0	null	false	false	false	false	false	false
16,852	999,999	24,023	1,948	6	26	67	24	59	24	1,010.799988	24	915.299988	24	12	24	6.9	24	15.9	null	57.900002	true	null	null	null	null	false	false	false	false	false	false
16,853	999,999	13,747	1,948	1	26	24.700001	24	17.1	24	1,031.599976	24	1,014.299988	24	6.4	24	3.8	24	7	null	15.1	true	null	null	0	null	false	false	false	false	false	false
16,854	999,999	24,126	1,948	5	8	40.299999	24	32.799999	24	1,004.099976	24	854	24	22.4	24	11.1	24	18.1	null	33.099998	true	null	null	null	null	false	false	false	false	false	false
16,855	999,999	4,725	1,948	4	17	39	24	23.700001	24	1,024.300049	24	993	24	15.1	24	10.7	24	18.1	null	30.9	true	null	null	null	null	false	false	false	false	false	false
16,856	999,999	24,138	1,948	11	6	28.799999	24	16.5	24	1,023.400024	24	842.299988	24	38.900002	24	9.7	24	21	null	19	true	null	null	0	null	false	false	false	false	false	false
16,857	999,999	13,973	1,948	7	16	79	24	65.099998	24	1,013.700012	24	955	24	14.9	24	3.3	24	8	null	66	true	null	null	0	null	false	false	false	false	false	false
16,858	999,999	23,072	1,948	8	2	77.400002	24	65.099998	24	1,015	24	918	24	14.9	24	9.5	24	15.9	null	68	true	null	null	0	null	false	false	false	false	false	false
16,859	475,800	99,999	1,948	12	18	48.299999	24	38.099998	24	1,020.200012	24	1,015.700012	24	15.3	24	12.8	24	23.9	null	36.299999	true	null	null	0	null	false	false	false	false	false	false
16,860	723,510	13,966	1,948	9	19	82.199997	24	70.400002	24	1,013.700012	24	978.200012	24	14	24	12.4	24	19	null	73.400002	true	null	null	0	null	false	false	false	false	false	false
16,861	722,400	3,937	1,948	2	2	43.900002	24	36.400002	24	1,028	24	1,027	24	10.4	24	5.8	24	9.9	null	41.400002	true	null	null	null	null	false	false	false	false	false	false
16,862	722,595	13,911	1,948	9	11	71.699997	24	54.599998	24	1,017.599976	24	995.900024	24	8.2	24	3.2	24	9.9	null	59	true	null	null	0	null	false	false	false	false	false	false
16,863	722,786	23,104	1,948	3	3	54.299999	24	35.099998	24	1,010.799988	24	963.200012	24	14.9	24	4.5	24	9.9	null	47.299999	true	null	null	0	null	false	false	false	false	false	false
16,864	999,999	23,194	1,948	10	30	50.599998	24	38.400002	24	1,009.900024	24	848.200012	24	32.099998	24	8.2	24	14	null	43	true	null	null	null	null	false	false	false	false	false	false
16,865	722,650	23,023	1,948	11	29	38.299999	24	7.2	24	1,024.5	24	923.099976	24	14.9	24	6.8	24	11.1	null	23	true	null	null	0	null	false	false	false	false	false	false
16,866	725,180	14,735	1,948	11	23	43.900002	24	39.400002	24	1,010.099976	24	999.200012	24	6.5	24	6	24	10.1	null	40.299999	false	null	null	0.24	null	true	true	true	true	true	true
16,867	999,999	13,710	1,948	8	11	74.400002	24	66.800003	24	1,017.700012	24	1,017.099976	24	5.6	24	5.5	24	10.1	null	66.900002	true	null	null	null	null	true	true	true	true	true	true
16,868	999,999	24,022	1,948	5	14	58.400002	24	24.700001	24	1,006.900024	24	776	24	39.799999	24	16.9	24	26	null	42.099998	true	null	null	0	null	false	false	false	false	false	false
16,869	476,430	99,999	1,948	7	22	79.099998	24	73	24	1,011.5	24	1,001.400024	24	6.3	24	3	24	5.1	null	72.300003	true	null	null	0	null	true	true	true	true	true	true
16,870	999,999	14,819	1,948	1	25	14.4	24	5.5	24	1,028.800049	24	1,004.5	24	4.5	24	4.6	24	8	null	5	true	null	null	null	null	false	false	false	false	false	false
16,871	999,999	23,225	1,948	3	14	27.299999	24	27	24	1,009.799988	24	829.400024	24	0.5	24	9.2	24	13	null	25	true	null	null	null	null	true	true	true	true	true	true
16,872	999,999	23,236	1,948	11	10	50.299999	24	31.4	24	1,018.5	24	1,009.700012	24	19.700001	24	7.4	24	14	null	37	true	null	null	0	null	false	false	false	false	false	false
16,873	722,180	3,820	1,948	6	12	79.099998	24	60.599998	24	1,016.099976	24	1,001.200012	24	7.9	24	5.6	24	9.9	null	67.300003	true	null	null	0	null	false	false	false	false	false	false
16,874	727,930	24,233	1,948	9	27	51.799999	24	48.299999	24	1,020	24	1,005.700012	24	6.3	24	7.2	24	10.1	null	44.400002	false	null	null	0.08	null	true	true	true	true	true	true
16,875	999,999	93,106	1,948	2	20	54	24	47.799999	24	1,020.299988	24	1,018.299988	24	4.3	24	2.6	24	13	null	48	true	null	null	0	null	true	true	true	true	true	true
16,876	724,370	93,823	1,948	2	14	27.5	24	22.799999	24	1,015.400024	24	993.200012	24	7	24	13.7	24	21	null	23	true	null	null	null	null	true	true	true	true	true	true
16,877	722,350	3,940	1,948	10	2	69.900002	24	59.700001	24	1,019	24	1,007.099976	24	9.4	24	5.2	24	15	null	58.299999	true	null	null	0	null	false	false	false	false	false	false
16,878	725,330	14,827	1,948	1	22	8.6	24	0.3	24	1,002.5	24	971.200012	24	9.5	24	10.7	24	17.1	null	0	true	null	null	0	null	false	false	false	false	false	false
16,879	999,999	26,523	1,948	9	28	42.200001	24	39.099998	24	1,014.400024	24	1,010.700012	24	17.4	24	4	24	10.1	null	37	true	null	null	null	null	false	false	false	false	false	false
16,880	999,999	14,935	1,948	11	10	32.5	24	24.1	24	1,013.299988	24	945.5	24	14.9	24	12.7	24	22.9	null	19.9	true	null	null	null	null	false	false	false	false	false	false
16,881	999,999	24,227	1,948	4	8	42.799999	24	31.799999	24	1,017.700012	24	1,010.299988	24	18.6	24	4.2	24	8.9	null	28	true	null	null	0	null	true	true	true	true	true	true
16,882	999,999	23,173	1,948	11	30	40.099998	24	8.8	24	1,020.200012	24	953	24	26.5	24	2.9	24	5.1	null	21.9	true	null	null	0	null	false	false	false	false	false	false
16,883	999,999	23,065	1,948	2	15	33.799999	24	25.1	24	1,016.400024	24	886.599976	24	14.9	24	13.7	24	25.1	null	24.1	true	null	null	0	null	false	false	false	false	false	false
16,884	999,999	23,052	1,948	7	29	70	24	52.599998	24	1,006.299988	24	803.599976	24	52.799999	24	4	24	10.1	null	53.099998	true	null	null	0	null	false	false	false	false	false	false
16,885	999,999	14,939	1,948	3	10	2.8	24	-3	24	1,033.699951	24	987.400024	24	5.1	24	22.1	24	33	null	-0.9	true	null	null	null	null	false	false	false	false	false	false
16,886	999,999	13,745	1,948	2	15	45.099998	24	37.900002	24	1,031.699951	24	1,031.400024	24	10.6	24	11.8	24	15.9	null	39.900002	true	null	null	0	null	false	false	false	false	false	false
16,887	999,999	24,145	1,948	2	19	33.599998	24	29.299999	24	1,018.400024	24	854	24	38.099998	24	13.1	24	17.1	null	30	true	null	null	0	null	false	false	false	false	false	false
16,888	780,160	13,601	1,948	8	12	77.900002	24	73.199997	24	1,020.200012	24	1,019.5	24	10	24	10.4	24	15.9	null	73.400002	true	null	null	null	null	false	false	false	false	false	false
16,889	999,999	24,036	1,948	12	20	30.799999	24	23.5	24	996.299988	24	852.900024	24	33.799999	24	28.700001	24	42.900002	null	24.1	true	null	null	null	null	false	false	false	false	false	false
16,890	722,687	93,033	1,948	11	17	56	24	17.9	24	1,011.599976	24	900.400024	24	44.900002	24	8	24	30.1	null	36	true	null	null	0	null	false	false	false	false	false	false
16,891	999,999	24,026	1,948	10	8	52.299999	24	28.9	24	1,013.900024	24	901.200012	24	24.9	24	14.6	24	25.1	null	39.900002	true	null	null	0	null	false	false	false	false	false	false
16,892	999,999	23,157	1,948	11	1	47.5	24	24.4	24	1,018.700012	24	876.700012	24	32.700001	24	6.8	24	17.1	null	28	true	null	null	0	null	false	false	false	false	false	false
16,893	723,650	23,050	1,948	12	10	34.299999	24	8.2	24	1,019.099976	24	838.700012	24	70	24	5.3	24	10.1	null	21.9	true	null	null	0	null	false	false	false	false	false	false
16,894	727,850	24,157	1,948	12	10	27.6	24	25	24	1,007.700012	24	921.799988	24	4.4	24	8.2	24	25.1	null	23	true	null	null	null	null	true	true	true	true	true	true
16,895	725,720	24,127	1,948	7	12	75.199997	24	46.200001	24	1,006.900024	24	867.299988	24	37.900002	24	6.7	24	17.1	null	57	true	null	null	0	null	false	false	false	false	false	false
16,896	723,810	23,114	1,948	1	18	42.400002	24	24.299999	24	1,015	24	934	24	49.299999	24	1.8	24	16.9	null	24.1	true	null	null	0	null	false	false	false	false	false	false
16,897	999,999	13,963	1,948	12	26	26.5	24	20.700001	24	1,037.099976	24	1,026.900024	24	11.3	24	5.7	24	13	null	21.9	true	null	null	0	null	false	false	false	false	false	false
16,898	999,999	14,745	1,948	2	21	18.1	24	3.3	24	1,030.400024	24	1,016.900024	24	41.799999	24	6.2	24	10.1	null	5	true	null	null	0	null	false	false	false	false	false	false
16,899	727,850	24,157	1,948	3	12	36.299999	24	22.299999	24	1,017.099976	24	931.299988	24	16.4	24	4.1	24	8.9	null	28	true	null	null	0	null	false	false	false	false	false	false

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