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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
30,000	999,999	24,151	1,951	4	4	46.400002	24	30	24	1,008.400024	24	855.400024	24	29.799999	24	2.8	24	8.9	null	28.9	true	null	null	0	null	false	false	false	false	false	false
30,001	999,999	24,033	1,951	6	10	61.299999	24	41	24	1,018.5	24	895.400024	24	44.299999	24	6.4	24	13	null	51.099998	true	null	null	null	null	false	false	false	false	false	false
30,002	999,999	14,929	1,951	5	18	64	24	58.599998	24	1,010	24	963.700012	24	12.3	24	13	24	22	null	59	true	null	null	null	null	false	false	false	false	false	false
30,003	914,130	40,308	1,951	2	5	82.300003	24	77	24	1,008.400024	24	1,006.5	24	9.6	24	5.9	24	12	null	78.300003	true	null	null	null	null	false	false	false	false	false	false
30,004	999,999	93,102	1,951	7	31	82.800003	24	47.900002	24	1,012.599976	24	881.099976	24	28.200001	24	3.7	24	7	null	66	true	null	null	0	null	false	false	false	false	false	false
30,005	722,680	23,009	1,951	10	16	69	24	34.099998	24	1,008.099976	24	886.5	24	30.9	24	5.5	24	10.1	null	51.099998	true	null	null	0	null	false	false	false	false	false	false
30,006	467,520	99,999	1,951	3	23	70.800003	24	60.099998	24	1,018	24	1,016.599976	24	6	24	18.4	24	23.9	null	68.400002	true	null	null	0	null	false	false	false	false	false	false
30,007	722,210	13,858	1,951	4	26	71.5	24	64.800003	24	1,022	24	1,019.299988	24	9.1	24	4.4	24	13	null	61	true	null	null	0	null	true	true	true	true	true	true
30,008	999,999	14,745	1,951	3	7	34.700001	24	28.799999	24	1,012.700012	24	999.599976	24	11.7	24	2	24	7	null	25	true	null	null	null	null	true	true	true	true	true	true
30,009	724,810	23,203	1,951	4	26	57.299999	24	45	24	1,014.599976	24	1,008.099976	24	10.1	24	2.9	24	8	null	48	true	null	null	0	null	false	false	false	false	false	false
30,010	725,640	24,018	1,951	10	1	62.200001	24	37.400002	24	1,011.5	24	812.299988	24	84.5	24	9.6	24	15.9	null	50	true	null	null	0	null	false	false	false	false	false	false
30,011	703,430	25,402	1,951	2	21	36.900002	24	34.599998	24	1,017.900024	24	1,016.200012	24	10.1	24	16.6	24	35	null	36	true	null	null	null	null	false	false	false	false	false	false
30,012	999,999	14,776	1,951	6	29	62	24	60.299999	24	1,014	24	993.099976	24	4.7	24	1.5	24	7	null	57.900002	true	null	null	null	null	true	true	true	true	true	true
30,013	746,710	13,806	1,951	12	22	28.4	24	18.5	24	1,021.799988	24	1,000.5	24	9.9	24	6.4	24	9.9	null	20.299999	true	null	null	0	null	false	false	false	false	false	false
30,014	747,750	13,846	1,951	1	22	50.799999	24	35.599998	24	1,023.5	24	1,022.799988	24	13.1	24	10.1	24	16.9	null	40.299999	true	null	null	0	null	false	false	false	false	false	false
30,015	999,999	14,764	1,951	6	23	60.700001	24	57	24	1,015.900024	24	1,013.5	24	8.2	24	5.1	24	10.1	null	57.900002	true	null	null	null	null	true	true	true	true	true	true
30,016	999,999	14,994	1,951	9	1	65.300003	24	60.400002	24	1,015.599976	24	931.599976	24	13.4	24	7.5	24	19	null	57.900002	true	null	null	null	null	false	false	false	false	false	false
30,017	723,625	93,057	1,951	9	7	69.599998	24	46.200001	24	1,014.599976	24	null	null	59.700001	24	7.8	24	16.9	null	62.400002	true	null	null	0	null	false	false	false	false	false	false
30,018	999,999	93,806	1,951	4	30	76.5	24	64.400002	24	1,014.5	24	1,007.900024	24	12.2	24	4.8	24	8.9	null	64.900002	true	null	null	0	null	false	false	false	false	false	false
30,019	702,910	26,412	1,951	5	5	46	24	27.299999	24	1,020.5	24	956.700012	24	34.599998	24	3.2	24	8	null	28	true	null	null	0	null	false	false	false	false	false	false
30,020	34,873	99,999	1,951	7	29	59.599998	24	53.599998	24	1,022.700012	24	1,014.299988	24	6.8	24	5.9	24	12	null	52.299999	true	null	null	0	null	false	false	false	false	false	false
30,021	999,999	3,820	1,951	6	15	75.900002	24	63.099998	24	1,012.599976	24	1,007.599976	24	11.6	24	3.7	24	10.1	null	64	true	null	null	0	null	false	false	false	false	false	false
30,022	726,071	14,606	1,951	9	3	55.200001	24	54	24	1,016.900024	24	1,009.099976	24	5.4	24	3	24	6	null	51.299999	true	null	null	0.2	null	true	true	true	true	true	true
30,023	999,999	26,528	1,951	2	25	-12.5	24	-20.9	24	1,022.900024	24	1,008.299988	24	31.9	24	0.7	24	2.9	null	-32.099998	true	null	null	0	null	false	false	false	false	false	false
30,024	724,338	13,802	1,951	11	12	54.599998	24	46.200001	24	1,009.200012	24	993.099976	24	6.3	24	15.5	24	21	null	52	true	null	null	null	null	true	true	true	true	true	true
30,025	999,999	26,519	1,951	4	18	33.900002	24	25.4	24	1,024.900024	24	968.200012	24	23	24	5	24	10.1	null	26.1	true	null	null	0	null	false	false	false	false	false	false
30,026	912,750	21,603	1,951	8	9	81.900002	24	74.900002	24	1,013.599976	24	1,012.599976	24	11.8	24	9.9	24	15	null	77.400002	false	null	null	0.12	null	false	false	false	false	false	false
30,027	103,380	99,999	1,951	10	21	45.599998	24	40.099998	24	1,012.5	24	null	null	2.9	24	5.7	24	15	null	34	false	null	null	0	null	false	false	false	false	false	false
30,028	999,999	26,529	1,951	5	28	60.599998	24	41.799999	24	1,018.400024	24	1,010.099976	24	29.4	24	10.2	24	17.1	null	53.099998	true	null	null	0	null	false	false	false	false	false	false
30,029	722,310	12,916	1,951	4	4	56.599998	24	41.799999	24	1,018.700012	24	1,017.799988	24	13	24	4.8	24	10.1	null	43	true	null	null	0	null	false	false	false	false	false	false
30,030	718,160	99,999	1,951	5	6	35.700001	24	29.799999	24	1,000.200012	24	994.599976	24	15.8	24	6	24	13	null	30.4	true	null	null	0	null	false	false	false	false	false	false
30,031	478,080	99,999	1,951	1	31	44.099998	24	34.400002	24	1,021.400024	24	1,020.099976	24	5.4	24	3.7	24	8	null	32.400002	true	null	null	0	null	false	false	false	false	false	false
30,032	999,999	23,187	1,951	4	26	39	24	37.599998	24	1,013.799988	24	858.799988	24	7.7	24	13.4	24	22	null	35.099998	true	null	null	null	null	true	true	true	true	true	true
30,033	723,260	13,891	1,951	10	31	64.099998	24	62.200001	24	1,015	24	980.099976	24	11.4	24	6.5	24	12	null	60.099998	true	null	null	null	null	true	true	true	true	true	true
30,034	722,656	23,040	1,951	12	29	64.5	24	31.9	24	1,010.299988	24	914	24	14.9	24	13.7	24	35	null	54	true	null	null	0	null	false	false	false	false	false	false
30,035	740,030	99,999	1,951	4	13	53.400002	24	31.5	24	1,019.799988	24	869.799988	24	42.700001	24	3.7	24	9.9	null	36.299999	true	null	null	0	null	false	false	false	false	false	false
30,036	722,060	13,889	1,951	6	5	80.800003	24	67	24	1,016	24	1,015	24	8.9	24	4.2	24	15	null	70.300003	false	null	null	0	null	false	false	false	false	false	false
30,037	999,999	14,925	1,951	8	21	61	24	53.5	24	1,015.700012	24	978.900024	24	14.9	24	10.1	24	14	null	54	true	null	null	0	null	false	false	false	false	false	false
30,038	476,710	99,999	1,951	5	17	60.200001	24	58.900002	24	1,003.200012	24	1,002.200012	24	6.8	24	10.2	24	15.9	null	57.400002	true	null	null	null	null	true	true	true	true	true	true
30,039	999,999	93,123	1,951	11	15	37.299999	24	24.799999	24	1,021.200012	24	884.299988	23	29	24	5.5	24	15	null	24.1	true	null	null	0	null	false	false	false	false	false	false
30,040	999,999	24,149	1,951	12	27	26.700001	24	21.9	24	1,021.599976	24	967.900024	24	20.9	24	3.2	24	11.1	null	24.1	true	null	null	null	null	false	false	false	false	false	false
30,041	999,999	21,504	1,951	1	12	70.599998	24	67	24	1,021.099976	24	1,019.700012	24	11.3	24	5.9	24	13	null	66.900002	true	null	null	null	null	false	false	false	false	false	false
30,042	999,999	22,514	1,951	12	7	75.199997	24	67.800003	24	1,017.599976	24	1,015.900024	24	14.9	24	8.9	24	17.1	null	71.099998	true	null	null	0	null	false	false	false	false	false	false
30,043	723,030	13,714	1,951	12	14	37.700001	24	30.1	24	1,023.5	24	1,015.099976	24	5.3	24	1.2	24	4.1	null	29.299999	true	null	null	null	null	true	true	true	true	true	true
30,044	722,580	13,960	1,951	5	24	68.099998	24	55.299999	24	1,010.900024	24	993.599976	24	14.7	24	8.7	24	17.1	null	63	true	null	null	null	null	false	false	false	false	false	false
30,045	999,999	24,143	1,951	1	29	-5.1	24	-15.5	24	1,039.199951	24	900.099976	24	42.299999	24	21.299999	24	27	null	-14.1	true	null	null	0	null	false	false	false	false	false	false
30,046	999,999	93,846	1,951	9	14	74.099998	24	68.900002	24	1,015.900024	24	988.900024	24	11.4	24	3.8	24	8	null	71.099998	true	null	null	null	null	false	false	false	false	false	false
30,047	999,999	24,244	1,951	2	12	38.299999	24	33.400002	24	1,023.299988	24	1,021.400024	24	9.9	24	6.9	24	17.1	null	32	true	null	null	0	null	false	false	false	false	false	false
30,048	725,310	14,806	1,951	12	10	28.799999	24	23.700001	24	1,025.599976	24	997.200012	24	6	24	11.3	24	15.9	null	23	true	null	null	0	null	true	true	true	true	true	true
30,049	725,816	99,999	1,951	1	5	34.299999	24	29.799999	24	1,022.900024	24	869.5	24	22.9	24	4.4	24	9.9	null	30.4	true	null	null	null	null	false	false	false	false	false	false
30,050	471,080	99,999	1,951	5	16	59.200001	24	53.5	24	1,005.400024	24	1,005.5	24	9.4	24	7	24	13	null	50.400002	true	null	null	0	null	false	false	false	false	false	false
30,051	722,485	13,944	1,951	7	20	87	24	72.699997	24	1,013.299988	24	1,006.900024	24	8.9	24	5.6	24	12	null	76.300003	true	null	null	0	null	false	false	false	false	false	false
30,052	723,815	23,161	1,951	3	25	62.5	24	15.1	24	1,013	24	945.700012	24	22.4	24	11.1	24	17.1	null	43.299999	false	null	null	0	null	false	false	false	false	false	false
30,053	478,080	99,999	1,951	6	24	72	24	65.599998	24	1,007.599976	24	1,006.599976	24	4.3	24	3.4	24	11.1	null	64.400002	true	null	null	null	null	false	false	false	false	false	false
30,054	999,999	43,316	1,951	9	17	71.800003	24	63.900002	24	1,015.200012	24	1,014.200012	24	6.6	24	1.3	24	8.9	null	66	true	null	null	0	null	false	false	false	false	false	false
30,055	999,999	24,172	1,951	6	4	62.299999	24	25.4	24	1,007.900024	24	876.099976	24	39.799999	24	7.7	24	22	null	44.099998	true	null	null	0	null	false	false	false	false	false	false
30,056	999,999	23,019	1,951	9	11	76.800003	24	57.700001	24	1,003.5	24	875.900024	24	29.799999	24	6.1	24	15	null	69.099998	true	null	null	null	null	false	false	false	false	false	false
30,057	722,266	13,850	1,951	11	17	43.200001	24	29.9	24	1,024.5	24	1,018.099976	24	11.2	24	12.4	24	17.1	null	36	true	null	null	0	null	false	false	false	false	false	false
30,058	716,280	99,999	1,951	6	4	66.099998	24	60.200001	24	1,011.200012	24	998.900024	24	8.7	24	7.6	24	15.9	null	58.299999	true	null	null	null	null	true	true	true	true	true	true
30,059	471,200	99,999	1,951	3	4	31.700001	24	22.6	24	1,033.099976	24	1,030.300049	24	10.4	24	1.4	24	6	null	27.299999	true	null	null	null	null	false	false	false	false	false	false
30,060	999,999	24,240	1,951	5	22	52.200001	24	50.299999	24	1,010.200012	24	1,007.200012	24	14	24	7.1	24	10.1	null	50	true	null	null	0	null	true	true	true	true	true	true
30,061	999,999	14,741	1,951	11	25	21.6	24	18	24	1,029.599976	24	976.099976	24	8.9	24	8.4	24	17.1	null	12	true	null	null	0	null	false	false	false	false	false	false
30,062	35,963	99,999	1,951	9	29	54.099998	24	50.400002	24	1,021.5	24	1,018.099976	24	5.4	24	3.8	24	8	null	45.299999	false	null	null	0	null	false	false	false	false	false	false
30,063	999,999	24,011	1,951	10	7	40.200001	24	33.099998	24	1,029.099976	24	967.400024	24	14.5	24	3.4	24	6	null	27	true	null	null	0	null	false	false	false	false	false	false
30,064	746,941	13,786	1,951	5	7	57.099998	24	46.900002	24	1,009.900024	24	1,009.599976	24	7.7	24	5.7	24	12	null	47.299999	false	null	null	0.08	null	false	false	false	false	false	false
30,065	476,420	99,999	1,951	3	31	49.200001	24	37.200001	24	1,026.5	24	1,009	24	6	24	7.1	24	18.1	null	45	true	null	null	0	null	false	false	false	false	false	false
30,066	999,999	41,406	1,951	3	21	79.099998	24	69.199997	24	1,011.200012	24	1,002.799988	24	14.8	24	9	24	15	null	75.900002	true	null	null	null	null	false	false	false	false	false	false
30,067	999,999	23,194	1,951	8	27	66.900002	24	54.299999	24	1,009	24	850.599976	24	41.599998	24	8.6	24	22.9	null	61	true	null	null	null	null	false	false	false	false	false	false
30,068	999,999	3,810	1,951	2	19	55.099998	24	47.400002	24	1,022	24	979.099976	24	12	24	6.2	24	15	null	45	true	null	null	null	null	true	true	true	true	true	true
30,069	725,540	14,949	1,951	10	10	58.200001	24	47.400002	24	1,021.400024	24	984	24	8.8	24	2.8	24	12	null	45	true	null	null	0	null	true	true	true	true	true	true
30,070	999,999	23,234	1,951	11	2	53.200001	24	50.299999	24	1,021.400024	24	1,020.700012	24	2.8	24	5.6	24	14	null	46	true	null	null	0	null	true	true	true	true	true	true
30,071	726,546	14,946	1,951	5	25	61	24	47.400002	24	1,003	24	941.900024	24	14.4	24	11.4	24	26	null	48	true	null	null	null	null	false	false	false	false	false	false
30,072	999,999	3,814	1,951	3	20	32.299999	24	24.799999	24	1,023.799988	24	980.099976	24	10.9	24	2.7	24	6	null	19.9	true	null	null	0	null	false	false	false	false	false	false
30,073	999,999	25,322	1,951	2	12	14.8	24	10.3	24	1,027.099976	24	1,026.099976	24	14.9	24	2.6	24	7	null	6.1	true	null	null	0	null	false	false	false	false	false	false
30,074	727,855	24,114	1,951	6	16	68.099998	24	33.099998	24	1,014.099976	24	928.599976	24	28.200001	24	5.9	24	15.9	null	57	true	null	null	0	null	false	false	false	false	false	false
30,075	999,999	12,835	1,951	10	14	75.199997	24	69.599998	24	1,015.599976	24	1,015.299988	24	11.7	24	11.3	24	15.9	null	71.099998	true	null	null	null	null	false	false	false	false	false	false
30,076	999,999	13,750	1,951	9	21	70.800003	24	62.099998	24	1,024.5	24	1,023.900024	24	7.1	24	5.9	24	11.1	null	61	true	null	null	0	null	true	true	true	true	true	true
30,077	999,999	24,019	1,951	5	20	53.799999	24	48.700001	24	1,014	24	850.5	24	33.799999	24	9.6	24	30.1	null	48.900002	true	null	null	null	null	false	false	false	false	false	false
30,078	103,840	99,999	1,951	11	20	44.099998	24	41	24	1,007.099976	24	1,001.200012	24	1.9	24	2.1	24	5.1	null	39.400002	true	null	null	null	null	true	true	true	true	true	true
30,079	704,890	99,999	1,951	12	24	37.5	24	30.1	24	1,039.5	24	1,038.900024	24	9.9	24	5.4	24	14	null	34.299999	true	null	null	null	null	false	false	false	false	false	false
30,080	171,150	99,999	1,951	1	20	42.900002	24	40.400002	23	999.799988	24	994	24	5.1	24	18.299999	24	34	null	37.400002	true	null	null	null	null	false	false	false	false	false	false
30,081	35,671	99,999	1,951	7	29	62.799999	24	49.799999	24	1,022.900024	24	1,020.200012	24	7.3	24	3.7	24	13	null	53.400002	true	null	null	0	null	false	false	false	false	false	false
30,082	722,235	13,838	1,951	1	10	52	24	44.700001	24	1,024.199951	24	1,023.099976	24	9.5	24	11	24	22	null	46.900002	true	null	null	null	null	false	false	false	false	false	false
30,083	999,999	3,814	1,951	6	8	64.5	24	62.200001	24	1,013.700012	24	972.200012	24	10.2	24	4.8	24	10.1	null	59	true	null	null	null	null	false	false	false	false	false	false
30,084	999,999	23,012	1,951	4	7	35.700001	24	32.200001	24	1,016.700012	24	832.299988	24	9.1	24	5.9	24	13	null	28.9	true	null	null	null	null	true	true	true	true	true	true
30,085	999,999	94,704	1,951	1	27	20.6	24	14.9	24	1,016.200012	24	990	24	4.8	24	5.4	24	10.1	null	17.1	true	null	null	null	null	false	false	false	false	false	false
30,086	85,150	99,999	1,951	6	12	69.099998	24	65.900002	23	1,020.700012	24	1,008.799988	23	5.8	24	18.1	24	23.9	null	64.400002	true	null	null	0	null	false	false	false	false	false	false
30,087	999,999	23,184	1,951	7	15	79.800003	24	50.299999	24	1,012.700012	24	850.200012	24	46	24	7.9	24	17.1	null	72	true	null	null	null	null	false	false	false	false	false	false
30,088	999,999	10,701	1,951	12	7	80.599998	24	75.800003	24	1,010.900024	24	1,009.5	24	11.9	24	2.8	24	8.9	null	75.900002	true	null	null	0	null	false	false	false	false	false	false
30,089	703,260	25,503	1,951	3	22	11.3	24	7.7	24	1,007.700012	24	1,005.700012	24	7.5	24	7.7	24	12	null	8.1	true	null	null	null	null	false	false	false	false	false	false
30,090	835,830	99,999	1,951	11	10	74.099998	24	60.599998	24	1,019.900024	24	1,000.200012	24	2	24	7.5	24	13	null	66.900002	true	null	null	0	null	false	false	false	false	false	false
30,091	999,999	13,876	1,951	8	7	81	24	73.099998	24	1,014.700012	24	992.700012	24	6.5	24	10.5	24	42	null	73.900002	true	null	null	null	null	true	true	true	true	true	true
30,092	984,280	41,224	1,951	5	24	85.300003	24	75	24	1,011.099976	24	1,010.799988	24	14.7	24	7.2	24	11.1	null	81	true	null	null	0	null	false	false	false	false	false	false
30,093	727,345	14,847	1,951	9	10	57.099998	24	55.200001	24	1,006.700012	24	980.400024	24	4.3	24	8.2	24	12	null	53.099998	true	null	null	null	null	true	true	true	true	true	true
30,094	999,999	93,101	1,951	6	27	63.599998	24	53.700001	24	1,009	24	996.599976	24	5.4	24	5.1	24	13	null	53.099998	true	null	null	0	null	true	true	true	true	true	true
30,095	999,999	13,822	1,951	4	8	56.799999	24	48.099998	24	1,001.599976	24	967.700012	24	7.4	24	7.7	24	19	null	48	true	null	null	null	null	true	true	true	true	true	true
30,096	999,999	93,106	1,951	12	4	56.400002	24	50.5	24	1,019.700012	24	1,018.799988	24	11.9	24	5	24	10.1	null	51.099998	true	null	null	null	null	true	true	true	true	true	true
30,097	726,815	24,106	1,951	8	11	75.800003	24	36.799999	24	1,008.400024	24	906	24	41.599998	24	13.2	24	22.9	null	57	true	null	null	0	null	false	false	false	false	false	false
30,098	999,999	94,725	1,951	10	12	45.299999	24	30.5	24	1,020.5	24	1,012.700012	24	14.9	24	7.3	24	13	null	39	true	null	null	0	null	false	false	false	false	false	false
30,099	999,999	24,143	1,951	6	22	50.400002	24	42.5	24	1,015.299988	24	888.400024	24	50.099998	24	5.4	24	11.1	null	39.900002	true	null	null	null	null	false	false	false	false	false	false

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