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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
12,900	822,810	99,999	1,946	6	19	83.199997	12	72	12	1,013.400024	12	1,008	12	14.4	12	7.3	12	11.1	null	77.400002	true	null	null	0	null	false	false	false	false	false	false
12,901	711,896	99,999	1,946	12	15	-0.4	12	-12.7	12	985.299988	12	982.299988	12	8.9	12	21	12	26	null	-3.6	true	null	null	0	null	false	false	false	false	false	false
12,902	999,999	13,760	1,946	3	30	60.5	12	58.900002	12	1,003.799988	12	null	null	1	12	7.8	12	25.1	null	55	true	null	null	null	null	true	true	true	true	true	true
12,903	404,160	99,999	1,946	8	4	101.199997	12	55.099998	12	996.400024	12	993.700012	12	19.1	12	13.3	12	22.9	null	91.199997	true	null	null	0	null	false	false	false	false	false	false
12,904	702,770	99,999	1,946	2	1	24.6	12	14.3	12	1,010.299988	12	1,007.900024	12	14.9	12	10.6	12	15	null	21.4	true	null	null	0	null	false	false	false	false	false	false
12,905	999,999	13,760	1,946	8	9	79.5	12	63.799999	12	1,014.299988	12	null	null	10.6	12	6.1	12	8	null	66.900002	true	null	null	0	null	false	false	false	false	false	false
12,906	999,999	13,760	1,946	4	12	44.799999	12	38.299999	12	1,018.099976	12	null	null	6.5	12	9.2	12	12	null	41	true	null	null	null	null	false	false	false	false	false	false
12,907	106,580	99,999	1,946	6	11	59.400002	12	52.599998	12	1,014.700012	12	985.299988	12	8.9	12	2.6	12	5.1	null	51.299999	true	null	null	null	null	false	false	false	false	false	false
12,908	999,999	93,115	1,946	5	5	63.099998	12	55.700001	12	1,012.5	12	1,011.5	12	8.9	12	8	12	11.1	null	60.099998	true	null	null	0	null	false	false	false	false	false	false
12,909	404,160	99,999	1,946	6	26	97.099998	12	48.799999	12	999.200012	12	996.5	12	21.1	12	14.2	12	21	null	88.300003	true	null	null	0	null	false	false	false	false	false	false
12,910	106,420	99,999	1,946	4	12	55.200001	13	34.5	13	1,013.700012	13	null	null	4.7	13	9.4	13	15	null	41	true	null	null	0	null	false	false	false	false	false	false
12,911	616,410	99,999	1,946	5	9	71.900002	13	63.900002	13	1,011	13	1,008.599976	13	6.8	13	16.1	13	22	null	66.400002	true	null	null	0	null	false	false	false	false	false	false
12,912	749,089	99,999	1,946	4	25	69.900002	13	64.599998	13	1,005.599976	13	996.400024	13	9.8	13	7.4	13	12	null	65.300003	true	null	null	null	null	false	false	false	false	false	false
12,913	161,580	99,999	1,946	2	4	51	13	46.900002	13	1,025.400024	13	1,025.300049	13	2.5	13	6.5	13	12	null	42.400002	true	null	null	null	null	true	true	true	true	true	true
12,914	749,222	99,999	1,946	3	26	16	13	5	12	1,005.599976	13	959.799988	13	39.799999	13	1.9	13	5.1	null	7.3	true	null	null	0	null	false	false	false	false	false	false
12,915	749,071	99,999	1,946	5	22	69.400002	13	54.400002	13	1,022.5	13	1,020.799988	13	7.3	13	10.5	13	15.9	null	65.300003	true	null	null	0	null	false	false	false	false	false	false
12,916	421,820	99,999	1,946	2	19	69.5	13	48.700001	13	1,016.900024	13	991.5	13	99.400002	13	5.9	13	9.9	null	54.299999	true	null	null	0	null	false	false	false	false	false	false
12,917	106,420	99,999	1,946	5	1	60.700001	13	50.700001	13	1,012.799988	13	998.900024	13	8.1	13	2.9	13	5.1	null	42.400002	true	null	null	0	null	true	true	true	true	true	true
12,918	911,903	22,516	1,946	7	18	79.599998	13	69.300003	13	1,014.599976	13	986.299988	12	14.9	13	18	13	27	null	74.300003	true	null	null	0	null	false	false	false	false	false	false
12,919	422,600	99,999	1,946	2	23	68.699997	13	58.5	13	1,010.400024	13	991.099976	13	49.900002	13	14.6	13	22	null	62.400002	true	null	null	0	null	false	false	false	false	false	false
12,920	911,903	22,516	1,946	11	25	75.699997	13	67.900002	13	1,015.099976	13	993.099976	12	19.9	13	6.7	13	12	null	66.400002	true	null	null	0	null	false	false	false	false	false	false
12,921	749,089	99,999	1,946	6	12	86.300003	13	68.5	13	1,018.700012	13	1,009.5	13	9.4	13	6	13	12	null	74.300003	true	null	null	0	null	false	false	false	false	false	false
12,922	999,999	93,108	1,946	11	13	44.599998	13	42.5	13	1,013.099976	13	916	13	5.5	13	13.1	13	18.1	null	39.900002	true	null	null	null	null	false	false	false	false	false	false
12,923	911,903	22,516	1,946	11	18	78.699997	13	68.800003	13	1,014.299988	13	984.299988	13	21.799999	13	6.4	13	13	null	70.300003	true	null	null	0	null	false	false	false	false	false	false
12,924	999,999	93,101	1,946	11	17	61.200001	13	44.5	13	1,019.599976	13	1,006.900024	13	5.1	13	3.6	13	6	null	50	true	null	null	0	null	false	false	false	false	false	false
12,925	600,960	99,999	1,946	1	10	68.400002	13	45.5	13	1,020.299988	13	1,019.599976	13	14.7	13	15.3	13	21	null	62.400002	true	null	null	0	null	false	false	false	false	false	false
12,926	915,920	99,999	1,946	3	19	80.099998	13	69.599998	13	1,009.700012	13	null	null	11.9	13	16.200001	13	20	null	78.300003	true	null	null	0	null	false	false	false	false	false	false
12,927	749,034	99,999	1,946	9	30	78.400002	13	74.099998	13	1,010.5	13	1,008.799988	13	14.3	13	4.7	13	9.9	null	73.400002	true	null	null	0	null	false	false	false	false	false	false
12,928	619,020	99,999	1,946	5	28	77.900002	13	67.099998	13	1,015.5	13	1,005.700012	13	18.700001	13	15	13	18.1	null	73.400002	true	null	null	0	null	false	false	false	false	false	false
12,929	749,025	99,999	1,946	6	23	86.199997	13	78	13	1,007.900024	13	1,003.799988	13	14.9	13	7.7	13	12	null	76.300003	true	null	null	0	null	false	false	false	false	false	false
12,930	724,663	99,999	1,946	3	4	33.299999	13	23.1	13	1,010.900024	13	803.900024	13	14.9	13	12.7	13	22.9	null	28.4	true	null	null	0	null	false	false	false	false	false	false
12,931	474,250	99,999	1,946	4	13	49.400002	13	38.299999	13	1,003	13	998.900024	13	7	13	14	13	22	null	39.400002	true	null	null	0	null	false	false	false	false	false	false
12,932	823,980	99,999	1,946	7	29	80.199997	13	68.699997	13	1,015.400024	13	1,012.700012	13	14.9	13	9.2	13	15.9	null	69.300003	true	null	null	0	null	false	false	false	false	false	false
12,933	917,650	61,705	1,946	6	2	84.599998	13	77.800003	13	1,011.299988	13	null	null	13.8	13	8.3	13	14	null	81.300003	true	null	null	0	null	false	false	false	false	false	false
12,934	915,920	99,999	1,946	1	8	80.400002	13	74.699997	13	1,008.200012	13	null	null	12.2	13	8.1	13	12	null	75.400002	true	null	null	null	null	false	false	false	false	false	false
12,935	749,071	99,999	1,946	5	18	76.699997	13	67.900002	13	1,007.900024	13	1,006.5	13	12.5	13	10	13	15.9	null	71.199997	true	null	null	0	null	false	false	false	false	false	false
12,936	749,222	99,999	1,946	12	31	-3.9	13	-11.9	13	1,018.299988	13	972.5	13	36.700001	13	6.4	13	7	null	-18.6	true	null	null	0	null	false	false	false	false	false	false
12,937	820,300	99,999	1,946	6	20	81.099998	13	74.199997	13	1,011.799988	13	1,011	13	11.1	13	3.5	13	8.9	null	72.300003	true	null	null	0	null	false	false	false	false	false	false
12,938	999,999	93,114	1,946	8	9	72.099998	13	65.599998	13	1,011.400024	13	1,008.200012	13	3.4	13	7	13	13	null	66.900002	true	null	null	0	null	false	false	false	false	false	false
12,939	616,410	99,999	1,946	9	26	80.699997	13	73.800003	13	1,010	13	1,007.700012	13	13.5	13	6.7	13	9.9	null	77.400002	true	null	null	null	null	false	false	false	false	false	false
12,940	999,999	93,114	1,946	10	15	63.5	13	51.799999	13	1,016.900024	13	1,013.5	13	7.6	13	6.1	13	10.1	null	60.099998	true	null	null	0	null	false	false	false	false	false	false
12,941	812,250	99,999	1,946	7	17	81.900002	13	74.900002	13	1,013.299988	13	1,011.200012	13	10.9	13	4.9	13	9.9	null	75.400002	true	null	null	null	null	false	false	false	false	false	false
12,942	999,999	13,999	1,946	3	13	58	13	50.700001	13	1,006.099976	13	939.5	13	8	13	8.4	13	21	null	53.099998	true	null	null	null	null	true	true	true	true	true	true
12,943	749,034	99,999	1,946	10	19	77.5	13	74.800003	13	1,012.299988	13	1,010.900024	13	13.2	13	4.4	13	15.9	null	74.300003	true	null	null	null	null	false	false	false	false	false	false
12,944	616,410	99,999	1,946	8	8	83.199997	13	72.800003	13	1,012	13	1,009.599976	13	7.2	13	7.8	13	9.9	null	77.400002	true	null	null	0	null	false	false	false	false	false	false
12,945	915,920	99,999	1,946	3	10	80	13	71.300003	13	1,009.900024	13	null	null	13.5	13	9.4	13	14	null	73.400002	true	null	null	0	null	false	false	false	false	false	false
12,946	786,470	99,999	1,946	6	16	84.599998	13	74.5	13	1,010.900024	13	1,010.200012	13	32.5	13	3.2	13	11.1	null	71.199997	true	null	null	0	null	false	false	false	false	false	false
12,947	616,410	99,999	1,946	3	27	68.199997	13	63.799999	13	1,012	13	1,009.599976	13	7	13	17.9	13	21	null	63.299999	true	null	null	0	null	false	false	false	false	false	false
12,948	744,900	14,702	1,946	3	4	49.799999	13	27.4	13	1,012.799988	13	1,007.700012	13	13.4	13	12.9	13	16.9	null	30.4	false	null	null	0	2	false	false	false	false	false	false
12,949	918,000	99,999	1,946	1	16	83.800003	13	74.300003	13	1,007.5	13	1,007.200012	13	99.400002	13	11.8	13	15.9	null	81.300003	true	null	null	0	null	false	false	false	false	false	false
12,950	749,222	99,999	1,946	11	2	5.4	13	-2.8	13	1,010.900024	13	965.099976	13	39.799999	13	7.3	13	9.9	null	-16.6	true	null	null	0	null	false	false	false	false	false	false
12,951	701,620	26,508	1,946	2	14	-8.9	13	-18.1	13	996.5	13	null	null	7.6	13	2.7	13	7	null	-11.6	true	null	null	0	null	true	true	true	true	true	true
12,952	788,078	99,999	1,946	2	5	84.900002	13	66.300003	13	1,009.700012	13	1,007	13	23.700001	13	13	13	16.9	null	74.300003	true	null	null	0	null	false	false	false	false	false	false
12,953	788,078	99,999	1,946	1	20	82.800003	13	65.599998	13	1,010.700012	13	1,007.900024	13	29.1	13	6.5	13	12	null	69.300003	true	null	null	0	null	false	false	false	false	false	false
12,954	749,034	99,999	1,946	9	28	79.300003	13	77.099998	13	1,010.599976	13	1,008.900024	13	12	13	3	13	5.1	null	73.400002	true	null	null	0	null	false	false	false	false	false	false
12,955	42,310	99,999	1,946	2	13	1	13	-7.2	13	988.200012	13	980.400024	13	9.1	13	10.6	13	16.9	null	-18.6	false	null	null	0.04	5.1	false	false	false	false	false	false
12,956	911,903	22,516	1,946	5	19	77.5	13	65.5	13	1,015.200012	13	992.700012	13	14.9	13	17.799999	13	22.9	null	72.300003	true	null	null	0	null	false	false	false	false	false	false
12,957	111,500	99,999	1,946	3	25	50.400002	13	45.799999	13	1,020.400024	13	968.400024	13	7.5	13	6.1	13	8.9	null	45.299999	true	null	null	null	null	false	false	false	false	false	false
12,958	749,222	99,999	1,946	9	28	26.9	13	21.6	13	1,020.799988	13	975.099976	13	17.6	13	6.3	13	8.9	null	20.299999	true	null	null	null	null	false	false	false	false	false	false
12,959	911,690	99,999	1,946	1	25	77	13	70.5	13	1,015.700012	13	1,015.200012	13	99.400002	13	11.1	13	22.9	null	75.400002	true	null	null	null	null	false	false	false	false	false	false
12,960	918,300	99,999	1,946	2	5	83.400002	13	77.300003	13	1,011.200012	13	1,010.599976	13	99.400002	13	5.8	13	8	null	80.199997	true	null	null	0	null	false	false	false	false	false	false
12,961	725,816	99,999	1,946	1	23	36.700001	14	27.6	14	null	null	null	null	34.099998	14	3.2	14	7	null	27.299999	true	null	null	0	null	false	false	false	false	false	false
12,962	702,650	99,999	1,946	11	22	2.4	14	-5.9	14	null	null	null	null	29.799999	14	0	14	null	null	-5.6	true	null	null	0	null	false	false	false	false	false	false
12,963	740,030	99,999	1,946	1	2	36.400002	14	25.6	14	null	null	null	null	29.1	14	2.2	14	4.1	null	25.299999	true	null	null	0	null	false	false	false	false	false	false
12,964	106,580	99,999	1,946	2	16	40.700001	14	35.299999	14	1,032	14	1,001.400024	14	9.2	14	6.9	14	16.9	null	39.400002	true	null	null	0	null	false	false	false	false	false	false
12,965	702,650	99,999	1,946	10	29	30.6	14	29.700001	14	null	null	null	null	1.6	14	17	14	29.9	null	23.4	true	null	null	null	null	false	false	false	false	false	false
12,966	724,285	13,812	1,946	3	6	63.599998	14	49.200001	14	1,014.700012	14	988	14	6.8	14	20.5	14	29.9	null	55.400002	true	null	null	null	null	false	false	false	false	false	false
12,967	106,580	99,999	1,946	7	12	65.699997	14	50.700001	14	1,020.5	14	991.400024	14	14.1	14	2.5	14	8.9	null	50.400002	true	null	null	0	null	false	false	false	false	false	false
12,968	843,900	99,999	1,946	9	28	70.699997	14	59.900002	14	1,011.799988	14	1,001.599976	14	32.700001	14	10	14	14	null	61.299999	true	null	null	0	null	false	false	false	false	false	false
12,969	749,350	99,999	1,946	4	11	60.099998	14	55.099998	14	1,018	14	1,017	14	5.8	14	3.6	14	8.9	null	52.299999	true	null	null	null	null	true	true	true	true	true	true
12,970	590,460	99,999	1,946	7	27	81	14	78.599998	14	998.299988	14	987.700012	14	3	14	3.1	14	8.9	null	78.300003	true	null	null	null	null	true	true	true	true	true	true
12,971	910,660	22,701	1,946	6	16	76.800003	14	67.400002	14	1,018.599976	14	1,017.400024	14	11.5	14	10.3	14	15	null	75.400002	true	null	null	null	null	false	false	false	false	false	false
12,972	656,600	99,999	1,946	11	1	79.199997	14	75.400002	14	1,011.700012	14	1,010.400024	14	6.4	14	2.1	14	8.9	null	72.300003	true	null	null	null	null	false	false	false	false	false	false
12,973	545,110	99,999	1,946	10	20	62.299999	14	53.099998	14	1,023.400024	14	1,015.599976	14	9.7	14	3.3	14	5.1	null	48.400002	true	null	null	0	null	false	false	false	false	false	false
12,974	911,903	22,516	1,946	4	8	74.300003	14	61.799999	14	1,017.900024	14	1,018.900024	14	14.9	14	18	14	25.1	null	69.300003	true	null	null	0	null	false	false	false	false	false	false
12,975	843,900	99,999	1,946	5	10	77	14	61.900002	14	1,011	14	1,000.799988	14	36.200001	14	18	14	22.9	null	70.300003	true	null	null	0	null	false	false	false	false	false	false
12,976	545,110	99,999	1,946	11	1	46.700001	14	18	14	1,035.199951	14	1,027.099976	14	27.700001	14	5.9	14	9.9	null	38.299999	true	null	null	0	null	false	false	false	false	false	false
12,977	722,545	99,999	1,946	11	19	56.5	14	41.099998	14	1,022.799988	14	1,004.400024	14	14.9	14	2.8	14	15.9	null	41.400002	true	null	null	0	null	false	false	false	false	false	false
12,978	656,600	99,999	1,946	8	8	75.599998	14	71.800003	14	1,014.099976	14	1,012.799988	14	5.5	14	4.6	14	8.9	null	72.300003	true	null	null	null	null	false	false	false	false	false	false
12,979	656,600	99,999	1,946	5	17	81.800003	14	76.900002	14	1,011.700012	14	1,010.299988	14	6.2	14	4.4	14	9.9	null	75.400002	true	null	null	null	null	false	false	false	false	false	false
12,980	749,026	99,999	1,946	11	23	77.099998	15	73.800003	15	1,011.5	15	1,008.400024	15	13.7	15	2.8	15	19	null	73.400002	true	null	null	null	null	false	false	false	false	false	false
12,981	999,999	13,755	1,946	7	2	73.699997	15	70.199997	15	1,016	15	1,014.400024	15	9.9	15	11.4	15	18.1	null	70	true	null	null	null	null	false	false	false	false	false	false
12,982	749,026	99,999	1,946	11	4	81	15	78.099998	15	1,009.099976	15	1,006.299988	15	21.9	15	4.2	15	16.9	null	72.300003	true	null	null	null	null	false	false	false	false	false	false
12,983	999,999	93,102	1,946	1	14	30	15	13.5	15	1,023.599976	15	894.099976	15	39.799999	15	3.3	15	6	null	10.9	true	null	null	0	null	false	false	false	false	false	false
12,984	910,660	22,701	1,946	5	13	73.099998	15	67.900002	15	1,015.400024	15	1,014.099976	15	11.8	15	8.5	15	13	null	70.300003	true	null	null	0	null	false	false	false	false	false	false
12,985	71,470	99,999	1,946	2	27	40.099998	15	38.099998	15	1,004.700012	15	983.5	15	3.8	15	9.1	15	13	null	33.400002	true	null	null	null	null	true	true	true	true	true	true
12,986	477,710	99,999	1,946	2	5	42.599998	15	37.599998	15	1,018.099976	15	1,017.900024	15	4	15	0.9	15	6	null	38.299999	true	null	null	null	null	false	false	false	false	false	false
12,987	719,676	99,999	1,946	2	23	19.200001	16	13	16	null	null	null	null	15	16	3.4	16	7	null	12.4	true	null	null	null	null	false	false	false	false	false	false
12,988	999,999	13,017	1,946	9	11	70.599998	16	64.099998	16	1,015.099976	16	1,013.5	16	5.8	16	5	16	10.1	null	62.099998	true	null	null	0	null	true	true	true	true	true	true
12,989	999,999	93,108	1,946	4	15	68.599998	16	46.599998	16	1,014.299988	16	919.400024	16	15.8	16	10.1	16	24.1	null	53.099998	true	null	null	0	null	false	false	false	false	false	false
12,990	999,999	12,849	1,946	7	26	78	16	null	null	1,016.099976	16	1,015.900024	16	9.5	16	4.9	16	12	null	71.099998	true	null	null	null	null	false	false	false	false	false	false
12,991	42,310	99,999	1,946	1	20	6.6	16	-0.5	16	986	16	978.299988	16	16.200001	16	14	16	29.9	null	-9.6	false	null	null	0	7.1	false	false	false	false	false	false
12,992	749,036	99,999	1,946	6	22	81.199997	16	77.400002	16	1,012.700012	16	1,011.900024	16	9.9	16	3.2	16	8.9	null	72.300003	true	null	null	0	null	false	false	false	false	false	false
12,993	999,999	43,205	1,946	8	18	81.400002	16	73.300003	16	1,006.5	16	1,005.099976	16	6.1	16	1.9	16	8.9	null	73	true	null	null	0	null	true	true	true	true	true	true
12,994	42,310	99,999	1,946	1	24	-15	16	-29.700001	16	999.900024	16	992	16	13.5	16	6.9	16	13	null	-21.6	false	null	null	0	7.1	false	false	false	false	false	false
12,995	999,999	13,755	1,946	11	29	52.799999	16	42.400002	16	1,023.5	16	1,021.799988	16	10.4	16	8.5	16	12	null	44.099998	true	null	null	0	null	false	false	false	false	false	false
12,996	710,435	99,999	1,946	11	22	6.1	16	3.7	12	1,022.200012	16	null	null	13.9	14	5.3	16	13	null	1.4	true	null	null	null	null	true	true	true	true	true	true
12,997	999,999	23,196	1,946	1	29	54.200001	17	44.599998	17	1,021.099976	17	1,002	17	8.1	17	8.1	17	12	null	46	true	null	null	0	null	false	false	false	false	false	false
12,998	917,650	61,705	1,946	4	24	80.599998	17	76.400002	17	1,008.700012	17	null	null	11.5	17	2.7	17	8	null	74.300003	true	null	null	null	null	false	false	false	false	false	false
12,999	999,999	93,108	1,946	2	20	53.799999	17	36.599998	17	1,015.200012	17	919	17	15.6	17	10.4	17	18.1	null	46	true	null	null	0	null	false	false	false	false	false	false

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