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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
20,900	722,536	12,911	1,949	10	6	75.900002	24	67.599998	23	1,007.700012	24	981.099976	24	12.5	24	2.5	24	9.9	null	66.400002	true	null	null	null	null	true	true	true	true	true	true
20,901	724,640	93,058	1,949	12	27	33	24	0.1	24	1,021.599976	24	854.900024	24	72.099998	24	5.8	24	11.1	null	19.4	true	null	null	0	null	false	false	false	false	false	false
20,902	999,999	93,837	1,949	6	2	74.599998	24	60.799999	24	1,012.799988	24	1,011.900024	24	11.1	24	13.1	24	19	null	69.099998	true	null	null	0	null	true	true	true	true	true	true
20,903	703,430	25,402	1,949	3	17	35.299999	24	30.1	24	1,010.099976	24	1,008.599976	24	28	24	5.6	24	11.1	null	32	true	null	null	0	null	false	false	false	false	false	false
20,904	723,273	99,999	1,949	3	10	43.099998	24	37.799999	23	1,005.599976	24	986.799988	24	5.6	24	14.9	24	22.9	null	34.299999	true	null	null	null	null	false	false	false	false	false	false
20,905	725,330	14,827	1,949	6	11	71.599998	24	66.199997	24	1,017.599976	24	988.200012	24	9.2	24	4	24	8	null	66.900002	true	null	null	0.43	null	false	false	false	false	false	false
20,906	85,090	99,999	1,949	9	13	67.199997	24	61.299999	24	1,007	24	1,001.099976	24	7.8	24	11.4	24	25.1	null	64.400002	true	null	null	null	null	false	false	false	false	false	false
20,907	999,999	24,121	1,949	5	6	46.700001	24	29	24	1,024.699951	24	851.5	24	24.9	24	7.9	24	21	null	28	true	null	null	0	null	false	false	false	false	false	false
20,908	999,999	24,027	1,949	9	7	61.099998	24	37.700001	24	1,016.099976	24	797.5	24	23.6	24	11.7	24	18.1	null	46.900002	true	null	null	0	null	false	false	false	false	false	false
20,909	722,535	12,909	1,949	9	21	81.599998	24	66.900002	24	1,013.5	24	989.799988	24	13.9	24	10	24	19	null	71.099998	true	null	null	0	null	false	false	false	false	false	false
20,910	999,999	24,232	1,949	10	31	50	24	40.900002	24	1,022	24	1,014.5	24	17.5	24	3.2	24	7	null	37	true	null	null	0	null	false	false	false	false	false	false
20,911	747,340	99,999	1,949	3	14	60.099998	24	18.4	24	1,017.200012	24	873.5	24	33.799999	24	3.6	24	13	null	43.299999	false	null	null	0	null	false	false	false	false	false	false
20,912	749,164	99,999	1,949	2	3	37.700001	24	18.200001	24	1,011.099976	24	847.599976	24	55.900002	24	9	24	18.1	null	22.5	true	null	null	0	null	false	false	false	false	false	false
20,913	788,071	99,999	1,949	7	2	79.800003	24	76.300003	24	1,009.900024	24	1,009	24	10.9	24	4.8	24	9.9	null	76.300003	true	null	null	null	null	false	false	false	false	false	false
20,914	999,999	14,841	1,949	11	14	35.400002	24	33	24	998.099976	24	971.599976	24	5.9	24	9.5	24	17.1	null	32	true	null	null	null	null	false	false	false	false	false	false
20,915	999,999	26,512	1,949	3	19	7.1	24	0.3	24	1,014.099976	24	986.400024	24	55.5	24	0.7	24	4.1	null	-6	true	null	null	0	null	false	false	false	false	false	false
20,916	999,999	23,072	1,949	1	21	27.799999	24	23.799999	24	1,019.299988	24	916.5	24	14.7	24	11.8	24	22.9	null	17.1	true	null	null	0	null	false	false	false	false	false	false
20,917	999,999	13,996	1,949	1	27	24.6	24	21.6	24	1,015.299988	24	982	24	5	24	8.7	24	15.9	null	21	true	null	null	null	null	false	false	false	false	false	false
20,918	789,700	99,999	1,949	11	1	79.400002	24	74.199997	24	1,013.200012	24	1,008.5	24	14.4	24	3.3	24	12	null	75.400002	true	null	null	0	null	false	false	false	false	false	false
20,919	999,999	13,996	1,949	10	8	78.900002	24	67.400002	24	1,007.599976	24	976.599976	24	13.8	24	19	24	26	null	73	true	null	null	0	null	false	false	false	false	false	false
20,920	999,999	13,965	1,949	9	25	62.099998	24	50.299999	24	1,018.5	24	987.5	24	14.9	24	6.2	24	10.1	null	51.099998	true	null	null	0	null	false	false	false	false	false	false
20,921	722,448	99,999	1,949	2	10	48.900002	24	31.200001	24	1,025.599976	24	1,006.799988	24	13.8	24	8.6	24	13	null	34.299999	true	null	null	0	null	false	false	false	false	false	false
20,922	999,999	23,236	1,949	8	16	58.799999	24	51	24	1,018.299988	24	1,009.5	24	18	24	6.5	24	15.9	null	48.900002	true	null	null	0	null	false	false	false	false	false	false
20,923	999,999	12,843	1,949	5	27	75.699997	24	60.5	24	1,015.700012	24	1,014.700012	24	12.2	24	6.8	24	14	null	64.900002	true	null	null	0	null	false	false	false	false	false	false
20,924	110,300	99,999	1,949	5	13	49.400002	24	48.5	24	1,016.799988	24	995.799988	24	6	24	1.2	23	5.1	null	45.299999	true	null	null	null	null	true	true	true	true	true	true
20,925	723,273	99,999	1,949	6	4	78.5	24	66.5	24	1,016.799988	24	998.200012	24	10.1	24	1.9	24	14	null	66.400002	true	null	null	0	null	false	false	false	false	false	false
20,926	999,999	93,992	1,949	9	14	70.699997	24	66.099998	24	1,017.900024	24	1,007.700012	24	14.3	24	6.6	24	10.1	null	64.900002	true	null	null	0	null	false	false	false	false	false	false
20,927	724,040	13,721	1,949	5	19	74.800003	24	61.5	24	1,016.599976	24	1,015	24	7	24	8.9	24	15	null	66	true	null	null	0.47	null	false	false	false	false	false	false
20,928	999,999	23,225	1,949	3	3	29.6	24	29.1	24	1,012.700012	24	832.400024	24	0.2	24	10.9	24	22	null	28	true	null	null	null	null	true	true	true	true	true	true
20,929	999,999	3,810	1,949	2	23	51.099998	24	38.900002	24	1,021.200012	24	978.299988	24	12.9	24	6.8	24	21	null	44.099998	true	null	null	0	null	true	true	true	true	true	true
20,930	727,345	14,847	1,949	2	17	11.9	24	4.5	24	1,021.700012	24	993.400024	24	7.7	24	10.2	24	22	null	3	true	null	null	null	null	false	false	false	false	false	false
20,931	999,999	13,981	1,949	7	22	80.099998	24	71	24	1,015.900024	24	981.5	24	14.5	24	5.2	24	10.1	null	72	true	null	null	0	null	false	false	false	false	false	false
20,932	999,999	23,043	1,949	11	18	49.099998	24	24.700001	24	1,026.599976	24	901.200012	24	39.799999	24	4	24	10.1	null	28.9	true	null	null	0	null	false	false	false	false	false	false
20,933	479,300	99,999	1,949	11	29	70.900002	24	65.800003	24	1,019.299988	24	1,018.700012	24	14.6	24	8.8	24	16.9	null	68.400002	true	null	null	null	null	false	false	false	false	false	false
20,934	999,999	13,978	1,949	3	11	43.700001	24	32.5	24	1,020.900024	24	1,016	24	9.7	24	7.9	24	15.9	null	34	true	null	null	0	null	false	false	false	false	false	false
20,935	999,999	24,152	1,949	4	26	48.900002	24	30.1	24	1,020.299988	24	879	24	14.9	24	3.8	24	8	null	34	true	null	null	0	null	false	false	false	false	false	false
20,936	999,999	13,853	1,949	9	5	79.199997	24	72.699997	24	1,017.400024	24	1,015.700012	24	12.2	24	3.3	24	8	null	73	true	null	null	0	null	false	false	false	false	false	false
20,937	727,937	99,999	1,949	7	12	60.799999	24	52.799999	24	1,020.099976	24	997.700012	24	18.200001	24	6.4	24	9.9	null	51.299999	true	null	null	0	null	true	true	true	true	true	true
20,938	999,999	13,602	1,949	9	29	79.900002	24	75.900002	24	1,019.200012	24	1,017.799988	24	11.5	24	11.7	24	15.9	null	78.099998	true	null	null	0	null	false	false	false	false	false	false
20,939	999,999	23,158	1,949	7	5	94.300003	24	46.900002	24	1,005.5	24	992.099976	24	33.599998	24	9.4	24	18.1	null	79	true	null	null	0	null	false	false	false	false	false	false
20,940	999,999	14,945	1,949	9	29	45.599998	24	32.099998	24	1,023.400024	24	989.5	24	14.7	24	1.6	24	5.1	null	28	true	null	null	0	null	false	false	false	false	false	false
20,941	701,620	26,508	1,949	3	13	-1.4	24	-6.5	24	null	null	1,019.200012	24	14.3	24	1.1	24	4.1	null	-9	true	null	null	null	null	true	true	true	true	true	true
20,942	723,650	23,050	1,949	9	13	65.699997	24	48.099998	24	1,013.299988	24	840.700012	24	48.099998	24	13.1	24	24.1	null	57.900002	true	null	null	null	null	false	false	false	false	false	false
20,943	722,660	13,962	1,949	6	11	75.199997	24	66.699997	24	1,013.200012	24	953.099976	24	22.9	24	9.2	24	15.9	null	64.900002	true	null	null	null	null	false	false	false	false	false	false
20,944	999,999	93,101	1,949	9	11	66.699997	24	56.299999	24	1,010.599976	24	998.200012	24	15.6	24	5.9	24	11.1	null	57.900002	true	null	null	0	null	false	false	false	false	false	false
20,945	999,999	13,956	1,949	7	17	77.199997	24	71.800003	24	1,012.200012	24	1,000.700012	24	12.2	24	6.4	24	13	null	72	true	null	null	null	null	false	false	false	false	false	false
20,946	999,999	24,151	1,949	2	5	18	24	11	24	1,013	24	854.200012	24	16	24	9.6	24	18.1	null	6.1	true	null	null	null	null	false	false	false	false	false	false
20,947	999,999	23,236	1,949	7	16	58.900002	24	53.799999	24	1,013.400024	24	1,004.599976	24	12.7	24	5.5	24	13	null	52	true	null	null	0	null	true	true	true	true	true	true
20,948	723,260	13,891	1,949	6	2	74.5	24	60.099998	24	1,016.5	24	982.099976	24	9.4	24	3.2	24	8.9	null	62.099998	true	null	null	0	null	false	false	false	false	false	false
20,949	999,999	24,255	1,949	1	1	35.700001	24	30.9	24	1,006.599976	24	1,005.400024	24	10.9	24	15.1	24	33	null	30	true	null	null	null	null	false	false	false	false	false	false
20,950	999,999	13,866	1,949	7	17	71.800003	24	69.199997	24	1,013	24	979.099976	24	4.9	24	4	24	8.9	null	69.099998	true	null	null	null	null	true	true	true	true	true	true
20,951	724,550	13,947	1,949	12	24	25.4	24	17.200001	24	1,023.5	24	982.799988	24	14.9	24	13.2	24	28.9	null	13.1	true	null	null	0	null	false	false	false	false	false	false
20,952	722,175	13,860	1,949	12	23	48.5	24	41.900002	24	1,020.5	24	1,010.700012	24	8.4	24	11.3	24	18.1	null	36	true	null	null	null	null	false	false	false	false	false	false
20,953	999,999	25,329	1,949	10	17	32.5	24	27.799999	24	1,032.199951	24	1,027.800049	24	18.6	24	4.7	24	10.1	null	26.1	true	null	null	0	null	false	false	false	false	false	false
20,954	999,999	93,035	1,949	11	4	57.200001	24	26.1	24	1,021.099976	24	858.200012	24	29.799999	24	3	24	8	null	44.099998	true	null	null	0	null	false	false	false	false	false	false
20,955	999,999	13,732	1,949	9	21	56.299999	24	46.299999	24	1,021.400024	24	1,005.200012	24	12.9	24	4.3	24	11.1	null	39.900002	true	null	null	0	null	false	false	false	false	false	false
20,956	722,585	93,901	1,949	7	21	88	24	70.300003	24	1,011.200012	24	994.299988	24	14.9	24	10.9	24	15	null	78.099998	true	null	null	0	null	false	false	false	false	false	false
20,957	478,080	99,999	1,949	3	8	44.799999	24	37.5	24	1,019	24	1,018.200012	24	4.3	24	4.5	24	8	null	40.299999	true	null	null	null	null	false	false	false	false	false	false
20,958	999,999	14,607	1,949	4	1	33.200001	24	24.5	24	1,007.200012	24	983.5	24	29.799999	24	10	24	22.9	null	24.1	true	null	null	0	null	false	false	false	false	false	false
20,959	722,250	13,829	1,949	2	6	53.799999	24	50.400002	24	1,016.799988	24	1,008.700012	24	6.6	24	1.8	24	6	null	48.900002	true	null	null	null	null	true	true	true	true	true	true
20,960	999,999	3,814	1,949	9	15	64.599998	24	56.799999	24	1,018.099976	24	976.299988	24	11.6	24	3.1	24	12	null	52	true	null	null	null	null	false	false	false	false	false	false
20,961	983,270	99,999	1,949	12	17	77.400002	24	67.599998	24	1,012.700012	24	995.299988	24	35.799999	24	4.4	24	14	null	72	true	null	null	null	null	false	false	false	false	false	false
20,962	999,999	14,768	1,949	5	15	55.5	24	43.400002	24	1,023	24	1,002.299988	24	9.8	24	8.8	24	13	null	46	true	null	null	0	null	false	false	false	false	false	false
20,963	722,487	13,935	1,949	2	7	52.599998	24	43.599998	24	1,018.799988	24	1,015.400024	24	11.4	24	5.3	24	12	null	41.400002	true	null	null	0	null	false	false	false	false	false	false
20,964	999,999	26,528	1,949	3	17	20.299999	24	7.8	24	1,012.5	24	999	24	59.700001	24	3.4	24	7	null	3.9	true	null	null	0	null	false	false	false	false	false	false
20,965	999,999	22,514	1,949	7	26	76.599998	24	66.699997	24	1,017.400024	24	1,015.700012	24	14.2	24	14.3	24	22	null	71.099998	true	null	null	0	null	false	false	false	false	false	false
20,966	999,999	24,240	1,949	2	16	42.200001	24	42	24	1,004.400024	24	1,001.299988	24	2.6	24	28.4	24	42.900002	null	35.099998	true	null	null	null	null	true	true	true	true	true	true
20,967	700,860	27,401	1,949	4	29	1.3	24	-3.2	24	1,011.200012	24	1,009.700012	24	22.299999	24	8.3	24	12	null	-4	true	null	null	null	null	false	false	false	false	false	false
20,968	471,100	99,999	1,949	3	22	35	24	23.799999	24	1,023.099976	24	1,020.799988	24	11.4	24	9.3	24	19	null	27.299999	true	null	null	0	null	false	false	false	false	false	false
20,969	478,080	99,999	1,949	8	21	80.199997	24	75.199997	24	1,007.599976	24	1,006.799988	24	9.5	24	6.3	24	12	null	74.300003	true	null	null	null	null	false	false	false	false	false	false
20,970	999,999	24,243	1,949	9	27	65.400002	24	42.5	24	1,016.200012	24	977.900024	24	54.700001	24	8	24	10.1	null	46.900002	true	null	null	0	null	false	false	false	false	false	false
20,971	999,999	13,884	1,949	5	20	76.699997	24	64.300003	24	1,016.099976	24	1,006.400024	24	13.5	24	6	24	13	null	64.900002	true	null	null	0	null	false	false	false	false	false	false
20,972	725,246	14,891	1,949	5	26	50.299999	24	40.200001	24	1,013	24	965.700012	24	11.5	24	11.9	24	17.1	null	42.400002	false	null	null	0.2	null	true	true	true	true	true	true
20,973	999,999	23,052	1,949	11	16	36.5	24	22.5	24	1,026.199951	24	812.200012	24	51.799999	24	4.1	24	6	null	21	true	null	null	0	null	false	false	false	false	false	false
20,974	747,750	13,846	1,949	4	25	73.900002	24	57.900002	24	1,020.299988	24	1,019.599976	24	9.6	24	7.7	24	22.9	null	64.400002	true	null	null	0	null	false	false	false	false	false	false
20,975	34,820	99,999	1,949	9	20	56	24	51	24	1,019.599976	24	1,016.900024	24	5.1	24	6.5	24	15.9	null	45.299999	true	null	null	0	null	true	true	true	true	true	true
20,976	999,999	13,746	1,949	9	22	66.300003	24	58.200001	24	1,017.400024	24	1,013	24	9	24	4.5	24	12	null	54	true	null	null	0	null	true	true	true	true	true	true
20,977	999,999	24,153	1,949	10	9	34.799999	24	28.4	24	1,015.599976	24	902	24	24	24	3.8	24	10.1	null	24.1	true	null	null	0	null	true	true	true	true	true	true
20,978	723,656	23,049	1,949	6	2	61.599998	24	24.700001	24	1,008.400024	24	805.400024	24	39.799999	24	12.5	24	21	null	45	true	null	null	0	null	false	false	false	false	false	false
20,979	999,999	23,067	1,949	11	13	47.200001	24	26.1	24	1,023.900024	24	878.5	24	14.9	24	4.8	24	10.1	null	30	true	null	null	0	null	false	false	false	false	false	false
20,980	727,450	14,913	1,949	9	4	58.299999	24	53.400002	24	1,010.200012	24	959.400024	24	14.7	24	7.3	24	13	null	50.400002	false	null	null	0.01	null	false	false	false	false	false	false
20,981	725,090	14,739	1,949	6	3	67.099998	24	42.700001	24	1,024.099976	24	1,023	24	14.2	24	12.2	24	22.9	null	55.900002	true	null	null	0	null	false	false	false	false	false	false
20,982	999,999	93,846	1,949	5	12	60.099998	24	49.400002	24	1,018.599976	24	990.700012	24	10.3	24	7.5	24	13	null	48	true	null	null	0	null	false	false	false	false	false	false
20,983	999,999	94,704	1,949	5	30	51.099998	24	35	24	1,020	24	994.5	24	11.5	24	5.5	24	11.1	null	35.099998	true	null	null	0	null	false	false	false	false	false	false
20,984	999,999	24,219	1,949	11	10	45.900002	24	40.900002	24	999.099976	24	991.400024	24	21.700001	24	3.1	24	8	null	39.900002	true	null	null	null	null	false	false	false	false	false	false
20,985	726,625	24,006	1,949	5	25	61.700001	24	41	24	1,016.5	24	905.5	24	29	24	9.7	24	20	null	45	true	null	null	0	null	false	false	false	false	false	false
20,986	999,999	23,052	1,949	8	17	65.699997	24	55.5	24	1,015.900024	24	810.700012	24	41.400002	24	6.5	24	15.9	null	55	true	null	null	null	null	false	false	false	false	false	false
20,987	999,999	23,244	1,949	6	7	64	24	54.799999	24	1,012.400024	24	1,011.599976	24	7.7	24	8.2	24	15.9	null	57.900002	true	null	null	0	null	false	false	false	false	false	false
20,988	723,260	13,891	1,949	4	13	57.299999	24	53.799999	24	1,001.900024	24	967.200012	24	8.1	24	11.7	24	21	null	51.099998	true	null	null	null	null	true	true	true	true	true	true
20,989	727,855	24,114	1,949	3	23	41.5	24	29.5	24	1,007.200012	24	920.599976	24	24	24	4	24	8	null	33.099998	true	null	null	0	null	false	false	false	false	false	false
20,990	999,999	23,230	1,949	12	13	40.299999	24	26.299999	24	1,028.5	24	1,028.199951	24	11.2	24	2.1	24	6	null	32	true	null	null	0	null	false	false	false	false	false	false
20,991	999,999	93,042	1,949	7	17	80	24	62.700001	24	1,006.599976	24	874.900024	24	14.9	24	7.7	24	14	null	66	true	null	null	0	null	false	false	false	false	false	false
20,992	725,246	14,891	1,949	3	31	51.900002	24	50	24	1,005.099976	24	958.200012	24	3.9	24	9.3	24	17.1	null	36.299999	false	null	null	0.24	null	true	true	true	true	true	true
20,993	723,510	13,966	1,949	6	20	86.199997	24	65.199997	24	1,010.900024	24	975.599976	24	14.9	24	9.7	24	15	null	73.400002	true	null	null	0	null	false	false	false	false	false	false
20,994	722,688	93,034	1,949	3	15	42.900002	24	31.9	24	1,021.200012	24	894.599976	24	12.8	24	12.6	24	20	null	34	true	null	null	0	null	false	false	false	false	false	false
20,995	999,999	24,031	1,949	2	16	22.299999	24	15.9	24	1,021.299988	24	796.5	24	18.200001	24	37	24	50.099998	null	16	true	null	null	0	null	false	false	false	false	false	false
20,996	713,953	99,999	1,949	9	2	68.900002	24	65.800003	23	1,023.099976	24	1,020	24	8.5	24	7.4	24	22	null	65.300003	true	null	null	null	null	true	true	true	true	true	true
20,997	999,999	93,992	1,949	10	5	67.199997	24	66.099998	24	1,005.400024	24	995.299988	24	3.6	24	12.2	24	28	null	64	true	null	null	null	null	true	true	true	true	true	true
20,998	108,690	99,999	1,949	7	23	62.400002	24	54.099998	24	1,018.099976	24	963.799988	24	7	24	4.1	24	8.9	null	54.299999	true	null	null	null	null	false	false	false	false	false	false
20,999	724,640	93,058	1,949	9	28	60	24	35.200001	24	1,019.900024	24	858.700012	24	49.700001	24	3.8	24	8.9	null	43.299999	true	null	null	0	null	false	false	false	false	false	false

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