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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
16,400	727,450	14,913	1,948	9	23	48.400002	24	39.5	24	1,019.099976	24	967.099976	24	14.9	24	10.7	24	15.9	null	38.299999	false	null	null	0	null	false	false	false	false	false	false
16,401	722,745	23,109	1,948	4	25	64	24	23.6	24	1,013.299988	24	923.900024	24	42.5	24	9	24	20	null	50.400002	true	null	null	0	null	false	false	false	false	false	false
16,402	725,196	14,717	1,948	4	26	55.299999	24	33.900002	24	1,018.099976	24	1,000.5	24	14.9	24	2.7	24	12	null	39.900002	false	null	null	0	null	false	false	false	false	false	false
16,403	718,070	99,999	1,948	10	7	46.5	24	43.200001	24	1,014.599976	24	1,012.700012	24	8.7	24	23.299999	24	28.9	null	43.299999	true	null	null	0	null	false	false	false	false	false	false
16,404	404,160	99,999	1,948	2	25	64.099998	24	51.5	24	1,020	24	1,017.200012	24	17.6	24	11.2	24	18.1	null	56.299999	true	null	null	null	null	false	false	false	false	false	false
16,405	724,956	23,211	1,948	8	15	65.900002	24	50.799999	24	1,015.700012	24	1,015.700012	24	15.7	24	5.4	24	15.9	null	53.400002	true	null	null	0	null	false	false	false	false	false	false
16,406	719,060	99,999	1,948	7	14	53.099998	24	47.5	24	1,006.900024	24	1,002.799988	24	29.799999	24	8.3	24	15	null	47.299999	true	null	null	0	null	false	false	false	false	false	false
16,407	42,700	99,999	1,948	5	23	45.900002	24	42.799999	24	1,035.599976	24	1,032.199951	24	12.8	24	3	24	8.9	null	40.299999	true	null	null	null	null	true	true	true	true	true	true
16,408	999,999	24,017	1,948	12	28	20.9	24	16.700001	24	1,013.599976	24	894	24	17.6	24	10.3	24	25.1	null	12	true	null	null	0	null	false	false	false	false	false	false
16,409	749,164	99,999	1,948	11	22	35.599998	24	15.1	24	1,019.5	24	854	24	57.200001	24	10.9	24	15.9	null	24.4	true	null	null	0	null	false	false	false	false	false	false
16,410	999,999	23,230	1,948	6	8	58.700001	24	52.200001	24	1,013.700012	24	1,013.400024	24	10.7	24	8.5	24	17.1	null	55	true	null	null	0	null	false	false	false	false	false	false
16,411	722,595	13,911	1,948	11	20	48.5	24	23.1	24	1,011.400024	24	989.400024	24	8.2	24	8	24	22	null	33.099998	true	null	null	0	null	false	false	false	false	false	false
16,412	722,657	23,041	1,948	12	15	59.5	24	53.900002	24	1,011.299988	24	923.400024	24	10.4	24	8.3	24	17.1	null	52	true	null	null	0	null	true	true	true	true	true	true
16,413	999,999	93,987	1,948	9	16	77.199997	24	64.199997	24	1,018.5	24	1,007.299988	24	10	24	6.6	24	12	null	69.099998	true	null	null	0	null	false	false	false	false	false	false
16,414	999,999	14,768	1,948	3	12	10.9	24	3.7	24	1,028.800049	24	1,007.099976	24	7.8	24	9.2	24	17.1	null	0	true	null	null	null	null	true	true	true	true	true	true
16,415	702,923	26,440	1,948	4	19	9	24	-6	23	1,026.5	24	966.299988	24	29.799999	24	2.5	24	7	null	-11.9	true	null	null	0	null	false	false	false	false	false	false
16,416	107,380	99,999	1,948	9	3	61.400002	24	55.799999	24	1,006.799988	24	960.200012	24	7.1	24	3.5	24	9.9	null	49.299999	false	null	null	0.43	null	true	true	true	true	true	true
16,417	718,150	99,999	1,948	11	11	51.599998	24	47.099998	24	1,009.099976	24	1,007.400024	24	11.6	24	11.3	24	25.1	null	44.400002	true	null	null	null	null	true	true	true	true	true	true
16,418	747,320	99,999	1,948	2	16	44.099998	24	30.700001	24	1,024.099976	24	883.5	24	47.200001	24	3.3	24	8.9	null	27.299999	true	null	null	0	null	false	false	false	false	false	false
16,419	702,720	99,999	1,948	11	14	14.3	24	10.4	24	995.799988	24	988.400024	24	24.200001	24	3.5	24	8.9	null	5.4	true	null	null	0	null	false	false	false	false	false	false
16,420	722,660	13,962	1,948	2	19	66.199997	24	50.700001	24	1,010.099976	24	949.599976	24	24.1	24	14.3	24	29.9	null	56.299999	true	null	null	0	null	false	false	false	false	false	false
16,421	475,910	99,999	1,948	6	13	71.400002	24	68	24	1,000.599976	24	1,000.599976	24	5.9	24	8	24	13	null	68.400002	true	null	null	0	null	true	true	true	true	true	true
16,422	999,999	24,126	1,948	11	4	36.299999	24	26	24	1,016.400024	24	863.599976	24	21.6	24	11.2	24	22	null	30.9	true	null	null	null	null	false	false	false	false	false	false
16,423	723,060	13,722	1,948	6	15	75.800003	24	70.199997	24	1,014	24	998.400024	24	8.3	24	5.2	24	11.1	null	67.300003	true	null	null	null	null	true	true	true	true	true	true
16,424	999,999	24,140	1,948	2	16	28.700001	24	19.799999	24	1,020.5	24	842.5	24	28	24	8.2	24	15.9	null	17.1	true	null	null	0	null	false	false	false	false	false	false
16,425	999,999	93,819	1,948	3	2	39.900002	24	35.599998	24	1,008.799988	24	979	24	4.8	24	12	24	19	null	33.099998	true	null	null	null	null	true	true	true	true	true	true
16,426	999,999	23,066	1,948	8	22	65.800003	24	58.200001	24	1,015.799988	24	855.099976	24	45.200001	24	5.9	24	22	null	60.099998	true	null	null	null	null	false	false	false	false	false	false
16,427	999,999	23,167	1,948	5	3	62.700001	24	47.099998	24	1,019.900024	24	1,009.400024	24	24	24	6.3	24	15.9	null	50	true	null	null	0	null	false	false	false	false	false	false
16,428	999,999	14,788	1,948	2	20	43.400002	24	36.599998	23	1,014	24	1,013.200012	24	9.5	24	13	24	22	null	33.099998	true	null	null	null	null	false	false	false	false	false	false
16,429	727,345	14,847	1,948	10	12	44.599998	24	43.299999	24	1,004.900024	24	978.099976	24	4.8	24	8.5	24	17.1	null	42.099998	true	null	null	null	null	true	true	true	true	true	true
16,430	722,051	12,841	1,948	9	4	82.099998	24	72.800003	24	1,014	24	1,009.900024	24	13.5	24	9.9	24	14	null	75.900002	true	null	null	null	null	false	false	false	false	false	false
16,431	724,338	13,802	1,948	4	12	48.5	24	45	24	1,011.799988	24	995.5	24	7	24	11.7	24	19	null	45	true	null	null	null	null	true	true	true	true	true	true
16,432	789,480	99,999	1,948	11	9	82.300003	24	74.900002	24	1,010.5	24	1,009.5	24	12.1	24	8.4	24	13	null	76.300003	true	null	null	null	null	false	false	false	false	false	false
16,433	725,377	14,804	1,948	5	19	50.799999	24	38.900002	24	1,025.900024	24	1,003.900024	24	14.9	24	9.5	24	13	null	40.299999	true	null	null	0	null	false	false	false	false	false	false
16,434	999,999	24,230	1,948	11	8	28.6	24	18.799999	24	1,036.400024	24	923.799988	24	43.5	24	3.4	24	5.1	null	16	true	null	null	0	null	false	false	false	false	false	false
16,435	724,461	13,988	1,948	12	7	33.099998	24	18.799999	24	1,015.400024	24	987.299988	24	11.3	24	6.3	24	12	null	26.1	true	null	null	0	null	false	false	false	false	false	false
16,436	999,999	23,183	1,948	6	20	82.199997	24	26.299999	24	1,007.700012	24	969.700012	24	24.6	24	4.7	24	12	null	62.099998	true	null	null	0	null	false	false	false	false	false	false
16,437	999,999	13,996	1,948	11	25	46	24	35	24	1,002.5	24	970.400024	24	11.1	24	7.6	24	15.9	null	42.099998	true	null	null	0	null	false	false	false	false	false	false
16,438	722,670	23,042	1,948	10	21	57.900002	24	52.900002	24	1,020.5	24	908.700012	24	11.7	24	7.1	24	15.9	null	53.099998	true	null	null	0	null	false	false	false	false	false	false
16,439	725,310	14,806	1,948	7	21	78.300003	24	72.599998	24	1,007.400024	24	981.200012	24	8.8	24	11.5	24	21	null	71.199997	true	null	null	null	null	true	true	true	true	true	true
16,440	725,250	14,852	1,948	5	5	53.5	24	44.200001	24	1,008.799988	24	966.299988	24	13	24	13.8	24	21	null	44.099998	true	null	null	null	null	false	false	false	false	false	false
16,441	999,999	13,972	1,948	9	11	70.599998	24	55.299999	24	1,017.400024	24	999.099976	24	12	24	8.3	24	14	null	60.099998	true	null	null	0	null	false	false	false	false	false	false
16,442	999,999	13,882	1,948	2	18	52.299999	24	41.799999	24	1,023.799988	24	998.700012	24	6	24	2.8	24	8.9	null	34	true	null	null	0	null	true	true	true	true	true	true
16,443	725,330	14,827	1,948	2	14	27.4	24	24	24	1,008.900024	24	977.900024	24	6	24	12.4	24	17.1	null	18.299999	false	null	null	0.04	null	true	true	true	true	true	true
16,444	42,700	99,999	1,948	6	13	58.599998	24	40.200001	24	1,009.200012	24	1,005.799988	24	29.799999	24	19.799999	24	23.9	null	56.299999	true	null	null	0	null	false	false	false	false	false	false
16,445	999,999	14,732	1,948	11	4	61.099998	24	58.799999	24	1,017.099976	24	1,015.200012	24	5.2	24	11.4	24	15.9	null	55.900002	true	null	null	null	null	true	true	true	true	true	true
16,446	999,999	24,143	1,948	6	1	66.5	24	51.700001	24	1,014	24	889.200012	24	55.5	24	6.8	24	15	null	55	true	null	null	0	null	false	false	false	false	false	false
16,447	722,866	23,122	1,948	9	24	64.300003	24	54	24	1,008.799988	24	970.200012	24	6.8	24	5.2	24	9.9	null	59.400002	true	null	null	null	null	false	false	false	false	false	false
16,448	999,999	13,754	1,948	7	4	79.699997	24	67.5	24	1,019.700012	24	1,018	24	8.3	24	7.2	24	13	null	72	true	null	null	null	null	false	false	false	false	false	false
16,449	749,132	99,999	1,948	7	16	51.5	24	41.900002	24	1,007.700012	24	1,000.200012	24	24.4	24	17.700001	24	34	null	43.299999	true	null	null	null	null	false	false	false	false	false	false
16,450	725,640	24,018	1,948	12	17	20.200001	24	7.6	24	1,020.599976	24	808.099976	24	46.799999	24	4.6	24	10.1	null	9	true	null	null	0	null	false	false	false	false	false	false
16,451	999,999	24,023	1,948	4	11	49.299999	24	30.6	24	1,002.900024	24	906.400024	24	13.7	24	11	24	30.1	null	39	true	null	null	0	null	false	false	false	false	false	false
16,452	727,755	24,112	1,948	10	20	50.299999	24	26.200001	24	1,020.599976	24	null	null	59.700001	24	7.2	24	11.1	null	34	true	null	null	0	null	false	false	false	false	false	false
16,453	999,999	13,741	1,948	12	1	39.200001	24	30.6	24	1,026.800049	24	983.400024	24	11	24	4.1	24	10.1	null	27	true	null	null	0	null	true	true	true	true	true	true
16,454	999,999	14,768	1,948	3	23	41.799999	24	35.799999	24	1,013.299988	24	992.700012	24	6.2	24	6.5	24	13	null	37.900002	true	null	null	0	null	false	false	false	false	false	false
16,455	999,999	24,040	1,948	2	26	37.799999	24	29.299999	24	1,011.099976	24	908.400024	24	41.799999	24	5.5	24	10.1	null	30	true	null	null	null	null	false	false	false	false	false	false
16,456	999,999	14,761	1,948	5	10	69.5	24	47.5	24	1,016.400024	24	949.200012	24	13.8	24	15.9	24	26	null	64	true	null	null	null	null	false	false	false	false	false	false
16,457	722,597	93,985	1,948	8	18	84.699997	24	58.700001	24	1,014.799988	24	981	24	24.9	24	6.8	24	12	null	66.900002	true	null	null	0	null	false	false	false	false	false	false
16,458	999,999	93,818	1,948	4	17	52.5	24	36.700001	24	1,025.300049	24	1,004.599976	24	14.1	24	5.8	24	12	null	37.900002	true	null	null	0	null	false	false	false	false	false	false
16,459	722,250	13,829	1,948	4	20	66.199997	24	null	null	1,024.599976	24	1,016.799988	24	10.5	24	2	24	7	null	50.400002	true	null	null	0	null	true	true	true	true	true	true
16,460	479,810	99,999	1,948	8	13	80.800003	24	75.400002	24	999.700012	24	987.799988	24	28	24	5.4	24	9.9	null	78.300003	true	null	null	null	null	false	false	false	false	false	false
16,461	999,999	13,869	1,948	12	19	54.5	24	52.299999	24	1,008.400024	24	1,001.5	24	6.7	24	6.4	24	15	null	50	true	null	null	null	null	true	true	true	true	true	true
16,462	999,999	24,150	1,948	11	15	43.700001	24	28.9	24	1,006.599976	24	850.099976	24	21.799999	24	22.9	24	42	null	32	true	null	null	null	null	false	false	false	false	false	false
16,463	999,999	13,982	1,948	12	6	31.299999	24	21.1	24	1,010.400024	24	981.599976	24	12.6	24	9.5	24	17.1	null	24.1	true	null	null	0	null	false	false	false	false	false	false
16,464	747,880	12,810	1,948	2	16	68.300003	24	64.800003	24	1,027.699951	24	1,027.300049	24	8.4	24	8	24	9.9	null	59.900002	true	null	null	0	null	false	false	false	false	false	false
16,465	999,999	14,927	1,948	10	12	52.799999	24	43.400002	24	1,013.900024	24	987.5	24	6.7	24	7.2	24	13	null	46.900002	true	null	null	0	null	false	false	false	false	false	false
16,466	722,070	3,822	1,948	5	9	68.800003	24	55.299999	24	1,021.299988	24	1,019.599976	24	11.7	24	6	24	15.9	null	56.299999	true	null	null	0	null	false	false	false	false	false	false
16,467	999,999	14,925	1,948	5	23	62.900002	24	42.099998	24	1,014.099976	24	977.400024	24	14.9	24	9.3	24	17.1	null	52	true	null	null	0	null	false	false	false	false	false	false
16,468	722,270	13,864	1,948	11	19	65.599998	24	64.099998	24	1,010.200012	24	974.5	24	5.6	24	11.9	24	21	null	61.299999	true	null	null	null	null	true	true	true	true	true	true
16,469	723,965	93,209	1,948	11	24	48.700001	24	25.200001	24	1,017.099976	24	987.400024	24	19.9	24	3.7	24	14	null	30.4	true	null	null	0	null	false	false	false	false	false	false
16,470	725,180	14,735	1,948	5	6	54.599998	24	35.799999	24	1,015.5	24	1,004.700012	24	21.4	24	3.9	24	8.9	null	35.400002	false	null	null	0	null	true	true	true	true	true	true
16,471	999,999	11,621	1,948	1	6	79.300003	24	67.400002	24	1,014.700012	24	1,012.299988	23	11.1	24	4.6	24	17.1	null	72	true	null	null	0	null	false	false	false	false	false	false
16,472	722,180	3,820	1,948	4	18	63.5	24	39.799999	24	1,026	24	1,010.599976	24	12.9	24	8.9	24	15.9	null	50.400002	true	null	null	0	null	false	false	false	false	false	false
16,473	785,140	99,999	1,948	1	29	74.599998	24	null	null	1,017	24	1,008.900024	24	13.8	24	10.9	24	20	null	69.300003	true	null	null	0	null	false	false	false	false	false	false
16,474	749,113	99,999	1,948	11	23	29.299999	24	25.4	24	1,012.700012	24	969.5	24	9.6	24	7.3	24	14	null	20.299999	true	null	null	null	null	false	false	false	false	false	false
16,475	999,999	24,133	1,948	3	18	33.700001	24	24.9	24	1,007	24	863.400024	24	25.5	24	10	24	17.1	null	26.1	true	null	null	null	null	false	false	false	false	false	false
16,476	722,119	99,999	1,948	2	6	67.599998	24	57.900002	24	1,020.5	24	1,014.400024	24	7.2	24	5.5	24	15.9	null	56.299999	true	null	null	0	null	false	false	false	false	false	false
16,477	723,555	99,999	1,948	3	29	57.099998	24	31.5	24	1,011.099976	24	979.900024	24	14.7	24	11.3	24	22	null	43.299999	true	null	null	0	null	false	false	false	false	false	false
16,478	725,280	14,733	1,948	2	19	47.599998	24	34.700001	24	1,008.700012	24	982.599976	24	6.4	24	16.9	24	31.1	null	30.9	true	null	null	0	null	false	false	false	false	false	false
16,479	999,999	14,821	1,948	7	25	70.900002	24	58	24	1,017.299988	24	987.599976	24	8.4	24	5.5	24	14	null	59	true	null	null	0	null	false	false	false	false	false	false
16,480	999,999	14,942	1,948	8	20	83.300003	24	69.599998	24	1,009	24	974.599976	24	9.2	24	10.8	24	15	null	75	true	null	null	0	null	false	false	false	false	false	false
16,481	724,338	13,802	1,948	6	5	80	24	64.800003	24	1,007.299988	24	991.599976	24	8.5	24	6.7	24	9.9	null	66.900002	true	null	null	null	null	false	false	false	false	false	false
16,482	999,999	14,840	1,948	11	22	38.400002	24	32.799999	24	1,013.200012	24	989.700012	24	9.9	24	7	24	13	null	34	true	null	null	null	null	false	false	false	false	false	false
16,483	999,999	24,255	1,948	3	16	42	24	36.200001	24	1,011.599976	24	1,010.599976	24	11.9	24	5.2	24	13	null	32	true	null	null	null	null	true	true	true	true	true	true
16,484	999,999	24,227	1,948	10	12	46.799999	24	43.700001	24	1,019.700012	24	1,012.299988	24	8.1	24	3.6	24	8	null	37.900002	true	null	null	0	null	true	true	true	true	true	true
16,485	702,910	26,412	1,948	5	28	56.5	24	36.799999	24	1,009.799988	24	947.200012	23	39.799999	24	3.4	24	9.9	null	42.400002	true	null	null	0	null	false	false	false	false	false	false
16,486	999,999	24,149	1,948	4	27	42.099998	24	32.200001	24	1,014	24	961.700012	24	29.799999	24	4.5	24	8	null	30.9	true	null	null	null	null	false	false	false	false	false	false
16,487	724,338	13,802	1,948	8	21	76.699997	24	64.699997	24	1,015.400024	24	999.5	24	10.8	24	4.2	24	13	null	64	true	null	null	0	null	false	false	false	false	false	false
16,488	999,999	93,819	1,948	12	12	49.799999	24	42.599998	24	1,011.099976	24	981.5	24	11.1	24	13.4	24	21	null	41	true	null	null	null	null	false	false	false	false	false	false
16,489	999,999	14,829	1,948	12	23	25.200001	24	20.1	24	1,028.599976	24	996.900024	24	8	24	9.1	24	15.9	null	23	true	null	null	0	null	false	false	false	false	false	false
16,490	725,250	14,852	1,948	11	23	35.200001	24	33	24	1,013.799988	24	970.299988	24	3.9	24	8.3	24	15.9	null	33.099998	true	null	null	null	null	true	true	true	true	true	true
16,491	999,999	14,841	1,948	4	12	36.400002	24	23.6	24	1,012.900024	24	986.299988	24	13.3	24	11.4	24	24.1	null	25	true	null	null	0	null	false	false	false	false	false	false
16,492	703,160	25,624	1,948	7	18	49.200001	24	47.400002	24	1,007.200012	24	1,003.400024	24	4.5	24	16.799999	24	22	null	47.299999	true	null	null	null	null	true	true	true	true	true	true
16,493	999,999	13,896	1,948	12	14	64.400002	24	62.700001	24	1,020.700012	24	1,000.299988	24	8.2	24	7.1	24	11.1	null	61	true	null	null	0	null	true	true	true	true	true	true
16,494	722,255	93,842	1,948	2	2	38.200001	24	31.299999	24	1,026.599976	24	1,012	24	3.9	24	4	24	8	null	33.099998	true	null	null	0	null	false	false	false	false	false	false
16,495	724,338	13,802	1,948	9	13	73.599998	24	62.900002	24	1,020.099976	24	1,004.200012	24	10.5	24	2	24	7	null	59.900002	true	null	null	0	null	false	false	false	false	false	false
16,496	724,663	99,999	1,948	1	3	43.5	24	26	24	1,013.5	24	806.900024	24	14.9	24	11	24	22	null	32.400002	true	null	null	0	null	false	false	false	false	false	false
16,497	999,999	24,153	1,948	10	18	35.900002	24	21.299999	24	1,026.099976	24	911.099976	24	29.799999	24	1.5	24	2.9	null	18	true	null	null	0	null	false	false	false	false	false	false
16,498	999,999	24,121	1,948	1	4	39.5	24	30.5	24	1,019.200012	24	845.700012	24	21.1	24	9.9	24	25.1	null	32	true	null	null	0	null	false	false	false	false	false	false
16,499	471,100	99,999	1,948	4	11	50.900002	24	36	24	1,024	24	1,021.599976	24	10.2	24	3.2	24	8.9	null	44.400002	true	null	null	0	null	false	false	false	false	false	false

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