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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
12,500	999,999	14,933	1,945	9	27	59.5	24	58.799999	24	1,018.299988	24	983.5	24	1.9	24	7.9	24	17.1	null	54	true	null	null	null	null	true	true	true	true	true	true
12,501	783,670	11,706	1,945	11	22	77.099998	24	70.099998	24	1,014.5	24	1,010.700012	24	19.9	24	7	24	12	null	70.300003	false	null	null	0	null	false	false	false	false	false	false
12,502	999,999	14,752	1,945	3	28	58.400002	24	47.700001	24	1,018.599976	24	1,017.900024	24	24.299999	24	5.9	23	17.1	null	42.099998	true	null	null	0	null	true	true	true	true	true	true
12,503	703,430	25,402	1,945	5	4	30.799999	24	25.4	24	1,015.400024	24	1,013.700012	24	14.6	24	14.8	24	29.9	null	24.4	true	null	null	null	null	false	false	false	false	false	false
12,504	999,999	13,725	1,945	8	30	81.800003	24	70.900002	24	1,020.200012	24	1,019.599976	24	5.3	24	7	24	12	null	73	true	null	null	0	null	false	false	false	false	false	false
12,505	725,335	99,999	1,945	4	17	49.299999	24	37	24	1,009.5	24	980.200012	24	52.700001	24	22.200001	24	34	null	42.400002	true	null	null	null	null	false	false	false	false	false	false
12,506	999,999	14,933	1,945	12	5	30.4	24	20.299999	24	1,017.299988	24	981.200012	24	8.4	24	8.2	24	13	null	23	true	null	null	0	null	true	true	true	true	true	true
12,507	999,999	93,907	1,945	10	17	57.799999	24	46.599998	24	1,017.799988	24	1,015.099976	24	9.9	24	6.4	24	12	null	44.099998	true	null	null	0	null	false	false	false	false	false	false
12,508	999,999	93,901	1,945	6	26	89.199997	24	71.5	24	1,010.700012	24	994.099976	24	12.5	24	5.6	24	11.1	null	81	true	null	null	0	null	false	false	false	false	false	false
12,509	722,486	13,942	1,945	11	17	68	24	56.200001	24	1,019.299988	24	1,016.299988	24	11.6	24	7.4	24	12	null	61.299999	true	null	null	0	null	false	false	false	false	false	false
12,510	999,999	14,830	1,945	6	22	65.5	24	51.799999	24	1,019.900024	24	994.799988	24	95.599998	24	6.3	24	15	null	50	true	null	null	0	null	false	false	false	false	false	false
12,511	783,670	11,706	1,945	12	28	76.199997	24	69.599998	24	1,013.900024	24	1,010.099976	24	19.9	24	5.4	24	10.1	null	69.400002	false	null	null	0	null	false	false	false	false	false	false
12,512	749,054	99,999	1,945	6	17	79.300003	24	69.199997	24	1,019.299988	24	null	null	29.4	24	4	24	13	null	69.300003	true	null	null	null	null	false	false	false	false	false	false
12,513	916,800	99,999	1,945	8	21	76.400002	24	63.299999	24	1,012.099976	24	null	null	99.400002	24	9.2	24	15.9	null	67.300003	true	null	null	0	null	false	false	false	false	false	false
12,514	726,625	24,006	1,945	4	15	38.700001	24	22.799999	24	1,016.799988	24	null	null	99.400002	24	8.9	24	18.1	null	26.4	true	null	null	0	null	false	false	false	false	false	false
12,515	749,093	99,999	1,945	4	13	65.800003	24	54.900002	24	1,007.700012	24	null	null	87.900002	24	8.1	24	19	null	51.299999	true	null	null	0	null	false	false	false	false	false	false
12,516	999,999	14,792	1,945	6	28	75.199997	24	61	24	1,012.799988	24	1,005.900024	24	11.2	24	4.1	24	6	null	61	true	null	null	0	null	false	false	false	false	false	false
12,517	701,160	26,618	1,945	5	14	12.8	24	3.6	24	1,011.599976	24	null	null	31.700001	24	7.5	24	11.1	null	-1.7	true	null	null	0	null	false	false	false	false	false	false
12,518	702,910	26,412	1,945	5	27	60.200001	24	40.799999	24	1,022.200012	24	null	null	37.700001	24	5.9	24	14	null	49.299999	true	null	null	null	null	false	false	false	false	false	false
12,519	784,840	99,999	1,945	7	14	78.800003	24	73.900002	24	1,015.700012	24	null	null	36.700001	24	5	24	14	null	74.300003	true	null	null	null	null	false	false	false	false	false	false
12,520	747,810	99,999	1,945	8	16	79.199997	24	74	24	1,014.299988	24	null	null	8.2	24	6	24	15.9	null	74.300003	true	null	null	null	null	true	true	true	true	true	true
12,521	162,980	99,999	1,945	2	11	47.5	24	44.599998	24	1,015.799988	24	null	null	12.4	24	4.6	24	15	null	42.400002	true	null	null	null	null	true	true	true	true	true	true
12,522	999,999	12,850	1,945	11	5	66.900002	24	57	24	1,016.900024	24	null	null	9.4	24	20.799999	24	30.1	null	61	true	null	null	0	null	false	false	false	false	false	false
12,523	722,735	93,026	1,945	9	9	73.5	24	61.299999	24	1,013.200012	24	null	null	27.299999	24	5.6	24	26	null	65.300003	true	null	null	null	null	false	false	false	false	false	false
12,524	710,450	99,999	1,945	1	31	6.8	24	3.9	24	1,026.800049	24	null	null	5.3	24	0.9	24	4.1	null	3.4	true	null	null	0.02	null	true	true	true	true	true	true
12,525	726,510	14,944	1,945	10	16	58.400002	24	45.200001	24	1,012.700012	24	null	null	8.6	24	8.1	24	11.1	null	43.299999	true	null	null	0	null	false	false	false	false	false	false
12,526	724,585	93,997	1,945	8	3	83.900002	24	67.5	24	1,012.200012	24	null	null	14.1	24	8.3	24	12	null	72.300003	true	null	null	null	null	false	false	false	false	false	false
12,527	749,183	99,999	1,945	9	11	61.900002	24	40.400002	24	1,015.799988	24	null	null	37.299999	24	12.7	24	28.9	null	53.400002	true	null	null	null	null	false	false	false	false	false	false
12,528	423,390	99,999	1,945	5	23	96	24	63.299999	24	998.799988	24	null	null	8	24	9.1	24	15	null	84	false	null	null	0	null	false	false	false	false	false	false
12,529	999,999	23,244	1,945	6	3	61.5	24	54.900002	24	1,013.700012	24	1,012.799988	24	95.5	24	5.7	24	15.9	null	55	true	null	null	null	null	false	false	false	false	false	false
12,530	726,196	14,610	1,945	6	7	61.200001	24	44.900002	24	1,020.700012	24	null	null	17.6	24	8.9	24	14	null	48.400002	true	null	null	0	null	false	false	false	false	false	false
12,531	725,755	24,101	1,945	7	31	77.199997	24	51.099998	24	1,014.900024	24	null	null	32.900002	24	11.3	24	22	null	64.400002	true	null	null	0	null	false	false	false	false	false	false
12,532	725,190	14,771	1,945	9	10	76.400002	24	67	24	1,011.799988	24	997.099976	24	6.5	24	5.9	24	11.1	null	68	true	null	null	0	null	true	true	true	true	true	true
12,533	999,999	14,933	1,945	12	31	14.8	24	9.4	24	1,018.900024	24	982.200012	24	8.5	24	13.9	24	22	null	12	true	null	null	null	null	false	false	false	false	false	false
12,534	999,999	12,928	1,945	9	19	80.199997	24	72.099998	24	1,012	24	1,009.299988	24	13	24	13.4	24	28	null	72	true	null	null	0	null	false	false	false	false	false	false
12,535	999,999	13,756	1,945	4	13	54.599998	24	53.299999	24	1,022.599976	24	1,022.599976	24	2.1	24	7.1	24	19	null	51.099998	true	null	null	null	null	true	true	true	true	true	true
12,536	999,999	22,517	1,945	6	12	78.900002	24	65.699997	24	1,015.400024	24	1,015.099976	24	11.9	24	11.6	24	17.1	null	72	true	null	null	null	null	false	false	false	false	false	false
12,537	722,588	99,999	1,945	5	22	65.5	24	47.900002	24	1,020.299988	24	null	null	99.400002	24	7.3	24	15	null	51.299999	true	null	null	0	null	false	false	false	false	false	false
12,538	723,810	23,114	1,945	9	12	86.699997	24	48.400002	24	1,009.900024	24	null	null	21.299999	24	4.1	24	12	null	70.300003	true	null	null	0	null	false	false	false	false	false	false
12,539	566,510	99,999	1,945	3	6	55.799999	24	13.9	24	992.799988	24	null	null	99.400002	24	21.200001	24	34	null	43.299999	true	null	null	0	null	false	false	false	false	false	false
12,540	727,033	99,999	1,945	4	4	30.5	24	19.1	24	1,029.199951	24	null	null	17.4	24	5.3	24	9.9	null	22.5	true	null	null	0	null	false	false	false	false	false	false
12,541	749,090	99,999	1,945	4	21	73.5	24	60.099998	24	1,019.200012	24	null	null	64.300003	24	4.3	24	9.9	null	62.400002	true	null	null	0	null	false	false	false	false	false	false
12,542	749,091	99,999	1,945	6	4	77.699997	24	64.5	24	1,011.599976	24	null	null	83.800003	24	6.6	24	19	null	64.400002	true	null	null	null	null	false	false	false	false	false	false
12,543	744,900	14,702	1,945	11	30	26.9	24	23.6	24	1,005.400024	24	null	null	0.5	24	18.299999	24	26	null	20.299999	false	null	null	0.16	9.1	false	false	false	false	false	false
12,544	749,224	99,999	1,945	3	21	-3	24	-15.2	24	986.799988	24	null	null	29.799999	24	6	24	15.9	null	-9.6	true	null	null	0	null	false	false	false	false	false	false
12,545	999,999	23,242	1,945	9	3	69.599998	24	44.5	24	1,013.299988	24	null	null	13.5	24	3.1	24	8.9	null	57.900002	true	null	null	0	null	false	false	false	false	false	false
12,546	999,999	13,999	1,945	3	12	54.900002	24	45.099998	24	1,019.400024	24	951.700012	23	99.400002	24	15.4	24	22.9	null	44.099998	true	null	null	0	null	false	false	false	false	false	false
12,547	722,265	13,821	1,945	5	4	57.299999	24	39.299999	24	1,012.400024	24	null	null	84.099998	24	13.2	24	22	null	48	true	null	null	0	null	false	false	false	false	false	false
12,548	749,338	99,999	1,945	3	14	55.599998	24	44.200001	24	1,025	24	null	null	24.799999	24	5.1	24	9.9	null	51.299999	true	null	null	0	null	false	false	false	false	false	false
12,549	722,630	99,999	1,945	11	18	59.599998	24	47.099998	24	1,017.200012	24	null	null	13.3	24	3.4	24	9.9	null	47.299999	true	null	null	0	null	true	true	true	true	true	true
12,550	722,250	13,829	1,945	8	6	84.099998	24	72.599998	24	1,017	24	null	null	9.4	24	4.4	24	8.9	null	74.300003	true	null	null	0	null	false	false	false	false	false	false
12,551	724,087	99,999	1,945	8	2	72.900002	24	69.400002	24	1,016.599976	24	null	null	8.3	24	5.2	24	8.9	null	70.300003	true	null	null	null	null	false	false	false	false	false	false
12,552	35,963	99,999	1,945	1	24	25.799999	24	23.5	24	1,008.700012	24	null	null	1	24	1.9	24	6	null	18.299999	true	null	null	0	null	true	true	true	true	true	true
12,553	999,999	41,411	1,945	9	2	83.599998	24	78.099998	24	1,007.900024	24	null	null	14.1	24	5.3	24	10.1	null	80.099998	true	null	null	null	null	false	false	false	false	false	false
12,554	725,115	14,711	1,945	7	28	70.400002	24	67.699997	24	1,012.400024	24	null	null	4.1	24	6	24	8.9	null	68.400002	true	null	null	null	null	true	true	true	true	true	true
12,555	722,577	99,999	1,945	11	19	62.799999	24	44.799999	24	1,018.5	24	null	null	10.9	24	8.7	24	18.1	null	50.400002	true	null	null	0	null	false	false	false	false	false	false
12,556	616,410	99,999	1,945	1	4	72.199997	24	53.799999	24	1,011.599976	24	null	null	68.599998	24	11.5	24	16.9	null	66.400002	true	null	null	0	null	false	false	false	false	false	false
12,557	722,970	23,129	1,945	11	27	56.400002	24	45.400002	24	1,019	24	null	null	1.8	24	2.8	24	9.9	null	43.299999	true	null	null	0	null	false	false	false	false	false	false
12,558	914,900	99,999	1,945	4	12	79.5	24	75.5	24	1,011.099976	24	null	null	99.400002	24	10	24	14	null	76.300003	true	null	null	0	null	false	false	false	false	false	false
12,559	42,200	99,999	1,945	3	19	16.5	24	11.6	24	997.900024	24	null	null	21.5	24	2.6	24	7	null	10.4	true	null	null	0	null	false	false	false	false	false	false
12,560	749,413	99,999	1,945	3	24	80.099998	24	78.599998	24	1,007.799988	24	null	null	99.400002	24	1.9	24	8.9	null	77.400002	true	null	null	0	null	false	false	false	false	false	false
12,561	821,930	99,999	1,945	9	28	79.400002	24	74.199997	24	1,011.200012	24	null	null	10.9	24	6.8	24	13	null	73.400002	true	null	null	0	null	false	false	false	false	false	false
12,562	725,335	99,999	1,945	3	7	29.5	24	25.9	24	1,021.700012	24	991.400024	24	3.2	24	7.9	24	12	null	27.299999	true	null	null	null	null	true	true	true	true	true	true
12,563	725,090	14,739	1,945	11	14	57.299999	24	52	24	1,010.700012	24	1,009.700012	24	6.5	24	8.3	24	15.9	null	48.900002	true	null	null	null	null	false	false	false	false	false	false
12,564	749,182	99,999	1,945	10	27	41.799999	24	26.799999	24	1,012.5	24	null	null	46	24	5.7	24	8.9	null	34.299999	true	null	null	0	null	false	false	false	false	false	false
12,565	789,480	99,999	1,945	11	19	80.400002	24	73	24	1,012.700012	24	null	null	13.9	24	9.7	24	15.9	null	76.300003	true	null	null	0	null	false	false	false	false	false	false
12,566	424,060	99,999	1,945	9	7	82.400002	24	78.800003	24	1,001.700012	24	null	null	45.700001	24	5	24	13	null	76.300003	true	null	null	null	null	false	false	false	false	false	false
12,567	724,285	13,812	1,945	3	29	65.300003	24	56.599998	24	1,017	24	null	null	76	24	10.8	24	20	null	59.400002	true	null	null	null	null	false	false	false	false	false	false
12,568	725,635	99,999	1,945	8	16	71.5	24	58.700001	24	1,012.599976	24	null	null	9.5	24	5.9	24	15	null	55.400002	true	null	null	0	null	false	false	false	false	false	false
12,569	702,615	99,999	1,945	8	18	51.5	24	42.599998	24	1,010.400024	24	null	null	67.5	24	2	24	6	null	35.400002	true	null	null	0	null	false	false	false	false	false	false
12,570	725,196	14,717	1,945	6	23	69.5	24	56.200001	24	1,013.5	24	null	null	34.5	24	8.3	24	19	null	60.299999	true	null	null	0	null	false	false	false	false	false	false
12,571	701,791	99,999	1,945	5	2	16.299999	24	5.7	24	1,001.599976	24	null	null	11.8	24	10.5	24	15.9	null	8.4	true	null	null	null	null	false	false	false	false	false	false
12,572	999,999	41,411	1,945	10	26	81	24	73.800003	24	1,007	24	null	null	18	24	3.1	24	10.1	null	75.900002	true	null	null	0	null	false	false	false	false	false	false
12,573	983,260	99,999	1,945	9	18	77.5	24	75.599998	24	1,004.299988	24	null	null	27.9	24	4.6	24	11.1	null	76.300003	true	null	null	null	null	true	true	true	true	true	true
12,574	749,307	99,999	1,945	3	20	78.699997	24	75.300003	24	1,009	24	null	null	40.700001	24	9.6	24	19	null	76.300003	true	null	null	null	null	false	false	false	false	false	false
12,575	749,484	99,999	1,945	12	12	43.599998	24	32.299999	24	1,024.199951	24	1,016	24	7.1	24	5.6	24	8.9	null	31.299999	true	null	null	null	null	false	false	false	false	false	false
12,576	418,620	99,999	1,945	9	18	83.300003	24	75.900002	24	1,002	24	null	null	84.199997	24	8.7	24	16.9	null	78.300003	true	null	null	null	null	false	false	false	false	false	false
12,577	42,610	99,999	1,945	7	14	44.5	24	41.099998	24	1,007.900024	24	null	null	22.799999	24	4.8	24	13	null	43.299999	true	null	null	null	null	false	false	false	false	false	false
12,578	604,920	99,999	1,945	5	20	74.400002	24	54.400002	24	1,011.400024	24	null	null	99.400002	24	7.2	24	15.9	null	63.299999	true	null	null	0	null	false	false	false	false	false	false
12,579	999,999	12,847	1,945	8	24	78.800003	24	null	null	1,013.5	24	1,009.799988	24	8.4	24	4.2	24	12	null	73	true	null	null	null	null	false	false	false	false	false	false
12,580	724,970	99,999	1,945	10	6	80	24	35.5	24	1,006.400024	24	null	null	10.4	24	7	24	14	null	67.300003	true	null	null	0	null	false	false	false	false	false	false
12,581	724,565	13,920	1,945	1	5	29.5	24	27.9	24	1,022.299988	24	null	null	2	24	11.5	24	19	null	26.4	false	null	null	0	null	true	true	true	true	true	true
12,582	724,663	99,999	1,945	2	28	31	24	14.4	24	1,017.900024	24	null	null	99.400002	24	7.4	24	18.1	null	20.299999	true	null	null	0	null	false	false	false	false	false	false
12,583	999,999	93,841	1,945	7	14	75.699997	24	null	null	1,014.099976	24	1,007.799988	24	6	24	7.5	24	12	null	73	true	null	null	null	null	true	true	true	true	true	true
12,584	723,550	13,945	1,945	6	9	79.400002	24	70.099998	24	1,003.099976	24	null	null	83.699997	24	11.9	24	26	null	70.300003	true	null	null	0	null	false	false	false	false	false	false
12,585	999,999	23,244	1,945	8	17	63.099998	24	55.400002	24	1,011.799988	24	1,011	24	5.5	24	4.1	24	12	null	55.900002	true	null	null	0	null	false	false	false	false	false	false
12,586	722,085	93,831	1,945	8	14	80.599998	24	74.5	24	1,019.400024	24	1,017.799988	24	7	24	5.1	24	12	null	76.300003	true	null	null	null	null	false	false	false	false	false	false
12,587	999,999	93,839	1,945	9	13	65.199997	24	61.5	24	1,006.5	24	997	24	6.5	24	10.2	24	20	null	62.099998	true	null	null	null	null	true	true	true	true	true	true
12,588	749,072	99,999	1,945	6	1	72.800003	24	61	24	1,012.099976	24	1,010.900024	24	6.6	24	7.4	24	12	null	67.300003	true	null	null	0	null	false	false	false	false	false	false
12,589	912,500	99,999	1,945	10	15	84.300003	24	78	24	1,008.900024	24	1,007.900024	24	19.1	24	8.4	24	11.1	null	82.400002	true	null	null	null	null	false	false	false	false	false	false
12,590	999,999	22,517	1,945	8	20	78.699997	24	66.199997	24	1,016.799988	24	1,015.799988	24	11.9	24	13.6	24	24.1	null	75	true	null	null	null	null	false	false	false	false	false	false
12,591	999,999	14,948	1,945	11	24	30.200001	24	20.799999	24	1,014.5	24	982.5	24	12.8	24	12.5	24	17.1	null	21.9	true	null	null	0	null	false	false	false	false	false	false
12,592	999,999	93,907	1,945	12	2	47.900002	24	41.099998	24	1,019	24	1,016.400024	24	6.3	24	5.3	24	11.1	null	46	true	null	null	null	null	false	false	false	false	false	false
12,593	999,999	93,829	1,945	12	25	60.799999	24	59.200001	24	1,009.400024	24	1,007	24	4.1	24	13	24	26	null	54	true	null	null	null	null	true	true	true	true	true	true
12,594	724,060	93,721	1,945	8	28	74.5	24	56.5	24	1,018.400024	24	1,017.700012	24	9.1	24	8	24	13	null	62.400002	true	null	null	0	null	false	false	false	false	false	false
12,595	999,999	93,844	1,945	8	26	80.800003	24	70.800003	24	1,012.799988	24	1,012.099976	24	6.8	24	8.1	24	15	null	73.900002	true	null	null	0	null	false	false	false	false	false	false
12,596	999,999	14,857	1,945	8	2	74.699997	24	59.700001	24	1,014.099976	24	991.599976	24	11.1	24	9	24	18.1	null	63	true	null	null	0	null	false	false	false	false	false	false
12,597	724,040	13,721	1,945	9	27	76.199997	24	71.199997	24	1,024.599976	24	1,023	24	7.9	24	5.5	24	15	null	71.099998	true	null	null	0	null	true	true	true	true	true	true
12,598	999,999	93,113	1,945	9	18	66.300003	24	61.400002	24	1,013.099976	24	1,011.599976	24	5.2	24	4	24	10.1	null	64	true	null	null	null	null	true	true	true	true	true	true
12,599	701,043	99,999	1,946	7	8	42.099998	4	40.900002	4	1,011.799988	4	1,011.200012	4	31.1	4	0	4	null	null	41.400002	true	null	null	0	null	false	false	false	false	false	false

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