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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
24,600	722,535	12,909	1,950	7	30	86.5	24	71.400002	24	1,008.400024	24	985	24	12.6	24	14.6	24	21	null	77	true	null	null	0	null	false	false	false	false	false	false
24,601	999,999	23,012	1,950	5	24	59	24	37.5	24	1,011.099976	24	832.900024	24	21.200001	24	7.3	24	17.1	null	48	true	null	null	null	null	false	false	false	false	false	false
24,602	746,941	13,786	1,950	10	26	57.400002	24	48.900002	24	1,019.299988	24	1,018.900024	24	5.5	24	6.7	24	12	null	48.400002	false	null	null	0	null	true	true	true	true	true	true
24,603	724,810	23,203	1,950	3	27	53.5	24	42.400002	24	1,019.400024	24	1,013	24	14.6	24	6.8	24	18.1	null	46	true	null	null	0	null	false	false	false	false	false	false
24,604	999,999	14,924	1,950	7	18	61	24	54.799999	24	1,016.200012	24	986.799988	24	13.2	24	5.6	24	14	null	50	true	null	null	0	null	true	true	true	true	true	true
24,605	999,999	24,020	1,950	6	1	59.200001	24	48	24	1,013.700012	24	909.200012	24	14.9	24	10.3	24	18.1	null	48.900002	true	null	null	0	null	false	false	false	false	false	false
24,606	999,999	14,610	1,950	1	24	10.5	24	-0.6	24	1,031.099976	24	1,014.799988	24	13.2	24	9.3	24	14	null	5	true	null	null	null	null	true	true	true	true	true	true
24,607	704,540	25,704	1,950	4	3	36.700001	24	30.5	24	1,034.199951	24	1,033.699951	24	7	24	9.2	24	24.1	null	30	true	null	null	0	null	false	false	false	false	false	false
24,608	999,999	13,987	1,950	2	11	46	24	35.400002	24	1,016.900024	24	981	24	11.9	24	10.9	24	17.1	null	35.099998	true	null	null	null	null	true	true	true	true	true	true
24,609	999,999	93,808	1,950	5	12	58.400002	24	56.099998	24	1,016.099976	24	996.900024	24	8.7	24	8.3	24	17.1	null	55	true	null	null	null	null	true	true	true	true	true	true
24,610	999,999	24,149	1,950	1	27	12.8	24	6.8	24	1,019.5	24	965.299988	24	10	24	5.6	24	13	null	10.9	true	null	null	null	null	false	false	false	false	false	false
24,611	749,105	99,999	1,950	7	26	73.5	24	56.400002	24	1,014.5	24	1,011.099976	24	11.1	24	7.6	24	12	null	65.300003	true	null	null	0	null	false	false	false	false	false	false
24,612	744,910	14,703	1,950	11	27	39.5	24	32.5	24	1,009	24	999.799988	24	7.7	24	8.6	24	13	null	34.299999	true	null	null	null	null	true	true	true	true	true	true
24,613	749,126	99,999	1,950	3	25	34.299999	24	32	24	995.700012	24	988.599976	24	16.299999	24	3.7	24	9.9	null	32.400002	true	null	null	null	null	false	false	false	false	false	false
24,614	999,999	23,184	1,950	4	7	57.599998	24	32.5	24	1,013.599976	24	847	24	43.900002	24	11.7	24	28.9	null	44.099998	true	null	null	null	null	false	false	false	false	false	false
24,615	999,999	14,842	1,950	11	1	69.099998	24	56	24	1,007.799988	24	984.299988	24	14.8	24	15.1	24	25.1	null	60.099998	true	null	null	0	null	false	false	false	false	false	false
24,616	999,999	45,709	1,950	10	27	38.5	24	29.6	24	1,015.099976	24	1,011.700012	24	11.9	24	15.6	24	28	null	34	true	null	null	null	null	false	false	false	false	false	false
24,617	999,999	14,858	1,950	9	14	51.900002	24	51.099998	24	1,017.5	24	977.700012	24	4.8	24	7.7	24	12	null	48	true	null	null	null	null	true	true	true	true	true	true
24,618	999,999	13,884	1,950	3	19	58.599998	24	46.299999	24	1,016.599976	24	1,006.799988	24	11.8	24	5.2	24	11.1	null	46.900002	true	null	null	0	null	false	false	false	false	false	false
24,619	702,610	26,411	1,950	8	29	50.5	24	41.400002	24	1,002	24	985.099976	24	64.599998	24	3.5	24	13	null	36	true	null	null	null	null	false	false	false	false	false	false
24,620	723,535	99,999	1,950	4	14	49.299999	24	20.299999	24	1,025.199951	24	978.299988	24	14.9	24	6.4	24	9.9	null	44.400002	true	null	null	0	null	false	false	false	false	false	false
24,621	999,999	4,725	1,950	11	20	49.700001	24	39.700001	24	1,004.599976	24	974	24	8.7	24	11.9	24	28	null	44.099998	true	null	null	null	null	true	true	true	true	true	true
24,622	999,999	13,896	1,950	11	11	34.099998	24	22.700001	24	1,028.400024	24	1,007.400024	24	11.9	24	7.2	24	10.1	null	26.1	true	null	null	0	null	false	false	false	false	false	false
24,623	999,999	13,996	1,950	4	20	46.200001	24	24.700001	24	1,023.5	24	990.900024	24	14.9	24	10.4	24	18.1	null	33.099998	true	null	null	0	null	false	false	false	false	false	false
24,624	725,068	99,999	1,950	12	16	40.5	24	34.599998	24	1,009.799988	24	1,004.700012	24	4.8	24	14.2	24	25.1	null	36.299999	true	null	null	null	null	false	false	false	false	false	false
24,625	42,700	99,999	1,950	2	10	7	24	2.2	24	1,014.700012	24	1,011.099976	24	28.200001	24	0.8	24	4.1	null	2.5	true	null	null	0	null	false	false	false	false	false	false
24,626	999,999	12,843	1,950	8	11	78.699997	24	75.199997	24	1,018.099976	24	1,017.099976	24	13.6	24	4.4	23	12	null	75	true	null	null	null	null	false	false	false	false	false	false
24,627	999,999	45,708	1,950	12	14	29	24	20	24	1,010.5	24	1,007	24	16.700001	24	18.799999	24	25.1	null	28	true	null	null	null	null	false	false	false	false	false	false
24,628	999,999	93,821	1,950	12	4	31	24	21.4	24	1,013.799988	24	995.599976	24	5	24	6.8	24	13	null	25	true	null	null	0	null	false	false	false	false	false	false
24,629	999,999	13,987	1,950	9	16	66.599998	24	62.400002	24	1,013.599976	24	978.400024	24	12.3	24	7.9	24	13	null	62.099998	true	null	null	0	null	false	false	false	false	false	false
24,630	723,546	13,969	1,950	7	13	71.699997	24	62.299999	24	1,018.5	24	983.299988	24	12.6	24	14.8	24	21	null	64.900002	true	null	null	null	null	false	false	false	false	false	false
24,631	999,999	14,750	1,950	1	6	30.799999	24	27.200001	24	1,023.400024	24	1,010.799988	24	9.4	24	5.8	24	8.9	null	28.9	true	null	null	null	null	true	true	true	true	true	true
24,632	999,999	14,848	1,950	6	28	64.599998	24	51.900002	24	1,016.099976	24	988.200012	24	11.5	24	7.1	24	14	null	54	true	null	null	0	null	false	false	false	false	false	false
24,633	999,999	13,741	1,950	8	1	78.199997	24	69.300003	24	1,013.099976	24	972.099976	24	14.3	24	9.1	24	17.1	null	73	true	null	null	null	null	false	false	false	false	false	false
24,634	477,430	99,999	1,950	5	13	67.900002	24	53.400002	24	1,010.200012	24	1,009.700012	24	10.7	24	4.3	24	9.9	null	55.400002	true	null	null	0	null	false	false	false	false	false	false
24,635	999,999	23,158	1,950	7	18	92.5	24	54.299999	24	1,006.400024	24	992.799988	24	31.299999	24	11.4	24	17.1	null	84.900002	true	null	null	0	null	false	false	false	false	false	false
24,636	723,440	13,964	1,950	2	16	38.5	24	26.1	24	1,026.800049	24	1,009.5	24	16.200001	24	3.6	24	7	null	27	true	null	null	0	null	false	false	false	false	false	false
24,637	999,999	14,786	1,950	11	3	59.200001	24	50.200001	24	1,012	24	1,011.400024	24	8.3	24	11.8	24	18.1	null	53.099998	true	null	null	0	null	false	false	false	false	false	false
24,638	999,999	24,016	1,950	1	17	15.5	24	5.8	24	1,011.400024	24	829	24	34.5	24	18.700001	24	31.1	null	-8	true	null	null	null	null	false	false	false	false	false	false
24,639	999,999	24,154	1,950	3	23	21.1	24	17.6	24	1,016.400024	24	808.299988	24	14.5	24	8.9	24	12	null	17.1	true	null	null	null	null	true	true	true	true	true	true
24,640	999,999	43,313	1,950	7	30	78.300003	24	74.699997	24	1,007.099976	24	992.599976	24	6.3	24	4.3	24	13	null	73.900002	true	null	null	null	null	true	true	true	true	true	true
24,641	999,999	13,729	1,950	4	19	56.799999	24	43.400002	24	1,015.599976	24	944.599976	24	12.1	24	4.3	24	11.1	null	45	true	null	null	null	null	false	false	false	false	false	false
24,642	999,999	93,997	1,950	12	7	9.2	24	-1.1	24	1,017.599976	24	947.099976	24	13.6	24	9.7	24	14	null	-2.9	true	null	null	null	null	false	false	false	false	false	false
24,643	723,060	13,722	1,950	12	7	51.5	24	46.700001	24	1,017.799988	24	1,001.599976	24	13.3	24	13.8	24	24.1	null	46	true	null	null	null	null	true	true	true	true	true	true
24,644	999,999	13,905	1,950	6	22	81.599998	24	75.099998	24	1,014	24	1,004.900024	24	11.4	24	8.9	24	15.9	null	75.900002	true	null	null	0	null	false	false	false	false	false	false
24,645	999,999	93,035	1,950	9	5	63.700001	24	57.599998	24	1,014	24	853.5	24	20.5	24	11.8	24	18.1	null	57.900002	true	null	null	null	null	false	false	false	false	false	false
24,646	722,448	99,999	1,950	6	16	81.400002	24	74	24	1,015.700012	24	997.700012	24	14.5	24	6.6	24	12	null	71.199997	true	null	null	0	null	false	false	false	false	false	false
24,647	999,999	12,947	1,950	8	11	86.099998	24	66.900002	24	1,015.799988	24	999.200012	24	14.9	24	8.3	24	18.1	null	72	true	null	null	0	null	false	false	false	false	false	false
24,648	999,999	26,519	1,950	12	15	-10.2	24	-16.1	24	1,013	24	954.700012	24	21.6	24	4.5	24	10.1	null	-16.1	true	null	null	0	null	true	true	true	true	true	true
24,649	999,999	14,810	1,950	7	26	70.800003	24	62.799999	24	1,016.900024	24	993.5	24	12.9	24	5.8	24	18.1	null	60.099998	true	null	null	null	null	false	false	false	false	false	false
24,650	716,240	99,999	1,950	3	30	26.6	24	15.4	24	1,021.599976	24	999.5	24	14.9	24	15.1	24	22.9	null	19.4	true	null	null	0	null	false	false	false	false	false	false
24,651	108,640	99,999	1,950	12	6	25.5	24	22.6	24	1,015.900024	24	947.799988	24	5.2	24	2.9	24	5.1	null	22.5	true	null	null	0	null	true	true	true	true	true	true
24,652	999,999	23,183	1,950	12	4	57.099998	24	32.599998	24	1,015.400024	24	975.900024	24	17.4	24	2.8	24	8.9	null	48	true	null	null	0	null	false	false	false	false	false	false
24,653	999,999	14,762	1,950	6	14	68.5	24	59.799999	24	1,013.599976	24	968.599976	24	7.7	24	9.5	24	13	null	64.900002	true	null	null	null	null	true	true	true	true	true	true
24,654	727,976	24,217	1,950	6	29	67.5	24	57.400002	24	1,021.099976	24	1,015.299988	24	23.200001	24	9.2	24	15.9	null	59	true	null	null	0	null	false	false	false	false	false	false
24,655	722,675	23,021	1,950	6	3	65.5	24	55.700001	24	1,012.700012	24	900.700012	24	11.3	24	14.3	24	22.9	null	57	true	null	null	null	null	true	true	true	true	true	true
24,656	726,170	14,742	1,950	4	3	42	24	36.200001	24	1,012.299988	24	999.5	24	11.4	24	11	24	17.1	null	37	true	null	null	0.08	null	true	true	true	true	true	true
24,657	999,999	93,198	1,950	5	12	67.099998	24	19.799999	24	1,011.700012	24	912.599976	24	23	24	5.3	24	10.1	null	54	true	null	null	0	null	false	false	false	false	false	false
24,658	999,999	12,835	1,950	12	18	54.099998	24	45.200001	24	1,019.400024	24	1,019.099976	24	12.4	24	9	24	13	null	46	true	null	null	0	null	false	false	false	false	false	false
24,659	999,999	23,156	1,950	8	15	75.599998	24	41	24	1,014.799988	24	926.299988	24	17.799999	24	4.8	24	10.1	null	57	true	null	null	0	null	false	false	false	false	false	false
24,660	749,058	99,999	1,950	3	25	77.199997	24	67.400002	24	1,007.599976	24	986.700012	24	8.2	24	7.6	24	16.9	null	70.300003	true	null	null	null	null	true	true	true	true	true	true
24,661	466,970	99,999	1,950	4	26	65.099998	24	62.799999	24	1,014	24	1,008.700012	24	1.6	24	6.6	24	13	null	64.400002	true	null	null	null	null	false	false	false	false	false	false
24,662	999,999	24,138	1,950	4	15	41.299999	24	26.6	24	1,021.5	24	843.5	24	34.799999	24	11.4	24	22	null	30	true	null	null	null	null	false	false	false	false	false	false
24,663	722,530	12,921	1,950	10	17	73.400002	24	52.700001	24	1,020.200012	24	992.200012	24	14.9	24	5.9	24	14	null	57.900002	true	null	null	0	null	false	false	false	false	false	false
24,664	999,999	24,152	1,950	5	22	52.299999	24	39.900002	24	1,015.099976	24	875.599976	24	14.9	24	6.5	24	11.1	null	42.099998	true	null	null	0	null	false	false	false	false	false	false
24,665	999,999	13,776	1,950	9	19	72.300003	24	64.300003	24	1,024.599976	24	1,019.900024	24	7.8	24	3.5	24	8.9	null	60.099998	true	null	null	0	null	true	true	true	true	true	true
24,666	999,999	24,140	1,950	7	30	55.900002	24	34.799999	24	1,014.599976	24	842.5	24	43.900002	24	7.9	24	19	null	46.900002	true	null	null	0	null	false	false	false	false	false	false
24,667	999,999	94,745	1,950	6	3	69.400002	24	57.200001	24	1,015.099976	24	999.200012	24	9.6	24	9.5	24	17.1	null	62.099998	true	null	null	null	null	false	false	false	false	false	false
24,668	999,999	24,172	1,950	7	27	79.800003	24	38.599998	24	1,009.700012	24	879.700012	24	39.799999	24	8.7	24	17.1	null	60.099998	true	null	null	null	null	false	false	false	false	false	false
24,669	722,423	12,923	1,950	8	23	83.300003	24	72.699997	24	1,014.700012	24	1,014.299988	24	12.6	24	8.7	24	10.1	null	80.099998	true	null	null	null	null	false	false	false	false	false	false
24,670	723,535	99,999	1,950	10	22	58.900002	24	45	24	1,012.799988	24	967.099976	24	10.8	24	5.5	24	9.9	null	45.299999	true	null	null	0	null	false	false	false	false	false	false
24,671	691,174	99,999	1,950	12	21	26	24	15.3	24	1,031.099976	24	1,028.699951	24	6.7	24	6.3	24	11.1	null	20.299999	true	null	null	0	null	false	false	false	false	false	false
24,672	999,999	94,704	1,950	2	4	28.6	24	16.5	24	1,027.400024	24	1,001.099976	24	11.1	24	8.7	24	17.1	null	21.9	true	null	null	null	null	false	false	false	false	false	false
24,673	999,999	24,020	1,950	4	14	43	24	23.4	24	1,021.400024	24	913.599976	24	14.7	24	14.8	24	27	null	30	true	null	null	0	null	false	false	false	false	false	false
24,674	999,999	14,828	1,950	3	23	36.299999	24	33	24	1,006.799988	24	977.5	24	4.8	24	6.8	24	12	null	34	true	null	null	null	null	true	true	true	true	true	true
24,675	722,060	13,889	1,950	6	7	80.400002	24	72.199997	24	1,020	24	1,018.900024	24	10.5	24	8.4	24	15	null	75	true	null	null	0	null	false	false	false	false	false	false
24,676	722,080	13,880	1,950	12	14	40.5	24	35.400002	24	1,020.299988	24	1,018.599976	24	6.5	24	3.2	24	7	null	32.400002	false	null	null	0.16	null	true	true	true	true	true	true
24,677	999,999	23,179	1,950	5	7	70	24	20.700001	24	1,007.400024	24	976.700012	23	32.5	24	12.7	24	28	null	57.900002	true	null	null	0	null	false	false	false	false	false	false
24,678	999,999	25,309	1,950	1	1	-8.2	24	-20.200001	24	1,037.800049	24	1,037	23	21.1	24	5.3	24	17.1	null	-17	true	null	null	0	null	false	false	false	false	false	false
24,679	718,760	99,999	1,950	2	28	12.9	24	12.2	24	1,022.599976	24	954.200012	24	14.2	24	16.799999	24	23.9	null	11.3	true	null	null	null	null	false	false	false	false	false	false
24,680	723,650	23,050	1,950	7	25	73.599998	24	52.099998	24	1,015	24	842.700012	24	55.5	24	5.8	24	15.9	null	62.099998	true	null	null	null	null	false	false	false	false	false	false
24,681	724,088	13,707	1,950	9	28	58.900002	24	54.799999	24	1,027.699951	24	1,026.699951	24	3.9	24	4.4	24	9.9	null	52.299999	true	null	null	0	null	true	true	true	true	true	true
24,682	999,999	13,994	1,950	1	26	26.9	24	21.1	24	1,026.800049	24	1,005.599976	24	12.1	24	11.6	24	21	null	19.9	true	null	null	null	null	false	false	false	false	false	false
24,683	999,999	23,181	1,950	2	15	49.700001	24	48.099998	24	1,020.299988	24	1,019.299988	24	1.9	24	4.6	24	8.9	null	41	true	null	null	0	null	true	true	true	true	true	true
24,684	478,030	99,999	1,950	9	23	65.599998	24	57.599998	24	1,013.799988	24	1,010.700012	24	7.7	24	7.8	24	16.9	null	56.299999	true	null	null	0	null	false	false	false	false	false	false
24,685	999,999	24,022	1,950	1	22	41.200001	24	24.6	24	1,015.900024	24	778.400024	24	38.5	24	14.4	24	30.1	null	33.099998	true	null	null	0	null	false	false	false	false	false	false
24,686	476,710	99,999	1,950	7	13	75.699997	24	70	24	1,012.299988	24	1,011.900024	24	9.7	24	10.3	24	16.9	null	70.300003	true	null	null	null	null	false	false	false	false	false	false
24,687	999,999	14,810	1,950	4	17	54.5	24	41.799999	24	1,013.599976	24	989.900024	24	7	24	10.4	24	20	null	45	true	null	null	null	null	false	false	false	false	false	false
24,688	703,430	25,402	1,950	4	29	38.700001	24	37.400002	24	1,002.700012	24	1,001.099976	24	10.8	24	13.1	24	22	null	35.099998	true	null	null	null	null	false	false	false	false	false	false
24,689	999,999	93,986	1,950	7	7	74.800003	24	69.699997	24	1,016	24	961.400024	24	15.3	24	4.9	24	13	null	70	true	null	null	null	null	false	false	false	false	false	false
24,690	999,999	24,153	1,950	4	21	54.5	24	25	24	1,014	24	902.799988	24	31.9	24	11	24	22.9	null	43	true	null	null	0	null	false	false	false	false	false	false
24,691	724,370	93,823	1,950	9	2	70.300003	24	68.400002	24	1,012.700012	24	991.5	24	3.9	24	4.6	24	8.9	null	68	true	null	null	null	null	true	true	true	true	true	true
24,692	999,999	24,137	1,950	7	10	64.599998	24	51.799999	24	1,012.200012	24	881.700012	24	52	24	8.4	24	22.9	null	55.900002	true	null	null	null	null	false	false	false	false	false	false
24,693	999,999	24,088	1,950	6	5	65.699997	24	39.599998	24	1,009.599976	24	865.200012	24	80.400002	24	3.8	24	8.9	null	48	true	null	null	0	null	false	false	false	false	false	false
24,694	999,999	26,445	1,950	1	24	23	24	20.200001	24	1,024.099976	24	1,023.200012	24	25.5	24	2.4	24	5.1	null	17.1	true	null	null	null	null	false	false	false	false	false	false
24,695	999,999	13,754	1,950	4	20	63.400002	24	59	24	1,012.099976	24	1,010.400024	24	7	24	5.6	24	12	null	51.099998	true	null	null	null	null	true	true	true	true	true	true
24,696	999,999	24,119	1,950	8	16	75.900002	24	33.599998	24	null	null	null	null	38.099998	24	9.7	24	20	null	55	true	null	null	0	null	false	false	false	false	false	false
24,697	999,999	93,806	1,950	11	29	35.299999	24	23.9	24	1,022.5	24	1,015.5	24	11	24	2.8	24	6	null	21.9	true	null	null	0	null	false	false	false	false	false	false
24,698	467,430	99,999	1,950	10	15	79.900002	24	74.5	24	1,013.799988	24	1,011.200012	24	8.6	24	3.4	24	8.9	null	74.300003	true	null	null	0	null	true	true	true	true	true	true
24,699	722,545	99,999	1,950	10	25	74.199997	24	57.900002	24	1,016.700012	24	998.900024	24	13.2	24	5.7	24	9.9	null	62.400002	true	null	null	0	null	false	false	false	false	false	false

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