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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
27,600	35,810	99,999	1,951	11	7	50.5	15	49.799999	15	995.5	15	null	null	0.9	15	3.4	15	6	null	43	false	null	null	0.06	null	true	true	true	true	true	true
27,601	407,180	99,999	1,951	1	30	38	16	36.599998	16	null	null	null	null	1.8	16	12.9	16	23.9	null	35.099998	false	null	null	null	null	false	false	false	false	false	false
27,602	726,985	99,999	1,951	10	12	56.799999	16	54.099998	16	null	null	null	null	11.6	16	6.6	16	12	null	55.400002	true	null	null	null	null	false	false	false	false	false	false
27,603	407,120	99,999	1,951	12	17	27.799999	16	18.6	16	null	null	null	null	23.9	16	2.6	16	13	null	23	false	null	null	0	null	false	false	false	false	false	false
27,604	749,015	99,999	1,951	5	11	47.799999	16	null	null	null	null	null	null	5.7	16	12.8	16	16.9	null	43.299999	true	null	null	null	null	true	true	true	true	true	true
27,605	407,120	99,999	1,951	8	20	82.199997	16	48.299999	16	null	null	null	null	37.299999	16	0.6	16	1.9	null	66	false	null	null	0	null	false	false	false	false	false	false
27,606	999,999	24,237	1,951	8	16	59.599998	16	48	16	1,021.5	16	884.099976	16	29.5	16	12.2	16	15.9	null	48.900002	true	null	null	0	null	true	true	true	true	true	true
27,607	999,999	24,237	1,951	1	8	23.1	16	21.9	16	1,022.700012	16	880.200012	16	15.7	16	3.1	16	6	null	19	true	null	null	null	null	true	true	true	true	true	true
27,608	999,999	13,738	1,951	6	15	67.800003	16	51.799999	16	1,014	16	977	14	10.8	16	4.8	16	12	null	53.099998	true	null	null	0	null	true	true	true	true	true	true
27,609	999,999	13,738	1,951	2	21	44.099998	16	41.299999	16	1,005.099976	16	967.799988	16	4.4	16	5.7	16	15.9	null	41	true	null	null	null	null	true	true	true	true	true	true
27,610	999,999	14,789	1,951	11	11	49.700001	16	31.700001	16	1,017.400024	16	1,016.700012	16	7.1	16	16.1	16	22	null	43	true	null	null	0	null	false	false	false	false	false	false
27,611	999,999	24,237	1,951	6	10	56.900002	16	41.400002	16	1,022.400024	16	884.299988	16	39.799999	16	10	16	15	null	46	true	null	null	0	null	false	false	false	false	false	false
27,612	999,999	14,947	1,951	9	30	56.400002	16	48.400002	16	1,013.700012	16	982.599976	16	13.4	16	4.1	16	5.1	null	45	true	null	null	null	null	false	false	false	false	false	false
27,613	999,999	23,061	1,951	4	7	39.200001	16	26.299999	16	1,014.200012	16	767.599976	16	42.299999	16	7.1	16	17.1	null	26.1	true	null	null	0	null	false	false	false	false	false	false
27,614	999,999	11,621	1,951	1	25	76.099998	16	72.099998	16	1,012	16	1,010.200012	16	10.8	16	5.1	16	10.1	null	73	true	null	null	null	null	false	false	false	false	false	false
27,615	999,999	14,947	1,951	10	19	38.799999	16	32.299999	16	1,029.599976	16	997.599976	16	12.7	16	6.4	16	12	null	32	true	null	null	0	null	true	true	true	true	true	true
27,616	999,999	13,738	1,951	3	5	49	16	38.099998	16	1,023.299988	16	985.400024	16	9.9	16	2.9	16	10.1	null	33.099998	true	null	null	0	null	true	true	true	true	true	true
27,617	999,999	93,816	1,951	3	14	29.1	16	26.4	16	1,003.099976	16	982.5	16	2.4	16	4.5	16	13	null	28	true	null	null	null	null	true	true	true	true	true	true
27,618	722,225	3,855	1,951	10	30	78.099998	16	69.199997	16	1,016.799988	16	1,015	16	12.1	16	9.9	16	15	null	71.199997	true	null	null	0	null	false	false	false	false	false	false
27,619	999,999	24,237	1,951	8	20	70.900002	16	43.299999	16	1,019	16	883	16	26.299999	16	8.1	16	12	null	61	true	null	null	0	null	false	false	false	false	false	false
27,620	999,999	14,758	1,951	4	8	51.400002	16	43.299999	16	1,009.799988	16	1,009.5	16	10.7	16	7.5	16	15	null	42.099998	true	null	null	0	null	false	false	false	false	false	false
27,621	999,999	14,789	1,951	10	17	54.099998	16	53.799999	16	1,031	16	1,030.300049	16	0.6	16	7.2	16	10.1	null	50	true	null	null	0	null	true	true	true	true	true	true
27,622	999,999	14,758	1,951	6	23	70.300003	16	67.900002	16	1,013.200012	16	1,012.799988	16	5.7	16	7.3	16	11.1	null	68	true	null	null	null	null	true	true	true	true	true	true
27,623	999,999	23,061	1,951	4	11	22.9	16	8.2	16	1,024.400024	16	770.900024	16	47.200001	16	13.5	16	28	null	3	true	null	null	0	null	false	false	false	false	false	false
27,624	999,999	13,738	1,951	3	13	38.400002	16	31.700001	16	1,009.799988	16	971.900024	16	8.6	16	7.1	16	10.1	null	33.099998	true	null	null	null	null	true	true	true	true	true	true
27,625	999,999	14,855	1,951	8	20	69.5	16	64.300003	16	1,014.599976	16	991.400024	15	4.3	16	4.7	16	12	null	64	true	null	null	null	null	false	false	false	false	false	false
27,626	999,999	23,061	1,951	6	12	57.5	16	30.799999	16	1,014.5	16	771.799988	16	49.099998	16	8.6	16	22	null	35.099998	true	null	null	0	null	false	false	false	false	false	false
27,627	999,999	14,855	1,951	6	9	63.5	16	53.599998	16	1,010.599976	16	987.200012	16	8.2	16	4.9	16	8.9	null	55	true	null	null	0	null	true	true	true	true	true	true
27,628	999,999	23,061	1,951	10	12	58.200001	16	26.6	16	1,012.5	16	769.900024	16	47.200001	16	14.6	16	28	null	34	true	null	null	0	null	false	false	false	false	false	false
27,629	999,999	13,742	1,951	2	2	33.799999	16	17.700001	16	1,024	16	1,023.099976	16	9.8	16	12.6	16	22.9	null	25	true	null	null	0	null	false	false	false	false	false	false
27,630	999,999	13,742	1,951	1	12	38.700001	16	29.5	16	1,024.199951	16	1,023.299988	16	7.3	16	3.1	16	8	null	26.1	true	null	null	0	null	true	true	true	true	true	true
27,631	408,190	99,999	1,951	2	22	50	17	29.799999	17	null	null	null	null	37.299999	17	1.6	17	1.9	null	30	false	null	null	0	null	false	false	false	false	false	false
27,632	408,190	99,999	1,951	8	11	87.599998	17	51.299999	17	null	null	null	null	7	17	7.6	17	13	null	73.900002	false	null	null	0	null	false	false	false	false	false	false
27,633	999,999	24,223	1,951	10	2	60.099998	17	58	17	null	null	null	null	7.6	17	10.7	17	15.9	null	57.900002	true	null	null	null	null	true	true	true	true	true	true
27,634	408,230	99,999	1,951	3	28	53.799999	17	45.599998	17	null	null	null	null	16.6	17	7.4	17	18.1	null	48	true	null	null	null	null	false	false	false	false	false	false
27,635	408,230	99,999	1,951	9	16	84.300003	17	42.400002	16	null	null	null	null	11	17	11	17	18.1	null	64	false	null	null	0	null	false	false	false	false	false	false
27,636	999,999	23,090	1,951	6	26	78.699997	17	38.099998	17	null	null	null	null	87.699997	17	3.9	17	10.1	null	54	true	null	null	0	null	false	false	false	false	false	false
27,637	408,230	99,999	1,951	10	11	82	17	44.400002	17	null	null	null	null	19.9	17	6.9	15	13	null	63	false	null	null	0	null	false	false	false	false	false	false
27,638	999,999	24,223	1,951	9	23	57.700001	17	52.900002	17	null	null	null	null	3.5	17	4	17	6	null	53.099998	true	null	null	null	null	false	false	false	false	false	false
27,639	408,190	99,999	1,951	6	13	78.599998	17	43.200001	17	null	null	null	null	8.3	17	7.6	17	18.1	null	62.099998	false	null	null	0	null	false	false	false	false	false	false
27,640	407,720	99,999	1,951	4	15	55.599998	17	42.299999	17	null	null	967.5	17	24.9	17	1.5	17	1.9	null	39	false	null	null	0	null	false	false	false	false	false	false
27,641	407,720	99,999	1,951	11	15	53.200001	17	39.5	17	null	null	968.900024	17	24.9	17	1.6	17	5.1	null	33.099998	false	null	null	0	null	false	false	false	false	false	false
27,642	407,720	99,999	1,951	3	19	48.5	17	29.299999	17	null	null	966.200012	17	22.1	17	2.3	17	5.1	null	26.1	false	null	null	0	null	false	false	false	false	false	false
27,643	407,720	99,999	1,951	6	20	77.599998	17	34.5	17	null	null	960.599976	17	24.9	17	1.3	17	1.9	null	48	false	null	null	0	null	false	false	false	false	false	false
27,644	407,720	99,999	1,951	8	4	82.400002	17	35.5	17	null	null	960.599976	17	14.8	17	4.5	17	8.9	null	53.099998	false	null	null	0	null	false	false	false	false	false	false
27,645	407,450	99,999	1,951	4	29	65.900002	17	40.400002	16	null	null	997.900024	17	7.5	17	7.8	17	18.1	null	50	false	null	null	0	null	false	false	false	false	false	false
27,646	407,720	99,999	1,951	1	30	37.900002	17	23.1	17	null	null	966.200012	16	8.3	17	2.9	17	8.9	null	28	true	null	null	0	null	false	false	false	false	false	false
27,647	407,450	99,999	1,951	11	8	56.200001	17	38.200001	17	null	null	995.799988	17	9.4	17	2.2	17	5.1	null	41	true	null	null	0	null	false	false	false	false	false	false
27,648	999,999	93,834	1,951	5	18	67.5	17	57.400002	17	1,019	17	990.200012	17	5.6	17	4.4	17	8.9	null	54	true	null	null	0	null	false	false	false	false	false	false
27,649	999,999	24,034	1,951	5	18	66.699997	17	46.799999	17	1,008	17	935	17	19.299999	17	6.9	17	15.9	null	57	true	null	null	null	null	false	false	false	false	false	false
27,650	999,999	14,927	1,951	2	23	28.9	17	25.9	17	1,028.699951	17	1,001.099976	17	2.7	17	5.6	17	13	null	21.9	true	null	null	0	null	true	true	true	true	true	true
27,651	999,999	93,839	1,951	8	24	78.199997	17	59.599998	17	1,019.200012	17	1,008.700012	17	12.7	17	6.9	17	10.1	null	66	true	null	null	0	null	false	false	false	false	false	false
27,652	999,999	14,856	1,951	2	23	33.900002	17	27.4	17	1,031.199951	17	1,008.299988	17	4.3	17	3.5	17	7	null	28.9	true	null	null	0	null	true	true	true	true	true	true
27,653	999,999	24,034	1,951	12	7	21.799999	17	15.6	17	1,023.700012	17	945.799988	17	14.2	17	13.7	17	18.1	null	18	true	null	null	null	null	false	false	false	false	false	false
27,654	999,999	24,034	1,951	6	11	70.900002	17	43.5	17	1,013.799988	17	940.299988	17	19.9	17	4.3	17	8	null	51.099998	true	null	null	0	null	false	false	false	false	false	false
27,655	999,999	13,602	1,951	7	5	81.199997	17	74.099998	17	1,021.099976	17	1,019.700012	17	9.9	17	8.7	17	11.1	null	78.099998	true	null	null	0	null	false	false	false	false	false	false
27,656	33,700	99,999	1,951	9	14	59.299999	17	50.099998	17	1,009.299988	17	null	null	10.8	17	16	17	25.1	null	50	false	null	null	null	null	false	false	false	false	false	false
27,657	999,999	14,856	1,951	3	28	44.700001	17	41.400002	17	1,012.5	17	990.5	17	2.9	17	11.8	17	15	null	41	true	null	null	null	null	true	true	true	true	true	true
27,658	999,999	23,245	1,951	9	1	58.599998	17	52	17	1,016.799988	17	1,011.099976	17	12.9	17	7	17	12	null	55.900002	true	null	null	0	null	false	false	false	false	false	false
27,659	702,350	99,999	1,951	10	18	27.6	17	21.1	17	1,016.099976	17	965.5	10	14.9	17	0.7	17	2.9	null	18.299999	true	null	null	0	null	false	false	false	false	false	false
27,660	999,999	23,245	1,951	6	30	56.400002	17	51.400002	17	1,013.299988	17	1,007.5	17	7	17	7.2	17	12	null	53.099998	true	null	null	0	null	true	true	true	true	true	true
27,661	999,999	93,839	1,951	1	19	62.099998	17	52.700001	17	1,011.700012	17	1,001.200012	17	10.4	17	11.2	17	20	null	53.099998	true	null	null	0	null	false	false	false	false	false	false
27,662	999,999	23,245	1,951	8	23	59.5	17	54.900002	17	1,012.799988	17	1,007.099976	17	8.9	17	5.5	17	15	null	55	true	null	null	0	null	false	false	false	false	false	false
27,663	999,999	23,245	1,951	10	15	60.200001	17	54.900002	17	1,017.599976	17	1,012	17	7.7	17	4.4	17	14	null	55	true	null	null	0	null	false	false	false	false	false	false
27,664	999,999	14,789	1,951	9	28	61.299999	17	41.099998	17	1,011.299988	17	1,010.599976	17	14	17	17.299999	17	28	null	55.900002	true	null	null	0	null	false	false	false	false	false	false
27,665	999,999	23,090	1,951	11	10	44.799999	18	18.700001	18	null	null	null	null	59.700001	18	2.9	18	8.9	null	26.1	true	null	null	0	null	false	false	false	false	false	false
27,666	999,999	23,090	1,951	8	25	67	18	56.200001	18	null	null	null	null	64.599998	18	7	18	19	null	54	true	null	null	null	null	false	false	false	false	false	false
27,667	170,920	99,999	1,951	5	25	58.799999	18	43.799999	18	null	null	886.299988	18	15.1	18	2.1	18	6	null	45.299999	true	null	null	0	null	false	false	false	false	false	false
27,668	170,920	99,999	1,951	5	21	63.900002	18	45	18	null	null	882.799988	18	16.200001	18	1	18	2.9	null	51.299999	true	null	null	0	null	false	false	false	false	false	false
27,669	165,600	99,999	1,951	12	21	58.5	18	53.099998	18	1,028.300049	8	null	null	5.2	18	14.7	18	18.1	null	55	false	null	null	0	null	false	false	false	false	false	false
27,670	999,999	14,786	1,951	1	10	33.400002	18	19.200001	18	1,024.599976	18	1,024	18	6.5	18	12.9	18	22	null	28	true	null	null	0	null	false	false	false	false	false	false
27,671	467,460	99,999	1,951	3	9	71.300003	18	62.400002	18	1,013.599976	18	1,009.900024	18	2.6	18	3.5	18	9.9	null	59.400002	true	null	null	0	null	true	true	true	true	true	true
27,672	999,999	14,786	1,951	11	6	37.599998	18	20.200001	18	1,037.900024	18	1,037.300049	18	13.5	18	12.1	18	15.9	null	32	true	null	null	0	null	false	false	false	false	false	false
27,673	999,999	12,910	1,951	6	10	83.900002	18	72.400002	18	1,013.5	18	992.400024	18	11.2	18	10.6	18	18.1	null	73.900002	true	null	null	0	null	false	false	false	false	false	false
27,674	467,460	99,999	1,951	10	6	82.900002	18	75.099998	18	1,011.900024	18	1,008.299988	18	3.4	18	6.2	18	9.9	null	76.300003	true	null	null	0	null	true	true	true	true	true	true
27,675	467,640	99,999	1,951	11	11	69.599998	18	68.099998	18	1,018.700012	18	1,017.5	18	1.7	18	3.2	18	8.9	null	68.400002	true	null	null	null	null	false	false	false	false	false	false
27,676	35,810	99,999	1,951	10	17	48.799999	18	43.599998	18	1,028.5	18	null	null	6.5	18	5.2	18	9.9	null	36	false	null	null	0.02	null	true	true	true	true	true	true
27,677	467,640	99,999	1,951	12	30	71.699997	18	65.800003	18	1,015.700012	18	1,014.400024	18	5.2	18	3.8	18	8.9	null	64.400002	true	null	null	0	null	false	false	false	false	false	false
27,678	999,999	14,786	1,951	1	22	24.5	18	6	18	1,031.699951	18	1,031	18	12.3	18	16.1	18	26	null	19	true	null	null	0	null	false	false	false	false	false	false
27,679	999,999	93,032	1,951	5	1	45.099998	18	21.1	18	998.400024	4	811.5	18	14.9	18	6.7	18	14	null	33.099998	true	null	null	0	null	false	false	false	false	false	false
27,680	999,999	13,773	1,951	8	24	67.599998	18	53.900002	18	1,023.200012	18	1,022.799988	18	11.4	18	5.6	18	8	null	54	true	null	null	0	null	false	false	false	false	false	false
27,681	999,999	13,773	1,951	1	24	42.5	18	40.099998	18	1,015.700012	18	1,015.400024	18	5	18	4	18	10.1	null	35.099998	true	null	null	null	null	true	true	true	true	true	true
27,682	999,999	14,786	1,951	7	10	73.599998	18	63.599998	18	1,017.700012	18	1,017.099976	18	13.3	18	12.9	18	22	null	66.900002	true	null	null	0	null	false	false	false	false	false	false
27,683	467,630	99,999	1,951	1	7	71.900002	18	67.099998	18	1,017.5	18	1,015.099976	18	4.5	18	6.9	18	13	null	66.400002	true	null	null	null	null	false	false	false	false	false	false
27,684	593,530	99,999	1,951	2	9	46.799999	18	41.299999	18	1,020.799988	15	761.900024	18	6.4	18	2.1	18	5.1	null	41.400002	true	null	null	null	null	true	true	true	true	true	true
27,685	999,999	13,773	1,951	11	2	40.099998	18	38.599998	18	1,018.200012	18	1,017.700012	18	4.9	18	6.9	18	8.9	null	39	true	null	null	null	null	true	true	true	true	true	true
27,686	999,999	14,786	1,951	12	22	35.099998	18	19.1	18	1,010.5	18	1,009.900024	18	7.5	18	19	18	28	null	30	true	null	null	0	null	false	false	false	false	false	false
27,687	999,999	14,786	1,951	8	5	68.699997	18	50.5	18	1,020	18	1,019.400024	18	14.9	18	6.9	18	10.1	null	57.900002	true	null	null	0	null	false	false	false	false	false	false
27,688	999,999	14,786	1,951	7	24	75.900002	18	60	18	1,017.400024	18	1,016.900024	18	13.1	18	6	18	10.1	null	71.099998	true	null	null	0	null	false	false	false	false	false	false
27,689	999,999	14,786	1,951	9	17	69.099998	18	54.200001	18	1,015.5	18	1,015	18	10.5	18	5.5	18	8	null	64	true	null	null	0	null	false	false	false	false	false	false
27,690	467,630	99,999	1,951	12	2	68.300003	18	65.5	18	1,023.5	18	1,021.099976	18	3.3	18	7.3	18	18.1	null	64.400002	true	null	null	null	null	false	false	false	false	false	false
27,691	467,630	99,999	1,951	2	3	64.599998	18	56.799999	18	1,017.400024	18	1,014.900024	18	3.8	18	10	18	18.1	null	62.400002	true	null	null	0	null	false	false	false	false	false	false
27,692	837,210	99,999	1,951	8	9	68.800003	19	54.099998	19	null	null	946.200012	19	12.4	19	5	19	13	null	57.599998	true	null	null	0	null	false	false	false	false	false	false
27,693	999,999	24,128	1,951	5	26	73.800003	19	40.099998	19	1,012.799988	19	867.799988	19	39.799999	19	3.2	19	11.1	null	46	true	null	null	0	null	false	false	false	false	false	false
27,694	593,530	99,999	1,951	4	4	49.900002	19	41.700001	19	1,025.800049	15	765.400024	19	2.7	19	3.9	19	8	null	48.400002	true	null	null	null	null	false	false	false	false	false	false
27,695	593,530	99,999	1,951	4	22	54	19	40.5	19	1,023.599976	16	763.799988	19	6	19	2	19	5.1	null	43.299999	true	null	null	0	null	false	false	false	false	false	false
27,696	593,530	99,999	1,951	10	14	54.700001	19	49	19	1,016.900024	15	758.900024	19	5.5	19	3.8	19	11.1	null	46.400002	true	null	null	0	null	false	false	false	false	false	false
27,697	999,999	13,773	1,951	5	18	60.599998	19	51.700001	19	1,022.700012	19	1,022.400024	19	6.4	19	12.4	19	20	null	57	true	null	null	0	null	true	true	true	true	true	true
27,698	999,999	24,014	1,951	12	5	28.9	19	25.299999	19	995.200012	19	926.799988	19	14.9	19	4.9	19	10.1	null	25	true	null	null	0	null	false	false	false	false	false	false
27,699	467,640	99,999	1,951	4	4	62.099998	19	56.200001	19	1,019.5	19	1,018.200012	19	2.4	19	4.4	19	8.9	null	60.299999	true	null	null	null	null	false	false	false	false	false	false

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