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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
22,500	307,290	99,999	1,950	1	8	-16.5	6	-22.200001	6	1,033.5	6	null	null	11.4	6	1.3	6	1.9	null	-27	false	null	null	0	null	false	false	false	false	false	false
22,501	306,750	99,999	1,950	2	23	0.5	6	-3.7	6	1,018.099976	6	null	null	9.6	4	0	6	null	null	-18	false	null	null	0	null	false	false	false	false	false	false
22,502	277,030	99,999	1,950	11	6	40.299999	6	38.799999	6	1,012	6	null	null	null	null	9.3	6	12	null	32	false	null	null	0.91	null	false	false	false	false	false	false
22,503	320,910	99,999	1,950	3	1	23.700001	6	null	null	1,010	6	null	null	4.3	6	9.9	6	15.9	null	16	false	null	null	0.05	null	false	false	false	false	false	false
22,504	332,750	99,999	1,950	3	24	32.299999	6	31.299999	6	1,024.599976	6	null	null	4.3	6	9.3	6	15.9	null	30	true	null	null	0.05	null	false	false	false	false	false	false
22,505	308,380	99,999	1,950	10	28	17.299999	6	10.3	6	1,019.400024	6	null	null	9.1	6	1	6	1.9	null	1	false	null	null	0	null	false	false	false	false	false	false
22,506	322,150	99,999	1,950	3	28	25.200001	6	22	4	1,021.400024	6	null	null	17.1	4	9	6	15.9	null	18	false	null	null	0	null	false	false	false	false	false	false
22,507	277,030	99,999	1,950	12	5	33	6	30.5	6	1,012.700012	6	null	null	null	null	9.3	6	14	null	32	false	null	null	0.05	null	false	false	false	false	false	false
22,508	277,310	99,999	1,950	12	17	17.700001	6	11.7	6	1,035.900024	6	null	null	null	null	19.1	6	30.9	null	12	false	null	null	0	null	false	false	false	false	false	false
22,509	341,160	99,999	1,950	11	11	38.200001	6	34	6	1,020.799988	6	null	null	3.1	6	8.3	6	12	null	34	false	null	null	0.04	null	false	false	false	false	false	false
22,510	337,910	99,999	1,950	6	29	66.699997	6	52.799999	6	1,008.599976	6	null	null	7.6	6	7.2	6	22.9	null	57	true	null	null	0.02	null	false	false	false	false	false	false
22,511	225,830	99,999	1,950	2	26	14.7	6	12.3	6	996.900024	6	null	null	11.4	6	4	6	6	null	1	false	null	null	0.02	null	false	false	false	false	false	false
22,512	315,320	99,999	1,950	7	22	69.5	6	63.799999	6	1,004.5	6	null	null	12.4	4	0.4	5	1.9	null	61	true	null	null	0	null	false	false	false	false	false	false
22,513	763,820	99,999	1,950	4	18	74.5	6	50.299999	6	1,009.099976	6	null	null	5.5	6	1.5	6	2.9	null	50	false	null	null	0	null	false	false	false	false	false	false
22,514	999,999	93,116	1,950	4	9	52.200001	6	41	6	1,018.799988	6	1,000.599976	6	39.799999	6	19.700001	6	25.1	null	50	true	null	null	0	null	false	false	false	false	false	false
22,515	337,910	99,999	1,950	5	22	72.400002	6	41.299999	6	1,016.200012	6	null	null	8.8	6	4.7	6	9.9	null	55	false	null	null	0	null	false	false	false	false	false	false
22,516	309,710	99,999	1,950	2	7	-10	6	-12.3	6	1,027.599976	6	null	null	12.4	6	6	5	6	null	-22	true	null	null	0.02	null	false	false	false	false	false	false
22,517	320,770	99,999	1,950	10	4	44.799999	6	37.5	6	1,019	6	null	null	20.200001	4	1	6	4.1	null	32	true	null	null	0	null	false	false	false	false	false	false
22,518	303,930	99,999	1,950	8	22	50.299999	6	43.400002	5	1,030.5	6	null	null	12.4	6	6	6	9.9	null	43	true	null	null	0.02	null	false	false	false	false	false	false
22,519	314,420	99,999	1,950	11	5	18.5	6	7.3	6	1,017.599976	6	null	null	2.1	5	3.3	6	6	null	9	true	null	null	0	null	false	false	false	false	false	false
22,520	320,910	99,999	1,950	3	23	22.5	6	null	null	1,018.099976	6	null	null	11.4	6	13.5	6	27	null	18	false	null	null	0.02	null	false	false	false	false	false	false
22,521	306,640	99,999	1,950	2	3	-17.700001	6	-26	4	1,043.599976	6	null	null	10.9	4	2.7	6	12	null	-35	true	null	null	0	null	false	false	false	false	false	false
22,522	262,890	99,999	1,950	6	17	60.5	6	53.5	6	1,011.799988	6	null	null	5.6	6	5.7	6	8	null	52	false	null	null	0.02	null	false	false	false	false	false	false
22,523	101,290	99,999	1,950	10	19	54.5	6	53.099998	6	1,021.799988	6	null	null	3.1	6	8.5	6	11.1	null	52	false	null	null	0.02	null	true	true	true	true	true	true
22,524	308,620	99,999	1,950	11	20	7.8	6	null	null	1,012.900024	6	null	null	9.3	6	4.3	6	9.9	null	0	false	null	null	null	null	false	false	false	false	false	false
22,525	308,380	99,999	1,950	5	11	45.299999	6	24	5	1,009.799988	6	null	null	9.7	6	8.3	6	15.9	null	36	true	null	null	0	null	false	false	false	false	false	false
22,526	999,999	14,928	1,950	10	1	60.200001	6	58.200001	6	1,011	6	970.5	6	3.8	6	12.3	6	15.9	null	48	true	null	null	null	null	true	true	true	true	true	true
22,527	319,600	99,999	1,950	2	19	13.8	6	7.6	6	1,022.200012	6	null	null	15.5	6	12.5	6	22.9	null	10	false	null	null	0.01	null	false	false	false	false	false	false
22,528	309,650	99,999	1,950	7	2	78.699997	6	59	6	1,003.799988	6	null	null	12.4	6	3	6	6	null	63	false	null	null	0	null	false	false	false	false	false	false
22,529	314,210	99,999	1,950	2	14	-24.700001	6	-28	5	1,024.400024	6	null	null	null	null	2	6	4.1	null	-38	true	null	null	0	null	false	false	false	false	false	false
22,530	246,390	99,999	1,950	5	12	40.700001	6	21.5	4	1,010.200012	6	null	null	24.9	6	5	6	9.9	null	28	true	null	null	0	null	false	false	false	false	false	false
22,531	999,999	24,035	1,950	5	24	53.200001	6	28.700001	6	1,025.300049	6	934.900024	6	29.799999	6	7	6	11.1	null	46	true	null	null	0	null	false	false	false	false	false	false
22,532	263,780	99,999	1,950	3	31	31.5	6	24.5	6	1,007.400024	6	null	null	5	6	6.7	6	9.9	null	23	false	null	null	0	null	false	false	false	false	false	false
22,533	309,570	99,999	1,950	3	9	6.5	6	-10.7	6	1,022.099976	6	null	null	12.4	6	14.6	6	33	null	0	false	null	null	0	null	false	false	false	false	false	false
22,534	296,980	99,999	1,950	8	14	65.699997	6	57.5	6	995.5	6	null	null	8	5	5	6	8	null	52	true	null	null	0	null	true	true	true	true	true	true
22,535	307,030	99,999	1,950	6	30	55.799999	6	52.599998	5	1,013	6	null	null	21.200001	5	1	6	1.9	null	48	true	null	null	0	null	true	true	true	true	true	true
22,536	338,150	99,999	1,950	1	9	22.5	6	18.6	5	1,015.5	6	null	null	5.6	6	6.2	6	19	null	7	false	null	null	0.08	null	false	false	false	false	false	false
22,537	274,020	99,999	1,950	1	30	5.3	6	1.3	6	1,036.900024	6	null	null	null	null	9.9	6	14	null	-6	false	null	null	0.02	null	false	false	false	false	false	false
22,538	332,130	99,999	1,950	6	7	62	6	49	5	1,013.5	6	null	null	11.2	5	10.2	4	19	null	59	false	null	null	0	null	false	false	false	false	false	false
22,539	304,930	99,999	1,950	7	30	68.199997	6	59.299999	6	1,000.700012	6	null	null	12.4	6	4.3	6	9.9	null	43	false	null	null	0	null	false	false	false	false	false	false
22,540	249,340	99,999	1,950	1	26	-12.3	6	-12.7	6	1,022.099976	6	null	null	14.9	6	4.7	6	9.9	null	-24	false	null	null	null	null	false	false	false	false	false	false
22,541	305,760	99,999	1,950	4	8	36.700001	6	20	6	992.599976	6	null	null	8.4	6	4.3	6	8	null	27	true	null	null	0	null	false	false	false	false	false	false
22,542	279,060	99,999	1,950	11	5	35	6	31.5	6	1,021.599976	6	null	null	5	6	15.7	6	22.9	null	30	false	null	null	0.13	null	false	false	false	false	false	false
22,543	270,370	99,999	1,950	5	25	44.799999	6	33.700001	6	1,006	6	null	null	6.6	6	8.4	6	16.9	null	37	true	null	null	0	null	false	false	false	false	false	false
22,544	249,230	99,999	1,950	4	1	11.4	6	1.3	6	1,031.5	6	null	null	null	null	4.7	6	14	null	-8	true	null	null	0	null	false	false	false	false	false	false
22,545	325,090	99,999	1,950	4	16	30	6	7.5	6	1,019.299988	6	null	null	21.700001	6	10	6	12	null	27	true	null	null	0	null	false	false	false	false	false	false
22,546	307,450	99,999	1,950	8	26	60.099998	6	53.200001	6	1,011	6	null	null	null	null	6	6	12	null	41	false	null	null	null	null	false	false	false	false	false	false
22,547	246,410	99,999	1,950	3	6	-32.700001	6	-40	4	1,030.599976	6	null	null	13.6	6	0.6	6	4.1	null	-47	false	null	null	0	null	true	true	true	true	true	true
22,548	305,490	99,999	1,950	6	7	46.299999	6	27.6	5	1,015.299988	6	null	null	26.4	4	9.6	6	15.9	null	30	true	null	null	0	null	false	false	false	false	false	false
22,549	249,660	99,999	1,950	8	26	54.5	6	51.200001	6	1,010.599976	6	null	null	4.7	6	1	6	6	null	46	true	null	null	0.04	null	true	true	true	true	true	true
22,550	224,220	99,999	1,950	3	13	7.2	6	5.6	5	994.900024	6	null	null	6.8	6	5.3	6	8	null	-6	false	null	null	null	null	true	true	true	true	true	true
22,551	345,040	99,999	1,950	11	9	40.200001	6	39	6	1,018.700012	6	null	null	1.9	6	2.8	5	8	null	36	false	null	null	0.04	null	true	true	true	true	true	true
22,552	221,270	99,999	1,950	1	26	25.6	6	19.6	5	1,022.599976	6	null	null	9.5	6	22	6	33	null	23	false	null	null	0.05	null	false	false	false	false	false	false
22,553	317,070	99,999	1,950	5	30	60.200001	6	38.299999	6	1,014	6	null	null	12.4	4	10.8	6	16.9	null	52	false	null	null	null	null	false	false	false	false	false	false
22,554	227,680	99,999	1,950	6	2	40.200001	6	27	6	1,008.5	6	null	null	6.2	6	14.8	6	27	null	34	false	null	null	0.04	null	false	false	false	false	false	false
22,555	307,640	99,999	1,950	3	6	2.7	6	null	null	1,013	6	null	null	12.4	6	24.200001	6	42.900002	null	-6	true	null	null	0.01	null	false	false	false	false	false	false
22,556	315,210	99,999	1,950	6	2	68	6	46	6	1,013.5	6	null	null	10.6	6	7.9	6	9.9	null	45	false	null	null	0	null	false	false	false	false	false	false
22,557	101,290	99,999	1,950	3	24	47.299999	6	45.799999	6	1,021.5	6	null	null	3.5	6	17	6	25.1	null	43	true	null	null	0.09	null	false	false	false	false	false	false
22,558	340,980	99,999	1,950	2	1	-9.9	6	-16.6	5	1,022	6	null	null	7.6	6	0	6	null	null	-20	false	null	null	0	null	false	false	false	false	false	false
22,559	226,760	99,999	1,950	5	28	35.299999	6	28	6	1,009.400024	6	null	null	14.7	6	12	5	15.9	null	34	true	null	null	0	null	false	false	false	false	false	false
22,560	261,960	99,999	1,950	11	8	27.1	6	25.6	6	1,003.799988	6	null	null	null	null	7.3	6	9.9	null	25	false	null	null	0.08	null	false	false	false	false	false	false
22,561	942,340	99,999	1,950	2	3	84.699997	7	74.199997	7	null	null	null	null	21.299999	7	3.4	7	6	null	77	true	null	null	0.04	null	false	false	false	false	false	false
22,562	306,220	99,999	1,950	10	13	27.4	7	17.4	7	null	null	null	null	null	null	7.7	7	12	null	14	false	null	null	0	null	false	false	false	false	false	false
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22,564	947,675	99,999	1,950	12	27	68.599998	7	null	null	null	null	null	null	null	null	13.3	7	20	null	64.800003	true	null	null	0	null	false	false	false	false	false	false
22,565	947,670	99,999	1,950	1	23	65.699997	7	57	7	null	null	null	null	9.7	7	8.3	7	15	null	62.099998	true	null	null	0	null	false	false	false	false	false	false
22,566	949,260	99,999	1,950	8	18	48.900002	7	44.599998	7	null	null	null	null	16.1	7	1.8	7	8	null	43	false	null	null	0.12	null	false	false	false	false	false	false
22,567	946,100	99,999	1,950	10	2	62.400002	7	55.700001	7	null	null	null	null	12.9	7	15.1	7	22	null	50	false	null	null	0.08	null	false	false	false	false	false	false
22,568	944,030	99,999	1,950	12	10	67	7	53.700001	7	null	null	null	null	10.5	7	16	7	22.9	null	59	true	null	null	0	null	false	false	false	false	false	false
22,569	942,870	99,999	1,950	1	12	79.699997	7	73.599998	7	null	null	null	null	9.2	7	12.8	7	18.1	null	73.900002	false	null	null	2.95	null	false	false	false	false	false	false
22,570	949,100	99,999	1,950	8	9	45.700001	7	39.400002	7	null	null	null	null	35.5	7	1.3	7	6	null	30	false	null	null	0	null	false	false	false	false	false	false
22,571	940,270	99,999	1,950	2	26	85.300003	7	74.300003	7	null	null	null	null	17.799999	7	11.3	7	18.1	null	77	false	null	null	0	null	false	false	false	false	false	false
22,572	949,999	13	1,950	7	11	63	7	47.900002	7	null	null	null	null	null	null	4.1	7	12	null	52.299999	true	null	null	0	null	false	false	false	false	false	false
22,573	949,999	73	1,950	5	21	76.099998	7	null	null	null	null	null	null	null	null	1.3	7	4.1	null	61	true	null	null	0	null	false	false	false	false	false	false
22,574	942,870	99,999	1,950	1	29	78.699997	7	71.199997	7	null	null	null	null	23.200001	7	3.1	7	8	null	71.099998	false	null	null	2.72	null	false	false	false	false	false	false
22,575	942,870	99,999	1,950	9	11	72	7	67.900002	7	null	null	null	null	8.6	7	11.1	7	15.9	null	69.099998	false	null	null	0.08	null	false	false	false	false	false	false
22,576	956,770	99,999	1,950	8	28	59.299999	7	null	null	null	null	null	null	null	null	16	7	22.9	null	56.799999	true	null	null	0	null	false	false	false	false	false	false
22,577	940,350	99,999	1,950	2	24	75	7	71.699997	7	null	null	null	null	7	7	9.1	7	18.1	null	72	false	null	null	1.85	null	false	false	false	false	false	false
22,578	945,100	99,999	1,950	11	18	73.599998	7	55.799999	7	null	null	null	null	24.9	7	5.6	7	8.9	null	55.900002	false	null	null	0	null	false	false	false	false	false	false
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22,580	948,640	99,999	1,950	1	18	65.199997	7	54.599998	7	null	null	null	null	11	7	9.7	7	15	null	52	false	null	null	null	null	false	false	false	false	false	false
22,581	944,300	99,999	1,950	9	26	74.599998	7	39.599998	7	null	null	null	null	12.4	7	7.8	7	15	null	55.900002	true	null	null	0	null	false	false	false	false	false	false
22,582	946,530	99,999	1,950	1	21	63	7	47	7	null	null	null	null	17.799999	7	9.4	7	15.9	null	48.900002	true	null	null	0	null	false	false	false	false	false	false
22,583	949,260	99,999	1,950	7	21	49.299999	7	47.299999	7	null	null	null	null	10.3	7	2.6	7	8	null	45	true	null	null	0.01	null	true	true	true	true	true	true
22,584	948,640	99,999	1,950	6	21	43	7	40.599998	7	null	null	null	null	2	7	1.8	7	6	null	35.099998	true	null	null	0.01	null	true	true	true	true	true	true
22,585	943,050	99,999	1,950	1	17	85.699997	7	79	7	null	null	null	null	8.1	7	9.1	7	16.9	null	79	false	null	null	0	null	false	false	false	false	false	false
22,586	943,265	99,999	1,950	6	27	48.900002	7	null	null	null	null	null	null	null	null	2.7	7	8.9	null	37.900002	true	null	null	0	null	false	false	false	false	false	false
22,587	945,780	99,999	1,950	8	16	59.400002	7	54.400002	7	null	null	null	null	11.3	7	9.2	7	18.1	null	54	false	null	null	0	null	false	false	false	false	false	false
22,588	948,650	99,999	1,950	7	20	54.5	7	49.799999	7	null	null	null	null	11.4	7	0.1	7	1	null	44.099998	false	null	null	0.02	null	false	false	false	false	false	false
22,589	942,945	99,999	1,950	8	27	66.900002	7	null	null	null	null	null	null	null	null	6.1	7	15	null	55.200001	true	null	null	0	null	false	false	false	false	false	false
22,590	942,990	99,999	1,950	4	5	81.800003	7	73.099998	7	null	null	null	null	19.5	7	13.5	7	16.9	null	77	false	null	null	0.01	null	false	false	false	false	false	false
22,591	945,100	99,999	1,950	4	14	67	7	53.200001	7	null	null	null	null	28.4	7	8.8	7	13	null	54	false	null	null	0	null	false	false	false	false	false	false
22,592	945,785	99,999	1,950	11	6	66.800003	7	null	null	null	null	null	null	null	null	8.7	7	15.9	null	58.299999	true	null	null	0	null	false	false	false	false	false	false
22,593	943,120	99,999	1,950	4	21	78.599998	7	51.700001	7	null	null	null	null	17.799999	7	5.2	7	15	null	62.099998	true	null	null	0	null	false	false	false	false	false	false
22,594	956,770	99,999	1,950	9	27	66.900002	7	null	null	null	null	null	null	null	null	13	7	20	null	59	true	null	null	0	null	false	false	false	false	false	false
22,595	945,780	99,999	1,950	8	22	57.599998	7	47.299999	7	null	null	null	null	14.6	7	4.1	7	8	null	52	false	null	null	0	null	false	false	false	false	false	false
22,596	949,999	13	1,950	12	18	88.300003	7	56.200001	7	null	null	null	null	null	null	15.5	7	22	null	79	true	null	null	0	null	false	false	false	false	false	false
22,597	944,030	99,999	1,950	3	24	73.699997	7	64.599998	7	null	null	null	null	11	7	9.5	7	18.1	null	62.099998	true	null	null	0	null	false	false	false	false	false	false
22,598	958,660	99,999	1,950	3	13	58.099998	7	null	null	null	null	null	null	null	null	10.1	7	16.9	null	54.900002	true	null	null	0	null	false	false	false	false	false	false
22,599	306,920	99,999	1,950	1	1	-40.299999	7	-45	7	1,022.799988	6	null	null	null	null	4.9	7	9.9	null	-49	false	null	null	0	null	true	true	true	true	true	true

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