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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
16,300	999,999	13,895	1,948	2	15	45.099998	24	31.799999	24	1,032.400024	24	1,025	24	11.8	24	4.5	24	8.9	null	34	true	null	null	0	null	false	false	false	false	false	false
16,301	999,999	24,016	1,948	3	26	29.200001	24	19.200001	24	1,012.599976	23	832.299988	23	34.799999	24	12.4	24	22	null	21	true	null	null	null	null	false	false	false	false	false	false
16,302	723,677	23,054	1,948	2	11	9.3	24	4.3	24	1,016.299988	23	784.099976	24	4.5	24	24.1	24	30.9	null	3.4	true	null	null	null	null	true	true	true	true	true	true
16,303	999,999	14,749	1,948	1	8	25.200001	24	20.4	24	1,017.900024	24	991.200012	24	6.6	24	8.8	24	14	null	21.9	true	null	null	null	null	false	false	false	false	false	false
16,304	999,999	14,752	1,948	3	3	31.700001	24	26.299999	24	1,016.099976	24	1,015.299988	24	7.9	24	8.5	24	15.9	null	28	true	null	null	null	null	false	false	false	false	false	false
16,305	999,999	14,737	1,948	5	15	56.900002	24	44.799999	24	1,014.299988	24	1,000.200012	24	10.9	24	8.6	24	19	null	48	true	null	null	null	null	true	true	true	true	true	true
16,306	999,999	24,138	1,948	4	23	37.599998	24	32.5	24	1,005.299988	24	829.700012	24	20.6	24	6.9	24	13	null	30.9	true	null	null	null	null	true	true	true	true	true	true
16,307	913,660	40,604	1,948	10	5	82.400002	24	74.900002	24	1,011.200012	24	1,010.900024	24	11.9	24	3	24	8.9	null	78.300003	true	null	null	0	null	false	false	false	false	false	false
16,308	719,090	99,999	1,948	6	1	36	24	32.5	24	1,014.900024	24	1,012.200012	24	28.6	24	10.1	24	14	null	32.400002	true	null	null	null	null	false	false	false	false	false	false
16,309	999,999	14,834	1,948	1	2	26.799999	24	24.5	24	1,003.599976	24	981.700012	24	4.3	24	11.3	24	22	null	23	true	null	null	null	null	true	true	true	true	true	true
16,310	725,959	99,999	1,948	1	16	31.799999	24	26.1	24	1,030	24	936.5	24	27.799999	24	1.8	24	6	null	21.4	true	null	null	0	null	false	false	false	false	false	false
16,311	722,970	23,129	1,948	11	23	56.5	24	40.299999	24	1,018.5	24	1,017.200012	24	10.6	24	0.9	24	7	null	43.299999	true	null	null	0	null	false	false	false	false	false	false
16,312	727,976	24,217	1,948	10	16	46.599998	24	32.099998	24	1,031.199951	24	1,025.099976	24	24.4	24	7.3	24	13	null	36	true	null	null	0	null	true	true	true	true	true	true
16,313	999,999	14,848	1,948	9	25	55.799999	24	45.400002	24	1,026.400024	24	997.900024	24	11.8	24	7.1	24	15	null	43	true	null	null	0	null	false	false	false	false	false	false
16,314	749,113	99,999	1,948	12	24	21.5	24	16.4	24	1,027.699951	24	983.799988	24	3.2	24	11.6	24	15	null	18.299999	true	null	null	null	null	false	false	false	false	false	false
16,315	999,999	41,406	1,948	9	23	81.400002	24	75.300003	24	1,009.400024	24	1,001	24	12	24	4.5	24	12	null	77	true	null	null	0	null	false	false	false	false	false	false
16,316	718,010	99,999	1,948	6	14	45.900002	24	42.5	24	1,017.400024	24	null	null	13.6	24	10	24	22	null	41.400002	true	null	null	0	null	true	true	true	true	true	true
16,317	999,999	24,227	1,948	1	25	37.200001	24	28.1	24	1,027	24	1,019.5	24	24.9	24	2.9	23	8	null	26.1	true	null	null	0	null	true	true	true	true	true	true
16,318	999,999	93,817	1,948	3	13	30.4	24	19.5	24	1,032.099976	24	1,017.200012	24	6.6	24	3.7	24	8	null	19.9	true	null	null	0	null	false	false	false	false	false	false
16,319	724,810	23,203	1,948	11	25	49.299999	24	39.099998	24	1,014.299988	24	1,007.900024	24	5.5	24	6.7	24	15.9	null	38.299999	true	null	null	0	null	false	false	false	false	false	false
16,320	722,585	93,901	1,948	6	10	82	24	65.599998	24	1,012	24	994.700012	24	14.5	24	4.5	24	10.1	null	70.300003	true	null	null	0	null	false	false	false	false	false	false
16,321	719,060	99,999	1,948	7	6	52.900002	24	40.900002	24	1,019.900024	24	1,015.799988	24	29.799999	24	7.9	24	15.9	null	36.299999	true	null	null	0	null	false	false	false	false	false	false
16,322	722,250	13,829	1,948	7	10	75	24	71.800003	24	1,014.700012	24	1,006.900024	24	7.1	24	9.6	24	15.9	null	70.300003	true	null	null	null	null	true	true	true	true	true	true
16,323	711,896	99,999	1,948	3	5	-7.5	24	-34.599998	24	1,032.800049	24	1,029.800049	24	18.1	24	16.4	24	22.9	null	-17.5	true	null	null	0	null	false	false	false	false	false	false
16,324	725,280	14,733	1,948	10	20	39.200001	24	35.700001	24	1,019.700012	24	993.5	24	5.6	24	10	24	12	null	35.099998	true	null	null	null	null	true	true	true	true	true	true
16,325	999,999	26,529	1,948	10	11	30.5	24	26.9	24	993.900024	24	985.400024	24	21.1	24	6.3	24	13	null	18	true	null	null	null	null	false	false	false	false	false	false
16,326	999,999	25,309	1,948	11	3	43.799999	24	34.599998	24	971.799988	24	970.900024	24	9.5	24	19.700001	24	34	null	42.099998	true	null	null	null	null	false	false	false	false	false	false
16,327	999,999	12,844	1,948	6	22	84.699997	24	73	24	1,019.299988	24	1,018.5	24	14.9	24	7.9	24	14	null	81	true	null	null	0	null	false	false	false	false	false	false
16,328	999,999	23,183	1,948	9	28	82	24	50.5	24	1,011.599976	24	973.5	24	20.299999	24	4.7	24	19	null	64.900002	true	null	null	null	null	false	false	false	false	false	false
16,329	999,999	23,067	1,948	7	19	76.300003	24	56.400002	24	1,008	24	869.200012	24	14.9	24	8	24	14	null	64.900002	true	null	null	0	null	false	false	false	false	false	false
16,330	999,999	13,754	1,948	6	27	83.599998	24	73.300003	24	1,019.200012	24	1,017.599976	24	9.4	24	3.8	24	14	null	75	true	null	null	0	null	true	true	true	true	true	true
16,331	724,550	13,947	1,948	4	1	41.599998	24	32.099998	24	1,011.799988	23	972.400024	24	14.9	24	4.9	24	15.9	null	28	true	null	null	0	null	false	false	false	false	false	false
16,332	703,330	99,999	1,948	6	7	43.400002	24	39.700001	24	1,011	24	null	null	24.1	23	9.6	24	26	null	35.400002	true	null	null	null	null	true	true	true	true	true	true
16,333	999,999	23,232	1,948	1	19	44.299999	24	37.099998	24	1,017.700012	23	1,016.5	24	5.4	24	2.9	24	6	null	30	true	null	null	0	null	true	true	true	true	true	true
16,334	999,999	94,702	1,948	10	24	48.700001	24	43.099998	24	1,021.099976	24	1,020.400024	24	9.3	24	21.299999	24	30.1	null	46	true	null	null	null	null	false	false	false	false	false	false
16,335	999,999	24,152	1,948	4	22	41	24	34.5	24	1,004.599976	24	865.200012	24	13.7	24	5.8	24	15.9	null	33.099998	true	null	null	null	null	false	false	false	false	false	false
16,336	999,999	23,244	1,948	4	26	55.400002	24	40.799999	24	1,016.099976	24	1,015.299988	24	13.3	24	7.9	24	20	null	45	true	null	null	0	null	false	false	false	false	false	false
16,337	723,650	23,050	1,948	1	15	37.599998	24	17.700001	24	1,020.900024	24	840.799988	24	66.300003	24	3.5	24	5.1	null	26.4	true	null	null	0	null	false	false	false	false	false	false
16,338	724,663	99,999	1,948	2	11	-2.6	24	-11.3	24	1,029.699951	24	809.799988	24	9.1	24	24.4	24	30.9	null	-7.6	true	null	null	null	null	false	false	false	false	false	false
16,339	702,735	26,409	1,948	2	27	16.299999	24	9.4	24	1,017.099976	24	1,012	24	30.4	24	2.9	24	5.1	null	5.4	true	null	null	0	null	false	false	false	false	false	false
16,340	745,980	13,702	1,948	8	22	75.300003	24	71.599998	24	1,019.700012	24	1,019.400024	24	6.7	24	4.3	24	14	null	70	true	null	null	null	null	true	true	true	true	true	true
16,341	722,696	99,999	1,948	4	21	67.900002	24	39.099998	24	1,011.700012	24	876.900024	23	24	24	4.8	24	16.9	null	59.400002	true	null	null	null	null	false	false	false	false	false	false
16,342	110,300	99,999	1,948	12	9	31.9	24	29.200001	24	1,025.800049	24	1,003.799988	24	5.6	24	8.9	24	21	null	31.299999	true	null	null	0	null	false	false	false	false	false	false
16,343	727,450	14,913	1,948	4	1	29.299999	24	22	24	1,005.400024	24	953.099976	23	14.9	24	16	24	19	22.9	22.299999	false	null	null	0	3.9	false	false	false	false	false	false
16,344	999,999	13,729	1,948	9	2	58.900002	24	51.200001	24	1,020.900024	24	949.799988	24	10.1	24	2.3	24	6	null	45	true	null	null	0	null	true	true	true	true	true	true
16,345	724,285	13,812	1,948	4	15	50.200001	24	41.299999	24	1,024.099976	24	996.799988	24	6.1	24	4.9	24	9.9	null	44.400002	true	null	null	0	null	false	false	false	false	false	false
16,346	727,937	99,999	1,948	7	4	57.400002	24	51.099998	24	1,012.599976	24	990.5	24	23.299999	24	9	24	13	null	50.400002	true	null	null	null	null	false	false	false	false	false	false
16,347	999,999	24,240	1,948	9	15	55.599998	24	54.200001	24	1,007.400024	24	1,004.299988	24	6.6	24	16.9	24	31.1	null	53.099998	true	null	null	null	null	true	true	true	true	true	true
16,348	999,999	12,922	1,948	11	3	67.900002	24	48.900002	24	1,010.900024	24	1,006.900024	24	14.9	24	9.1	24	15.9	null	54	true	null	null	0	null	false	false	false	false	false	false
16,349	999,999	23,177	1,948	3	27	34.599998	24	20.799999	24	1,025.300049	24	846.099976	24	29.799999	24	11.2	24	20	null	18	true	null	null	0	null	false	false	false	false	false	false
16,350	999,999	24,216	1,948	8	25	79.199997	24	48.700001	24	1,011.299988	24	998.799988	24	51.200001	24	4.3	24	8	null	64.900002	true	null	null	0	null	false	false	false	false	false	false
16,351	999,999	13,742	1,948	10	10	61.099998	24	51.799999	24	1,014.299988	24	1,013.400024	24	9.6	24	7.8	24	14	null	51.099998	true	null	null	0	null	false	false	false	false	false	false
16,352	999,999	14,607	1,948	11	9	38.200001	24	30.1	24	1,025.099976	24	1,001.299988	24	27.5	24	8.6	24	13	null	30.9	true	null	null	0	null	false	false	false	false	false	false
16,353	999,999	13,741	1,948	7	12	73.099998	24	66.900002	24	1,016.900024	24	975.599976	24	12.1	24	5.1	24	15.9	null	66	true	null	null	null	null	false	false	false	false	false	false
16,354	911,820	22,521	1,948	1	24	66	24	58.900002	24	1,012.200012	24	1,011.200012	24	13.1	24	6	24	16.9	null	61.299999	false	null	null	0.59	null	false	false	false	false	false	false
16,355	477,710	99,999	1,948	5	30	65.300003	24	50.900002	24	1,015.099976	24	1,013.099976	24	14.1	24	4	24	8.9	null	52.299999	true	null	null	0	null	false	false	false	false	false	false
16,356	724,070	93,730	1,948	5	12	72.300003	24	null	null	1,017.700012	24	1,015.400024	24	8.8	24	10.5	24	15.9	null	60.299999	true	null	null	0	null	false	false	false	false	false	false
16,357	999,999	14,764	1,948	10	7	49.299999	24	42.299999	24	1,019.799988	24	1,017.400024	24	11.7	24	4.8	24	12	null	37	true	null	null	0	null	false	false	false	false	false	false
16,358	999,999	93,807	1,948	1	4	34.900002	24	27.200001	24	1,015.400024	24	979.400024	24	5	24	4.3	24	14	null	28.9	true	null	null	null	null	false	false	false	false	false	false
16,359	106,330	99,999	1,948	12	27	23.1	24	16.4	24	1,029.900024	24	1,011.299988	24	7.4	24	7.7	24	12	null	20.299999	true	null	null	0	null	false	false	false	false	false	false
16,360	749,132	99,999	1,948	12	25	39.700001	24	34.299999	24	975.099976	24	967.700012	24	29.799999	24	9.3	24	27	null	37.400002	true	null	null	0	null	false	false	false	false	false	false
16,361	725,310	14,806	1,948	8	27	81.800003	24	69.300003	24	1,020.400024	24	993.900024	24	6.5	24	1.9	24	9.9	null	69.300003	true	null	null	0	null	false	false	false	false	false	false
16,362	999,999	23,051	1,948	7	8	71.5	24	58.200001	24	1,012.099976	24	847.200012	24	14.9	24	13.5	24	24.1	null	57	true	null	null	null	null	false	false	false	false	false	false
16,363	999,999	93,111	1,948	2	13	45.700001	24	34.400002	24	1,026.400024	24	1,025.900024	24	10.5	24	6.1	24	13	null	33.099998	true	null	null	0	null	false	false	false	false	false	false
16,364	999,999	13,995	1,948	3	14	44.099998	24	26.200001	24	1,016.099976	24	969.599976	24	14.9	24	19.1	24	26	null	35.099998	true	null	null	0	null	false	false	false	false	false	false
16,365	722,166	93,845	1,948	6	4	76.800003	24	57	24	1,010.799988	24	1,003	24	11.2	24	4.4	24	14	null	64.400002	true	null	null	0	null	false	false	false	false	false	false
16,366	999,999	24,135	1,948	12	12	27.799999	24	21.9	24	1,000.400024	24	811.599976	24	24.6	24	11.6	24	26	null	23	true	null	null	null	null	false	false	false	false	false	false
16,367	723,540	13,919	1,948	12	20	40.599998	24	30.9	24	1,008.099976	24	962.5	24	13.9	24	11.5	24	20	null	32.400002	true	null	null	0	null	false	false	false	false	false	false
16,368	723,601	23,007	1,948	9	6	86.599998	24	57.799999	24	1,004.200012	24	938.299988	24	14.9	24	10.3	24	15.9	null	69.099998	true	null	null	0	null	false	false	false	false	false	false
16,369	723,650	23,050	1,948	3	9	37.5	24	19.299999	24	1,007	24	829.5	24	45.5	24	7.9	24	9.9	null	32.400002	true	null	null	null	null	false	false	false	false	false	false
16,370	723,550	13,945	1,948	1	20	37.200001	24	null	null	1,022	24	977.700012	23	12.3	24	7.4	24	13	null	29.299999	true	null	null	0	null	false	false	false	false	false	false
16,371	43,900	99,999	1,948	10	29	34.599998	24	19.4	24	993.700012	24	984.299988	24	28.6	24	18.4	24	35	null	31.299999	true	null	null	0	null	false	false	false	false	false	false
16,372	999,999	12,844	1,948	11	17	77.5	24	69.099998	24	1,017.799988	24	1,017.099976	24	14.9	24	4	24	10.1	null	70	true	null	null	0	null	false	false	false	false	false	false
16,373	999,999	13,995	1,948	11	19	41.400002	24	35.700001	24	996.599976	24	951.700012	24	13.8	24	19.200001	24	30.1	null	30	true	null	null	null	null	false	false	false	false	false	false
16,374	749,140	99,999	1,948	1	15	23.5	24	16.6	24	1,003.099976	24	1,001.400024	24	9.6	24	13.7	24	26	null	18.299999	true	null	null	null	null	false	false	false	false	false	false
16,375	999,999	13,750	1,948	5	28	69.800003	24	63.799999	24	1,016.799988	24	1,016.099976	24	7.6	24	5.8	24	11.1	null	64	true	null	null	0	null	false	false	false	false	false	false
16,376	999,999	24,243	1,948	4	30	43.400002	24	26.299999	24	1,011	24	972.099976	24	23.200001	24	5.6	24	17.1	null	28	true	null	null	0	null	false	false	false	false	false	false
16,377	722,175	13,860	1,948	9	10	79	24	70.400002	24	1,014.5	24	1,004.700012	24	8.7	24	4.2	24	14	null	72.300003	true	null	null	0	null	false	false	false	false	false	false
16,378	999,999	13,729	1,948	10	19	34.400002	24	24.5	24	1,020.400024	24	946.700012	24	14.3	24	4.4	24	14	null	21	true	null	null	0	null	false	false	false	false	false	false
16,379	787,804	99,999	1,948	3	7	63.200001	24	62	24	1,016.5	24	1,014.700012	24	6	24	12.7	24	16.9	null	59.400002	true	null	null	null	null	true	true	true	true	true	true
16,380	999,999	23,236	1,948	11	18	58.5	24	35.700001	24	1,021.700012	24	1,012.900024	24	19.299999	24	13.1	24	28.9	null	53.099998	true	null	null	0	null	false	false	false	false	false	false
16,381	108,640	99,999	1,948	7	12	58.5	24	50	24	1,011.200012	24	947.400024	24	16.1	24	6	24	12	null	48.400002	true	null	null	null	null	false	false	false	false	false	false
16,382	999,999	26,514	1,948	12	7	-28.1	24	-28.1	24	1,022.200012	24	1,015.599976	24	14.9	24	0.2	24	1.9	null	-34.099998	true	null	null	0	null	false	false	false	false	false	false
16,383	722,656	23,040	1,948	7	13	84.699997	24	63.299999	24	1,008.900024	24	915.400024	24	14.4	24	10.5	24	17.1	null	72	true	null	null	0	null	false	false	false	false	false	false
16,384	109,530	99,999	1,948	9	18	56.299999	24	49	24	1,023.799988	24	941	24	19	24	5.8	24	14	null	44.400002	true	null	null	0	null	true	true	true	true	true	true
16,385	723,446	13,971	1,948	8	11	74	24	70.599998	24	1,014.299988	24	975.400024	24	9.9	24	1.7	24	2.9	null	66.900002	true	null	null	null	null	true	true	true	true	true	true
16,386	722,866	23,122	1,948	10	1	69.099998	24	49.700001	24	1,013.099976	24	974.5	24	6.8	24	3.6	24	8.9	null	52.299999	true	null	null	0	null	false	false	false	false	false	false
16,387	749,414	99,999	1,948	1	22	81.099998	24	76.099998	24	1,008.799988	24	1,008.099976	24	29.799999	24	1.8	24	2.9	null	76.300003	true	null	null	0	null	false	false	false	false	false	false
16,388	999,999	24,156	1,948	2	18	47.099998	24	30.799999	24	1,014.400024	24	861.5	24	34.599998	24	14.9	24	22	null	39.900002	true	null	null	null	null	false	false	false	false	false	false
16,389	725,755	24,101	1,948	11	22	28.299999	24	20.9	24	1,027.800049	24	860.799988	24	15.1	24	4.7	24	8.9	null	23	true	null	null	null	null	false	false	false	false	false	false
16,390	999,999	13,982	1,948	8	31	74.300003	24	64.5	24	1,019	24	991.099976	24	10.6	24	7.5	24	10.1	null	66.900002	true	null	null	null	null	false	false	false	false	false	false
16,391	725,250	14,852	1,948	2	26	39.5	24	35.200001	24	1,015.700012	24	972.099976	24	3.5	24	13.1	24	24.1	null	36	true	null	null	null	null	true	true	true	true	true	true
16,392	999,999	24,142	1,948	5	24	67.199997	24	32.099998	24	1,013.900024	24	888.799988	24	29.799999	24	8.3	24	11.1	null	50	true	null	null	0	null	false	false	false	false	false	false
16,393	999,999	12,835	1,948	11	10	73.800003	24	65.099998	24	1,015	24	1,014.599976	24	13.7	24	4.2	24	8.9	null	64.900002	true	null	null	0	null	false	false	false	false	false	false
16,394	999,999	13,750	1,948	8	11	77.900002	24	67	24	1,019.900024	24	1,019.200012	24	4.7	24	9.9	24	18.1	null	70	true	null	null	0	null	true	true	true	true	true	true
16,395	722,486	13,942	1,948	3	23	61.400002	24	44.299999	24	1,012.799988	24	1,009.799988	24	14.7	24	9.2	24	15.9	null	50.400002	true	null	null	0	null	false	false	false	false	false	false
16,396	999,999	22,515	1,948	11	6	75.800003	24	64.900002	24	1,013.400024	24	1,011.299988	24	14.9	24	6.9	24	18.1	null	72	true	null	null	0	null	false	false	false	false	false	false
16,397	999,999	24,040	1,948	6	29	70	24	51.400002	24	1,018.5	24	918.799988	24	36.5	24	5.3	24	15	null	57	true	null	null	null	null	false	false	false	false	false	false
16,398	783,970	99,999	1,948	5	10	80.5	24	72.599998	24	1,012.799988	24	1,008.700012	24	14.9	24	5.9	24	14	null	73.400002	true	null	null	null	null	false	false	false	false	false	false
16,399	999,999	23,065	1,948	3	16	35.5	24	30.5	24	1,014.599976	24	885.599976	24	12.3	24	9.5	24	15	null	28.9	true	null	null	null	null	false	false	false	false	false	false

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