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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
20,200	722,525	12,920	1,949	1	31	33	24	19.6	24	1,025.199951	24	1,006.200012	24	14.9	24	5.9	24	13	null	23	true	null	null	0	null	false	false	false	false	false	false
20,201	745,980	13,702	1,949	6	22	84.199997	24	70.5	24	1,008.400024	24	1,008.099976	24	9.9	24	10.1	24	15	null	77	true	null	null	null	null	false	false	false	false	false	false
20,202	727,937	99,999	1,949	5	5	51	24	39.400002	24	1,031.599976	24	1,008.799988	24	36.900002	24	6.6	24	15.9	null	38.299999	true	null	null	0	null	false	false	false	false	false	false
20,203	724,096	14,706	1,949	10	19	59.700001	24	45.799999	24	1,018.299988	24	1,013.5	24	9.9	24	9.7	24	14	null	55.900002	false	null	null	0	null	false	false	false	false	false	false
20,204	999,999	14,939	1,949	12	8	18.700001	24	6.7	24	1,033.5	24	987.900024	24	14.9	24	7.2	24	11.1	null	15.1	true	null	null	0	null	false	false	false	false	false	false
20,205	999,999	24,255	1,949	12	31	35.299999	24	30.299999	24	1,013.400024	24	1,012.5	24	11.4	24	12.7	24	24.1	null	33.099998	true	null	null	null	null	false	false	false	false	false	false
20,206	727,935	24,234	1,949	11	16	50.700001	24	45.900002	24	1,018.400024	24	1,017.400024	24	3	24	3.9	24	8.9	null	45.299999	false	null	null	0	null	false	false	false	false	false	false
20,207	722,545	99,999	1,949	1	23	64.099998	24	62.5	24	1,016	24	997.900024	24	4.5	24	10.1	24	16.9	null	56.299999	true	null	null	null	null	true	true	true	true	true	true
20,208	999,999	14,944	1,949	8	18	71.599998	24	63.200001	24	1,014.799988	24	964.5	24	12.1	24	5.8	24	10.1	null	66	true	null	null	null	null	false	false	false	false	false	false
20,209	999,999	15,027	1,949	7	25	68	24	58.200001	24	1,018.299988	24	1,016	24	7.2	24	3.4	24	15.9	null	55.900002	true	null	null	0	null	true	true	true	true	true	true
20,210	999,999	14,853	1,949	9	24	49.5	24	39.299999	24	1,020.599976	24	991.900024	24	14.7	24	7.3	24	12	null	41	true	null	null	0	null	false	false	false	false	false	false
20,211	999,999	14,788	1,949	10	11	68	24	64.400002	24	1,018.5	24	1,017.5	24	3.6	24	3.7	24	14	null	62.099998	true	null	null	0	null	true	true	true	true	true	true
20,212	722,165	13,815	1,949	3	25	72.5	24	66.400002	23	1,020.599976	24	1,012.799988	24	9.3	24	4.1	24	12	null	64	true	null	null	0	null	true	true	true	true	true	true
20,213	999,999	23,187	1,949	5	2	58	24	35.700001	24	1,011.299988	24	861	24	36.700001	24	19	24	30.1	null	50	true	null	null	0	null	false	false	false	false	false	false
20,214	999,999	12,917	1,949	3	26	71.300003	24	69.800003	24	1,009.5	24	1,008.799988	24	6.8	24	16.1	24	26	null	66.900002	true	null	null	null	null	true	true	true	true	true	true
20,215	999,999	14,819	1,949	1	10	34.299999	24	30.6	24	1,033.599976	24	1,009.900024	24	5.7	24	8.7	24	11.1	null	33.099998	true	null	null	null	null	false	false	false	false	false	false
20,216	727,834	99,999	1,949	11	24	43.5	24	42.299999	24	null	null	null	null	8.2	24	3.7	24	14	null	39.400002	true	null	null	null	null	true	true	true	true	true	true
20,217	999,999	24,159	1,949	7	23	67.800003	24	46.700001	24	null	null	null	null	14.9	24	2.5	24	8.9	null	45	true	null	null	0	null	false	false	false	false	false	false
20,218	999,999	14,737	1,949	12	12	36.5	24	36.299999	24	1,027.199951	24	1,012.599976	24	0.1	24	2	24	4.1	null	34	true	null	null	null	null	true	true	true	true	true	true
20,219	999,999	14,938	1,949	8	13	76.599998	24	72.699997	24	1,014	24	980	24	5.9	24	5.4	24	10.1	null	71.099998	true	null	null	0	null	true	true	true	true	true	true
20,220	999,999	3,810	1,949	4	5	47.200001	24	38.400002	24	1,014.799988	24	972.099976	24	9.6	24	6	24	10.1	null	42.099998	true	null	null	null	null	true	true	true	true	true	true
20,221	724,296	13,841	1,949	3	21	51.900002	24	35.299999	24	1,021.900024	24	983.299988	24	9.1	24	14.5	24	22	null	43	true	null	null	0	null	false	false	false	false	false	false
20,222	722,595	13,911	1,949	3	18	42.700001	24	29.6	24	1,025.800049	24	1,003.5	24	8.3	24	15	24	22.9	null	32	true	null	null	0	null	false	false	false	false	false	false
20,223	999,999	23,063	1,949	9	4	52.700001	24	38	24	1,016.5	24	800.900024	24	24.9	24	6.2	24	35	null	34	true	null	null	null	null	false	false	false	false	false	false
20,224	727,450	14,913	1,949	11	22	21.1	24	15.3	24	1,012.5	24	959	24	14.9	24	18.5	24	28	null	15.1	true	null	null	0	2	false	false	false	false	false	false
20,225	723,810	23,114	1,949	1	27	34.900002	24	25.1	24	1,023.5	24	940.799988	24	30.200001	24	6.8	24	19	null	25	true	null	null	0	null	false	false	false	false	false	false
20,226	999,999	13,965	1,949	5	21	78.099998	24	60.5	24	1,003.200012	24	973.299988	24	14.9	24	11.8	24	17.1	null	70	true	null	null	0	null	false	false	false	false	false	false
20,227	999,999	23,199	1,949	4	15	72.900002	24	42.400002	24	1,011	24	1,012.5	24	32.299999	24	12.7	24	20	null	61	true	null	null	0	null	false	false	false	false	false	false
20,228	749,132	99,999	1,949	8	13	37.700001	24	37	24	1,014.900024	24	1,007.099976	24	2.5	24	6.8	24	13	null	33.400002	true	null	null	null	null	true	true	true	true	true	true
20,229	108,580	99,999	1,949	5	20	57.799999	24	51.700001	24	1,011.799988	24	951.799988	24	6.2	24	7.8	24	12	null	51.299999	true	null	null	null	null	true	true	true	true	true	true
20,230	722,597	93,985	1,949	11	16	53.400002	24	37.799999	24	1,022.799988	24	987.599976	24	24.9	24	7.8	24	17.1	null	37.900002	true	null	null	0	null	false	false	false	false	false	false
20,231	722,510	12,924	1,949	4	21	68.900002	24	67.900002	24	1,013.5	24	1,011.799988	24	3.3	24	7.9	24	12	null	64.900002	true	null	null	null	null	true	true	true	true	true	true
20,232	725,101	14,712	1,949	3	22	56.099998	24	45.599998	24	1,023.099976	24	1,011.299988	24	12.3	24	12.2	24	26	null	48.900002	true	null	null	null	null	false	false	false	false	false	false
20,233	999,999	93,104	1,949	4	3	59	24	34.5	24	1,011.599976	24	933.5	24	29.799999	24	13.6	24	24.1	null	51.099998	true	null	null	0	null	false	false	false	false	false	false
20,234	999,999	24,146	1,949	11	20	32.299999	24	27.1	24	1,028.900024	24	922.200012	24	27.4	24	4.1	24	10.1	null	21.9	true	null	null	0	null	false	false	false	false	false	false
20,235	725,310	14,806	1,949	9	9	62.799999	24	44.299999	24	1,020.599976	24	993.299988	24	13.8	24	6.2	24	10.1	null	50	true	null	null	0	null	false	false	false	false	false	false
20,236	723,676	23,048	1,949	7	1	80.400002	24	54.599998	24	1,015.599976	24	882.5	24	29.799999	24	8.5	24	20	null	64.900002	true	null	null	0	null	false	false	false	false	false	false
20,237	722,265	13,821	1,949	1	17	65.800003	24	59.799999	24	1,020	24	1,013.599976	24	7	24	3.8	24	7	null	60.400002	false	null	null	0	null	true	true	true	true	true	true
20,238	999,999	24,172	1,949	2	25	39.700001	24	30	24	1,017.599976	24	882	24	26.9	24	7.3	24	15.9	null	27	true	null	null	0	null	false	false	false	false	false	false
20,239	999,999	93,986	1,949	2	22	44.5	24	40.599998	24	1,026.400024	24	969.200012	24	7.1	24	6	24	10.1	null	34	true	null	null	0	null	true	true	true	true	true	true
20,240	999,999	24,225	1,949	2	28	45.599998	24	38.099998	24	1,011.799988	24	963.799988	24	22	24	4.3	24	14	null	32	true	null	null	0	null	false	false	false	false	false	false
20,241	999,999	24,015	1,949	4	14	35.400002	24	27.4	24	1,018.400024	24	858.400024	24	13.6	24	11.4	24	19	null	30	true	null	null	null	null	false	false	false	false	false	false
20,242	999,999	12,931	1,949	6	27	79.199997	24	73.699997	24	1,013.700012	24	992.799988	24	12.6	24	6.8	24	18.1	null	73.900002	true	null	null	null	null	false	false	false	false	false	false
20,243	999,999	12,843	1,949	2	12	69.599998	24	53.299999	24	1,028.099976	24	1,027.099976	24	14.3	24	13.2	24	17.1	null	66	true	null	null	0	null	false	false	false	false	false	false
20,244	723,810	23,114	1,949	9	8	79.900002	24	41.700001	24	1,010.900024	24	933.400024	24	32.5	24	5.7	24	13	null	64.900002	true	null	null	0	null	false	false	false	false	false	false
20,245	999,999	14,708	1,949	1	12	32.900002	24	20.200001	24	1,019.900024	24	1,016.200012	24	10.7	24	7.6	24	10.1	null	30	true	null	null	null	null	false	false	false	false	false	false
20,246	999,999	24,118	1,949	4	24	58.599998	24	27.1	24	1,013.200012	24	786.799988	24	52.599998	24	12.4	24	26	null	46.900002	true	null	null	0	null	false	false	false	false	false	false
20,247	723,676	23,048	1,949	9	7	72.300003	24	59.5	24	1,012.299988	24	878.400024	24	29.4	24	10	24	30.1	null	63	true	null	null	null	null	false	false	false	false	false	false
20,248	471,100	99,999	1,949	7	18	81.400002	24	76.099998	24	1,005.400024	24	1,003	24	9.6	24	5.3	24	12	null	72.300003	true	null	null	0	null	false	false	false	false	false	false
20,249	912,180	99,999	1,949	12	11	80.300003	24	75	24	1,012.099976	24	994.099976	24	14.9	24	8.5	24	15.9	null	77	true	null	null	0	null	false	false	false	false	false	false
20,250	999,999	13,965	1,949	4	28	62.700001	24	56.099998	24	1,017.299988	24	986.5	24	12.3	24	9	24	13	null	60.099998	true	null	null	null	null	false	false	false	false	false	false
20,251	722,696	99,999	1,949	11	29	55.299999	24	26.9	24	1,017.700012	24	880.200012	24	31.9	24	4.1	24	11.1	null	35.400002	true	null	null	0	null	false	false	false	false	false	false
20,252	725,720	24,127	1,949	10	12	51.700001	24	37.5	24	1,019.099976	24	874.299988	24	32.299999	24	10.6	24	14	null	44.099998	true	null	null	0	null	false	false	false	false	false	false
20,253	722,680	23,009	1,949	1	26	27.9	24	null	null	1,023.099976	24	894	24	4.5	24	0.1	24	1.9	null	24.1	true	null	null	null	null	true	true	true	true	true	true
20,254	746,941	13,786	1,949	3	13	41.099998	24	16.6	24	1,016.299988	24	1,015.900024	24	10.1	24	7	24	14	null	28.9	true	null	null	0	null	false	false	false	false	false	false
20,255	727,855	24,114	1,949	1	2	15.5	24	5.2	24	1,015.599976	24	926.099976	24	15.5	24	6.6	24	13	null	9	true	null	null	0	null	false	false	false	false	false	false
20,256	911,800	99,999	1,949	2	9	73.099998	24	68.5	24	1,016.5	24	1,015.400024	24	12.2	24	10.2	24	22	null	70.300003	true	null	null	0	null	false	false	false	false	false	false
20,257	999,999	93,042	1,949	6	20	78.199997	24	59.900002	24	1,010.400024	24	877.900024	24	14.9	24	9.6	24	17.1	null	63	true	null	null	0	null	false	false	false	false	false	false
20,258	999,999	23,225	1,949	8	10	58	24	42.299999	24	1,010.400024	24	837.299988	24	23	24	6.4	24	13	null	51.099998	true	null	null	0	null	false	false	false	false	false	false
20,259	724,586	13,922	1,949	10	25	46.200001	24	38.299999	24	1,025.199951	24	979.099976	24	14	24	7	24	13	null	36	true	null	null	0	null	false	false	false	false	false	false
20,260	723,119	13,886	1,949	9	8	73.900002	24	69.800003	24	1,013.099976	24	978.700012	24	8.6	24	5.3	24	8.9	null	68	true	null	null	null	null	true	true	true	true	true	true
20,261	999,999	23,233	1,949	8	14	58.599998	24	51.400002	24	1,018.099976	24	1,015.400024	24	13.3	24	7.3	24	12	null	55.900002	true	null	null	0	null	false	false	false	false	false	false
20,262	999,999	24,141	1,949	5	13	80.800003	24	36.200001	24	1,008.299988	24	964.5	24	24.9	24	7.5	24	15.9	null	69.099998	true	null	null	0	null	false	false	false	false	false	false
20,263	722,580	13,960	1,949	12	5	49.099998	24	32.900002	23	1,030.099976	24	1,012.099976	24	14.3	24	5.3	24	12	null	37	true	null	null	0	null	false	false	false	false	false	false
20,264	999,999	93,111	1,949	12	16	49.599998	24	42.599998	24	1,013.400024	24	1,012.799988	24	18.6	24	6.9	24	20	null	42.099998	true	null	null	0	null	false	false	false	false	false	false
20,265	999,999	3,813	1,949	12	20	46.700001	24	46	24	1,024.199951	24	1,011	24	1.9	24	2.5	24	7	null	42.099998	true	null	null	null	null	true	true	true	true	true	true
20,266	727,345	14,847	1,949	7	11	57.900002	24	49.299999	24	1,021	24	994.400024	24	11.8	24	5.3	24	11.1	null	43	true	null	null	0	null	true	true	true	true	true	true
20,267	999,999	14,752	1,949	7	24	72.800003	24	55.799999	24	1,021	24	1,020.299988	24	14.9	24	4.8	24	10.1	null	57	true	null	null	0	null	false	false	false	false	false	false
20,268	999,999	13,733	1,949	10	9	71.099998	24	62.400002	24	1,023.400024	24	989.900024	24	33.099998	24	3.9	24	6	null	61	true	null	null	0	null	false	false	false	false	false	false
20,269	912,180	99,999	1,949	11	7	79.800003	24	75	24	1,011.400024	24	993.400024	24	14.3	24	9.7	24	15	null	77	true	null	null	null	null	false	false	false	false	false	false
20,270	726,430	14,920	1,949	1	20	-4.1	24	-12.6	24	1,040	24	1,012.799988	24	6.4	24	2.9	24	8	null	-13.7	false	null	null	0	null	true	true	true	true	true	true
20,271	747,340	99,999	1,949	2	25	55.099998	24	40.599998	24	1,017.099976	24	872	24	24.9	24	4	24	9.9	null	42.400002	false	null	null	0	null	false	false	false	false	false	false
20,272	999,999	13,895	1,949	2	14	63.5	24	58.200001	24	1,023.099976	24	1,015.700012	24	12.5	24	6.5	24	17.1	null	52	true	null	null	0	null	true	true	true	true	true	true
20,273	999,999	94,745	1,949	11	28	27.299999	24	23.799999	24	1,017.299988	24	1,000.400024	24	12.9	24	6.6	24	13	null	19	true	null	null	0	null	false	false	false	false	false	false
20,274	999,999	94,702	1,949	2	7	37.200001	24	31.200001	24	1,017.5	24	1,016.900024	24	8.7	24	10.3	24	22	null	28	true	null	null	null	null	true	true	true	true	true	true
20,275	702,923	26,440	1,949	8	12	54	24	46	24	1,008.799988	24	952.299988	24	25.6	24	3.8	24	10.1	null	48	true	null	null	null	null	false	false	false	false	false	false
20,276	723,440	13,964	1,949	7	20	87.800003	24	71.699997	24	1,010.900024	24	995.299988	24	18.6	24	6.5	24	12	null	73.900002	true	null	null	0	null	false	false	false	false	false	false
20,277	713,953	99,999	1,949	10	21	51	24	43.299999	24	1,015.299988	24	1,012.200012	24	12.7	24	6	24	9.9	null	48.400002	true	null	null	null	null	false	false	false	false	false	false
20,278	999,999	23,178	1,949	6	2	60.599998	24	36.200001	24	1,011.900024	24	810.400024	24	33.599998	24	5.8	24	11.1	null	53.099998	true	null	null	0	null	false	false	false	false	false	false
20,279	999,999	3,809	1,949	4	27	68.099998	24	64	23	1,017.599976	24	1,005.099976	24	9.2	24	7.7	24	11.1	null	61	true	null	null	null	null	false	false	false	false	false	false
20,280	999,999	14,921	1,949	6	11	73.400002	24	57.799999	24	1,015.599976	24	989.700012	24	9.4	24	3.1	24	10.1	null	54	true	null	null	0	null	true	true	true	true	true	true
20,281	999,999	23,184	1,949	8	6	78.400002	24	54.200001	24	1,012.599976	24	849.900024	24	40.799999	24	7	24	17.1	null	66.900002	true	null	null	null	null	false	false	false	false	false	false
20,282	999,999	13,754	1,949	7	31	78.699997	24	74.599998	24	1,011.5	24	1,009.900024	24	5.7	24	8.7	24	14	null	72	true	null	null	null	null	false	false	false	false	false	false
20,283	999,999	26,616	1,949	3	1	16	24	11.5	24	999.700012	24	999.099976	24	17.1	24	17.700001	24	26	null	15.1	true	null	null	null	null	true	true	true	true	true	true
20,284	999,999	12,842	1,949	7	24	79.800003	24	70.900002	24	1,022.400024	24	1,022.099976	24	14.9	24	6.6	24	13	null	73	true	null	null	null	null	false	false	false	false	false	false
20,285	726,410	14,837	1,949	2	15	14.8	24	8.9	24	1,007.700012	24	974.599976	24	8.4	24	12.9	24	24.1	null	6.4	false	null	null	0.12	9.8	true	true	true	true	true	true
20,286	999,999	23,012	1,949	10	21	33.299999	24	26.799999	24	1,019.200012	24	833.599976	24	10.3	24	5.3	24	14	null	28	true	null	null	0	null	true	true	true	true	true	true
20,287	999,999	24,132	1,949	6	7	62.200001	24	47.400002	24	1,010.5	24	861.099976	24	29	24	8.3	24	14	null	46.900002	true	null	null	null	null	false	false	false	false	false	false
20,288	999,999	24,025	1,949	1	22	-6.3	24	-17.9	24	1,026.099976	24	958.400024	24	16	24	9.5	24	19	null	-16.1	true	null	null	null	null	false	false	false	false	false	false
20,289	999,999	13,870	1,949	9	9	74.699997	24	70.900002	24	1,012.400024	24	1,005.200012	24	8.8	24	3.6	24	10.1	null	70	true	null	null	0	null	true	true	true	true	true	true
20,290	479,810	99,999	1,949	7	22	80.300003	24	76.199997	24	1,009.599976	24	997.599976	24	21.700001	24	11.1	24	15.9	null	78.300003	true	null	null	0	null	false	false	false	false	false	false
20,291	722,688	93,034	1,949	3	19	51.599998	24	33.099998	24	1,019.099976	24	893.200012	24	14.2	24	8.6	24	15	null	32	true	null	null	0	null	false	false	false	false	false	false
20,292	478,030	99,999	1,949	3	10	53.799999	24	50.299999	24	1,009	24	1,005.900024	24	5.4	24	8.4	24	25.1	null	45.299999	true	null	null	null	null	true	true	true	true	true	true
20,293	999,999	12,844	1,949	4	18	76.800003	24	66.5	24	1,016.400024	24	1,015.599976	24	14.8	24	6.3	24	19	null	70	true	null	null	null	null	false	false	false	false	false	false
20,294	702,710	26,425	1,949	4	8	26	24	19.5	24	1,009.799988	24	950.900024	24	41.200001	24	6.3	24	15.9	null	18	true	null	null	0	null	false	false	false	false	false	false
20,295	999,999	23,194	1,949	12	12	12.9	24	4.3	24	1,029.5	24	856.400024	24	46.200001	24	5.7	24	12	null	3.9	true	null	null	0	null	false	false	false	false	false	false
20,296	999,999	16,407	1,949	10	30	30	24	27	24	995.099976	24	987.299988	24	15.3	24	28.9	24	35	null	28.9	true	null	null	0	null	false	false	false	false	false	false
20,297	726,071	14,606	1,949	1	24	13.1	24	5.4	24	1,028	24	1,021.900024	24	4.9	24	2.4	24	5.1	null	3.4	false	null	null	0.02	5.9	false	false	false	false	false	false
20,298	999,999	13,865	1,949	11	30	59.099998	24	36	24	1,018.299988	24	1,007.099976	24	13	24	7.6	24	17.1	null	48.900002	true	null	null	0	null	false	false	false	false	false	false
20,299	999,999	14,944	1,949	2	20	9.9	24	1.9	24	1,034.300049	24	979	24	14.9	24	9.9	24	15.9	null	1.9	true	null	null	null	null	false	false	false	false	false	false

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