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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
3,300	111,570	99,999	1,940	3	22	45.799999	5	null	null	1,019.299988	5	null	null	15.5	5	3.8	5	8.9	null	34	false	null	null	0.08	null	false	false	false	false	false	false
3,301	104,800	99,999	1,940	6	18	67.300003	6	48.200001	6	1,016.400024	6	null	null	15.5	6	9.6	6	13	null	54	false	null	null	0	null	false	false	false	false	false	false
3,302	124,010	99,999	1,940	9	22	57.5	6	52.5	6	1,019.299988	6	null	null	8.5	6	4.7	6	8.9	null	50	false	null	null	0.59	null	false	false	false	false	false	false
3,303	121,020	99,999	1,940	7	20	67.800003	6	59.5	6	1,015.599976	6	null	null	5	6	12	6	18.1	null	57	true	null	null	0	null	false	false	false	false	false	false
3,304	107,270	99,999	1,940	10	26	37.900002	6	33.200001	6	1,005.200012	6	null	null	1.1	6	10	6	18.1	null	36	true	null	null	0.03	null	false	false	false	false	false	false
3,305	104,260	99,999	1,940	9	3	57.299999	6	null	null	1,023.799988	6	null	null	7	6	7.7	6	13	null	50	false	null	null	0	null	false	false	false	false	false	false
3,306	103,610	99,999	1,940	9	28	50.299999	6	44.700001	6	1,007.400024	6	null	null	6	6	12.5	6	18.1	null	46	true	null	null	0.08	null	false	false	false	false	false	false
3,307	104,270	99,999	1,940	2	18	17	6	14.7	6	1,009.299988	5	null	null	3.7	6	13	6	23.9	null	14	true	null	null	0	null	false	false	false	false	false	false
3,308	102,500	99,999	1,940	5	4	56.700001	6	null	null	1,009.700012	6	null	null	8.3	6	10.7	6	18.1	null	52	true	null	null	null	null	false	false	false	false	false	false
3,309	101,700	99,999	1,940	10	1	45.5	6	38.799999	6	1,024.699951	6	null	null	10.4	6	4	6	13	null	34	true	null	null	0	null	false	false	false	false	false	false
3,310	103,640	99,999	1,940	7	17	61	6	57	6	1,007.200012	6	null	null	4.1	6	9.8	6	13	null	59	false	null	null	null	null	false	false	false	false	false	false
3,311	121,010	99,999	1,940	4	26	44.099998	6	42.400002	6	1,012.900024	6	null	null	1.9	6	5.7	6	13	null	41	true	null	null	0.01	null	true	true	true	true	true	true
3,312	103,080	99,999	1,940	9	2	61	6	55	6	1,020.200012	6	null	null	6.8	6	5.4	6	8.9	null	59	false	null	null	0	null	false	false	false	false	false	false
3,313	108,570	99,999	1,940	7	22	59.700001	6	53.700001	6	1,016.799988	6	null	null	23.799999	6	6.1	6	13	null	55	false	null	null	0.08	null	false	false	false	false	false	false
3,314	100,010	99,999	1,940	12	29	37.900002	6	36.200001	6	1,015.5	6	null	null	1	6	20	6	23.9	null	36	true	null	null	0.04	null	false	false	false	false	false	false
3,315	102,800	99,999	1,940	11	26	46.700001	6	43.099998	6	1,023.799988	6	null	null	4.3	6	23.9	6	23.9	null	45	false	null	null	0	null	false	false	false	false	false	false
3,316	70,590	99,999	1,940	12	3	34.799999	6	null	null	1,027.5	6	null	null	1.7	6	3.7	6	5.1	null	34	false	null	null	0.02	null	true	true	true	true	true	true
3,317	103,820	99,999	1,940	12	15	20.5	6	17.700001	6	1,035.400024	6	null	null	1.7	6	0.3	6	1.9	null	14	false	null	null	0	null	false	false	false	false	false	false
3,318	122,250	99,999	1,940	12	30	32.299999	6	27	6	999.599976	4	null	null	6.8	6	13.8	6	23.9	null	28	true	null	null	0.14	null	false	false	false	false	false	false
3,319	14,150	99,999	1,940	6	27	55	6	null	null	1,017.400024	5	null	null	9.3	6	5.7	6	8.9	null	50	true	null	null	0	null	false	false	false	false	false	false
3,320	124,650	99,999	1,940	8	14	59.700001	6	52.400002	6	1,018.200012	6	null	null	6.6	6	9.7	6	18.1	null	54	false	null	null	0.2	null	false	false	false	false	false	false
3,321	265,120	99,999	1,940	1	15	29.5	6	27.700001	6	1,000.5	5	null	null	6.1	6	15.3	6	23.9	null	18	true	null	null	0.02	null	false	false	false	false	false	false
3,322	124,040	99,999	1,940	10	27	35.200001	6	28.5	6	1,014.099976	6	null	null	7.5	6	4	6	5.1	null	30	false	null	null	0	null	false	false	false	false	false	false
3,323	106,370	99,999	1,940	7	20	66.300003	6	55.200001	6	1,017.5	6	null	null	7.9	6	7.7	6	18.1	null	55	true	null	null	0.02	null	false	false	false	false	false	false
3,324	14,150	99,999	1,940	12	13	34.299999	6	null	null	1,028.800049	5	null	null	8.3	6	12	6	18.1	null	34	true	null	null	0	null	false	false	false	false	false	false
3,325	104,800	99,999	1,940	7	13	59.700001	6	53.5	6	1,013.599976	6	null	null	7.5	6	5.1	6	5.1	null	54	false	null	null	0.47	null	false	false	false	false	false	false
3,326	116,480	99,999	1,940	8	8	65.800003	6	null	null	1,015.599976	6	null	null	3.3	6	2.3	6	5.1	null	57	false	null	null	0.51	null	false	false	false	false	false	false
3,327	102,460	99,999	1,940	9	7	56.200001	6	null	null	1,014.400024	6	null	null	5.2	6	5.8	6	8.9	null	46	false	null	null	0	null	false	false	false	false	false	false
3,328	10,230	99,999	1,940	8	20	49.599998	6	null	null	1,009.099976	6	null	null	8.9	6	4.7	6	8.9	null	45	true	null	null	0	null	false	false	false	false	false	false
3,329	121,860	99,999	1,940	6	27	59.299999	6	54.5	6	1,015.599976	6	null	null	2.5	6	11.1	6	18.1	null	57	true	null	null	null	null	false	false	false	false	false	false
3,330	70,590	99,999	1,940	6	25	61.200001	6	null	null	1,003.099976	6	null	null	5.2	6	14.5	6	23.9	null	55	true	null	null	0	null	false	false	false	false	false	false
3,331	106,590	99,999	1,940	7	26	67.300003	6	59.5	6	1,006.900024	6	null	null	9.3	6	11	6	23.9	null	61	false	null	null	0.63	null	false	false	false	false	false	false
3,332	70,590	99,999	1,940	10	5	55.299999	6	null	null	1,020.400024	6	null	null	6	6	9	6	13	null	52	true	null	null	0.01	null	false	false	false	false	false	false
3,333	106,420	99,999	1,940	11	6	48.200001	6	41.200001	6	1,006.099976	6	null	null	8.1	6	21.799999	6	43.900002	null	41	false	null	null	0.14	null	false	false	false	false	false	false
3,334	266,990	99,999	1,940	5	16	44	6	42	6	1,011.799988	6	null	null	2.5	6	6.3	6	8.9	null	36	false	null	null	0.87	null	false	false	false	false	false	false
3,335	103,660	99,999	1,940	5	30	61.299999	6	57	6	1,010.099976	6	null	null	2.3	6	11.7	6	13	null	57	false	null	null	0.02	null	false	false	false	false	false	false
3,336	103,200	99,999	1,940	9	11	51.299999	6	null	null	1,016.599976	6	null	null	10.6	6	8.5	6	18.1	null	41	true	null	null	0.09	null	false	false	false	false	false	false
3,337	104,410	99,999	1,940	12	4	33	6	27.700001	6	1,022.700012	6	null	null	3.1	6	7.7	6	13	null	32	false	null	null	0	null	false	false	false	false	false	false
3,338	104,750	99,999	1,940	5	22	61.700001	6	47.299999	6	1,014	6	null	null	3.8	6	2.1	6	5.1	null	39	false	null	null	0	null	true	true	true	true	true	true
3,339	108,354	99,999	1,940	10	14	54.700001	6	46	6	1,013	6	null	null	4.5	6	2.1	6	5.1	null	46	true	null	null	0	null	false	false	false	false	false	false
3,340	107,650	99,999	1,940	4	23	64	6	43.700001	6	1,011.299988	6	null	null	9.7	6	7.8	6	13	null	41	false	null	null	0	null	false	false	false	false	false	false
3,341	100,670	99,999	1,940	7	4	59.5	6	null	null	1,003.5	6	null	null	4.3	6	1.9	6	1.9	null	54	true	null	null	null	null	false	false	false	false	false	false
3,342	122,250	99,999	1,940	3	6	22.200001	6	19.1	6	1,008.799988	6	null	null	4.7	6	12	6	18.1	null	18	false	null	null	0.04	null	false	false	false	false	false	false
3,343	103,340	99,999	1,940	10	22	39.400002	6	null	null	1,012.5	6	null	null	0.4	6	6.3	6	8.9	null	37	false	null	null	0	null	true	true	true	true	true	true
3,344	70,590	99,999	1,940	6	29	62	6	null	null	1,024.800049	6	null	null	5.4	6	1.3	6	1.9	null	48	false	null	null	0	null	true	true	true	true	true	true
3,345	911,665	99,999	1,940	3	10	71.699997	6	60.200001	6	1,013.400024	6	null	null	99.400002	6	3.2	6	4.1	null	65.300003	true	null	null	0	null	false	false	false	false	false	false
3,346	108,680	99,999	1,940	8	5	70.300003	6	53.599998	6	1,016.400024	6	null	null	17.9	6	2.1	6	5.1	null	46	false	null	null	0	null	true	true	true	true	true	true
3,347	106,590	99,999	1,940	10	14	54	6	51	6	1,012.799988	6	null	null	3.7	6	0.3	6	1.9	null	45	false	null	null	null	null	false	false	false	false	false	false
3,348	103,080	99,999	1,940	4	29	56.299999	6	50.200001	6	1,013.799988	6	null	null	5.2	6	9.2	6	13	null	52	false	null	null	0	null	false	false	false	false	false	false
3,349	104,560	99,999	1,940	10	31	34.200001	6	29.9	6	1,017.299988	6	null	null	2.3	6	3	6	8.9	null	27	false	null	null	0.01	null	false	false	false	false	false	false
3,350	104,420	99,999	1,940	3	24	47.700001	6	40.700001	6	1,011.900024	6	null	null	6	6	2.8	6	5.1	null	34	false	null	null	0.04	null	true	true	true	true	true	true
3,351	121,010	99,999	1,940	7	8	67.699997	6	63.200001	6	1,007	6	null	null	5.6	6	8.8	6	18.1	null	66	true	null	null	0.05	null	false	false	false	false	false	false
3,352	105,760	99,999	1,940	7	14	57.799999	6	52.900002	6	1,017.299988	6	null	null	5.4	6	3.9	6	8.9	null	50	false	null	null	0	null	false	false	false	false	false	false
3,353	266,970	99,999	1,940	8	24	51.799999	6	47.700001	6	995.799988	6	null	null	6	6	24	6	29.9	null	50	true	null	null	0.16	null	false	false	false	false	false	false
3,354	103,930	99,999	1,940	5	23	68.699997	6	49.700001	6	1,013.200012	6	null	null	9.7	6	11	6	13	null	50	false	null	null	0	null	false	false	false	false	false	false
3,355	104,970	99,999	1,940	9	14	57.299999	6	46.5	6	1,002.599976	6	null	null	6.6	6	14.3	6	23.9	null	52	false	null	null	null	null	false	false	false	false	false	false
3,356	103,480	99,999	1,940	11	28	38.400002	6	35.5	6	1,019.400024	6	null	null	6.2	6	13.3	6	18.1	null	37	false	null	null	0.04	null	false	false	false	false	false	false
3,357	106,590	99,999	1,940	2	11	16.200001	6	9.6	6	1,018.599976	6	null	null	2.1	6	5.7	6	8.9	null	5	false	null	null	0	null	false	false	false	false	false	false
3,358	108,560	99,999	1,940	2	7	36.200001	6	30.700001	6	1,020.900024	6	null	null	4.3	6	2.1	6	5.1	null	28	false	null	null	0	null	true	true	true	true	true	true
3,359	64,740	99,999	1,940	12	12	31.700001	6	null	null	1,013.700012	6	null	null	0.2	6	8.5	6	18.1	null	30	true	null	null	0	null	true	true	true	true	true	true
3,360	102,460	99,999	1,940	11	15	40.700001	6	null	null	998.5	6	null	null	4.3	6	9.6	6	13	null	37	true	null	null	0.08	null	false	false	false	false	false	false
3,361	101,700	99,999	1,940	11	14	46.700001	6	42	6	984.900024	6	null	null	5	6	30.6	6	43.900002	null	45	true	null	null	0.1	null	false	false	false	false	false	false
3,362	103,130	99,999	1,940	9	10	55.700001	6	null	null	1,015.799988	6	null	null	8.1	6	3.7	6	5.1	null	41	false	null	null	null	null	false	false	false	false	false	false
3,363	116,500	99,999	1,940	11	25	35.200001	6	null	null	1,035.5	6	null	null	4.3	6	7.1	6	8.9	null	28	false	null	null	0.05	null	false	false	false	false	false	false
3,364	104,680	99,999	1,940	8	17	57.5	6	56.799999	6	1,026	6	null	null	1.9	6	10.5	6	18.1	null	48	false	null	null	0.21	null	false	false	false	false	false	false
3,365	106,090	99,999	1,940	2	1	27.1	6	null	null	998	6	null	null	1	6	7	6	8.9	null	27	false	null	null	0.1	null	false	false	false	false	false	false
3,366	104,260	99,999	1,940	7	15	68.400002	6	null	null	1,011.700012	6	null	null	12.4	6	11	6	13	null	57	true	null	null	0.04	null	false	false	false	false	false	false
3,367	103,340	99,999	1,940	3	10	38.5	6	null	null	1,019.299988	6	null	null	4.1	6	6.5	6	8.9	null	34	false	null	null	0.08	null	false	false	false	false	false	false
3,368	121,070	99,999	1,940	12	12	34	6	31.4	6	1,007.400024	6	null	null	2.5	6	11.7	6	13	null	null	null	null	null	0.04	null	false	false	false	false	false	false
3,369	104,410	99,999	1,940	6	6	66.699997	6	41	6	1,020.900024	6	null	null	6.2	6	3.8	6	8.9	null	52	false	null	null	0	null	false	false	false	false	false	false
3,370	103,610	99,999	1,940	12	19	23.1	6	20.700001	6	1,024.900024	6	null	null	1.1	6	6	6	8.9	null	12	false	null	null	0.2	null	false	false	false	false	false	false
3,371	103,820	99,999	1,940	12	10	36.700001	6	34.700001	6	997.799988	6	null	null	2.3	6	7.1	6	8.9	null	30	false	null	null	0.12	null	false	false	false	false	false	false
3,372	108,570	99,999	1,940	7	13	55.299999	6	46	6	1,020.200012	6	null	null	22.9	6	7.8	6	13	null	48	false	null	null	0.1	null	false	false	false	false	false	false
3,373	103,160	99,999	1,940	1	21	17	6	null	null	1,006.900024	6	null	null	2.2	6	3.1	6	8.9	null	12	true	null	null	0.01	null	false	false	false	false	false	false
3,374	124,650	99,999	1,940	9	4	59.299999	6	49.299999	6	1,024.099976	6	null	null	12.4	6	7.3	6	13	null	43	false	null	null	0	null	false	false	false	false	false	false
3,375	103,340	99,999	1,940	9	1	60.599998	6	null	null	1,022.099976	6	null	null	2.5	6	9.7	6	13	null	55	false	null	null	0.08	null	false	false	false	false	false	false
3,376	265,090	99,999	1,940	3	31	31	6	28.4	6	1,023.799988	6	null	null	11.4	6	9.7	6	13	null	28	true	null	null	0	null	false	false	false	false	false	false
3,377	103,820	99,999	1,940	11	17	41.700001	6	38.400002	6	993.099976	6	null	null	3.7	6	7.6	6	8.9	null	37	false	null	null	0.02	null	false	false	false	false	false	false
3,378	115,670	99,999	1,940	7	24	58.700001	6	null	null	1,012.5	6	null	null	1.6	6	3	6	5.1	null	55	false	null	null	0.26	null	false	false	false	false	false	false
3,379	104,270	99,999	1,940	1	23	9.2	6	6.7	6	1,011.099976	6	null	null	0.2	6	20.6	6	29.9	null	0	true	null	null	0.08	null	true	true	true	true	true	true
3,380	106,420	99,999	1,940	7	8	62.200001	6	56.799999	6	1,011.400024	6	null	null	7.6	6	3.6	6	8.9	null	57	true	null	null	0.26	null	false	false	false	false	false	false
3,381	104,560	99,999	1,940	5	25	65.5	6	51.599998	6	1,018.799988	6	null	null	2.1	6	8	6	13	null	48	false	null	null	0	null	false	false	false	false	false	false
3,382	104,260	99,999	1,940	12	11	35.5	6	null	null	992.900024	6	null	null	0.6	6	9	6	13	null	32	false	null	null	0.16	null	true	true	true	true	true	true
3,383	104,410	99,999	1,940	1	1	17.5	6	14.8	6	1,024	6	null	null	2.1	6	0.3	6	1.9	null	16	true	null	null	0.2	null	false	false	false	false	false	false
3,384	121,070	99,999	1,940	11	22	48.400002	6	45.5	6	1,015.200012	6	null	null	4.3	6	14	6	18.1	null	46	true	null	null	0.02	null	false	false	false	false	false	false
3,385	103,930	99,999	1,940	6	13	66.199997	6	52.200001	6	1,011.299988	6	null	null	6.2	6	9	6	13	null	50	false	null	null	0.16	null	false	false	false	false	false	false
3,386	102,800	99,999	1,940	10	20	40.200001	6	36.700001	6	1,016.400024	6	null	null	3.5	6	7.7	6	13	null	32	false	null	null	0	null	false	false	false	false	false	false
3,387	115,440	99,999	1,940	8	23	53.5	6	null	null	1,005.599976	6	null	null	10.4	6	11.8	6	18.1	null	45	false	null	null	0.04	null	false	false	false	false	false	false
3,388	106,590	99,999	1,940	6	15	63.200001	6	56.700001	6	1,013.700012	6	null	null	3.3	6	1.5	6	5.1	null	55	false	null	null	0.04	null	false	false	false	false	false	false
3,389	100,010	99,999	1,940	5	22	56	6	54.299999	6	1,013.599976	6	null	null	4.4	6	13.3	6	18.1	null	50	true	null	null	0	null	true	true	true	true	true	true
3,390	101,310	99,999	1,940	11	1	48.5	6	44.900002	6	1,002.5	6	null	null	4.3	6	21.4	6	23.9	null	45	true	null	null	null	null	false	false	false	false	false	false
3,391	104,570	99,999	1,940	12	22	23	6	19	6	1,032.5	6	null	null	2.2	6	4.8	6	13	null	16	false	null	null	null	null	false	false	false	false	false	false
3,392	124,650	99,999	1,940	8	24	51.299999	6	46	6	1,007.099976	6	null	null	6.8	6	21	6	23.9	null	46	false	null	null	0.04	null	false	false	false	false	false	false
3,393	107,650	99,999	1,940	5	16	43.5	6	35.900002	6	1,004.099976	6	null	null	10.4	6	8.3	6	18.1	null	34	false	null	null	0.08	null	false	false	false	false	false	false
3,394	107,650	99,999	1,940	2	13	1.8	6	-2.8	6	1,021.200012	6	null	null	5.2	6	2.5	6	8.9	null	-6	false	null	null	0	null	false	false	false	false	false	false
3,395	71,500	99,999	1,940	7	18	58.700001	6	null	null	1,013.799988	6	null	null	6	6	5.3	6	8.9	null	54	true	null	null	null	null	false	false	false	false	false	false
3,396	104,560	99,999	1,940	7	22	60.5	6	52.799999	6	1,012.5	6	null	null	10.8	6	5.1	6	13	null	54	false	null	null	0.12	null	false	false	false	false	false	false
3,397	103,380	99,999	1,940	7	9	64.800003	6	54.5	6	1,021	6	null	null	3.7	6	2	6	5.1	null	52	true	null	null	0	null	false	false	false	false	false	false
3,398	70,590	99,999	1,940	7	9	61.5	6	null	null	1,019.900024	6	null	null	9.3	6	5.2	6	8.9	null	48	false	null	null	0	null	false	false	false	false	false	false
3,399	121,070	99,999	1,940	11	7	41.299999	6	40.200001	6	1,006.900024	6	null	null	2.9	6	4.3	6	8.9	null	39	true	null	null	0.31	null	false	false	false	false	false	false

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