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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
12,100	702,735	26,409	1,945	9	11	48.599998	24	39.900002	24	1,006.200012	24	1,001.099976	24	25.5	24	3.2	24	5.1	null	44.400002	true	null	null	null	null	false	false	false	false	false	false
12,101	999,999	23,244	1,945	8	5	62.099998	24	55.200001	24	1,012.700012	24	1,011.799988	24	6.2	24	6.2	24	15	null	57	true	null	null	0	null	false	false	false	false	false	false
12,102	749,484	99,999	1,945	7	17	76.300003	24	72.599998	24	1,016.5	24	1,008.799988	24	6.5	24	4	24	8	null	73.400002	true	null	null	null	null	false	false	false	false	false	false
12,103	999,999	14,788	1,945	9	29	72.300003	24	68.199997	24	1,020.5	24	1,019.5	24	8.5	24	10.6	24	15.9	null	64.900002	true	null	null	null	null	true	true	true	true	true	true
12,104	999,999	14,735	1,945	7	3	65.300003	24	55.900002	24	1,015.599976	24	1,004.900024	24	22.6	24	8.4	24	20	null	57	true	null	null	null	null	false	false	false	false	false	false
12,105	999,999	93,901	1,945	12	19	24.9	24	14.3	24	1,031	24	1,012.599976	24	10.4	24	14.5	24	24.1	null	17.1	true	null	null	0	null	true	true	true	true	true	true
12,106	718,150	99,999	1,945	8	19	64.099998	24	59.200001	24	1,021.099976	24	null	null	15.7	24	4.9	24	12	null	57.400002	true	null	null	null	null	false	false	false	false	false	false
12,107	783,970	99,999	1,945	1	13	74.099998	24	64.699997	24	1,014.900024	24	null	null	99.400002	24	4.9	24	9.9	null	64.400002	true	null	null	0	null	false	false	false	false	false	false
12,108	749,118	99,999	1,945	7	31	59.5	24	44	24	1,015.900024	24	null	null	27.299999	24	12.1	24	16.9	null	54.299999	true	null	null	0	null	false	false	false	false	false	false
12,109	999,999	41,406	1,945	9	29	78	24	74.300003	24	1,010.799988	24	null	null	12.6	24	2.9	24	12	null	75	true	null	null	null	null	false	false	false	false	false	false
12,110	723,100	13,883	1,945	2	22	58	24	55.5	24	1,015.700012	24	null	null	19.799999	24	7.3	24	15.9	null	51.299999	true	null	null	null	null	true	true	true	true	true	true
12,111	749,188	99,999	1,945	3	7	17.200001	24	5.7	24	1,012.900024	24	null	null	70.400002	24	3.5	24	7	null	5.4	true	null	null	0	null	false	false	false	false	false	false
12,112	749,513	99,999	1,945	2	26	52.599998	24	45.099998	24	1,031.699951	24	null	null	37.299999	24	5	24	9.9	null	46.400002	true	null	null	0	null	false	false	false	false	false	false
12,113	428,090	99,999	1,945	3	11	78.599998	24	65.400002	24	1,011.099976	24	null	null	3.8	24	5.1	24	9.9	null	63.299999	true	null	null	0	null	true	true	true	true	true	true
12,114	722,250	13,829	1,945	8	23	80.400002	24	74	24	1,013.099976	24	null	null	7.5	24	3.4	24	5.1	null	73.400002	true	null	null	null	null	false	false	false	false	false	false
12,115	725,115	14,711	1,945	7	31	71.800003	24	68.5	24	1,023.599976	24	null	null	3.2	24	6.3	24	11.1	null	68.400002	true	null	null	null	null	true	true	true	true	true	true
12,116	749,092	99,999	1,945	7	8	77.199997	24	67.300003	24	1,015.099976	24	null	null	7.7	24	8.1	24	14	null	68.400002	true	null	null	0	null	false	false	false	false	false	false
12,117	911,800	99,999	1,945	7	10	80.900002	24	66.800003	24	1,016.5	24	null	null	99.400002	24	8.2	24	16.9	null	76.300003	true	null	null	0	null	false	false	false	false	false	false
12,118	422,600	99,999	1,945	10	3	80.199997	24	64.199997	24	1,007.700012	24	null	null	84.099998	24	6.6	24	15	null	68.400002	true	null	null	0	null	false	false	false	false	false	false
12,119	727,130	14,604	1,945	2	24	28.799999	24	24.200001	24	1,010.5	24	null	null	7.2	24	10.2	24	15.9	null	25.299999	true	null	null	null	null	true	true	true	true	true	true
12,120	749,521	99,999	1,945	3	2	52.099998	24	45.599998	24	1,019.400024	24	null	null	52.700001	24	2.4	24	12	null	42.400002	true	null	null	0	null	true	true	true	true	true	true
12,121	749,230	99,999	1,945	9	14	42.5	24	38.299999	24	1,008.900024	24	null	null	18.4	22	9.4	24	16.9	null	38.299999	true	null	null	null	null	true	true	true	true	true	true
12,122	747,750	13,846	1,945	10	20	72.400002	24	61	24	1,017.299988	24	1,016.599976	8	8.9	24	3.9	24	7	null	62.400002	true	null	null	0	null	false	false	false	false	false	false
12,123	999,999	10,715	1,945	10	22	77.300003	24	75	24	1,009.700012	24	1,007.599976	24	7.7	24	3.2	24	6	null	75	true	null	null	null	null	false	false	false	false	false	false
12,124	999,999	14,792	1,945	8	13	74.699997	24	65.900002	24	1,023.5	24	1,016.599976	24	6.9	24	5.1	24	11.1	null	66.900002	true	null	null	0	null	true	true	true	true	true	true
12,125	999,999	93,907	1,945	10	22	55.5	24	50.599998	24	1,010.599976	24	1,008	24	8.1	24	10.8	24	17.1	null	51.099998	true	null	null	null	null	false	false	false	false	false	false
12,126	912,500	99,999	1,945	9	24	84	24	76.5	24	1,010.200012	24	1,009.200012	24	24.9	24	8	24	12	null	81.300003	true	null	null	null	null	false	false	false	false	false	false
12,127	999,999	93,101	1,945	3	15	53.5	24	49.400002	24	1,011	24	997.900024	24	7.5	24	8.5	24	21	null	51.099998	true	null	null	null	null	false	false	false	false	false	false
12,128	999,999	93,907	1,945	3	10	53	24	38.599998	24	1,024.099976	24	1,020.599976	24	8.7	24	4.7	24	8	null	41	true	null	null	0	null	false	false	false	false	false	false
12,129	999,999	24,248	1,945	7	17	60.5	24	47.799999	24	1,018.599976	24	1,009.799988	24	12	24	9.8	24	15	null	46.900002	true	null	null	0	null	false	false	false	false	false	false
12,130	940,020	99,999	1,945	7	10	78.5	24	75.400002	24	1,008.700012	23	null	null	83.800003	24	0.5	24	2.9	null	73.400002	true	null	null	null	null	false	false	false	false	false	false
12,131	722,650	99,999	1,945	2	28	43.700001	24	33	24	1,019.5	24	null	null	99.400002	24	7.6	24	19	null	35.400002	true	null	null	0	null	false	false	false	false	false	false
12,132	726,815	24,106	1,945	4	26	46.599998	24	29.1	24	1,013.299988	24	null	null	99.400002	24	3.7	24	8	null	30.4	true	null	null	0	null	false	false	false	false	false	false
12,133	747,686	13,820	1,945	7	29	83.099998	24	76.300003	24	1,015.299988	24	1,014.200012	24	9.7	24	8.1	24	12	null	79.300003	true	null	null	0	null	false	false	false	false	false	false
12,134	722,545	99,999	1,945	12	21	46.099998	24	35.099998	24	1,023.599976	24	null	null	14.8	24	12.9	24	22	null	35.400002	true	null	null	0	null	false	false	false	false	false	false
12,135	749,515	99,999	1,945	7	5	70.400002	24	55	24	1,010.900024	24	null	null	99.400002	24	6.2	24	13	null	57.400002	true	null	null	0	null	false	false	false	false	false	false
12,136	620,100	99,999	1,945	8	8	91.099998	24	59.5	24	1,010.200012	24	null	null	25.200001	24	13.4	24	22.9	null	80.199997	true	null	null	0	null	false	false	false	false	false	false
12,137	702,660	99,999	1,945	2	17	8.2	24	-5.3	24	1,017.5	24	null	null	99.400002	24	19.299999	24	26	null	3.4	true	null	null	0	null	false	false	false	false	false	false
12,138	911,860	99,999	1,945	1	1	69.5	24	60	24	1,015.200012	24	null	null	99.400002	24	5.5	24	11.1	null	60.299999	true	null	null	0	null	false	false	false	false	false	false
12,139	702,091	99,999	1,945	5	14	25.9	24	20.9	24	1,006.900024	24	null	null	27.1	24	13.5	24	19	null	19.4	true	null	null	null	null	false	false	false	false	false	false
12,140	984,260	41,231	1,945	6	2	81.900002	24	76.099998	24	1,008.099976	24	null	null	83.599998	24	4.8	24	15.9	null	75.400002	true	null	null	null	null	false	false	false	false	false	false
12,141	749,445	99,999	1,945	12	10	79.5	24	75	24	1,007.099976	24	null	null	99.400002	24	3.4	24	8.9	null	76.300003	true	null	null	null	null	false	false	false	false	false	false
12,142	727,033	99,999	1,945	5	5	47.599998	24	44.700001	24	1,009.900024	24	null	null	7.1	24	9.3	24	13	null	41.400002	true	null	null	null	null	true	true	true	true	true	true
12,143	749,173	99,999	1,945	7	6	95.300003	24	44.799999	24	1,008	24	null	null	21.5	24	7.4	24	12	null	81.300003	true	null	null	0	null	false	false	false	false	false	false
12,144	999,999	13,874	1,945	4	10	65.300003	24	43.799999	24	1,024.300049	24	989.599976	23	99.400002	24	6.2	24	14	null	53.099998	true	null	null	0	null	false	false	false	false	false	false
12,145	722,485	13,944	1,945	4	24	69.699997	24	63.099998	24	1,004	24	null	null	79.800003	24	6.8	24	12	null	64.400002	true	null	null	null	null	false	false	false	false	false	false
12,146	999,999	12,857	1,945	8	20	81.099998	24	73	24	1,013.799988	24	1,011.299988	24	14.6	24	7.4	24	14	null	75	true	null	null	null	null	false	false	false	false	false	false
12,147	749,130	99,999	1,945	8	9	46.400002	24	30.5	24	1,006.5	24	null	null	29.799999	24	1.3	24	4.1	null	42.400002	true	null	null	0	null	false	false	false	false	false	false
12,148	607,150	99,999	1,945	4	22	72.099998	24	43.799999	24	1,009.400024	24	null	null	99.400002	24	8	24	19	null	60.299999	true	null	null	0	null	false	false	false	false	false	false
12,149	912,500	99,999	1,945	12	7	82.900002	24	75.199997	24	1,007.599976	24	1,006.599976	24	26.5	24	11.4	24	15	null	81.300003	true	null	null	null	null	false	false	false	false	false	false
12,150	749,111	99,999	1,945	11	2	44.400002	24	30	24	1,013.400024	24	null	null	14.7	24	7.6	24	15.9	null	37.400002	true	null	null	0	null	false	false	false	false	false	false
12,151	722,906	93,112	1,945	8	2	71.699997	24	65.800003	24	1,013.799988	24	null	null	7.3	24	5.6	24	11.1	null	69.099998	true	null	null	0	null	false	false	false	false	false	false
12,152	723,011	13,748	1,945	5	1	59.799999	24	43.200001	24	1,014.599976	24	null	null	47.700001	24	7.7	24	15.9	null	48.400002	true	null	null	0	null	false	false	false	false	false	false
12,153	999,999	14,735	1,945	7	1	75.5	24	66	24	1,013.599976	24	1,003.099976	24	32.400002	24	6	24	17.1	null	64	true	null	null	null	null	false	false	false	false	false	false
12,154	722,586	99,999	1,945	3	29	65.199997	24	62.900002	24	1,010.200012	24	null	null	28.299999	24	7.8	24	15.9	null	61.299999	true	null	null	null	null	true	true	true	true	true	true
12,155	999,999	93,903	1,945	11	10	48.299999	24	45.400002	24	1,025.800049	24	998.5	24	7.8	24	11	24	25.1	null	45	true	null	null	null	null	true	true	true	true	true	true
12,156	749,399	99,999	1,945	5	17	78.699997	24	73.800003	24	1,011.5	24	null	null	75.400002	24	2.6	24	8.9	null	71.199997	true	null	null	null	null	false	false	false	false	false	false
12,157	427,040	99,999	1,945	12	27	65.199997	24	53.599998	24	1,017.700012	24	null	null	5.9	24	5.6	24	9.9	null	51.099998	false	null	null	null	null	false	false	false	false	false	false
12,158	749,024	99,999	1,945	6	20	78.400002	24	74.5	24	1,013.400024	24	null	null	95.300003	24	2.7	24	9.9	null	73.400002	true	null	null	null	null	false	false	false	false	false	false
12,159	418,910	99,999	1,945	1	17	61.799999	24	54.900002	24	1,014.299988	24	null	null	72.699997	24	3.3	24	7	null	50.400002	true	null	null	0	null	false	false	false	false	false	false
12,160	691,174	99,999	1,945	1	2	23.5	24	11.3	24	1,019.900024	24	null	null	76.300003	24	15.7	24	23.9	null	18.299999	true	null	null	0	null	false	false	false	false	false	false
12,161	749,422	99,999	1,945	1	11	79.199997	24	75	24	1,006.900024	24	null	null	95.300003	24	1.4	24	5.1	null	73.400002	true	null	null	null	null	false	false	false	false	false	false
12,162	744,900	14,702	1,945	3	9	33.099998	24	17.799999	24	1,019.400024	24	null	null	91.599998	24	3.4	24	8.9	null	20.299999	false	null	null	0	null	false	false	false	false	false	false
12,163	42,200	99,999	1,945	5	20	30.1	24	24.299999	24	1,008.900024	24	null	null	29.799999	24	5.1	24	8.9	null	25.299999	true	null	null	0	null	false	false	false	false	false	false
12,164	983,260	99,999	1,945	5	4	82.599998	24	74.699997	24	1,008.799988	24	null	null	99.400002	24	5	24	13	null	73.400002	true	null	null	null	null	false	false	false	false	false	false
12,165	999,999	10,715	1,945	12	19	79.300003	24	74.699997	24	1,009.799988	24	1,007.799988	24	6.8	24	5.3	24	10.1	null	77	true	null	null	0	null	true	true	true	true	true	true
12,166	999,999	13,739	1,945	10	5	48.200001	24	40.799999	24	1,025.900024	24	1,021.599976	24	4.2	23	2.5	24	10.1	null	35.099998	true	null	null	0	null	true	true	true	true	true	true
12,167	999,999	12,855	1,945	8	9	82	24	72.900002	24	1,015.700012	24	1,014.799988	24	13.3	24	5	24	12	null	75	true	null	null	0	null	false	false	false	false	false	false
12,168	999,999	14,948	1,945	3	22	52.599998	24	33	24	1,015.799988	24	984.599976	24	81.5	21	12.4	24	22.9	null	37.900002	true	null	null	0	null	false	false	false	false	false	false
12,169	999,999	13,874	1,945	8	13	73.5	24	67.900002	24	1,018.799988	24	984.799988	24	13.3	24	7.3	24	12	null	69.099998	true	null	null	null	null	false	false	false	false	false	false
12,170	999,999	14,857	1,945	7	17	63.400002	24	50.900002	24	1,025.400024	24	1,002.400024	24	13.6	24	5.2	24	11.1	null	50	true	null	null	0	null	false	false	false	false	false	false
12,171	702,710	26,425	1,945	9	29	43.400002	24	40.299999	24	1,001.099976	24	943.5	24	31.299999	24	5	24	11.1	null	38.299999	true	null	null	null	null	false	false	false	false	false	false
12,172	746,710	13,806	1,945	9	2	75.900002	24	64.5	24	1,018	24	null	null	12.1	24	5.6	24	12	null	62.400002	true	null	null	null	null	false	false	false	false	false	false
12,173	749,210	99,999	1,945	6	21	49.400002	24	37.700001	24	1,001.5	24	null	null	24.200001	24	9.4	24	14	null	45.299999	true	null	null	null	null	false	false	false	false	false	false
12,174	724,855	23,153	1,945	7	13	80.099998	24	36.5	23	1,012.5	24	null	null	39.799999	24	8.1	24	15	null	63.299999	true	null	null	0	null	false	false	false	false	false	false
12,175	722,595	13,911	1,945	1	9	40.099998	24	23.200001	24	1,029.400024	24	null	null	99.400002	24	12.4	24	23.9	null	28.4	true	null	null	0	null	false	false	false	false	false	false
12,176	36,690	99,999	1,945	6	2	53.799999	24	48.900002	24	1,014.700012	24	null	null	9.7	24	16.9	24	23.9	null	48.900002	true	null	null	null	null	false	false	false	false	false	false
12,177	749,299	99,999	1,945	1	19	42.900002	24	36.299999	24	1,003.5	24	null	null	99.400002	24	7.2	24	16.9	null	35.400002	true	null	null	null	null	false	false	false	false	false	false
12,178	749,392	99,999	1,945	8	24	47.400002	24	46.099998	24	1,004.799988	24	null	null	11.9	24	18.4	24	33	null	45.299999	true	null	null	null	null	true	true	true	true	true	true
12,179	703,260	25,503	1,945	4	1	20.200001	24	14.2	24	1,043.5	24	null	null	21.799999	24	9	24	22	null	6.4	true	null	null	0	null	false	false	false	false	false	false
12,180	723,550	13,945	1,945	1	22	39.099998	24	29.200001	24	1,025.5	24	null	null	95.599998	24	11	24	16.9	null	29.299999	true	null	null	0	null	false	false	false	false	false	false
12,181	702,720	99,999	1,945	10	17	32.200001	24	26.4	24	998.599976	24	null	null	13.9	24	7.5	24	16.9	null	21.4	true	null	null	null	null	false	false	false	false	false	false
12,182	911,620	22,501	1,945	5	28	76.400002	24	66.900002	24	1,018.200012	24	null	null	99.400002	24	3.1	24	6	null	68.400002	true	null	null	null	null	false	false	false	false	false	false
12,183	480,620	99,999	1,945	3	16	75.699997	24	66.699997	24	1,012.299988	24	null	null	51.900002	24	5.8	24	14	null	62.400002	true	null	null	0	null	false	false	false	false	false	false
12,184	724,040	13,721	1,945	7	6	76.900002	24	70.699997	24	1,013.799988	24	1,012.299988	24	7.5	24	9.3	24	25.1	null	70	true	null	null	0.24	null	false	false	false	false	false	false
12,185	999,999	11,618	1,945	8	5	79.5	24	74.800003	24	1,015.400024	24	1,014	24	12.6	24	9.5	24	19	null	73.900002	true	null	null	null	null	false	false	false	false	false	false
12,186	999,999	14,936	1,945	5	11	52.599998	24	42	24	1,006	24	959.400024	24	9.2	24	16.4	24	28	null	43	true	null	null	null	null	false	false	false	false	false	false
12,187	722,785	23,111	1,945	2	14	58.400002	24	36.200001	24	1,012.200012	24	null	null	21.1	24	0.8	24	6	null	43.299999	true	null	null	0	null	false	false	false	false	false	false
12,188	943,670	99,999	1,945	8	2	56.400002	24	48.5	24	1,018.400024	24	null	null	99.400002	24	5.9	24	11.1	null	44.400002	true	null	null	0	null	false	false	false	false	false	false
12,189	419,230	99,999	1,945	12	23	62.400002	24	50.400002	24	1,013	24	null	null	48.200001	24	0.7	24	2.9	null	48.400002	true	null	null	0	null	false	false	false	false	false	false
12,190	749,246	99,999	1,945	6	19	80.400002	24	78.300003	24	998.799988	24	null	null	28.700001	24	3.5	24	6	null	77.400002	true	null	null	null	null	false	false	false	false	false	false
12,191	749,528	99,999	1,945	3	11	50.200001	24	39	24	1,023.200012	24	null	null	99.400002	24	13.5	24	22.9	null	43.299999	true	null	null	0	null	false	false	false	false	false	false
12,192	911,681	99,999	1,945	11	1	73.5	24	65.099998	24	1,016.200012	24	null	null	99.400002	24	6.6	24	19	null	62.400002	true	null	null	0	null	false	false	false	false	false	false
12,193	749,501	99,999	1,945	9	3	75.900002	24	62.299999	24	1,019.599976	24	null	null	7.5	24	3.2	24	9.9	null	61.299999	true	null	null	0	null	false	false	false	false	false	false
12,194	788,078	99,999	1,945	12	31	79.5	24	71.300003	24	1,010.900024	24	null	null	15.6	24	5.9	24	16.9	null	73.400002	true	null	null	0	null	false	false	false	false	false	false
12,195	743,941	99,999	1,945	2	1	15.7	24	2	24	1,004	24	null	null	19.9	24	12.5	24	22.9	null	8.4	true	null	null	null	null	false	false	false	false	false	false
12,196	722,268	93,843	1,945	10	31	69.699997	24	59.5	24	1,016.5	24	null	null	10.4	24	1.7	24	4.1	null	60.299999	true	null	null	0	null	false	false	false	false	false	false
12,197	725,810	24,193	1,945	7	8	81.300003	24	43.200001	24	1,009.700012	24	null	null	99.400002	24	5.6	24	16.9	null	67.300003	true	null	null	0	null	false	false	false	false	false	false
12,198	479,380	99,999	1,945	6	3	74.099998	24	72.099998	24	1,008.200012	24	null	null	20	24	7.2	24	14	null	72.300003	true	null	null	null	null	true	true	true	true	true	true
12,199	719,530	99,999	1,945	9	19	39.900002	24	37.799999	24	1,016.799988	24	null	null	10.2	24	4.3	24	15	null	35.400002	true	null	null	null	null	true	true	true	true	true	true

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