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mlops_gsod

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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
0	39,800	99,999	1,929	12	11	45.5	4	43.5	4	981.400024	4	null	null	4.3	4	19.799999	4	29.9	null	34	false	null	null	null	null	false	false	false	false	false	false
1	37,770	99,999	1,929	12	6	47	4	41.299999	4	993.099976	4	null	null	4.3	4	14.3	4	18.1	null	45	false	null	null	null	null	false	false	false	false	false	false
2	31,590	99,999	1,929	12	6	45.799999	4	38.299999	4	974.5	4	null	null	12.4	4	24.5	4	36.900002	null	43	false	null	null	0	null	false	false	false	false	false	false
3	30,910	99,999	1,929	11	25	49.799999	4	null	null	986.5	4	null	null	3.9	4	16.4	4	23.9	null	41	false	null	null	0.04	null	false	false	false	false	false	false
4	33,790	99,999	1,929	8	29	62	4	56.299999	4	1,015.599976	4	null	null	9.3	4	11.2	4	18.1	null	54	false	null	null	0	null	false	false	false	false	false	false
5	38,110	99,999	1,929	11	2	47.799999	4	44	4	1,027.900024	4	null	null	6.8	4	6	4	13	null	42.099998	false	null	null	null	null	false	false	false	false	false	false
6	33,790	99,999	1,929	9	17	55.700001	4	52.799999	4	1,021.799988	4	null	null	1.4	4	4.3	4	5.1	null	48	false	null	null	0	null	true	true	true	true	true	true
7	30,750	99,999	1,929	12	7	43.299999	4	41.799999	4	966.599976	4	null	null	6.2	4	12.5	4	29.9	null	42.099998	true	null	null	null	null	false	false	false	false	false	false
8	34,970	99,999	1,929	8	26	62.599998	4	56	4	1,023.5	4	null	null	5.9	4	11	4	13	null	59	false	null	null	0	null	false	false	false	false	false	false
9	37,770	99,999	1,929	12	19	36	4	28.799999	4	1,033.099976	4	null	null	1.9	4	8.2	4	13	null	30	false	null	null	0	null	false	false	false	false	false	false
10	38,040	99,999	1,929	10	27	47.799999	5	42.299999	4	1,009.900024	5	null	null	14.2	5	16.799999	5	23.9	null	45	false	null	null	0.39	null	false	false	false	false	false	false
11	32,620	99,999	1,929	12	4	46.599998	5	42.200001	4	995.200012	5	null	null	2.9	5	7.4	5	8.9	null	44.099998	false	null	null	0.02	null	false	false	false	false	false	false
12	39,800	99,999	1,929	12	23	39.200001	5	36	4	980.200012	5	null	null	6	5	14.2	5	18.1	null	30.9	false	null	null	0.04	null	false	false	false	false	false	false
13	33,790	99,999	1,930	10	6	48	4	47	4	996.599976	4	null	null	6.8	4	14.3	4	18.1	null	44.099998	false	null	null	null	null	false	false	false	false	false	false
14	30,050	99,999	1,930	8	11	57.200001	4	53.5	4	null	null	null	null	7.8	4	3.5	4	5.1	null	54	false	null	null	0	null	false	false	false	false	false	false
15	30,260	99,999	1,930	12	21	43.200001	4	39.200001	4	1,026.199951	4	null	null	7.8	4	10	4	13	null	39.900002	false	null	null	0	null	false	false	false	false	false	false
16	36,010	99,999	1,930	4	14	46.799999	4	39.200001	4	1,004.200012	4	null	null	7.8	4	14.3	4	18.1	null	43	false	null	null	null	null	false	false	false	false	false	false
17	38,640	99,999	1,930	4	25	49.5	4	48.5	4	1,003.900024	4	null	null	5.9	4	7.2	4	13	null	44.099998	false	null	null	null	null	false	false	false	false	false	false
18	39,730	99,999	1,930	7	14	54.799999	4	48.5	4	1,010.799988	4	null	null	10.9	4	17.200001	4	23.9	null	52	false	null	null	null	null	false	false	false	false	false	false
19	33,960	99,999	1,930	9	6	61.5	4	60.5	4	1,012.700012	4	null	null	3.1	4	2.7	4	5.1	null	57.900002	false	null	null	null	null	false	false	false	false	false	false
20	37,950	99,999	1,930	1	27	45.5	4	42.5	4	999.700012	4	null	null	1.2	4	7	4	8.9	null	36	false	null	null	0	null	false	false	false	false	false	false
21	33,960	99,999	1,930	5	20	52	4	48.5	4	1,017.700012	4	null	null	5.3	4	8.3	4	13	null	51.099998	false	null	null	0	null	false	false	false	false	false	false
22	30,050	99,999	1,930	9	5	54.299999	4	52.5	4	1,013.700012	4	null	null	2.5	4	12	4	13	null	52	false	null	null	null	null	false	false	false	false	false	false
23	38,640	99,999	1,930	1	14	51.799999	4	46.700001	4	1,008.700012	4	null	null	7.8	4	21	4	23.9	null	50	false	null	null	0	null	false	false	false	false	false	false
24	38,940	99,999	1,930	8	7	57.700001	4	51.799999	4	1,013.299988	4	null	null	17.1	4	4.3	4	5.1	null	54	false	null	null	0	null	false	false	false	false	false	false
25	33,110	99,999	1,930	2	19	36	4	30.200001	4	1,029.599976	4	null	null	3.1	4	4.8	4	8.9	null	28.9	false	null	null	0	null	false	false	false	false	false	false
26	33,110	99,999	1,930	1	11	38.799999	4	28.5	4	981.700012	4	null	null	10.9	4	23.9	4	29.9	null	37	true	null	null	0	null	false	false	false	false	false	false
27	36,010	99,999	1,930	11	28	41.5	4	39.700001	4	1,007.200012	4	null	null	12.4	4	6.5	4	13	null	37.900002	false	null	null	0	null	false	false	false	false	false	false
28	30,750	99,999	1,930	8	9	55.799999	4	54.700001	4	1,013.5	4	null	null	9.3	4	3.5	4	5.1	null	48	false	null	null	0	null	false	false	false	false	false	false
29	39,530	99,999	1,930	5	14	52.700001	4	49.200001	4	1,012.599976	4	null	null	9.3	4	11	4	13	null	48	false	null	null	0	null	false	false	false	false	false	false
30	33,790	99,999	1,930	5	17	56.299999	4	47.299999	4	1,019.5	4	null	null	5.3	4	8.3	4	13	null	48	false	null	null	null	null	false	false	false	false	false	false
31	30,750	99,999	1,930	9	21	54.700001	4	53	4	998.099976	4	null	null	10.9	4	10	4	13	null	52	false	null	null	0	null	false	false	false	false	false	false
32	39,800	99,999	1,930	7	4	56.299999	4	53.5	4	1,011.900024	4	null	null	2.5	4	5.2	4	8.9	null	54	true	null	null	0	null	true	true	true	true	true	true
33	38,110	99,999	1,930	1	22	48.700001	4	47.5	4	1,012.299988	4	null	null	4.5	4	16.5	4	23.9	null	48	false	null	null	null	null	false	false	false	false	false	false
34	32,620	99,999	1,930	5	12	44.700001	4	39	4	1,006.299988	4	null	null	6.8	4	6	4	8.9	null	39	false	null	null	null	null	false	false	false	false	false	false
35	34,970	99,999	1,930	4	22	40.799999	4	35	4	1,012.299988	4	null	null	5.3	4	10.3	4	18.1	null	33.099998	false	null	null	0	null	false	false	false	false	false	false
36	38,560	99,999	1,930	7	24	58	4	52.799999	4	1,011.299988	4	null	null	7.8	4	12	4	13	null	53.099998	false	null	null	0	null	false	false	false	false	false	false
37	38,640	99,999	1,930	3	3	45.799999	4	41.5	4	1,023.799988	4	null	null	3.4	4	10	4	13	null	42.099998	false	null	null	null	null	false	false	false	false	false	false
38	38,940	99,999	1,930	9	28	57	4	47.900002	4	1,018.299988	4	null	null	10.9	4	8.9	4	8.9	null	53.099998	false	null	null	0	null	false	false	false	false	false	false
39	38,940	99,999	1,930	7	9	62.5	4	58.700001	4	1,024.699951	4	null	null	6.2	4	2.2	4	5.1	null	59	false	null	null	0	null	true	true	true	true	true	true
40	30,750	99,999	1,930	5	24	47.799999	4	46.700001	4	1,025.699951	4	null	null	5	4	8	4	8.9	null	46.900002	false	null	null	0	null	false	false	false	false	false	false
41	33,110	99,999	1,930	7	24	56	4	51.799999	4	1,013.599976	4	null	null	9.9	4	14.7	4	23.9	null	54	false	null	null	null	null	false	false	false	false	false	false
42	38,040	99,999	1,930	5	14	52	4	51	4	1,016	4	null	null	2.8	4	10	4	13	null	48.900002	false	null	null	0	null	true	true	true	true	true	true
43	39,800	99,999	1,930	12	25	41.799999	4	null	null	999.400024	4	null	null	4.3	4	10.3	4	18.1	null	39.900002	false	null	null	0.02	null	false	false	false	false	false	false
44	36,010	99,999	1,930	8	30	59.299999	4	58.200001	4	1,021.099976	4	null	null	0.4	4	4	4	8.9	null	55	false	null	null	0	null	true	true	true	true	true	true
45	37,950	99,999	1,930	9	30	52.200001	4	50.5	4	1,019.5	4	null	null	1.6	4	8.9	4	8.9	null	42.099998	false	null	null	0	null	true	true	true	true	true	true
46	37,950	99,999	1,930	8	2	62.700001	4	58	4	1,001.700012	4	null	null	14	4	13.3	4	18.1	null	60.099998	false	null	null	null	null	false	false	false	false	false	false
47	38,110	99,999	1,930	9	5	61.299999	4	59.299999	4	1,016.200012	4	null	null	9.3	4	8	4	8.9	null	59	false	null	null	0	null	false	false	false	false	false	false
48	39,530	99,999	1,930	3	29	47.299999	4	40.5	4	1,001.700012	4	null	null	12.4	4	21.200001	4	29.9	null	43	false	null	null	0	null	false	false	false	false	false	false
49	39,800	99,999	1,930	1	25	37	4	33.599998	4	991.900024	4	null	null	9.3	4	12.2	4	18.1	null	33.099998	false	null	null	0	null	false	false	false	false	false	false
50	38,560	99,999	1,930	3	30	47.5	4	44.200001	4	1,016	4	null	null	9.3	4	13	4	13	null	41	false	null	null	0	null	false	false	false	false	false	false
51	37,770	99,999	1,930	12	9	36	4	35	4	1,004.700012	4	null	null	1.4	4	6.2	4	8.9	null	33.099998	false	null	null	null	null	true	true	true	true	true	true
52	37,770	99,999	1,930	10	14	56.5	4	48.5	4	1,016.299988	4	null	null	4.3	4	9	4	13	null	48	false	null	null	null	null	false	false	false	false	false	false
53	38,640	99,999	1,930	8	24	60	4	52	4	1,021	4	null	null	9.3	4	11	4	13	null	53.099998	false	null	null	0	null	false	false	false	false	false	false
54	38,940	99,999	1,930	2	22	39.200001	4	33.799999	4	1,025.699951	4	null	null	1.9	4	3.5	4	5.1	null	37.900002	true	null	null	0	null	false	false	false	false	false	false
55	38,560	99,999	1,930	9	1	61	4	56.5	4	1,025.699951	4	null	null	9.3	4	11	4	13	null	55	false	null	null	0	null	false	false	false	false	false	false
56	33,110	99,999	1,930	11	18	42.5	4	38.5	4	1,015.700012	4	null	null	3.4	4	16	4	23.9	null	39.900002	false	null	null	null	null	false	false	false	false	false	false
57	31,590	99,999	1,930	11	10	45.700001	4	40	4	1,019.099976	4	null	null	10.9	4	19.5	4	23.9	null	45	false	null	null	0	null	false	false	false	false	false	false
58	33,960	99,999	1,930	7	30	58	4	54.299999	4	1,007.700012	4	null	null	4	4	17	4	23.9	null	55.900002	false	null	null	0	null	false	false	false	false	false	false
59	38,940	99,999	1,930	8	11	61.299999	4	59.299999	4	1,015.200012	4	null	null	2.6	4	10	4	13	null	60.099998	true	null	null	null	null	false	false	false	false	false	false
60	39,530	99,999	1,930	7	14	56.599998	5	48	4	1,012.599976	5	null	null	12.4	5	16	5	18.1	null	55	false	null	null	0.02	null	false	false	false	false	false	false
61	39,530	99,999	1,930	8	15	58.200001	5	55.5	4	1,017.5	5	null	null	8.5	5	13	5	13	null	55.900002	false	null	null	0.04	null	false	false	false	false	false	false
62	39,800	99,999	1,930	2	21	39.799999	5	36	4	1,028.400024	5	null	null	4.7	5	2.6	5	5.1	null	35.099998	false	null	null	0	null	false	false	false	false	false	false
63	32,620	99,999	1,930	12	12	40.200001	5	39	4	997	5	null	null	3.5	5	2.6	5	5.1	null	34	false	null	null	0.47	null	true	true	true	true	true	true
64	39,800	99,999	1,930	9	11	52.200001	5	null	null	1,014.299988	5	null	null	0.6	5	3.2	5	5.1	null	46	false	null	null	0.02	null	true	true	true	true	true	true
65	39,530	99,999	1,930	8	8	56.400002	5	55	4	1,017.599976	5	null	null	8	5	10.8	5	18.1	null	52	false	null	null	0.02	null	false	false	false	false	false	false
66	32,620	99,999	1,930	10	24	44.200001	5	39.799999	4	996.099976	5	null	null	5.2	5	8.4	5	18.1	null	39.900002	false	null	null	0	null	false	false	false	false	false	false
67	34,970	99,999	1,930	10	18	56.799999	5	53.099998	4	1,009.900024	5	null	null	3.2	5	9.8	5	13	null	55	false	null	null	0.12	null	false	false	false	false	false	false
68	39,530	99,999	1,930	12	23	47.799999	5	46.799999	4	1,020.700012	5	null	null	7.2	5	12.4	5	18.1	null	46.900002	false	null	null	0.08	null	false	false	false	false	false	false
69	38,040	99,999	1,930	1	8	44.200001	5	39.200001	4	1,010.200012	5	null	null	16.200001	5	15.6	5	23.9	null	42.099998	true	null	null	0.12	null	false	false	false	false	false	false
70	34,970	99,999	1,930	2	12	41.599998	5	38.299999	4	1,031.599976	5	null	null	6.2	5	10.6	5	13	null	39	false	null	null	0	null	false	false	false	false	false	false
71	33,110	99,999	1,931	12	6	45.5	4	39.200001	4	1,005.099976	4	null	null	10.9	4	22.200001	4	36.900002	null	44.099998	false	null	null	null	null	false	false	false	false	false	false
72	30,050	99,999	1,931	5	8	46.299999	4	null	null	1,021.599976	4	null	null	14	4	8.9	4	8.9	null	44.099998	false	null	null	0	null	false	false	false	false	false	false
73	37,770	99,999	1,931	10	1	56	4	51.5	4	1,013	4	null	null	1.7	4	8	4	8.9	null	50	false	null	null	0	null	false	false	false	false	false	false
74	33,790	99,999	1,931	9	3	54	4	53	4	999.400024	4	null	null	1.6	4	3.5	4	5.1	null	51.099998	false	null	null	null	null	false	false	false	false	false	false
75	37,950	99,999	1,931	6	25	52.700001	4	42.799999	4	1,026.099976	4	null	null	17.1	4	14.3	4	18.1	null	42.099998	false	null	null	0	null	false	false	false	false	false	false
76	38,640	99,999	1,931	10	21	42.200001	4	32.700001	4	1,023.299988	4	null	null	4	4	5.2	4	8.9	null	30.9	false	null	null	0	null	false	false	false	false	false	false
77	37,950	99,999	1,931	10	16	53.799999	4	50.5	4	1,032.199951	4	null	null	8.4	4	10	4	13	null	45	false	null	null	0	null	false	false	false	false	false	false
78	36,010	99,999	1,931	1	15	47.700001	4	46	4	1,019.700012	4	null	null	9.3	4	10	4	13	null	42.099998	false	null	null	null	null	false	false	false	false	false	false
79	267,020	99,999	1,931	1	15	31.700001	4	30.299999	4	1,007.200012	4	null	null	1.9	4	11.2	4	18.1	null	27	true	null	null	0.06	null	false	false	false	false	false	false
80	39,800	99,999	1,931	8	22	52.5	4	43.700001	4	1,012.700012	4	null	null	21.700001	4	12	4	13	null	51.099998	false	null	null	0	null	false	false	false	false	false	false
81	37,770	99,999	1,931	3	9	26.5	4	23	4	1,006.5	4	null	null	0.7	4	5.5	4	13	null	23	false	null	null	null	null	false	false	false	false	false	false
82	38,040	99,999	1,931	5	14	53	4	51.299999	4	1,012.799988	4	null	null	3.4	4	19.5	4	23.9	null	50	false	null	null	null	null	false	false	false	false	false	false
83	38,110	99,999	1,931	2	18	38.799999	4	29.299999	4	1,012.099976	4	null	null	10.9	4	24.200001	4	29.9	null	34	false	null	null	0	null	false	false	false	false	false	false
84	38,110	99,999	1,931	4	15	49	4	45.5	4	1,026.099976	4	null	null	9.3	4	11.6	4	18.1	null	46.900002	false	null	null	null	null	false	false	false	false	false	false
85	33,790	99,999	1,931	9	21	48.700001	4	43.5	4	1,031.699951	4	null	null	4.3	4	11	4	13	null	43	false	null	null	null	null	false	false	false	false	false	false
86	38,640	99,999	1,931	11	14	50.299999	4	43.299999	4	1,008.5	4	null	null	9.9	4	13.5	4	18.1	null	46.900002	false	null	null	null	null	false	false	false	false	false	false
87	33,790	99,999	1,931	4	15	47.299999	4	43	4	1,020.099976	4	null	null	3.4	4	7	4	8.9	null	44.099998	false	null	null	null	null	false	false	false	false	false	false
88	30,750	99,999	1,931	2	17	38.400002	4	36	4	1,007.400024	4	null	null	12.4	4	11.2	4	18.1	null	34	false	null	null	null	null	false	false	false	false	false	false
89	33,960	99,999	1,931	8	26	55.799999	4	49.799999	4	1,026.599976	4	null	null	4	4	7	4	8.9	null	50	false	null	null	0	null	false	false	false	false	false	false
90	122,050	99,999	1,931	5	24	76.5	4	59	4	1,020.5	4	null	null	31.1	4	2.2	4	5.1	null	73	true	null	null	0	null	false	false	false	false	false	false
91	38,560	99,999	1,931	9	10	54.5	4	48.5	4	1,018.299988	4	null	null	5.3	4	9	4	13	null	50	false	null	null	0	null	false	false	false	false	false	false
92	31,590	99,999	1,931	10	19	49.299999	4	47.5	4	1,024.800049	4	null	null	2.6	4	7.2	4	13	null	45	false	null	null	0	null	false	false	false	false	false	false
93	104,100	99,999	1,931	9	12	47.5	4	44.799999	4	1,017.5	4	null	null	1.4	4	4.5	4	8.9	null	39	false	null	null	0.02	null	false	false	false	false	false	false
94	39,730	99,999	1,931	1	5	40.700001	4	38.299999	4	1,019	4	null	null	12.4	4	1	4	1.9	null	36	false	null	null	0	null	false	false	false	false	false	false
95	38,640	99,999	1,931	6	22	63.5	4	57	4	1,021.200012	4	null	null	6.8	4	8	4	8.9	null	54	false	null	null	0	null	false	false	false	false	false	false
96	33,790	99,999	1,931	8	13	57.5	4	54.700001	4	1,014.599976	4	null	null	5.3	4	5.2	4	8.9	null	55	false	null	null	null	null	false	false	false	false	false	false
97	39,530	99,999	1,931	11	10	52	4	48.700001	4	965.5	4	null	null	10.9	4	18.299999	4	23.9	null	48.900002	false	null	null	null	null	false	false	false	false	false	false
98	267,020	99,999	1,931	2	21	34.700001	4	31.6	4	1,014.900024	4	null	null	5.3	4	16.799999	4	18.1	null	32	false	null	null	0	null	false	false	false	false	false	false
99	30,750	99,999	1,931	12	6	37	4	36	4	995.099976	4	null	null	12.4	4	8	4	8.9	null	35.099998	false	null	null	null	null	false	false	false	false	false	false

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