region_id
string
date
string
prec
float64
surf_pre
float64
humidity
float64
tmp
float64
dp_tmp
float64
wb_tmp
float64
tmp_max
float64
tmp_min
float64
tmp_range
float64
surf_tmp
float64
wind
float64
wind_max
float64
wind_min
float64
wind_range
float64
score
float64
R2
3018-11-28
0.03
101.82
11.67
18.12
16.59
16.59
23.47
14.18
9.29
17.99
2.27
2.81
1.52
1.29
null
R2
3018-11-29
0
101.57
12.01
18.67
17.04
17.03
23.63
15.29
8.34
18.27
1.83
1.99
1.42
0.57
null
R2
3018-11-30
0.13
101.26
12.83
19.39
18.04
18.04
23.99
15.96
8.02
19.08
2.2
2.67
1.68
0.99
null
R2
3018-12-01
2.12
101.04
13.66
20.06
19.02
19.02
23.76
18.01
5.74
19.8
2.18
3.03
1.72
1.31
0
R2
3018-12-02
3.98
101.16
9.51
14.91
13.04
13.04
18.64
10.38
8.27
15.39
3.1
4.58
1.88
2.7
null
R2
3018-12-03
0
101.97
5.66
8.52
5.74
5.75
10.16
5.29
4.87
9.88
3.42
3.92
2.84
1.08
null
R2
3018-12-04
0
102.4
5.55
8.64
5.4
5.41
15.33
3.55
11.78
9.88
3.43
3.69
3.12
0.57
null
R2
3018-12-05
0
102.6
7.19
11.63
9.03
9.03
18.04
6.44
11.61
12.4
3.15
3.5
2.57
0.93
null
R2
3018-12-06
0.01
102.34
8.43
14.1
11.6
11.6
19.42
9.62
9.8
14.07
2.29
3.35
1.3
2.05
null
R2
3018-12-07
0
101.84
8.38
13.75
11.51
11.51
20
9.83
10.16
13.82
2.34
2.64
1.83
0.81
null
R2
3018-12-08
0.02
101.54
7.15
12.72
9.07
9.07
19.03
6.86
12.17
12.49
1.94
2.65
0.24
2.41
0
R2
3018-12-09
0.02
101.25
9.71
15.53
13.63
13.63
20.8
11.41
9.39
14.82
2.07
2.55
1.19
1.37
null
R2
3018-12-10
0.98
101.11
11.94
17.96
16.83
16.83
22.76
13.67
9.09
17.66
2.55
3.31
1.69
1.62
null
R2
3018-12-11
0.03
101.32
12.44
19.09
17.59
17.59
23.4
16.51
6.9
18.81
2.83
3.55
2.13
1.41
null
R2
3018-12-12
0.02
101.55
12.25
19.15
17.37
17.37
23.14
16.17
6.97
18.92
2.92
3.65
2.35
1.29
null
R2
3018-12-13
2.29
100.97
13.95
20.73
19.32
19.32
23.68
17.85
5.84
20.4
4.9
6.1
3.42
2.69
null
R2
3018-12-14
10.66
100.58
10.19
17.02
13.97
13.97
21.3
12.16
9.15
17.11
3.11
6.04
1.47
4.57
null
R2
3018-12-15
0.15
100.83
8.44
14.21
11.45
11.45
20.6
8.99
11.62
14.13
2.32
2.75
1.66
1.09
0
R2
3018-12-16
19.86
100.69
12.68
18
17.3
17.3
22.03
11.62
10.4
17.84
2.65
3.25
2.35
0.9
null
R2
3018-12-17
7.35
100.73
11.08
16.69
15.24
15.24
21.06
10.2
10.87
16.9
3.13
4.38
2.04
2.34
null
R2
3018-12-18
0
101.96
5.04
8.01
4.05
4.06
12.61
4.04
8.58
9.39
3.88
4.87
2.97
1.9
null
R2
3018-12-19
0
102.8
4.26
6.41
1.74
1.76
12.64
1.32
11.32
7.76
3.01
3.45
2.61
0.84
null
R2
3018-12-20
0
102.41
6.02
9.49
6.12
6.12
15.68
3.24
12.44
10.02
3.13
3.55
2.51
1.03
null
R2
3018-12-21
28.22
101.57
11.67
16.85
16.25
16.25
19.94
12.9
7.04
16.63
2.79
3.81
2.24
1.57
null
R2
3018-12-22
43.02
100.87
13.65
19.26
18.99
18.99
20.48
18.22
2.26
19
2.91
3.75
2.25
1.5
0
R2
3018-12-23
33.56
100.5
14.93
20.66
20.31
20.31
22.31
18.38
3.94
20.26
4.33
5.72
2.62
3.1
null
R2
3018-12-24
25.3
101.17
16.69
22.54
22.27
22.27
23.37
21.98
1.39
22.08
3.77
4.65
3.13
1.52
null
R2
3018-12-25
5.05
101.61
16.02
22
21.68
21.68
23.72
20.82
2.9
21.61
2.81
3.32
2.45
0.87
null
R2
3018-12-26
0.91
101.46
15.39
21.96
21
21
25.05
20.23
4.81
21.66
3.53
4.47
2.74
1.73
null
R2
3018-12-27
2.08
100.97
15.72
22.35
21.26
21.27
25.1
20.74
4.36
22
4.14
4.87
3.61
1.26
null
R2
3018-12-28
20
100.64
13.5
20.09
18.49
18.49
23.45
15.24
8.21
19.84
4.97
7.72
2.78
4.94
null
R2
3018-12-29
0.82
101.39
9.09
15.28
12.62
12.62
18.29
11.56
6.73
15.9
1.31
2.56
0.3
2.27
0
R2
3018-12-30
24.65
101.55
12.21
17.69
17.04
17.04
20.25
15.73
4.52
17.54
1.04
2.13
0.43
1.71
null
R2
3018-12-31
23.35
101.72
8.56
13
11.71
11.71
15.69
10.68
5.01
13.7
3.82
4.9
1.58
3.32
null
R2
3019-01-01
2.63
102.01
5.87
8.89
6.22
6.22
10.92
6.1
4.82
10.23
4.09
4.72
3.5
1.22
null
R2
3019-01-02
0.15
102.07
4.78
7.29
3.35
3.36
11.11
5.21
5.9
8.82
3.39
4.05
2.31
1.75
null
R2
3019-01-03
1.28
101.67
4.95
7.74
3.82
3.83
11.62
5.42
6.2
9.01
2.61
3.21
2
1.21
null
R2
3019-01-04
0
101.87
4.53
6.37
2.53
2.54
11.64
2.04
9.6
7.66
3.95
4.68
3.21
1.47
null
R2
3019-01-05
0
102.37
4.11
4.68
1.09
1.11
10.68
0.06
10.62
6.14
3.71
5
2.91
2.08
0
R2
3019-01-06
0.01
102.06
5.5
7.54
4.82
4.83
14.3
1.78
12.53
8.43
3.11
3.87
2.21
1.66
null
R2
3019-01-07
2.84
101.25
6.84
9.25
8.13
8.13
12.68
5.73
6.95
9.89
3.12
3.63
2.43
1.2
null
R2
3019-01-08
0.24
100.93
8.7
12.89
11.85
11.85
18.91
8.4
10.5
13.25
1.78
2.7
0.64
2.06
null
R2
3019-01-09
5.68
100.39
10.58
15.36
14.72
14.72
19.66
11.75
7.91
15.2
3.5
4.2
2.74
1.46
null
R2
3019-01-10
0.13
101.49
5.09
7.23
3.95
3.96
10.78
1.44
9.34
8.38
4.09
4.82
3.31
1.52
null
R2
3019-01-11
0
102.02
3.05
3.85
-2.87
-2.79
9.37
-2.15
11.52
4.51
1.88
3.14
0.95
2.19
null
R2
3019-01-12
0
101.99
3.97
7
0.37
0.42
13.57
1.97
11.61
6.52
2.01
2.8
0.8
2
0
R2
3019-01-13
0
101.96
4.82
8.6
3.41
3.42
15.18
1.35
13.83
7.92
1.78
2.87
0.69
2.18
null
R2
3019-01-14
21.03
101.34
6.32
9.44
6.99
6.99
14.12
4.15
9.97
9.22
3.23
4.35
2.35
2
null
R2
3019-01-15
6.01
100.22
9.41
13.91
12.99
12.99
17.51
10.84
6.67
13.85
3.01
4.2
2.17
2.03
null
R2
3019-01-16
1.18
100.59
7.25
11.98
9.18
9.18
17.73
7.61
10.11
12.27
2.31
5.18
1
4.18
null
R2
3019-01-17
1.09
101.25
4.85
7.32
3.39
3.41
11.55
3.69
7.87
8.28
4.2
5.49
2.83
2.66
null
R2
3019-01-18
0
102.19
4.2
5.51
1.54
1.55
11.57
0.68
10.88
6.57
2.57
3.11
1.92
1.19
null
R2
3019-01-19
0
102.49
4.07
4.85
0.91
0.93
11.72
-1.09
12.81
5.92
2.55
3.15
1.49
1.66
0
R2
3019-01-20
1.99
101.87
7.76
11.4
9.73
9.73
16.46
3.77
12.7
11.27
2.99
3.7
2.18
1.52
null
R2
3019-01-21
21.73
101.1
11.36
16.97
16.05
16.05
20.33
13.99
6.34
16.72
3.21
7.62
1.79
5.84
null
R2
3019-01-22
22.23
100.58
5.89
8.01
4.86
4.87
18.99
2.56
16.43
9.13
7.01
9.22
6.25
2.97
null
R2
3019-01-23
0.01
101.57
3.51
3
-1.08
-1.04
7.52
-0.42
7.94
4.73
4.86
6.54
2.93
3.61
null
R2
3019-01-24
0
101.85
3.58
3.96
-0.72
-0.69
10.64
-2.17
12.81
4.98
1.61
2.81
0.42
2.39
null
R2
3019-01-25
0.01
101.71
7.31
10.84
8.92
8.92
17.08
3.16
13.92
10.43
2.7
3.38
2
1.38
null
R2
3019-01-26
13.2
101.46
10.55
15.57
14.99
14.99
18.16
13.48
4.68
15.01
2.45
3.4
0.23
3.17
0
R2
3019-01-27
7.71
101.38
7.02
10.31
8.73
8.73
13.12
7.08
6.03
10.86
4.12
4.77
2.26
2.5
null
R2
3019-01-28
3.83
101.18
5.2
7.63
4.44
4.45
12.36
4.71
7.64
8.36
3.42
4.17
2.78
1.39
null
R2
3019-01-29
0
101.39
6.06
9.75
6.45
6.46
17.24
3.65
13.59
9.88
2.76
3.22
2.03
1.19
null
R2
3019-01-30
0
101.45
8.02
12.65
10.71
10.71
18.56
7.22
11.35
12.36
2.55
3.42
1.7
1.72
null
R2
3019-01-31
0.02
101.15
11.09
16.34
15.71
15.71
20.15
12.91
7.23
15.98
3.03
3.87
2.38
1.5
null
R2
3019-02-01
0.57
100.98
12.49
18.48
17.58
17.58
22.17
15.68
6.5
18.16
2.74
3.48
2.14
1.34
null
R2
3019-02-02
12.69
100.82
14.15
20.34
19.51
19.52
23.69
17.75
5.94
19.93
4.67
6.04
3.41
2.63
0
R2
3019-02-03
20.07
101.07
10.72
16.28
14.69
14.69
20.43
12.06
8.38
16.2
3.59
4.93
1.97
2.96
null
R2
3019-02-04
1.16
101.97
5
8.82
3.75
3.76
12.46
3.88
8.58
9.65
4.51
5.43
2.86
2.56
null
R2
3019-02-05
0
102.54
3.71
5.04
-0.14
-0.1
11.06
-0.1
11.16
6.2
3.18
3.91
2.59
1.32
null
R2
3019-02-06
0.06
102.19
3.91
5.97
0.54
0.57
12.56
0.44
12.12
6.86
2.51
3.31
1.88
1.44
null
R2
3019-02-07
0.67
101.8
4.24
6.51
1.56
1.58
13.14
0.13
13.01
7.29
2.92
3.81
1.94
1.87
null
R2
3019-02-08
0
101.18
4.82
8.29
3.26
3.28
13.21
4.41
8.8
8.78
5.02
7.29
3.58
3.71
null
R2
3019-02-09
0
101.37
3.87
5.84
0.31
0.34
10.09
2.16
7.93
6.81
4.76
6.26
3.61
2.64
0
R2
3019-02-10
0
102.03
3.64
4.53
-0.64
-0.59
9.99
-1.53
11.52
5.74
3.26
3.97
2.23
1.74
null
R2
3019-02-11
0
101.78
7.73
12.13
9.86
9.86
18.73
4.41
14.32
12.12
3.86
5.11
3.03
2.08
null
R2
3019-02-12
0.01
101.79
9.39
15.15
13.21
13.21
20.56
10.92
9.64
15
3.66
5.12
2.36
2.75
null
R2
3019-02-13
0
102.36
4.54
8.21
2.53
2.55
12.94
4.09
8.85
9.06
3.74
4.66
2.62
2.04
null
R2
3019-02-14
0.01
101.86
5.67
9.33
5.24
5.25
15.63
2.81
12.83
9.78
3.47
4.12
2.94
1.18
null
R2
3019-02-15
26.13
100.85
10.18
15.47
14.13
14.13
19.75
10.09
9.67
15.19
4.77
6.29
3.04
3.25
null
R2
3019-02-16
0.02
100.97
6.95
11.82
8.57
8.58
17.37
6.94
10.43
12.4
2.64
3.76
0.43
3.33
0
R2
3019-02-17
0.01
101.81
6.49
11.08
7.68
7.69
16.11
6.8
9.31
11.5
3.06
3.46
2.61
0.85
null
R2
3019-02-18
0
102.34
6.13
11.15
6.88
6.89
18.33
4.9
13.43
11.41
2.5
3.04
1.43
1.61
null
R2
3019-02-19
0
102.16
8.76
14.18
12.13
12.13
19.96
8.76
11.2
14.08
3.25
4.28
2.66
1.62
null
R2
3019-02-20
0
101.88
10.46
16.74
14.94
14.94
21.63
12.29
9.33
16.53
2.56
3.16
1.87
1.29
null
R2
3019-02-21
0.06
101.49
11.37
18.24
16.2
16.2
22.47
15.16
7.32
18.05
2.28
2.95
1.81
1.14
null
R2
3019-02-22
9.85
100.93
12.16
17.46
17.16
17.16
19.5
15.63
3.87
17.19
2.41
2.92
1.76
1.16
null
R2
3019-02-23
27.96
100.12
12.92
19.3
17.97
17.97
22.44
16.2
6.24
19.04
4.75
9.01
1.93
7.08
0
R2
3019-02-24
1.81
100.59
6.57
11.23
7.46
7.46
18.45
6.47
11.98
11.87
5.98
7.83
2.68
5.15
null
R2
3019-02-25
0
101.74
5.57
10.22
5.43
5.43
16.19
4.81
11.38
10.85
3.71
4.66
2.62
2.04
null
R2
3019-02-26
0
102.24
4.6
7.98
2.86
2.88
13.44
3.17
10.27
8.79
2.95
3.7
1.89
1.82
null
R2
3019-02-27
0
102.12
4.75
9.45
3.31
3.32
16.13
3.02
13.11
9.77
1.95
2.85
0.4
2.45
null
R2
3019-02-28
0
101.85
6.05
11.89
6.57
6.58
17.88
6.52
11.36
11.16
2.37
3.68
0.19
3.48
null
R2
3019-02-29
0
101.62
9.24
15.4
12.94
12.94
21.68
10.31
11.37
15.16
2.02
2.43
1
1.43
null
R2
3019-03-01
0.87
101.35
10.96
17.3
15.55
15.55
21.95
12.27
9.68
17.06
3.23
4.68
2.1
2.58
0
R2
3019-03-02
0.23
101.65
6.29
12.64
7.05
7.06
17.06
8.59
8.47
12.82
3.18
4.58
1.62
2.96
null
R2
3019-03-03
7.27
101.05
9.17
14.65
12.24
12.24
19.4
7.94
11.46
14.53
3.96
5.8
2.52
3.27
null
R2
3019-03-04
0.43
101.52
7.22
12.44
9.28
9.28
18.12
8.37
9.76
13.1
2.97
4.15
1.87
2.28
null
R2
3019-03-05
0
101.73
7.01
12.83
8.78
8.78
19.12
6.9
12.23
12.76
2.18
2.67
1.12
1.55
null
R2
3019-03-06
0
101.87
6.7
14.17
8.19
8.2
21.2
7.62
13.59
13.66
2.08
3.14
0.74
2.4
null