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
3018-05-12
2.98
101.69
15.62
25.86
21.2
21.2
31.6
21.94
9.66
25.52
0.91
2.28
0.25
2.03
0
R2
3018-05-13
0.6
101.64
14.29
25.42
19.77
19.77
30.77
20.73
10.04
25.21
1.69
3.39
0.36
3.03
null
R2
3018-05-14
1.76
101.59
15.15
24.5
20.67
20.66
29.52
20.48
9.04
24.49
1.77
2.38
1.22
1.17
null
R2
3018-05-15
17.44
101.55
17.09
24.07
22.72
22.72
26.39
22.34
4.05
24.03
2.98
3.5
2.38
1.12
null
R2
3018-05-16
23.04
101.54
17.14
24.1
22.77
22.77
26.25
22.59
3.65
24.04
3.16
4.22
2.61
1.6
null
R2
3018-05-17
5.48
101.64
16.88
24.66
22.54
22.54
28.03
22.6
5.44
24.65
2.87
4.03
1.96
2.07
null
R2
3018-05-18
1.75
101.67
16.2
25.8
21.77
21.77
30.26
22.56
7.7
25.33
1.23
1.81
0.4
1.41
null
R2
3018-05-19
0.48
101.36
15.4
25.23
20.95
20.95
30.35
20.41
9.94
25.37
1.84
2.64
0.83
1.81
0
R2
3018-05-20
2.82
101.13
16.66
25.4
22.22
22.22
29
22.04
6.96
25.42
1.9
2.62
1.27
1.35
null
R2
3018-05-21
7.36
101.19
16.29
25.2
21.83
21.83
29.8
20.03
9.77
25.33
2.14
4.12
1.19
2.93
null
R2
3018-05-22
0.04
101.65
11.92
22.12
16.85
16.85
28.18
17.44
10.73
22.85
2.41
3.94
1.12
2.82
null
R2
3018-05-23
0.05
101.8
12.99
23.85
18.16
18.16
30.02
17.77
12.25
24.14
2.61
2.91
2.2
0.71
null
R2
3018-05-24
3.43
101.57
16.9
25.03
22.49
22.49
28.46
21.69
6.77
25.01
4.03
4.99
2.65
2.34
null
R2
3018-05-25
14.11
101.57
17.25
24.34
22.87
22.87
25.87
23.18
2.7
24.33
2.72
3.53
2.25
1.28
null
R2
3018-05-26
14.54
101.57
17.58
24.93
23.14
23.14
27.94
23.32
4.62
24.93
2.28
3.39
1.37
2.02
0
R2
3018-05-27
12.65
101.6
17.36
24.67
22.98
22.98
27.6
22.54
5.06
24.66
2.19
2.75
1.58
1.17
null
R2
3018-05-28
7.35
101.51
16.13
24.6
21.75
21.75
28.34
22.02
6.32
24.7
2.09
2.51
1.72
0.79
null
R2
3018-05-29
1.16
101.45
15.71
24.51
21.33
21.33
28.4
21.28
7.12
24.58
2.39
2.78
1.97
0.81
null
R2
3018-05-30
1.76
101.36
15.39
25
20.97
20.97
29.62
20.88
8.74
24.96
2.13
2.81
1.46
1.35
null
R2
3018-05-31
3.46
101.24
15.58
25.07
21.14
21.14
28.84
21.57
7.27
24.82
1.43
2.29
0.75
1.54
null
R2
3018-06-01
14.44
101.22
16.17
24.6
21.71
21.71
28.04
21.74
6.29
24.53
1.49
2.22
0.3
1.93
null
R2
3018-06-02
8.72
101.02
15.94
25.4
21.47
21.47
29.31
21.87
7.44
25.4
1.13
1.7
0.41
1.28
0
R2
3018-06-03
4.05
100.87
15.63
25.87
21.11
21.11
30.85
21.17
9.68
26.09
0.96
1.76
0.21
1.55
null
R2
3018-06-04
3.74
101.04
15.47
26.2
21
21
30.98
21.5
9.48
26.3
1.09
1.77
0.29
1.48
null
R2
3018-06-05
0.74
101.11
15.08
26.77
20.59
20.59
31.77
22.24
9.54
26.58
1.44
2.21
0.61
1.6
null
R2
3018-06-06
0.96
100.96
15.31
26.42
20.79
20.79
32
20.7
11.3
26.51
1.91
2.5
1.36
1.13
null
R2
3018-06-07
0.68
101.05
15.99
26.85
21.5
21.5
33.22
21.46
11.76
27.13
1.96
2.81
1.14
1.67
null
R2
3018-06-08
1.57
101.13
16.69
26.98
22.26
22.25
31.67
22.7
8.97
27.16
2.51
3.36
1.85
1.51
null
R2
3018-06-09
16.12
100.9
17.66
25.33
23.13
23.13
27.4
23.14
4.26
25.51
2.24
2.9
1.69
1.21
0
R2
3018-06-10
2.22
100.82
16.43
26.18
21.9
21.9
30.58
22.26
8.32
26.39
1.71
2.53
0.14
2.39
null
R2
3018-06-11
10.87
100.99
17.8
25.67
23.27
23.27
28.75
23.73
5.02
25.8
2.5
3.96
1.27
2.69
null
R2
3018-06-12
5.34
101.28
17.26
26.53
22.83
22.83
30.14
23.63
6.51
26.55
2.99
3.96
1.96
1.99
null
R2
3018-06-13
5.86
101.36
18.63
26.88
24.1
24.1
30.19
24.2
5.99
26.86
3.26
3.85
2.54
1.3
null
R2
3018-06-14
1.49
101.36
18.09
26.83
23.6
23.6
30.86
23.67
7.19
26.88
2.86
3.51
2.36
1.15
null
R2
3018-06-15
0.65
101.38
17.72
27.37
23.23
23.23
32.39
23.25
9.14
27.46
3.16
4.22
2.3
1.91
null
R2
3018-06-16
0.26
101.47
17.85
27.86
23.39
23.39
32.91
23.83
9.07
27.91
2.26
3.29
1.26
2.03
0
R2
3018-06-17
0.48
101.42
17.2
28.09
22.77
22.77
32.91
24.41
8.51
27.9
1.77
3.17
0.2
2.97
null
R2
3018-06-18
0.52
101.38
17.42
28.22
22.97
22.97
32.88
24.24
8.65
28.3
2.2
3.2
1.18
2.02
null
R2
3018-06-19
0.61
101.35
17.74
28.3
23.29
23.29
32.71
24.37
8.34
28.52
2.86
4.05
1.98
2.08
null
R2
3018-06-20
0.48
101.37
17.93
27.94
23.46
23.46
31.45
25.08
6.37
28.02
2.83
3.36
2.4
0.96
null
R2
3018-06-21
1.46
101.42
18.19
28.55
23.69
23.69
33.14
24.57
8.57
28.66
2.21
2.58
1.55
1.03
null
R2
3018-06-22
1.61
101.44
17.79
29.01
23.28
23.28
34.81
24.21
10.61
29.15
1.82
2.45
0.37
2.08
null
R2
3018-06-23
5.13
101.5
18.8
29.03
24.23
24.23
33.59
25.22
8.37
29.06
1.45
1.85
0.03
1.82
0
R2
3018-06-24
12.7
101.48
19.42
27.34
24.8
24.8
30.3
24.97
5.34
27.62
1.65
2.05
1.18
0.87
null
R2
3018-06-25
8.8
101.34
18.71
26.69
24.12
24.12
30.09
24.23
5.86
27.13
1.37
1.82
0.89
0.93
null
R2
3018-06-26
7.83
101.13
18.41
27.24
23.85
23.85
30.66
24
6.66
27.36
2.54
3.37
1.86
1.5
null
R2
3018-06-27
8.64
100.99
19.62
27.52
24.9
24.9
30.7
25.52
5.18
27.5
3.35
4.51
2.38
2.13
null
R2
3018-06-28
10.56
101.02
17.66
25.81
23.1
23.1
28.2
23.7
4.5
25.98
2.07
3.24
1.09
2.15
null
R2
3018-06-29
1.62
101.16
16.98
26.13
22.49
22.49
29.87
22.23
7.64
26.2
2.37
3.07
1.54
1.53
null
R2
3018-06-30
3.9
101.32
18.05
26.56
23.58
23.58
29.51
24.71
4.79
26.48
2.92
3.45
2.2
1.25
0
R2
3018-07-01
3.33
101.42
17.41
27.03
22.97
22.97
31.21
22.83
8.38
27.19
2.86
4.58
1.56
3.02
null
R2
3018-07-02
1.69
101.33
17.97
26.77
23.5
23.5
30.37
24.47
5.9
26.76
3.05
3.72
2.47
1.25
null
R2
3018-07-03
0.5
101.25
18.16
27.51
23.64
23.64
31.12
25.06
6.07
27.43
2.79
3.26
2.17
1.09
null
R2
3018-07-04
5.04
101.34
18.5
26.91
23.98
23.98
29.88
24.64
5.24
26.81
2.42
2.86
1.66
1.2
null
R2
3018-07-05
29.21
101.56
17.15
25.17
22.71
22.71
27.43
22.58
4.85
25.24
1.56
2.08
0.58
1.5
null
R2
3018-07-06
0.34
101.56
15.96
26.57
21.54
21.54
32.31
21.27
11.04
26.7
1.71
2.34
0.78
1.56
null
R2
3018-07-07
0.27
101.56
17.63
27.32
23.22
23.22
31.4
23.99
7.41
27.26
1.86
2.32
1.32
1
1
R2
3018-07-08
0.24
101.55
16.99
28.36
22.58
22.58
33.92
23.81
10.11
28.42
1.69
2.34
0.46
1.88
null
R2
3018-07-09
4.24
101.54
17.85
28.1
23.41
23.41
32.39
24.98
7.41
28.18
1.6
2.18
0.39
1.79
null
R2
3018-07-10
1.11
101.55
17.29
28.79
22.83
22.83
33.86
24.81
9.05
28.76
1.66
2.79
0.3
2.49
null
R2
3018-07-11
0.42
101.57
17.77
29.08
23.32
23.32
34.27
24.41
9.86
29.12
1.8
2.82
1.07
1.74
null
R2
3018-07-12
6.34
101.27
19.29
29.11
24.64
24.64
33.36
25.7
7.66
29.1
2.18
3.22
1.07
2.15
null
R2
3018-07-13
2.76
100.89
19.11
29.31
24.41
24.41
34.84
25.03
9.81
29.38
1.94
2.54
0.35
2.19
null
R2
3018-07-14
0.68
100.77
19.26
29.41
24.53
24.53
33.52
26.53
6.99
29.45
2.64
3.18
1.9
1.28
1
R2
3018-07-15
0.3
100.85
18.47
29.57
23.83
23.83
34.41
26.29
8.12
29.61
3.18
3.45
2.91
0.55
null
R2
3018-07-16
1.98
100.98
19.67
29.67
24.91
24.91
33.96
25.95
8.02
29.63
2.69
3.7
2.08
1.62
null
R2
3018-07-17
27.76
101.05
20.48
29.1
25.59
25.59
33.23
25.88
7.35
29.06
1.97
3.12
0.72
2.4
null
R2
3018-07-18
1.55
101.1
19.01
30.35
24.3
24.3
36.88
24.96
11.92
30.4
1.42
2.05
0.21
1.85
null
R2
3018-07-19
8.77
101.08
20.06
30.35
25.24
25.24
34.8
26.44
8.35
30.09
0.93
1.37
0.09
1.28
null
R2
3018-07-20
8.54
100.9
19.82
29.5
25.02
25.02
34.67
25.65
9.02
29.71
1.9
3.38
0.86
2.51
null
R2
3018-07-21
5.61
100.82
20.49
28.92
25.58
25.58
32.89
26.64
6.24
28.95
2.58
3.07
2.2
0.87
1
R2
3018-07-22
2.84
100.93
20.45
28.62
25.57
25.57
31.79
26.19
5.6
28.65
2.13
2.48
1.29
1.19
null
R2
3018-07-23
1.96
101.09
20.04
28.58
25.26
25.26
31.46
26.55
4.92
28.52
2.68
3.16
2.32
0.85
null
R2
3018-07-24
7.2
101.01
19.64
29.26
24.89
24.89
34.17
25.64
8.53
29.27
2.79
3.41
2.08
1.34
null
R2
3018-07-25
12.9
100.82
19.04
29.41
24.32
24.32
34.89
25.01
9.89
29.37
1.49
2.35
0.1
2.25
null
R2
3018-07-26
3.27
100.86
17.57
28.57
23.01
23.01
33.64
24.06
9.58
28.6
1.86
2.47
1.13
1.34
null
R2
3018-07-27
0.13
100.93
17.09
29.4
22.54
22.53
35.87
23.44
12.43
29.4
1.7
2.36
0.99
1.37
null
R2
3018-07-28
2.05
100.99
18.4
30.18
23.76
23.76
36.62
24.55
12.07
30.21
1.89
2.62
0.33
2.29
1
R2
3018-07-29
4.34
101.02
19.09
29.89
24.4
24.4
36.79
25.54
11.25
30.01
1.78
2.52
0.36
2.16
null
R2
3018-07-30
7.98
100.95
20.36
28.35
25.49
25.49
32.45
25.36
7.09
28.49
1.88
2.03
1.72
0.32
null
R2
3018-07-31
3.56
100.78
18.87
28.9
24.13
24.13
34.54
24.83
9.71
29.16
1.73
2.59
0.4
2.19
null
R2
3018-08-01
2.21
100.7
16.48
28.31
21.78
21.78
34.73
22.99
11.75
28.66
1.93
2.9
1.08
1.82
null
R2
3018-08-02
0.3
100.68
17.86
29.44
23.22
23.22
35.16
24.84
10.32
29.61
1.6
2.23
0.43
1.8
null
R2
3018-08-03
0.21
100.75
15.88
29.81
21.02
21.02
36.96
24.48
12.48
29.82
2.05
2.73
0.87
1.85
null
R2
3018-08-04
1.24
101.07
17.91
29.15
23.32
23.32
34.8
24.85
9.96
29.48
2.57
3.77
1.66
2.11
1
R2
3018-08-05
11.61
101.16
19.86
28.24
25.1
25.09
31.43
25.9
5.53
28.3
3.05
4.07
1.99
2.07
null
R2
3018-08-06
4.62
101
19.35
28.91
24.65
24.65
32.66
26.27
6.39
28.96
3.62
4.51
2.72
1.79
null
R2
3018-08-07
0.94
100.77
19.76
29.69
24.95
24.95
34.56
26.33
8.24
29.71
3.47
4.52
2.88
1.64
null
R2
3018-08-08
6.34
100.75
20.46
28.99
25.54
25.54
32.03
26.63
5.4
28.98
2.51
3.26
1.32
1.94
null
R2
3018-08-09
2.81
100.84
19.17
29.97
24.39
24.39
36.31
25.49
10.81
30.17
1.67
2.42
1.2
1.23
null
R2
3018-08-10
0.16
100.91
18.74
29.93
24.06
24.06
35.51
25.8
9.71
30.01
2.03
2.83
1.16
1.66
null
R2
3018-08-11
0.36
100.99
18.65
29.47
24.01
24.01
33.5
25.49
8.01
29.58
2.12
2.37
1.71
0.65
1
R2
3018-08-12
1.26
100.98
17.97
30.4
23.3
23.3
36.72
26.02
10.7
30.57
1.49
2.36
0.54
1.82
null
R2
3018-08-13
0.44
101.04
14.37
28.96
19.64
19.64
35.3
23.17
12.13
28.96
1.48
2.82
0.38
2.45
null
R2
3018-08-14
0.02
101.14
13.78
28.36
18.97
18.98
35.99
21.73
14.26
28.75
1.71
2.43
0.41
2.02
null
R2
3018-08-15
3.28
101.25
17.58
27.2
23.1
23.1
30.32
24.85
5.47
27.58
3.12
4.28
2.29
1.99
null
R2
3018-08-16
17.97
101.26
17.59
25.22
23.15
23.15
26.85
24.24
2.61
25.65
2.76
3.31
2.39
0.91
null
R2
3018-08-17
14.94
101.2
18.92
26.15
24.32
24.32
28.24
24.27
3.97
26.25
2.97
3.77
2.54
1.23
null
R2
3018-08-18
10.55
101.05
19.71
27.57
24.98
24.98
30.53
25.6
4.93
27.57
2.49
3.08
2.12
0.97
1
R2
3018-08-19
8.88
101.01
20.24
27.53
25.41
25.41
29.89
25.69
4.2
27.49
2.2
2.86
1.51
1.35
null