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
R13
3040-05-12
1.65
101.38
15.32
23.33
20.89
20.89
27.87
18.96
8.92
23.23
1.3
1.78
0.85
0.93
1
R13
3040-05-13
0.08
101.37
12.56
23.46
17.69
17.69
30.73
17.95
12.78
23.33
1.46
1.96
1.15
0.81
null
R13
3040-05-14
1.42
101.31
13.6
22.49
18.74
18.74
30.12
17.3
12.82
22.36
1.03
1.53
0.33
1.2
null
R13
3040-05-15
11.94
101.23
15.92
23.19
21.5
21.5
27.47
19.85
7.62
23.19
1.77
2.39
1.32
1.08
null
R13
3040-05-16
11.6
101.22
16.43
22.76
22.02
22.02
25.44
20.84
4.6
22.75
1.77
2.39
1.35
1.04
null
R13
3040-05-17
4.44
101.3
16.41
23.75
22.01
22.01
28.02
21.19
6.83
23.74
1.58
2.11
1.01
1.1
null
R13
3040-05-18
5.53
101.34
15.04
25.15
20.51
20.51
29.75
20.5
9.24
24.67
1.18
1.52
0.31
1.21
null
R13
3040-05-19
0.32
101.01
14.49
25.36
19.9
19.9
31.46
19.02
12.43
24.76
1.12
1.43
0.74
0.7
0
R13
3040-05-20
7.53
100.75
16.09
24.98
21.58
21.59
30.22
19.99
10.23
24.91
1.41
2.21
0.67
1.55
null
R13
3040-05-21
1.9
100.92
14.12
23.3
19.42
19.42
29.42
16.68
12.75
23.28
1.94
2.57
1.06
1.5
null
R13
3040-05-22
0.02
101.4
9.58
19.18
13.48
13.48
25.9
13.93
11.97
19.11
1.7
2.21
1.22
0.99
null
R13
3040-05-23
0.02
101.48
12.28
22.98
17.18
17.18
31.28
14.52
16.75
23
1.38
1.83
0.9
0.94
null
R13
3040-05-24
2.98
101.25
15.25
23.82
20.71
20.71
28.61
18.35
10.26
23.83
2.32
3.29
1.42
1.87
null
R13
3040-05-25
13.44
101.24
16.79
23.03
22.37
22.37
25.15
21.23
3.92
23.02
1.81
2.16
1.3
0.86
null
R13
3040-05-26
8.21
101.24
16.17
23.19
21.73
21.73
27.13
21.09
6.03
23.19
1.35
1.73
0.95
0.79
0
R13
3040-05-27
16.6
101.26
16.63
23.68
22.2
22.2
27.82
20.87
6.96
23.67
1.4
1.93
1.01
0.92
null
R13
3040-05-28
14.22
101.17
15.84
25.38
21.33
21.33
32.65
20.56
12.09
25.36
1.2
1.49
0.94
0.55
null
R13
3040-05-29
0.89
101.12
15.13
24.21
20.66
20.66
29.58
19.36
10.22
24.21
1.44
1.99
1.08
0.91
null
R13
3040-05-30
4.59
101.01
15.03
24.47
20.5
20.5
30.54
19.3
11.23
24.4
1.34
1.87
0.95
0.92
null
R13
3040-05-31
7.76
100.89
14.96
24.55
20.36
20.36
30.59
19.48
11.11
24.44
1.1
1.5
0.39
1.12
null
R13
3040-06-01
8.59
100.89
15.22
25.04
20.6
20.6
30.23
20.12
10.11
24.57
0.79
1.14
0.27
0.87
null
R13
3040-06-02
1.75
100.71
14.43
24.08
19.81
19.81
29.98
18.69
11.28
23.92
1.11
1.53
0.53
1
0
R13
3040-06-03
1.5
100.58
13.94
23.9
19.23
19.23
30.74
18.26
12.49
23.9
1.27
1.52
0.99
0.52
null
R13
3040-06-04
0.5
100.74
13.53
24.1
18.79
18.79
31.11
17.52
13.59
23.88
1.33
1.89
0.97
0.92
null
R13
3040-06-05
0.06
100.82
13.61
25.5
18.9
18.9
31.84
18.49
13.36
24.81
1.33
1.77
0.75
1.02
null
R13
3040-06-06
0.39
100.64
15.11
25.91
20.54
20.54
32.35
19.72
12.62
25.68
1.54
1.9
0.99
0.91
null
R13
3040-06-07
0.08
100.7
14.88
27.17
20.22
20.22
35.51
19.92
15.59
27.08
1.13
1.67
0.13
1.54
null
R13
3040-06-08
0.66
100.74
16.12
27.13
21.58
21.58
34.24
21.18
13.06
27.14
1.5
1.9
1.1
0.8
null
R13
3040-06-09
16.41
100.5
17.67
25.16
23.02
23.02
29.47
21.56
7.91
25.02
1.28
1.72
0.5
1.22
0
R13
3040-06-10
4.31
100.45
16.41
26.43
21.7
21.7
31.93
20.23
11.7
26.22
0.98
1.75
0.49
1.26
null
R13
3040-06-11
5.19
100.63
17.35
25.12
22.79
22.79
28.96
22.08
6.88
25.11
1.37
1.74
1.03
0.71
null
R13
3040-06-12
7
100.93
16.64
25.84
22.17
22.17
30.84
22.13
8.71
25.84
1.74
2.61
1.1
1.51
null
R13
3040-06-13
6.03
101.04
17.66
26.19
23.16
23.16
31.44
21.97
9.47
26.19
1.71
2.23
1.25
0.98
null
R13
3040-06-14
1.93
101.03
16.93
26.99
22.44
22.44
33.87
21.88
11.99
26.98
1.49
1.92
1.11
0.81
null
R13
3040-06-15
0.35
101.04
15.75
27.38
21.25
21.25
35.62
20.98
14.64
27.29
1.65
2.38
1.06
1.32
null
R13
3040-06-16
0.27
101.11
16.3
28.4
21.77
21.78
36.72
21.53
15.2
28.21
1.41
2.03
0.94
1.1
0
R13
3040-06-17
0.85
101.04
16.48
28.93
21.95
21.95
36.82
22.81
14
28.76
1.24
2.14
0.07
2.07
null
R13
3040-06-18
0.64
101
16.44
28.54
21.94
21.94
35.83
21.93
13.9
28.53
1.57
2.29
0.74
1.56
null
R13
3040-06-19
2.35
100.94
17.17
28.4
22.66
22.66
34.86
23.26
11.6
28.41
1.9
2.64
1.22
1.42
null
R13
3040-06-20
1.7
100.94
17.24
28.09
22.7
22.7
34.5
23.73
10.77
28.1
1.8
2.27
1.42
0.85
null
R13
3040-06-21
1.36
101.05
17.15
28.63
22.66
22.66
35.09
22.99
12.1
28.63
1.49
1.9
0.9
1
null
R13
3040-06-22
0.28
101.06
16.22
30.27
21.56
21.56
39.52
22.57
16.95
30.12
0.76
1.1
0.22
0.89
null
R13
3040-06-23
4.99
101.14
18.16
28.91
23.6
23.6
34.28
24.47
9.81
28.81
1.1
1.45
0.66
0.79
0
R13
3040-06-24
10.84
101.1
19.12
27.51
24.46
24.46
32.04
24.11
7.93
27.43
1.04
1.36
0.81
0.54
null
R13
3040-06-25
4.41
100.97
18.01
27.2
23.41
23.41
31.84
23.02
8.82
27.14
0.85
1.19
0.46
0.73
null
R13
3040-06-26
7.45
100.72
17.77
27.32
23.2
23.2
32.97
22.57
10.4
27.33
1.32
1.82
0.86
0.96
null
R13
3040-06-27
9.75
100.56
19.01
26.65
24.31
24.31
31.16
23.99
7.17
26.63
1.6
2.62
0.37
2.25
null
R13
3040-06-28
4.15
100.64
15.37
26.39
20.69
20.69
32.09
22.29
9.8
26.13
0.85
1.39
0.28
1.11
null
R13
3040-06-29
0.76
100.74
15.01
26.39
20.35
20.35
33.39
20.27
13.12
26.35
1.6
2.26
0.91
1.34
null
R13
3040-06-30
14.2
100.89
17.75
25.53
23.24
23.23
29.32
23.1
6.22
25.53
1.86
2.43
1.54
0.89
0
R13
3040-07-01
2.99
100.98
16.98
26.6
22.5
22.5
32.5
21.72
10.78
26.6
1.9
3.02
1.4
1.63
null
R13
3040-07-02
1.33
100.88
17.39
26.35
22.89
22.89
31.41
22.99
8.42
26.35
2.11
2.97
1.47
1.5
null
R13
3040-07-03
0.7
100.81
16.71
27.67
22.18
22.18
33.83
24.06
9.76
27.66
2.05
2.54
1.52
1.01
null
R13
3040-07-04
10.32
100.94
17.66
26.13
23.14
23.14
31
22.84
8.16
26.11
1.6
2.44
0.81
1.63
null
R13
3040-07-05
33.35
101.19
16.79
23.47
22.34
22.34
25.81
20.12
5.7
23.39
1.24
2.02
0.84
1.19
null
R13
3040-07-06
0.78
101.18
15.9
25.79
21.4
21.4
32.64
19.15
13.49
25.7
1.24
1.65
0.9
0.74
null
R13
3040-07-07
0.19
101.2
17.19
26.69
22.74
22.75
32.28
22.03
10.25
26.69
1.31
1.65
1.05
0.6
0
R13
3040-07-08
0.1
101.18
16.13
28.14
21.64
21.64
35.86
21.26
14.6
28.07
1.27
1.66
0.7
0.96
null
R13
3040-07-09
0.86
101.17
17.27
28.44
22.78
22.78
34.9
22.4
12.49
28.42
0.95
1.52
0.44
1.08
null
R13
3040-07-10
0.43
101.18
16.71
29.3
22.15
22.15
36.95
23.11
13.84
29.15
0.76
1.24
0.23
1.02
null
R13
3040-07-11
0.27
101.22
18.08
28.82
23.53
23.53
34.44
23.12
11.32
28.63
1.09
1.34
0.92
0.41
null
R13
3040-07-12
5.13
100.93
18.65
28.65
23.98
23.98
33.76
24.2
9.56
28.39
1.22
2.18
0.26
1.92
null
R13
3040-07-13
1.4
100.51
17.92
29.67
23.25
23.25
37.34
23.71
13.63
29.66
1.22
1.75
0.73
1.02
null
R13
3040-07-14
0.14
100.35
18.36
29.63
23.65
23.65
36.12
24.74
11.38
29.63
1.49
1.82
1.06
0.76
0
R13
3040-07-15
1.67
100.45
17.77
29.08
23.13
23.13
36.12
24.38
11.74
29.06
1.57
2.17
1.17
0.99
null
R13
3040-07-16
7.44
100.62
19.22
29.04
24.46
24.46
33.81
23.79
10.02
28.76
1.15
2.01
0.18
1.83
null
R13
3040-07-17
11.3
100.69
19.77
29.71
24.92
24.92
35.31
25.51
9.8
29.57
1.11
1.76
0.8
0.96
null
R13
3040-07-18
0.19
100.76
18.48
30.49
23.79
23.79
37.97
23.9
14.07
30.32
0.93
1.11
0.72
0.4
null
R13
3040-07-19
2.31
100.74
19.08
30.13
24.34
24.34
35.35
25.18
10.17
29.82
1.05
1.63
0.35
1.28
null
R13
3040-07-20
2.18
100.49
18.48
30.41
23.77
23.77
38.28
24.19
14.09
30.42
1.36
1.79
0.89
0.9
null
R13
3040-07-21
5.3
100.4
19.58
29.99
24.71
24.71
36.67
25.27
11.4
29.95
1.48
2.02
1
1.02
0
R13
3040-07-22
5.59
100.55
20.04
28.32
25.15
25.15
32.77
25.3
7.47
28.32
1.15
1.4
0.59
0.81
null
R13
3040-07-23
6.34
100.69
19.35
28.27
24.6
24.6
32.74
25.24
7.5
28.26
1.39
1.69
1.12
0.57
null
R13
3040-07-24
5.48
100.62
18.87
29.25
24.14
24.14
36.12
24
12.12
29.16
1.49
2.13
0.91
1.22
null
R13
3040-07-25
2.86
100.49
17.37
29.51
22.7
22.7
37.35
23.86
13.49
29.45
1.37
1.88
0.89
0.99
null
R13
3040-07-26
1.36
100.52
16.33
29.19
21.73
21.73
37.16
22.56
14.6
29.17
1.18
1.51
1.01
0.5
null
R13
3040-07-27
0.06
100.6
16.46
30.04
21.83
21.83
38.31
22.74
15.56
29.81
1.05
1.42
0.78
0.63
null
R13
3040-07-28
0.64
100.64
17
31.35
22.39
22.39
39.27
24.07
15.2
30.81
0.87
1.35
0.19
1.17
0
R13
3040-07-29
1.56
100.7
18.1
29.14
23.49
23.49
36.71
24.68
12.03
28.99
1.61
2.71
0.89
1.82
null
R13
3040-07-30
3.54
100.64
19.67
28.24
24.87
24.87
33.34
24.73
8.62
28.24
1.5
2.01
1.17
0.84
null
R13
3040-07-31
0.51
100.52
15.22
28.3
20.58
20.58
36.57
22.59
13.98
28.3
2.03
2.65
1.7
0.94
null
R13
3040-08-01
0.21
100.44
12.89
27.55
17.82
17.82
35.77
20.8
14.98
27.57
2
2.52
1.5
1.02
null
R13
3040-08-02
0.01
100.36
14.62
29.26
19.84
19.85
37.49
22.55
14.94
29.03
1.38
1.68
1.05
0.63
null
R13
3040-08-03
0
100.4
12.21
29.43
16.97
16.98
38.81
20.4
18.41
28.75
1.33
1.73
0.43
1.3
null
R13
3040-08-04
0.06
100.64
14.09
30.34
19.19
19.19
40.06
21.54
18.53
30.12
1.35
1.98
0.58
1.39
0
R13
3040-08-05
4.65
100.74
17.45
29.69
22.82
22.82
36.82
24.09
12.72
29.71
1.42
1.94
0.87
1.07
null
R13
3040-08-06
5.42
100.54
17.74
29.63
23.09
23.09
36.12
25.07
11.05
29.65
2.34
3.16
1.56
1.6
null
R13
3040-08-07
0.22
100.34
18.35
30.54
23.63
23.63
37.24
25.18
12.06
30.4
1.72
2.67
0.7
1.97
null
R13
3040-08-08
5.77
100.37
19.26
29.41
24.46
24.46
35.55
25.81
9.74
29.34
1.07
1.65
0.4
1.26
null
R13
3040-08-09
0.78
100.51
17.54
30.41
22.87
22.87
38.35
24.5
13.85
30.29
1.06
1.43
0.14
1.29
null
R13
3040-08-10
0.27
100.51
16.98
31.58
22.3
22.3
40.48
24.27
16.21
31.51
1.2
1.93
0.52
1.41
null
R13
3040-08-11
0.87
100.6
17.63
29.98
23.01
23.01
36.93
24.69
12.24
29.91
1.47
2.3
0.73
1.57
0
R13
3040-08-12
0.07
100.69
15.49
29.63
20.9
20.9
37.31
23.89
13.42
29.65
1.69
2.29
0.99
1.29
null
R13
3040-08-13
0.03
100.76
12.12
27.36
16.95
16.95
35.8
20.68
15.12
27.33
1.63
2.04
1.19
0.86
null
R13
3040-08-14
0
100.8
11.98
28.3
16.7
16.7
38.19
19.19
19
28.31
0.97
1.66
0.06
1.6
null
R13
3040-08-15
2.22
100.93
15.08
27.67
20.54
20.54
34.14
22.61
11.53
27.69
1.7
2.77
0.93
1.84
null
R13
3040-08-16
8.21
100.96
16.15
24.99
21.68
21.69
28.57
22.62
5.96
25
1.3
1.63
0.92
0.71
null
R13
3040-08-17
14.5
100.86
17.89
24.78
23.35
23.35
27.74
22.23
5.51
24.78
1.76
2.4
1.12
1.28
null
R13
3040-08-18
9.18
100.64
18.19
27.7
23.56
23.56
33.75
23.89
9.86
27.72
1.94
2.73
1.42
1.31
0
R13
3040-08-19
8.21
100.66
18.63
26.47
23.96
23.97
30.4
24.2
6.19
26.47
1.44
1.96
0.89
1.07
null