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
3018-02-01
5.64
101.18
10.43
15.16
14.45
14.45
19.32
9.26
10.06
14.84
3.6
4.67
2.66
2.01
null
R2
3018-02-02
2.76
101.65
4.99
7.62
3
3.03
16.75
1.55
15.2
8.66
4.91
6.65
2.95
3.7
null
R2
3018-02-03
0.03
102.25
3.9
4.31
0.46
0.48
8.08
-0.15
8.23
5.62
2.33
3.38
1.74
1.64
1
R2
3018-02-04
16.47
101.65
6.01
7.55
6.49
6.49
10.08
5.26
4.81
8.41
2.46
3.7
1.42
2.27
null
R2
3018-02-05
0.05
101.77
5.2
8.07
4.45
4.46
13.9
3.03
10.87
8.87
4.13
5.08
3.41
1.67
null
R2
3018-02-06
0
102.31
3.54
7.08
-0.81
-0.76
13.72
-1.2
14.91
6.68
1.75
3.59
0.65
2.94
null
R2
3018-02-07
0
101.93
5.7
10.12
5.52
5.52
17.1
3.95
13.16
9.52
1.86
3.01
0.85
2.16
null
R2
3018-02-08
0.01
101.3
9.12
14.28
12.63
12.63
20.3
8.82
11.49
13.99
2.59
2.99
2
0.99
null
R2
3018-02-09
0.06
100.81
9.33
15.72
12.95
12.95
21.32
10.33
10.99
15.5
3.47
4.18
2.49
1.69
null
R2
3018-02-10
0.02
101.08
5.11
8.27
4.13
4.14
13.86
4.04
9.83
9.18
3.94
4.89
2.54
2.35
2
R2
3018-02-11
0
101.4
5.44
9.13
4.96
4.97
16.64
1.46
15.19
9.44
1.77
2.42
0.65
1.77
null
R2
3018-02-12
0.01
101.77
5.25
9.29
4.44
4.45
14.81
2.83
11.98
9.91
3.84
5.12
2.2
2.92
null
R2
3018-02-13
0
102.17
3.25
4.7
-2.11
-2.03
10.26
-0.83
11.09
5.81
2.62
3.8
1.51
2.29
null
R2
3018-02-14
0
101.83
5.83
9.45
5.63
5.64
16.69
1.68
15
9.75
3.02
3.81
2.06
1.76
null
R2
3018-02-15
0
101.78
6.38
10.83
7.25
7.26
14.96
7.63
7.34
11.06
2.49
3.62
1.51
2.11
null
R2
3018-02-16
7.13
100.95
9.94
14.87
13.59
13.59
19.43
7.65
11.78
14.58
4.11
5.99
2.02
3.96
null
R2
3018-02-17
0.98
101.28
3.76
4.34
-0.2
-0.17
8.45
1.3
7.15
6
4.46
5.94
3.16
2.78
2
R2
3018-02-18
0
101.96
3.17
3.86
-2.34
-2.27
9.78
-2.1
11.88
5.17
4.28
6.58
2.24
4.35
null
R2
3018-02-19
0
102.51
2.49
1.26
-5.56
-5.38
6.78
-2.82
9.6
3
3.39
4.17
2.41
1.76
null
R2
3018-02-20
0
102.18
4.26
5.85
0.68
0.74
12.77
-1.92
14.68
6.72
3.56
4.51
2.34
2.17
null
R2
3018-02-21
1.34
101.59
8.7
14.8
11.89
11.89
18.97
9.39
9.57
14.47
4.77
6.47
3.28
3.19
null
R2
3018-02-22
5.84
101.51
11.59
17.75
16.47
16.47
22.11
14.71
7.4
17.27
2.18
3.19
0.56
2.63
null
R2
3018-02-23
2.06
101.94
6.37
9.79
7.2
7.2
14.36
5.43
8.93
10.62
4.12
4.99
1.83
3.15
null
R2
3018-02-24
1.63
101.5
4.92
6.32
3.71
3.71
10.12
3.89
6.23
7.9
2.79
3.41
1.73
1.68
2
R2
3018-02-25
27.89
100.55
5.54
6.09
5
5
10.26
3.38
6.88
7.34
2.97
5.04
1.09
3.95
null
R2
3018-02-26
0.03
101.23
4.58
5.61
2.62
2.63
11.17
1.81
9.37
7.26
3.77
4.56
3.38
1.18
null
R2
3018-02-27
0.03
102.3
4.27
6.01
1.74
1.75
12.53
0.91
11.62
7.35
3.93
4.86
3.17
1.69
null
R2
3018-02-28
0.16
102.43
6.2
9.78
6.57
6.58
16.67
2.46
14.21
10.63
3.49
4.18
2.87
1.31
null
R2
3018-03-01
3.07
102.25
9.2
14.19
12.79
12.79
19.85
9.01
10.84
14.56
2.49
3.42
0.88
2.54
null
R2
3018-03-02
4.83
101.95
11.6
17.21
16.47
16.47
21.14
13.76
7.38
16.99
1.62
2.3
0.67
1.63
null
R2
3018-03-03
0.43
101.52
11.9
18.44
16.89
16.89
23.41
14.86
8.55
18.37
2.61
3.44
1.98
1.46
2
R2
3018-03-04
2.04
101.14
13.56
20.33
18.91
18.91
24.08
17.03
7.05
20.09
3.58
4.67
2.68
2
null
R2
3018-03-05
2.16
101.65
8.43
12.02
9.44
9.45
19.58
1.72
17.86
12.77
5.13
7.12
2.53
4.58
null
R2
3018-03-06
0
102.55
3.44
4.77
-1.34
-1.28
11.42
-1.34
12.76
6.61
4.38
5.3
3.03
2.27
null
R2
3018-03-07
0
102.47
4.47
9.34
2.34
2.36
16.94
1.39
15.55
9.21
2.2
3.09
1.12
1.97
null
R2
3018-03-08
0.08
102
6.31
12.78
6.98
6.99
19.53
4.87
14.66
12.03
2
2.67
1.04
1.64
null
R2
3018-03-09
23.03
101.45
10.75
16.2
15.03
15.03
19.49
11.52
7.98
15.94
2.87
3.66
1.87
1.79
null
R2
3018-03-10
14.09
101.31
13.54
20
18.89
18.89
24.01
16.97
7.04
19.71
3.33
5.21
1.88
3.33
2
R2
3018-03-11
3.36
101.58
13.48
19.69
18.85
18.85
23.09
16.97
6.12
19.17
1.68
2.37
1.07
1.3
null
R2
3018-03-12
2.93
101.62
13.43
19.98
18.84
18.84
23.19
17.36
5.83
19.77
2.93
3.56
2.25
1.31
null
R2
3018-03-13
21.25
101.31
13.33
19.53
18.67
18.67
22.61
17.69
4.92
19.23
4.31
5.81
2.3
3.52
null
R2
3018-03-14
0.32
101.42
11.14
18.11
15.89
15.88
23.03
14.79
8.24
18.19
2.37
3.24
1.75
1.49
null
R2
3018-03-15
0.03
101.82
10.83
18.62
15.49
15.49
24.28
13.85
10.43
18.42
1.79
2.4
0.82
1.59
null
R2
3018-03-16
0
101.68
11.24
19.63
15.97
15.97
26.31
13.42
12.88
19.49
1.98
2.63
0.79
1.84
null
R2
3018-03-17
0.01
101.35
12.58
20.7
17.76
17.76
26.03
16.37
9.67
20.36
2.58
3.61
1.81
1.8
1
R2
3018-03-18
0.56
101.2
12.33
20.58
17.42
17.42
25.55
17.04
8.51
20.4
1.71
2.17
1.11
1.06
null
R2
3018-03-19
0.87
101.2
13.1
21.11
18.36
18.36
25.88
17.59
8.28
20.93
1.43
2.11
0.81
1.29
null
R2
3018-03-20
0.39
101.35
14.05
21.95
19.5
19.5
26.95
17.41
9.53
21.83
2.14
3.05
1.37
1.67
null
R2
3018-03-21
6.53
101.34
14.1
21.85
19.55
19.55
26.45
18.14
8.31
21.72
1.24
2.14
0.13
2.01
null
R2
3018-03-22
13.67
100.89
14.09
21.15
19.46
19.46
25.58
17.89
7.7
21.05
2.76
4.53
1.02
3.51
null
R2
3018-03-23
0.81
101.03
10.71
17.85
15.19
15.19
21.62
14.73
6.89
18.23
2.78
3.18
2.4
0.78
null
R2
3018-03-24
0.33
101.37
10.86
18.02
15.4
15.4
23.23
12.92
10.31
18.43
2.47
2.9
2.02
0.88
1
R2
3018-03-25
0.14
101.34
12.12
19.57
17.16
17.16
24.41
15.49
8.92
19.6
2.7
3.28
2.01
1.26
null
R2
3018-03-26
10.75
100.81
13.28
19.27
18.51
18.51
22.2
17.56
4.64
19.09
2.18
3.42
1.35
2.07
null
R2
3018-03-27
0.39
101.11
6.73
13.59
7.9
7.9
17.87
8.75
9.12
14.32
4.51
5.07
3.2
1.87
null
R2
3018-03-28
0
101.93
5.4
10.74
5.04
5.05
16.3
5.46
10.84
11.91
2.46
2.99
1.41
1.58
null
R2
3018-03-29
0
102.14
7.08
13.27
8.55
8.56
19.88
6.09
13.79
13.98
3
3.59
2.73
0.86
null
R2
3018-03-30
0.05
101.74
12.15
19.84
17.26
17.26
23.89
15.23
8.66
19.69
3.38
4.25
2.44
1.81
null
R2
3018-03-31
0.02
101.4
12.6
20.73
17.8
17.8
25.2
16.53
8.67
20.64
3.42
4.4
2.56
1.84
1
R2
3018-04-01
0.11
101.37
12.94
20.9
18.2
18.2
25.67
16.75
8.93
20.88
2.43
3.37
1.74
1.63
null
R2
3018-04-02
0.37
101.57
13.53
20.91
18.95
18.95
24.85
17.69
7.17
20.77
2.87
4.16
2.12
2.04
null
R2
3018-04-03
0.03
101.44
13.25
21.38
18.59
18.59
25.88
17.05
8.83
21.34
3.31
4.47
2.57
1.9
null
R2
3018-04-04
1.88
101.63
9.84
17.8
13.49
13.49
21.52
11.92
9.6
18.05
3.96
5.45
2.79
2.66
null
R2
3018-04-05
2.96
101.58
9.98
17.14
13.72
13.72
22.97
9.74
13.22
17.6
2.58
3.3
1.62
1.69
null
R2
3018-04-06
1.57
101.54
14.1
21.34
19.6
19.6
24.92
18.46
6.46
21.35
2.4
3.29
1.72
1.58
null
R2
3018-04-07
0.17
101.59
14.19
22.34
19.7
19.7
27.12
18.57
8.56
22.37
2.23
2.62
1.93
0.69
1
R2
3018-04-08
0.05
101.46
14.46
22.86
20
20
27.89
19.33
8.56
22.62
1.93
2.75
0.59
2.16
null
R2
3018-04-09
0.26
101.36
15.02
22.63
20.59
20.59
26.84
19.88
6.96
22.55
2.75
4.06
2.02
2.04
null
R2
3018-04-10
9.66
101.31
15.9
23.17
21.51
21.51
26.69
20.56
6.13
23.03
2.34
2.87
0.97
1.9
null
R2
3018-04-11
6.5
101.38
13.49
21.73
18.8
18.8
26.39
17.9
8.49
21.66
1.45
2.36
0.43
1.93
null
R2
3018-04-12
47.56
101.32
14.79
21.7
20.33
20.33
24.77
19.49
5.28
21.69
2.18
2.69
1.54
1.15
null
R2
3018-04-13
26.43
101.28
15.72
22.07
21.32
21.32
23.96
20.89
3.08
21.97
2.69
3.6
2.13
1.46
null
R2
3018-04-14
43.5
101.27
15.8
22
21.37
21.36
24.89
19.97
4.92
21.86
2.63
4.24
0.34
3.89
1
R2
3018-04-15
4.13
101.23
14.84
22.1
20.37
20.37
24.8
19.5
5.29
22.07
1.86
2.63
1.14
1.49
null
R2
3018-04-16
17.68
101.37
15.12
22.58
20.67
20.67
26.9
20.37
6.53
22.41
1.8
2.53
0.84
1.68
null
R2
3018-04-17
7.39
101.07
15.3
22.16
20.83
20.83
24.62
19.62
4.99
21.75
2.32
3.31
1.08
2.23
null
R2
3018-04-18
6.66
100.76
15.58
22.08
21.05
21.05
24.48
19.2
5.28
21.73
2.4
4.36
0.5
3.86
null
R2
3018-04-19
6.07
100.49
15.61
23.01
21.08
21.08
26.57
20.77
5.79
22.91
3.36
4.23
2.83
1.4
null
R2
3018-04-20
5.06
100.64
13.14
21.21
18.22
18.22
24.46
16.05
8.42
21.1
3.14
3.87
2.63
1.24
null
R2
3018-04-21
0
101.2
8.84
18.27
12.23
12.23
23.51
13.63
9.88
18.55
2.18
3.4
0.8
2.61
0
R2
3018-04-22
0
101.1
10.84
20.6
15.3
15.3
26.97
14.83
12.14
20.53
1.74
2.34
0.85
1.49
null
R2
3018-04-23
0.42
100.96
12.88
22.89
17.98
17.98
28.39
18.22
10.17
22.28
0.83
2.39
0.05
2.34
null
R2
3018-04-24
0.76
100.97
13.54
22.06
18.81
18.81
26.66
17.79
8.87
22.2
2.81
3.37
2.13
1.24
null
R2
3018-04-25
16.56
100.44
17.38
23.64
22.8
22.8
25.68
21.37
4.31
23.47
3.13
4.24
2.3
1.94
null
R2
3018-04-26
0.83
100.28
15.64
23.86
21.05
21.05
28.51
20.11
8.4
23.66
2.01
2.89
1.01
1.88
null
R2
3018-04-27
9.84
100.47
13.72
20.33
18.94
18.94
21.72
18.27
3.46
20.44
2.33
3.71
0.82
2.89
null
R2
3018-04-28
7.17
100.42
12.87
19.79
17.88
17.88
23.77
16.22
7.55
20.16
2.03
3.03
1.06
1.97
0
R2
3018-04-29
0.11
100.46
10.39
17.93
14.64
14.64
22.58
14.37
8.21
18.63
3.26
3.96
2.44
1.52
null
R2
3018-04-30
0
100.8
9.2
18.46
12.77
12.77
23.88
12.46
11.42
18.5
2.77
3.57
2.06
1.52
null
R2
3018-05-01
0
101.14
9.57
18.47
13.43
13.43
24.32
13.58
10.74
18.77
2.98
3.54
2.33
1.21
null
R2
3018-05-02
0
101.42
8.51
18.63
11.63
11.63
25.35
10.98
14.38
18.64
1.73
2.63
0.61
2.02
null
R2
3018-05-03
0.01
101.54
10.17
20.18
14.31
14.31
25.55
15.48
10.07
19.68
2.21
3.01
1.21
1.8
null
R2
3018-05-04
0.05
101.78
12.09
21.34
17.19
17.19
26.76
16.78
9.98
21.26
2.99
3.74
2.24
1.5
null
R2
3018-05-05
0
101.71
12
21.34
17.04
17.04
26.69
16.71
9.98
21.28
2.9
4.12
2.08
2.04
0
R2
3018-05-06
0.02
101.44
13.18
22.19
18.47
18.47
27.42
17.48
9.94
22.27
2.53
3.77
1.81
1.96
null
R2
3018-05-07
0
101.37
13.27
23.37
18.55
18.55
28.86
18.56
10.3
23.1
1.79
2.35
1.21
1.14
null
R2
3018-05-08
0
101.36
13.54
23.74
18.91
18.91
29.26
19.62
9.64
23.49
1.78
2.3
0.96
1.34
null
R2
3018-05-09
0
101.36
13.58
23.69
18.96
18.96
29.23
19.95
9.28
23.57
1.75
2.12
0.92
1.21
null
R2
3018-05-10
0
101.4
14.04
24.23
19.49
19.49
29.5
20.26
9.25
24.03
2.11
3.27
0.96
2.31
null
R2
3018-05-11
0.38
101.47
15.92
24.19
21.53
21.53
28.4
19.92
8.47
24.2
2.43
3.02
1.91
1.11
null