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
R4
3021-10-24
0
100.23
7
14.24
8.62
8.62
23.3
8.42
14.88
14.24
1.52
2
0.75
1.25
null
R4
3021-10-25
0
100.24
8.91
16.2
12
12
25.23
7.64
17.59
15.82
1.58
2.14
0.53
1.61
null
R4
3021-10-26
0
100.04
11.44
20.68
16.05
16.05
28.98
12.88
16.1
19.5
1.18
1.82
0.29
1.54
null
R4
3021-10-27
0
100.06
11.21
20.46
15.75
15.75
29.55
13.7
15.84
20.31
1.65
2.24
0.42
1.82
null
R4
3021-10-28
4.61
100.26
12.01
19.39
16.86
16.86
25.6
15.37
10.23
19.31
1.5
1.69
1.11
0.58
2
R4
3021-10-29
3.7
100.22
9.77
17.2
13.36
13.36
23.32
9.16
14.16
17.17
1.96
2.73
1.35
1.37
null
R4
3021-10-30
0
100.21
5.92
12
6.16
6.17
20.21
6.52
13.69
11.97
1.64
2.03
1.08
0.95
null
R4
3021-10-31
0.33
100.1
5.46
11.65
4.56
4.58
19.65
4.42
15.23
11.09
2.28
4.96
0.13
4.83
null
R4
3021-11-01
0
100.84
3.41
5.8
-1.44
-1.38
12.08
1.28
10.8
5.82
2.87
3.73
1.46
2.27
null
R4
3021-11-02
0
101.27
3.51
6.26
-1.05
-0.98
15.69
-1.3
16.99
5.98
1.66
2.37
1.34
1.03
null
R4
3021-11-03
0
101.23
4.18
9.79
1.25
1.29
19.91
1.71
18.2
9.67
1.61
2.49
0.82
1.68
null
R4
3021-11-04
0
100.9
5.13
12.68
4.11
4.13
21.64
6.72
14.92
12.63
1.72
2.25
1.35
0.9
2
R4
3021-11-05
1.83
100.68
9.31
15.13
12.85
12.85
20.69
11
9.69
15.12
1.5
1.82
1.1
0.72
null
R4
3021-11-06
2.82
100.38
8.05
15.41
10.12
10.13
21.59
8.39
13.19
15.38
2.39
3.51
1.56
1.95
null
R4
3021-11-07
0
100.4
4.25
8.25
1.53
1.56
15.6
3.54
12.06
8.18
1.84
2.68
1.34
1.34
null
R4
3021-11-08
0
100.04
4.87
10.29
3.25
3.27
18.71
3.47
15.24
10.04
1.2
1.73
0.21
1.52
null
R4
3021-11-09
0
100.06
5.46
10.71
5.02
5.03
18.78
4.62
14.16
9.51
1.48
2.2
0.96
1.24
null
R4
3021-11-10
0
99.95
5.33
10.84
4.64
4.65
20.61
2.16
18.45
10.27
1.87
2.26
0.7
1.56
null
R4
3021-11-11
0.13
99.92
8.34
14.27
10.99
10.99
23.14
5.91
17.23
14.23
1.79
2.41
1.42
0.99
2
R4
3021-11-12
0.02
100.45
5.48
10.36
4.81
4.82
16.12
3.75
12.37
10.35
2.24
2.43
1.94
0.49
null
R4
3021-11-13
0
100.86
2.54
2.79
-5.28
-5.13
5.65
-0.89
6.54
2.78
2.81
3.32
2.29
1.03
null
R4
3021-11-14
0
101.05
1.91
0.08
-8.66
-8.37
6.11
-4.27
10.38
0.11
2.28
3.06
1.6
1.46
null
R4
3021-11-15
0
100.93
2.6
3.32
-5.03
-4.9
11.82
-4.47
16.29
2.73
1.58
2.16
1.27
0.89
null
R4
3021-11-16
45.88
100.1
6.35
8.24
6.04
6.06
15.47
2.45
13.02
8.26
2.15
3.92
1
2.93
null
R4
3021-11-17
34.07
100.17
4.34
4.57
0.29
0.34
14.41
-3.16
17.57
4.5
3.14
4.08
1.96
2.12
null
R4
3021-11-18
0
101.33
1.76
-2.05
-9.55
-9.24
3.35
-4.43
7.79
-2.72
2.22
3.03
1.47
1.56
1
R4
3021-11-19
0
101.12
2.82
1.55
-4.12
-4.04
10.02
-4.72
14.74
1.22
1.83
2.34
0.94
1.4
null
R4
3021-11-20
0
100.81
5.16
7.4
3.94
3.95
15.85
-1.6
17.45
6.05
1.26
1.9
0.76
1.14
null
R4
3021-11-21
0
101.08
6.27
10.07
7.04
7.05
18.35
3.18
15.16
9.14
1.62
2.11
1.11
1
null
R4
3021-11-22
0.21
100.82
6.75
11.12
7.81
7.81
18.34
3.29
15.05
11.15
2.18
2.77
1.68
1.09
null
R4
3021-11-23
15.11
99.05
10.94
15.6
15.04
15.04
19.85
11.87
7.99
15.6
3.48
4.47
2.41
2.06
null
R4
3021-11-24
0.29
99.53
8.2
13.98
10.35
10.35
18.34
5.96
12.38
13.92
2.56
3.49
1.43
2.06
null
R4
3021-11-25
0
100.4
4.51
7.4
2.35
2.36
14.55
2.45
12.1
7.37
1.58
2.4
0.41
1.99
1
R4
3021-11-26
0.02
100.46
4.06
6.13
0.78
0.81
13.37
-1.37
14.75
6.14
1.84
2.98
0.5
2.48
null
R4
3021-11-27
0
101.21
3.88
3.8
0.37
0.39
9.56
-1.08
10.64
3.78
2.1
3.08
1.5
1.58
null
R4
3021-11-28
0
101.21
3.15
2.87
-2.46
-2.4
11.21
-3.94
15.16
2.77
1.32
2.15
0.31
1.84
null
R4
3021-11-29
0
100.66
5.51
8.04
4.44
4.45
15.92
0.17
15.75
8.08
2.4
3.12
1.9
1.23
null
R4
3021-11-30
0
100.74
8.33
13.35
11.25
11.25
20.95
7.77
13.18
13.34
2.17
2.97
1.7
1.26
null
R4
3021-12-01
0.2
101.04
9.32
15.51
13.02
13.02
22.23
10.11
12.12
14.59
1.52
1.87
0.88
0.99
null
R4
3021-12-02
0.25
100.86
8.49
14
11.59
11.59
21.12
8.84
12.28
13.1
1.18
1.6
0.5
1.09
1
R4
3021-12-03
0.04
100.8
8.75
13.4
11.98
11.98
19.37
8.63
10.74
12.97
1.05
1.49
0.39
1.1
null
R4
3021-12-04
0.08
100.71
9.82
15.97
13.73
13.73
23.21
10.07
13.14
15.56
1.5
2
0.43
1.57
null
R4
3021-12-05
11.31
100.72
10.62
16.17
15.03
15.03
19.68
13.45
6.23
16.16
1.82
2.14
1.31
0.83
null
R4
3021-12-06
20.92
100.71
9.59
14.64
12.91
12.91
19.77
6.76
13.01
14.59
2.75
3.66
1.96
1.7
null
R4
3021-12-07
0.03
101.01
5.2
8.54
4.46
4.47
13.77
5.81
7.96
8.55
2.17
3.02
1.33
1.69
null
R4
3021-12-08
0
100.83
5.22
8.96
4.46
4.47
14.51
4.32
10.19
7.87
1.14
2.01
0.14
1.87
null
R4
3021-12-09
0
100.64
5.05
7.09
3.98
3.99
14.36
1.74
12.62
7.06
2.03
3.4
1.11
2.29
1
R4
3021-12-10
0
100.75
3.96
3.16
0.63
0.64
10.28
-0.95
11.23
3.15
1.72
2.18
1.45
0.73
null
R4
3021-12-11
0
100.81
3.8
3.15
0.04
0.06
10.5
-1.46
11.97
3.02
1.53
2.19
1.06
1.12
null
R4
3021-12-12
0
101.05
3.89
4.59
0.3
0.32
13.32
-1.42
14.74
4.36
1.49
2.34
0.79
1.55
null
R4
3021-12-13
0
100.86
4.71
5.34
2.77
2.78
14.15
-1.34
15.49
5.34
1.61
2.28
0.97
1.31
null
R4
3021-12-14
0
100.46
5.29
6.48
4.58
4.58
14.02
2.97
11.05
6.05
1.63
2.17
1.05
1.12
null
R4
3021-12-15
3.33
100.05
7.1
10.21
8.42
8.42
17.06
2.81
14.24
10.23
2.05
3.41
0.92
2.48
null
R4
3021-12-16
0.87
100.39
6.04
9.04
6.11
6.12
14.57
2.38
12.19
8.97
2.24
3.1
1.44
1.66
1
R4
3021-12-17
0
100.79
4.71
5.22
3.04
3.05
10.81
1.8
9.01
5.21
1.2
1.76
0.7
1.06
null
R4
3021-12-18
0.11
100.64
4.17
5.41
1.29
1.31
11.96
1.83
10.13
4.99
1.24
1.99
0.16
1.83
null
R4
3021-12-19
5.59
100.61
4.63
4.73
2.73
2.73
8.94
1.44
7.5
4.75
1.44
1.64
1.05
0.59
null
R4
3021-12-20
1.04
100.61
5.11
6.32
4.12
4.12
13.29
2.45
10.84
6.33
1.55
1.81
1.23
0.58
null
R4
3021-12-21
0
100.38
6
7.38
6.12
6.12
13.41
1.52
11.89
7.42
1.36
1.85
0.77
1.09
null
R4
3021-12-22
6.12
99.49
8.48
11.66
11.13
11.13
15.35
6.96
8.38
11.68
2.15
2.98
1.47
1.51
null
R4
3021-12-23
39.06
98.96
11.98
16.8
16.6
16.6
18.25
15.14
3.11
16.8
3.14
4
2.11
1.89
1
R4
3021-12-24
26.97
99.18
7.94
11.72
9.41
9.41
18.22
3.62
14.6
11.64
2.82
3.67
1.66
2.01
null
R4
3021-12-25
0
100.64
4.51
5.67
2.41
2.42
12.05
2.1
9.95
5.23
1.12
1.99
0.28
1.71
null
R4
3021-12-26
0.15
100.85
5.18
6.96
4.33
4.33
14.17
1.01
13.16
6.89
1.29
1.88
0.78
1.1
null
R4
3021-12-27
36.86
100.62
7.08
9.89
8.81
8.81
13.17
7.05
6.12
9.92
2.06
3.1
1.42
1.67
null
R4
3021-12-28
35.57
100.22
8.74
12.47
11.94
11.94
14.35
9.6
4.75
12.44
1.66
3.04
1.01
2.04
null
R4
3021-12-29
0.35
100.41
6.95
9.8
8.56
8.57
13.66
7.04
6.62
9.8
1.34
1.92
0.94
0.98
null
R4
3021-12-30
0.02
101.17
4.47
5.6
2.22
2.23
10.15
-0.23
10.38
5.57
2.15
2.84
1.72
1.12
0
R4
3021-12-31
0
101.41
3.62
2.41
-0.63
-0.61
9.84
-1.96
11.8
2.43
1.68
2
1.19
0.82
null
R4
3022-01-01
11.82
101.05
4.51
5.41
2.11
2.13
13.37
-1.12
14.49
5.44
1.07
1.76
0.07
1.69
null
R4
3022-01-02
16.9
100.72
6.89
8.77
8.43
8.43
11.02
6.13
4.89
8.79
1.57
2.27
0.93
1.35
null
R4
3022-01-03
34.67
100.06
11.48
16.27
15.79
15.8
20.68
10.92
9.76
16.29
3.21
4.26
2.14
2.12
null
R4
3022-01-04
28.97
100.79
6.71
10.05
7.39
7.39
17.68
2.74
14.94
9.96
2.54
3.44
1.31
2.13
null
R4
3022-01-05
0
101.75
2.92
1.52
-3.44
-3.36
7.58
-1.37
8.95
1.26
2.11
2.8
1.4
1.4
null
R4
3022-01-06
0
101.21
3.61
2.63
-0.75
-0.72
10.57
-3.74
14.32
2.22
1.91
2.74
1.16
1.58
0
R4
3022-01-07
0
101.63
2.33
-1.51
-6.95
-6.71
4.49
-9.3
13.79
-1.55
3.35
4.93
1.5
3.42
null
R4
3022-01-08
0
101.73
1.37
-4.79
-12.75
-12.14
1.25
-9.61
10.86
-4.75
1.69
3.2
0.69
2.51
null
R4
3022-01-09
0
101.34
2.41
-1.58
-5.85
-5.76
3.1
-5.21
8.31
-1.58
1.48
2.03
1.06
0.97
null
R4
3022-01-10
0
101.64
2.16
-1.09
-7.29
-7.1
6.14
-6.99
13.13
-1.48
1.63
2.48
0.36
2.13
null
R4
3022-01-11
0.12
101.22
4.13
2.71
0.99
1
6.33
-0.99
7.32
2.72
1.85
2.11
1.49
0.62
null
R4
3022-01-12
3.67
100.65
6.72
8.03
7.83
7.83
13.9
4.08
9.81
8
1.59
2.51
0.72
1.79
null
R4
3022-01-13
0.07
101.02
4.43
4.5
2.19
2.2
6.88
1.63
5.26
4.48
2.21
2.62
1.68
0.94
0
R4
3022-01-14
0.02
100.92
4.04
3.13
0.91
0.91
8.79
0.48
8.31
3.11
1.39
1.68
1.12
0.56
null
R4
3022-01-15
0.53
100.71
3.91
1.35
0.42
0.42
5.43
-2.62
8.06
1.21
0.99
1.77
0.13
1.64
null
R4
3022-01-16
0
100.85
3.44
3.25
-1.36
-1.33
11.58
-3.94
15.52
1.92
1.37
2.18
0.72
1.45
null
R4
3022-01-17
0
100.54
4.57
5.98
2.38
2.39
14.33
-0.8
15.13
5.41
1.99
2.58
1.16
1.42
null
R4
3022-01-18
0
100.53
4.92
7.4
3.55
3.56
14.11
1.87
12.25
6.72
2.19
2.77
1.54
1.23
null
R4
3022-01-19
0
100.33
5.14
7.17
3.95
3.96
16.23
-1.11
17.34
7
2.01
2.44
1.17
1.28
null
R4
3022-01-20
0
100.01
6.6
9.72
7.72
7.72
16.75
5.35
11.4
9.47
1.66
2.21
1.05
1.16
0
R4
3022-01-21
0
100.46
5.61
8.4
5.46
5.46
15.78
4.27
11.51
8.39
1.79
2.14
1.55
0.59
null
R4
3022-01-22
8.49
100.84
5.09
6.56
4.15
4.15
10.47
4.43
6.04
6.55
2.34
3.27
1.48
1.8
null
R4
3022-01-23
24.23
99.77
5.59
5.65
5.17
5.17
9.23
3.05
6.17
5.57
2.3
3.5
0.81
2.69
null
R4
3022-01-24
0.3
100
4.03
3.33
0.75
0.76
9
-0.34
9.34
3.29
2.34
2.95
1.43
1.52
null
R4
3022-01-25
1.47
99.58
5.36
6.83
4.43
4.43
13.98
-0.47
14.45
6.86
2.45
3.94
1.5
2.44
null
R4
3022-01-26
0.05
99.92
4.21
4.58
1.28
1.29
8.96
-0
8.97
4.5
2.69
3.67
1.63
2.04
null
R4
3022-01-27
0
100.16
4.59
5.04
2.58
2.59
12.73
-0.29
13.01
5.04
2.2
3.38
1.58
1.8
0
R4
3022-01-28
0
100.81
4
5.02
0.73
0.75
13.16
-1.15
14.32
4.71
1.5
2.36
0.48
1.88
null
R4
3022-01-29
0
100.62
6.31
9.29
6.72
6.72
14.89
2.68
12.2
9.3
2.57
3.83
1.83
2
null
R4
3022-01-30
0
101.23
3.75
4.67
-0.08
-0.05
10.88
-1.18
12.06
4.64
2.54
3.56
1.66
1.9
null
R4
3022-01-31
0
101
3.76
4.28
-0.42
-0.39
12.87
-3.86
16.72
4.3
1.58
2
0.86
1.14
null