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MonsoonImpactStudy

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idx
int64
0
99
Date
stringlengths
10
10
Region
stringlengths
10
22
Temperature (°C)
int64
27
38
Rainfall (mm)
int64
0
100
Humidity (%)
int64
50
85
Wind Speed (km/h)
int64
3
25
Agricultural Productivity Index
float64
0.76
0.92
Sustainable Development Index
float64
0.65
0.89
Monsoon Prediction Accuracy
stringlengths
3
4
Label
stringlengths
10
36
0
2023-04-01
North India
34
25
68
10
0.82
0.75
0.88
Agriculture and Development
1
2023-04-02
South India
31
40
72
8
0.85
0.78
0.9
Agriculture and Development
2
2023-04-03
East India
33
15
65
12
0.8
0.7
0.85
Agriculture and Development
3
2023-04-04
West India
36
0
60
5
0.78
0.68
0.82
Agriculture and Development
4
2023-04-05
Central India
30
55
75
14
0.83
0.77
0.89
Agriculture and Development
5
2023-04-06
North West
32
18
70
9
0.81
0.77
High
Agriculture Improvement
6
2023-04-06
West Central India
34
70
80
9
0.81
0.76
0.91
Agriculture and Development
7
2023-04-06
North West India
30
10
67
9
0.76
0.72
0.87
Agriculture and Development
8
2023-04-06
North West
32
18
67
9
0.81
0.76
0.87
Agriculture and Development
9
2023-05-01
North West India
29
30
60
15
0.8
0.7
0.85
Agriculture
10
2023-04-06
West India
35
0
63
7
0.77
0.65
0.83
Agriculture and Development
11
2023-04-06
West Coast
34
10
60
20
0.81
0.79
0.84
Localized Heatwave
12
2023-04-06
Western Ghats
29
70
80
7
0.86
0.8
0.92
Agriculture and Development
13
2023-04-06
West Central India
34
78
80
9
0.86
0.8
0.91
Agriculture and Development
15
2023-04-07
North East
29
20
68
7
0.84
0.79
High
Crop Diversification
16
2023-04-07
North Central India
35
20
60
11
0.86
0.79
0.87
Agriculture and Development
17
2023-04-07
North East India
32
30
70
15
0.84
0.8
0.91
Agriculture and Development
18
2023-04-07
South East
30
20
70
7
0.84
0.79
0.91
Agriculture and Development
19
2023-05-02
North East India
32
45
68
9
0.88
0.76
0.92
Agriculture and Water Management
20
2023-04-07
East India
32
70
78
15
0.84
0.79
0.91
Agriculture and Development
21
2023-04-07
Southern Plains
28
70
78
5
0.88
0.8
0.91
Flood Warning
22
2023-04-07
Northeast India
35
10
63
13
0.88
0.82
0.93
Agriculture and Development
23
2023-04-07
North Central India
35
20
60
11
0.88
0.79
0.87
Agriculture and Development
25
2023-04-08
South West
30
30
77
11
0.86
0.81
High
Water Conservation
26
2023-04-08
East Central India
32
10
55
7
0.88
0.8
0.84
Agriculture and Development
27
2023-04-08
South West India
35
0
58
3
0.79
0.65
0.8
Agriculture and Development
28
2023-04-08
Central West
35
30
63
11
0.86
0.81
0.93
Agriculture and Development
29
2023-05-03
South West India
34
20
55
13
0.83
0.73
0.88
Agriculture
30
2023-04-08
South India
33
80
80
9
0.86
0.8
0.93
Agriculture and Development
31
2023-04-08
Northwest Corridor
35
0
55
15
0.77
0.72
0.83
Drought Alert
32
2023-04-08
Southwest Coast
37
30
60
9
0.9
0.85
0.91
Agriculture and Development
33
2023-04-08
East Central India
32
10
63
7
0.81
0.73
0.83
Agriculture and Development
35
2023-04-09
South East
31
22
73
6
0.88
0.83
High
Efficient Irrigation
36
2023-04-09
South Central India
30
0
50
13
0.84
0.73
0.85
Agriculture and Development
37
2023-04-09
South East India
33
45
78
18
0.81
0.73
0.93
Agriculture and Development
38
2023-04-09
North East
37
10
66
6
0.83
0.74
0.89
Agriculture and Development
39
2023-05-04
South East India
35
60
70
20
0.9
0.79
0.93
Agriculture and Water Management
40
2023-04-09
North India
36
10
67
10
0.81
0.73
0.86
Agriculture and Development
41
2023-04-09
Northeast Monsoon
29
80
80
18
0.9
0.85
0.95
Heavy Monsoon
42
2023-04-09
Northwest India
34
0
67
6
0.87
0.79
0.86
Agriculture and Development
43
2023-04-09
South Central India
30
50
70
13
0.84
0.76
0.88
Agriculture and Development
45
2023-04-10
Central West
33
10
65
15
0.87
0.85
High
Sustainable Farming Practices
46
2023-04-10
South West India
37
5
65
4
0.8
0.7
0.8
Agriculture and Development
47
2023-04-10
West Central India
31
20
66
10
0.82
0.74
0.86
Agriculture and Development
48
2023-04-10
South West
33
45
77
13
0.87
0.8
0.92
Agriculture and Development
49
2023-05-05
Central West India
31
50
63
11
0.84
0.74
0.87
Agriculture
50
2023-04-10
Central India
30
45
70
13
0.82
0.76
0.88
Agriculture and Development
51
2023-04-10
Central Highlands
32
10
63
9
0.85
0.76
0.86
Early Monsoon
52
2023-04-10
South Central India
31
50
70
15
0.84
0.74
0.87
Agriculture and Development
53
2023-04-10
North West India
37
30
55
6
0.8
0.72
0.8
Agriculture and Development
55
2023-04-11
Central East
35
5
62
8
0.89
0.87
High
Renewable Energy in Agriculture
56
2023-04-11
North West India
38
0
58
6
0.79
0.69
0.78
Agriculture and Development
57
2023-04-11
Central North India
34
15
60
11
0.83
0.76
0.92
Agriculture and Development
58
2023-04-11
East Central
31
22
71
8
0.85
0.73
0.91
Agriculture and Development
59
2023-05-06
Central South India
33
35
67
10
0.86
0.77
0.89
Agriculture and Livelihood
60
2023-04-11
West India
34
5
61
6
0.76
0.67
0.8
Agriculture and Development
61
2023-04-11
Coastal Regions
30
5
67
7
0.87
0.82
0.87
Sunny Days
62
2023-04-11
Eastern Ghats
32
15
66
10
0.81
0.71
0.84
Agriculture and Development
63
2023-04-11
South West India
38
22
60
10
0.79
0.71
0.79
Agriculture and Development
65
2023-04-12
North West
34
25
70
13
0.9
0.8
High
Agricultural Technology Adoption
66
2023-04-12
South East India
33
30
70
10
0.87
0.82
0.93
Agriculture and Development
67
2023-04-12
East Central India
36
35
73
20
0.86
0.81
0.95
Agriculture and Development
68
2023-04-12
West Central
34
13
68
10
0.82
0.72
0.88
Agriculture and Development
69
2023-05-07
North Central India
30
55
72
18
0.81
0.71
0.86
Agriculture and Sustainability
70
2023-04-12
South India
31
30
82
11
0.87
0.82
0.94
Agriculture and Development
71
2023-04-12
Northwest Plains
33
30
65
25
0.79
0.74
0.81
Windy Monsoon
72
2023-04-12
Western Plateau
33
20
68
11
0.83
0.73
0.85
Agriculture and Development
73
2023-04-12
North East India
30
45
70
8
0.86
0.79
0.92
Agriculture and Development
75
2023-04-13
South West
32
12
68
10
0.86
0.82
High
Organic Farming
76
2023-04-13
East West India
35
15
68
8
0.83
0.75
0.88
Agriculture and Development
77
2023-04-13
West Central India
33
5
63
8
0.77
0.69
0.83
Agriculture and Development
78
2023-04-13
South Central
30
50
78
15
0.89
0.85
0.95
Agriculture and Development
79
2023-05-08
West Central India
34
25
60
14
0.87
0.78
0.85
Agriculture
80
2023-04-13
East India
33
60
76
10
0.83
0.75
0.92
Agriculture and Development
81
2023-04-13
East Himalayas
27
60
77
22
0.86
0.83
0.93
Rainy Season Start
82
2023-04-13
Northern Himalayas
27
0
75
4
0.79
0.65
0.81
Agriculture and Development
83
2023-04-13
South East India
33
18
65
9
0.82
0.75
0.85
Agriculture and Development
85
2023-04-14
South East
29
15
70
7
0.88
0.84
High
Biodiversity Preservation
86
2023-04-14
Central West India
31
45
77
15
0.89
0.81
0.9
Agriculture and Development
87
2023-04-14
South Central India
30
25
70
14
0.85
0.79
0.9
Agriculture and Development
88
2023-04-14
North Central
32
25
65
9
0.8
0.71
0.86
Agriculture and Development
89
2023-05-09
West South India
36
70
75
19
0.92
0.8
0.94
Agriculture and Sustainability
90
2023-04-14
Central India
30
50
72
12
0.85
0.78
0.9
Agriculture and Development
91
2023-04-14
Western Ghats
31
100
85
20
0.92
0.89
0.94
Sustainable Harvest
92
2023-04-14
Eastern Coastal Plains
30
60
80
8
0.85
0.76
0.88
Agriculture and Development
93
2023-04-14
Central North India
32
35
68
14
0.83
0.77
0.88
Agriculture and Development
95
2023-04-15
Central West
30
33
74
14
0.85
0.86
High
Soil Health Management
96
2023-04-15
Central North India
36
0
64
7
0.82
0.72
0.79
Agriculture and Development
97
2023-04-15
North Central India
32
0
65
7
0.8
0.71
0.88
Agriculture and Development
98
2023-04-15
East Central
31
30
70
10
0.88
0.76
0.94
Agriculture and Development
99
2023-05-10
East Central India
32
40
65
16
0.85
0.75
0.9
Agriculture and Economic Development