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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

MonsoonImpactStudy

tags: agricultural productivity, monsoon prediction, sustainable development

Note: This is an AI-generated dataset so its content may be inaccurate or false

Dataset Description:

The 'MonsoonImpactStudy' dataset is a curated collection of data focusing on the impact of monsoon seasons on various aspects of Indian life, particularly agricultural productivity, sustainable development, and monsoon prediction accuracy. The dataset includes daily weather observations and impact metrics from regions across India, which are crucial for researchers and policymakers aiming to improve monsoon forecasts and agricultural planning. The labels provided categorize the impact on various sectors, helping to identify trends and correlations.

CSV Content Preview:

Date,Region,Temperature (°C),Rainfall (mm),Humidity (%),Wind Speed (km/h),Agricultural Productivity Index,Sustainable Development Index,Monsoon Prediction Accuracy,Label
2023-04-01,North India,34,25,68,10,0.82,0.75,0.88,"Agriculture and Development"
2023-04-02,South India,31,40,72,8,0.85,0.78,0.90,"Agriculture and Development"
2023-04-03,East India,33,15,65,12,0.80,0.70,0.85,"Agriculture and Development"
2023-04-04,West India,36,0,60,5,0.78,0.68,0.82,"Agriculture and Development"
2023-04-05,Central India,30,55,75,14,0.83,0.77,0.89,"Agriculture and Development"

Source of the data:

The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'Indian weather data':

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Size of downloaded dataset files:
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Size of the auto-converted Parquet files:
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Number of rows:
91