This dataset contains comprehensive crop survey records with geographic hierarchy, crop types, and temporal indicators.
| Name | Type | Nullable | Description |
|---|---|---|---|
| CropSurveyDate | date | No | |
| Crop_Extent | string | No | |
| Cropname | categorical | Yes | |
| District_Name | string | No | |
| District_code | integer | No | |
| Hobli_Name | string | No | |
| Hobli_code | integer | No | |
| Image_url | float | Yes | |
| Latitude | float | No | |
| Longtitude | float | No |
The dataset includes detailed agricultural survey data collected at multiple administrative levels including district, taluk, hobli, and village. It captures crop types, land extent, seasonal classification, and precise geographic coordinates. Temporal attributes such as survey date, month, week, and year are included for time-based analysis.
The dataset is well-structured with consistent formatting across most columns. Some missing values exist in categorical fields such as Cropname, Month, Weekname, and Image_url. Crop_Extent is stored as a string and may require parsing for numeric analysis.
Crop distribution analysis, land utilization studies, geospatial mapping, seasonal agricultural planning, policy development, and predictive modeling.
Lack of standardized numeric format for crop extent limits direct quantitative analysis. Missing values in some fields reduce completeness. No production yield or economic indicators are included.
Data appears to be collected via field-level agricultural surveys conducted by government officials, recording crop information, land usage, and GPS coordinates at village granularity.
License: GODL-India — This dataset is licensed for use by the purchasing entity. Refer to the specific license terms for permitted use.
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