This dataset contains agricultural crop survey records enriched with geospatial coordinates and seasonal attributes.
| 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 | string | Yes | |
| Latitude | float | No | |
| Longtitude | float | No |
The dataset captures crop survey observations including crop types, geographic coordinates (latitude and longitude), administrative divisions such as district, taluk, hobli, and village, along with temporal details like survey date, month, week, and season. It enables tracking of crop distribution and agricultural patterns over time and across locations.
Most columns are complete and consistently formatted. However, the Image_url column is entirely missing, while Cropname, Month, and Weekname contain partial missing values. Crop_Extent is stored as a string rather than a numeric type, which may limit direct quantitative analysis.
Agricultural monitoring, crop distribution analysis, seasonal trend analysis, geospatial mapping of crops, government planning, and precision agriculture.
Image_url column has no usable data. Crop extent is not stored as numeric values. Missing values in crop name and temporal fields may affect analysis. Dataset appears geographically limited, reducing broader applicability.
Data was likely collected through field surveys using GPS-enabled tools where enumerators recorded crop information, location coordinates, and administrative details during agricultural inspections.
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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