This dataset contains agricultural crop survey data including crop types, land extent, geographic locations, and temporal information.
| 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 detailed crop survey records including survey dates, crop extent measurements, crop types, and hierarchical geographic information such as district, taluk, hobli, and village. It also includes geospatial coordinates and seasonal classification, enabling analysis of agricultural patterns across regions and time.
The dataset has moderate data quality issues. Certain columns such as Cropname, Month, and Weekname contain missing values. The Image_url column is entirely null. Data types are mostly consistent, but some fields like Crop_Extent are stored as strings instead of numeric values.
Crop production analysis, agricultural planning, yield estimation, regional crop distribution studies, geospatial analysis, and policy-making support.
Missing values in key descriptive fields such as crop name and time attributes limit completeness. Crop extent is not in a standardized numeric format. No image data is present despite an Image_url field.
The data was likely collected through field surveys conducted by agricultural officers or digital survey tools, capturing crop details along with geographic coordinates and administrative classifications.
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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