This dataset contains agricultural crop survey records including crop types, geographic hierarchy, and seasonal attributes.
| Name | Type | Nullable | Description |
|---|---|---|---|
| CropSurveyDate | string | No | |
| Crop_Extent | string | No | |
| Cropname | categorical | Yes | |
| District_Name | categorical | No | |
| District_code | integer | No | |
| Hobli_Name | categorical | No | |
| Hobli_code | integer | No | |
| Image_url | float | Yes | |
| Latitude | float | No | |
| Longtitude | float | No |
The dataset represents structured crop survey data collected across various administrative levels such as districts, taluks, hoblis, and villages. It includes crop names, survey timing, geographic coordinates, and seasonal classifications, enabling detailed agricultural monitoring and analysis.
The dataset is well-structured with consistent formatting. Some missing values are present in columns such as Cropname, Month, Weekname, and Image_url. Image_url appears mostly empty and stored as numeric nulls. Crop_Extent is stored as string rather than numeric.
Crop yield analysis, agricultural planning, geospatial mapping, seasonal crop trend analysis, and government policy support.
Lack of standardized numeric format for crop extent, missing image data, and absence of precise date formatting limits advanced temporal analysis. Some categorical fields have missing values.
Data was likely collected via field surveys conducted by agricultural officers using GPS-enabled tools, recording crop information along with administrative and geographic metadata.
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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