This dataset captures agricultural crop survey data including crop types, geographic hierarchy, 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 | |
| Latitude | float | No |
The dataset contains structured crop survey information including crop names, crop extent, and detailed geographic hierarchy such as district, taluk, hobli, and village. It also includes latitude and longitude coordinates along with temporal indicators such as survey date, season, month, and year. The dataset supports both spatial and temporal agricultural analysis.
The dataset is generally consistent and structured. Some columns such as Cropname, Month, Weekname, and Image_url contain missing values. Crop_Extent is stored as a string, requiring transformation for numerical analysis. Geographic and identifier fields are well populated.
Crop distribution analysis, agricultural planning, geospatial visualization, seasonal trend analysis, predictive modeling, and policy decision support.
Crop extent is not standardized numerically. Missing values in temporal and image-related fields reduce completeness. No direct yield or productivity measures are included.
Data was likely collected through structured agricultural field surveys where enumerators recorded crop details, geographic identifiers, and timestamps across different seasons.
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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