This dataset contains detailed crop survey records including geographic coordinates, administrative divisions, and seasonal classifications.
| Name | Type | Nullable | Description |
|---|---|---|---|
| Longtitude | float | No | |
| 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 |
The dataset captures agricultural survey data collected across multiple regions, including crop types, land extent, and administrative hierarchies such as district, taluk, hobli, and village. It also includes temporal attributes such as survey date, season, and agricultural year. Geographic coordinates (latitude and longitude) allow spatial analysis of crop distribution.
The dataset has strong completeness in geographic and administrative fields. However, Image_url is completely missing across all records. Month and Weekname columns have a high proportion of missing values. Cropname has some missing entries. Data types are generally consistent, but Crop_Extent is stored as a string rather than numeric, limiting quantitative analysis.
Crop distribution mapping, agricultural policy planning, yield estimation, seasonal crop trend analysis, geospatial analytics, and rural development planning.
Significant missing data in temporal breakdown fields (Month and Weekname). Crop extent is not standardized numerically. Absence of image data reduces validation capabilities. No explicit yield or productivity metrics are included.
The dataset was likely collected through field surveys conducted by agricultural departments, recording crop information along with GPS coordinates and administrative 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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