This dataset contains agricultural crop survey records from Karnataka, capturing crop types, geographic locations, and seasonal survey details.
| Name | Type | Nullable | Description |
|---|---|---|---|
| Survey_id | integer | No | |
| District_code | integer | No | |
| District_Name | string | No | |
| Taluk_code | integer | No | |
| Taluk_Name | string | No |
The dataset includes structured agricultural survey data collected across villages in Karnataka. It captures administrative hierarchy (district, taluk, hobli, village), crop details, survey timing (year, season, month, week), and geospatial coordinates. Each row represents an individual crop survey observation linked to a specific geographic location.
Administrative and geographic fields are complete and consistent. However, Cropname has some missing values (~4.7%). Month and Weekname have significant missing values (~60%+). Image_url is entirely missing. CropSurveyDate is stored as string instead of standardized date format.
Agricultural trend analysis, crop distribution mapping, seasonal crop pattern studies, geospatial analytics, policy planning, and precision agriculture insights.
High missingness in temporal fields (Month, Weekname) limits time-series analysis. Absence of image data reduces validation capability. Crop extent stored as string may require transformation for quantitative analysis.
Data was likely collected through government-led field surveys using GPS-enabled devices, where enumerators recorded crop details, administrative location, and geographic coordinates at the plot level.
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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