Crop Survey of HALIYALA Hobli of Haliyal Taluk of Uttar Kannada District of Karnataka for Kharif Season 2018-19

The dataset captures detailed agricultural survey information including crop types, extent of land used, and hierarchical geographic information such as district, taluk, hobli, and village. It also includes temporal attributes such as survey date, season, week, and year, along with geospatial coordinates for mapping and analysis.

Data Quality

The dataset is largely complete with consistent numeric and categorical fields. Some columns such as Cropname, Month, Weekname, and Image_url contain missing values. Formatting is generally consistent, though Crop_Extent is stored as a string and may require parsing.

Use Cases

Crop pattern analysis, agricultural planning, yield estimation, geospatial mapping of crops, seasonal trend analysis, and policy decision support.

Limitations

Crop extent is not in a directly usable numeric format. Missing values in some categorical and media fields may limit certain analyses. Image URLs are largely unavailable.

Methodology

Data was likely collected through field surveys conducted by agricultural officers, recording crop details, land extent, and geographic coordinates at village-level granularity.