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

The dataset provides detailed agricultural survey data capturing crop types, their extent, and associated geographic details such as district, taluk, village, and coordinates. It also includes temporal attributes like survey date, month, season, week, and year, enabling time-series and regional agricultural analysis.

Data Quality

The dataset is mostly complete with structured categorical and numeric fields. Some columns such as Cropname, Month, Weekname, and Image_url contain missing values. Crop extent is stored as a string rather than numeric, which may require preprocessing. Formatting is generally consistent.

Use Cases

Crop yield analysis, agricultural planning, regional crop distribution studies, seasonal trend analysis, GIS mapping of agricultural activities, and policy-making support.

Limitations

Crop extent is not in a directly usable numeric format. Missing values exist in some categorical fields. Image_url column appears inconsistent or mostly missing. No explicit yield or production metrics are included.

Methodology

Data was likely collected through field surveys where enumerators recorded crop types, locations, and seasonal details along with geographic coordinates during specific survey periods.