Crop Survey of IRAKALLAGADA Hobli of Koppal Taluk of koppal District of Karnataka for Rabi Season 2018-19

The dataset captures detailed crop survey data collected across villages within a specific district. It includes information such as crop names, crop extent, survey dates, geographic coordinates, administrative divisions (district, taluk, village), and seasonal classifications. The dataset also includes temporal breakdowns such as month, week, and year, enabling time-based agricultural analysis.

Data Quality

The dataset is mostly complete with consistent formatting across administrative and geographic fields. However, 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 for analysis.

Use Cases

Crop yield analysis, agricultural planning, geospatial analysis, seasonal crop pattern analysis, government policy planning, and precision agriculture applications.

Limitations

Crop extent is not in a standardized numeric format, limiting direct quantitative analysis. Image_url field lacks usable data. Geographic coverage appears limited to a single district, reducing generalizability.

Methodology

The data was likely collected through field surveys conducted by agricultural officers or remote sensing-assisted surveys, with GPS coordinates recorded for each observation along with administrative and crop-related metadata.