Crop Survey of KARATAGI Hobli of Karatagi Taluk of koppal District of Karnataka for Rabi Season 2018-19

The dataset includes 28,157 records documenting crop survey observations across administrative divisions such as districts, taluks, hoblis, and villages. It captures crop types, cultivated land extent, survey dates, seasonal classifications, and geographic coordinates. Temporal attributes such as month, week, and year are also included, enabling seasonal and time-series analysis of agricultural patterns.

Data Quality

The dataset is mostly complete for core structural fields such as location, coordinates, and identifiers. However, Cropname contains minor missing values, Month and Weekname have moderate missing entries, and Image_url is entirely missing. Crop_Extent is stored as a formatted string instead of numeric, requiring preprocessing for analysis.

Use Cases

Agricultural trend analysis, crop distribution mapping, yield estimation, geospatial analytics, seasonal crop planning, rural development studies, and policy decision support.

Limitations

Crop extent is not numerically standardized, limiting direct quantitative analysis. Missing values in temporal and crop name fields reduce completeness. Image_url field is unusable due to complete absence of data. Geographic scope is implied but not explicitly labeled at a country level.

Methodology

The data was likely collected through structured agricultural field surveys conducted at village or regional levels, recording crop information, geographic coordinates, and time-based attributes during each survey cycle.