Crop Survey of KYASALARAK Hobli of Joida Taluk of Uttar Kannada District of Karnataka for Kharif Season 2018-19

The dataset captures detailed agricultural survey data including crop type, land extent, survey dates, and hierarchical geographic identifiers such as district, taluk, hobli, and village. It also includes geospatial coordinates, seasonal classification, and temporal indicators such as month, week, and year. The dataset appears to represent field-level survey entries collected during agricultural assessments.

Data Quality

The dataset contains some missing values, particularly in columns such as Weekname and Image_url. Data types are mostly consistent, though some fields like Crop_Extent are stored as strings instead of structured numeric formats. Geographic coordinates are present but may require validation. Overall, the dataset is moderately clean but requires preprocessing for advanced analytics.

Use Cases

Crop pattern analysis, agricultural planning, land utilization studies, geospatial mapping of crops, yield estimation modeling, and policy decision support in agriculture.

Limitations

Crop extent is not numerically standardized, limiting direct quantitative analysis. Missing values in certain columns reduce completeness. No explicit yield or productivity metrics are included. Image URLs are mostly missing or invalid.

Methodology

The data was likely collected through field surveys conducted by agricultural officers or digital survey systems, capturing crop details, land usage, and geographic coordinates at the village level.