Crop Survey of YAGATI Hobli of Kadur Taluk of Chikmagalur District of Karnataka for Kharif Season 2018-19

The dataset captures detailed agricultural survey data including crop types, land extent, geographic coordinates, and administrative divisions such as district, taluk, and village. It also includes temporal attributes like survey date, season, month, and year. The dataset appears to track crop cultivation patterns across regions over time.

Data Quality

The dataset is relatively complete for geographic and administrative fields. However, several columns such as Image_url are entirely missing, and fields like Month and Weekname have significant missing values. Cropname also contains some null entries. Data types are mostly consistent but some fields like Crop_Extent are stored as strings instead of numeric values.

Use Cases

Agricultural trend analysis, crop monitoring, yield estimation, geographic crop distribution mapping, policy planning, and seasonal crop forecasting.

Limitations

Missing values in key temporal and descriptive fields reduce completeness. Crop extent is not in a standardized numeric format, limiting direct quantitative analysis. Image data is unavailable despite the presence of an image field.

Methodology

The data was likely collected through field surveys capturing crop information along with GPS coordinates and administrative metadata, possibly by government or agricultural agencies.