Crop Survey of KASABA Hobli of Mudigere Taluk of Chikmagalur District of Karnataka for Kharif Season 2018-19

The dataset includes 19,275 records capturing crop survey observations across multiple administrative levels including district, taluk, hobli, and village. It records crop names, land extent, seasonal classification, and survey identifiers along with geographic coordinates. Temporal fields such as survey date, month, week, and agricultural year enable time-series and seasonal analysis of agricultural patterns.

Data Quality

The dataset is structurally consistent with well-defined numeric and categorical fields. However, the Image_url column is entirely missing. Month and Weekname columns have significant missing values (~82%). Cropname has minimal missing entries. Data formatting is consistent overall, but Crop_Extent is stored as a string and may require parsing.

Use Cases

Crop pattern analysis, agricultural planning, geospatial crop mapping, seasonal trend analysis, yield estimation modeling, and government policy planning.

Limitations

High missingness in Month and Weekname fields, completely missing Image_url column, and lack of explicit unit definitions for crop extent. Crop_Extent format requires transformation for numerical analysis.

Methodology

Data appears to be collected via structured agricultural field surveys, integrating administrative records with geolocation tracking and seasonal classification systems.