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

The dataset includes detailed agricultural survey data with 21 columns capturing crop information, land extent, and hierarchical geographic identifiers such as district, taluk, hobli, and village. It also contains temporal attributes including survey date, week, month, season, and year. Additionally, geospatial coordinates (latitude and longitude) are included for mapping and spatial analysis. Compared to smaller datasets, this version provides a significantly larger number of records, enabling deeper analysis of crop distribution patterns.

Data Quality

The dataset is largely consistent in structure but contains missing values in columns such as Weekname and Image_url. Crop extent is stored in a non-standard string format. Date fields are not standardized as ISO format. Geographic coordinates appear valid but may require validation. Overall, the dataset is usable but requires preprocessing for analytical workflows.

Use Cases

Agricultural trend analysis, crop distribution mapping, geospatial analytics, seasonal crop studies, land utilization planning, predictive modeling for crop patterns, and government policy planning.

Limitations

Non-standard representation of crop extent limits direct numerical analysis. Missing values reduce completeness in certain temporal and media-related fields. Lack of yield, productivity, or economic indicators limits advanced agricultural modeling.

Methodology

The dataset was likely compiled through field-level agricultural surveys conducted by officials or digital survey platforms, recording crop types, land coverage, and location details across administrative regions.