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

The dataset provides detailed agricultural survey data covering crop types, land extent, and hierarchical administrative geography including district, taluk, hobli, and village. It also includes temporal indicators such as survey date, season, month, and year, along with geographic coordinates for spatial analysis.

Data Quality

The dataset is largely consistent with structured numeric and categorical fields. Some missing values are observed in columns like Cropname, Month, Weekname, and Image_url. Crop_Extent is stored as a formatted string and may require transformation for quantitative analysis.

Use Cases

Agricultural analytics, crop distribution mapping, seasonal trend analysis, geospatial visualization, yield estimation, and rural planning.

Limitations

Non-standard format for crop extent limits direct numeric usage. Missing categorical and media fields may reduce completeness for some analyses. No explicit yield or production metrics are included.

Methodology

Data appears to be collected through structured agricultural field surveys conducted at village-level granularity, capturing crop details, land extent, and location coordinates.