Crop Survey of KHANDYA Hobli of Chikkamagaluru Taluk of Chikmagalur District of Karnataka for Kharif Season 2018-19

The dataset provides detailed crop survey information including crop names, land extent, survey dates, and administrative hierarchy such as district, taluk, hobli, and village. It also includes geospatial coordinates (latitude and longitude) and temporal classifications like month, week, season, and year, enabling both spatial and time-series agricultural analysis.

Data Quality

The dataset shows moderate data quality. Several fields such as Cropname, Month, and Weekname contain missing values. The Image_url field is largely or entirely empty. Crop_Extent is stored as a string rather than a numeric value, requiring preprocessing for quantitative analysis.

Use Cases

Agricultural planning, crop distribution analysis, yield estimation, seasonal trend analysis, geospatial mapping, and policy decision support.

Limitations

Presence of missing values in key descriptive and temporal fields. Crop extent is not standardized numerically. Lack of image data despite the presence of an Image_url column.

Methodology

Data likely collected through field-based surveys or digital agricultural data collection tools by government agencies, capturing crop and land information along with geographic and administrative details.