Crop Survey of MIRJANA Hobli of Kumta Taluk of Uttar Kannada District of Karnataka for Kharif Season 2018-19

The dataset includes 32,670 records of agricultural surveys with detailed information about crop types, land extent, and hierarchical geographic identifiers such as district, taluk, hobli, and village. It also contains temporal attributes including survey date, month, week, season, and year, along with geospatial coordinates (latitude and longitude). This large dataset supports comprehensive analysis of agricultural patterns and regional crop distribution.

Data Quality

The dataset has several missing values, particularly in Month and Weekname columns (~83% missing), and Image_url is entirely missing. A small number of missing values exist in Cropname. Crop extent is stored in string format, limiting direct numeric usage. Overall structure is consistent but requires preprocessing for analysis.

Use Cases

Crop distribution analysis, agricultural planning, geospatial mapping, seasonal trend analysis, predictive modeling, land utilization assessment, and policy decision-making.

Limitations

High proportion of missing temporal fields (Month, Weekname). Crop extent is not standardized numerically. No yield, production, or economic indicators are included. Image data is unavailable.

Methodology

The dataset was likely collected through field surveys or digital agricultural data collection systems, capturing crop details, land coverage, and location information at village-level granularity.