Crop Survey of BEEDARA UTTARA Hobli of Bidar Taluk of Bidar District of Karnataka for Kharif Season 2018-19

The dataset consists of structured agricultural survey records documenting crop cultivation across administrative units such as districts, taluks, hoblis, and villages. Each record represents a field observation captured during a crop survey visit. The dataset includes crop name, cultivated land extent, survey identifiers, seasonal information, and location coordinates. Additional administrative codes and temporal attributes such as month, week name, and agricultural year support seasonal and geographic analysis of crop patterns.

Data Quality

Administrative region information and geographic coordinates are largely complete and consistently formatted. Some categorical columns such as Cropname, Month, and Weekname contain missing values. The Image_url column contains mostly or entirely missing values. The Crop_Extent field is stored as a formatted string rather than a numeric value, which may require preprocessing before quantitative analysis.

Use Cases

Agricultural crop monitoring, spatial crop distribution mapping, seasonal agricultural trend analysis, agricultural policy planning, crop yield modeling, and regional land use analysis.

Limitations

Crop extent measurements are stored as formatted strings rather than standardized numeric values such as hectares or acres. Some temporal attributes contain missing values. Image_url information is missing or incomplete, limiting visual verification of field observations.

Methodology

The dataset was likely collected through organized agricultural field surveys conducted by government or agricultural monitoring agencies. Survey personnel recorded crop type, cultivated area extent, administrative identifiers, and geographic coordinates during field visits. The information was compiled into a centralized dataset for monitoring agricultural activities.