Crop Survey of TANAKUSANURA Hobli of Aurad Taluk of Bidar District of Karnataka for Kharif Season 2018-19

The dataset records agricultural field survey observations collected across multiple administrative levels including districts, taluks, hoblis, and villages. Each record includes the date of the crop survey, crop name, surveyed crop extent, geographic coordinates of the surveyed field, seasonal classification, and related administrative codes. The dataset also contains time-related fields such as month, week, season, and agricultural year to support temporal agricultural analysis.

Data Quality

Most fields are consistently populated with structured values and administrative codes. Some columns such as Cropname, Month, and Weekname contain missing values in several records. The Image_url field is entirely missing across the dataset. Geographic coordinates appear consistently populated, enabling spatial analysis.

Use Cases

"Agricultural monitoring, crop distribution analysis, regional crop planning, yield estimation modeling, spatial agriculture analytics, seasonal crop pattern analysis, and agricultural policy planning.

Limitations

Some categorical fields contain missing values and the image URL column is unused. Crop extent is stored as a formatted string rather than a numeric measurement, which may require preprocessing before quantitative analysis.

Methodology

The dataset was likely compiled from field-level agricultural surveys conducted by local agricultural officers or survey teams, recording crop information, location coordinates, and administrative classifications during periodic crop monitoring activities.