Crop Survey of NITTURABH Hobli of Bhalki Taluk of Bidar District of Karnataka for Kharif Season 2018-19

The dataset records field-level agricultural crop survey observations collected across multiple administrative levels including districts, taluks, hoblis, and villages. Each record includes the crop survey date, crop name, crop extent measurement, geographic coordinates of the surveyed location, and season classification. Additional temporal grouping attributes such as month, week name, and agricultural year allow temporal analysis of agricultural activity.

Data Quality

Most administrative and geographic columns are fully populated and consistent across the dataset. The Cropname field contains missing values in several records. The Month and Weekname columns also contain missing values. The Image_url column contains no values across the dataset. Geographic coordinates are complete and suitable for spatial analysis.

Use Cases

Agricultural monitoring, crop distribution analysis, geospatial agriculture analytics, crop pattern analysis, agricultural policy planning, seasonal crop trend analysis, and agricultural research.

Limitations

Crop extent values are stored as formatted strings rather than standardized numeric area units which may require preprocessing. Some temporal fields such as Month and Weekname have missing values and the Image_url field does not contain usable information.

Methodology

The dataset appears to be generated from agricultural field surveys conducted by agricultural officers or survey teams who recorded crop details, geographic coordinates, and administrative location information during periodic crop monitoring activities.