Crop Survey of CHITAGUPPA Hobli of Chitaguppa Taluk of Bidar District of Karnataka for Kharif Season 2018-19

The dataset consists of detailed agricultural survey data capturing crop cultivation extent, crop names, and hierarchical administrative regions such as district, taluk, hobli, and village. It also includes temporal attributes like survey date, month, week, and agricultural year, along with geospatial coordinates (latitude and longitude). This enables both temporal and spatial agricultural analysis.

Data Quality

The dataset has moderate quality issues. Columns such as Cropname, Month, and Weekname contain missing values. The Image_url column is entirely null. Crop_Extent is stored as a string rather than a standardized numeric value. Overall structure is consistent but requires preprocessing for analysis.

Use Cases

Agricultural yield estimation, crop distribution analysis, land utilization studies, seasonal farming pattern analysis, geospatial analytics, and policy planning.

Limitations

Missing values in key descriptive and temporal columns reduce completeness. Crop extent is not standardized numerically. No image data is available despite the presence of an Image_url column.

Methodology

Data was likely collected through field-based agricultural surveys or mobile survey tools by government agencies, recording crop and land details along with geographic coordinates and administrative classifications.