Crop Survey of SUPA Hobli of Joida Taluk of Uttar Kannada District of Karnataka for Kharif Season 2018-19

The dataset provides detailed crop survey data capturing information such as crop type, cultivated extent, geographic hierarchy (district, taluk, village), survey dates, seasonal classification, and geographic coordinates. It includes identifiers for administrative divisions and survey entries, enabling detailed regional agricultural analysis.

Data Quality

The dataset is largely complete with no missing values in key geographic and identifier fields. However, some columns such as Image_url are entirely missing, and Month and Weekname contain significant null values, indicating incomplete temporal labeling. Data types are consistent, though Crop_Extent is stored as a string instead of a numeric format.

Use Cases

Agricultural yield analysis, crop distribution mapping, regional planning, government policy assessment, geospatial analytics, and seasonal crop trend analysis.

Limitations

Crop extent is not standardized numerically, limiting quantitative analysis. Missing temporal fields reduce time-series accuracy. Image data is absent. Dataset is limited to a specific time period (2018–2019).

Methodology

The data was likely collected through field surveys conducted by agricultural departments, recording crop details along with geographic and temporal attributes using structured survey forms and possibly GPS-enabled devices.