Crop Survey of MANKI Hobli of Honnavar Taluk of Uttar Kannada District of Karnataka for Kharif Season 2018-19

The dataset includes 27,278 records of agricultural crop surveys capturing information such as survey dates, crop types, land extent, administrative hierarchy (district, taluk, hobli, village), and geospatial coordinates. It also includes seasonal classifications, temporal attributes (month, week, year), and survey identifiers. Each row represents an individual surveyed agricultural plot.

Data Quality

The dataset is mostly complete for core administrative and geographic fields. However, Image_url is entirely missing, and significant missing values exist in Month and Weekname columns. Cropname has minor missing values. Data types are consistent, though Crop_Extent is stored as a string instead of a numeric value.

Use Cases

Crop monitoring, agricultural analytics, yield estimation, geospatial mapping, seasonal trend analysis, rural planning, and policy development.

Limitations

Image_url field is completely unusable due to missing data. Month and Weekname have high missing rates, limiting temporal granularity. Crop_Extent is not numerically formatted, restricting quantitative analysis.

Methodology

The data appears to be collected through structured field surveys where enumerators recorded crop details, land extent, and geographic coordinates across different administrative units and seasons.