Crop Survey of MURKAVADA Hobli of Haliyal Taluk of Uttar Kannada District of Karnataka for Kharif Season 2018-19

The dataset records detailed crop survey information across multiple administrative levels such as district, taluk, hobli, and village. It includes crop types, land extent, seasonal classification, survey identifiers, and precise geographic coordinates (latitude and longitude). Temporal attributes such as survey date, month, week, and agricultural year are also included, enabling time-based analysis of crop patterns.

Data Quality

The dataset is largely complete with consistent formatting for numeric and categorical fields. Some columns such as Cropname, Image_url, Month, and Weekname contain missing values. Image_url appears to be improperly formatted as numeric data. Overall structure is consistent but minor data cleaning may be required.

Use Cases

Crop yield analysis, agricultural planning, geospatial mapping of crops, seasonal trend analysis, policy planning, and precision agriculture insights.

Limitations

Missing values in some categorical fields, unclear formatting of crop extent values, and lack of explicit units for certain measurements. Image URL field is not properly structured.

Methodology

Data was likely collected through field-level agricultural surveys using structured forms, combined with geolocation tracking and administrative classification systems.