Crop Survey of KOHINURA Hobli of Basavakalyan Taluk of Bidar District of Karnataka for Kharif Season 2018-19

The dataset consists of field-level agricultural crop survey observations collected across multiple administrative divisions such as districts, taluks, hoblis, and villages. Each record includes the survey date, crop name, crop extent measurement, geographic coordinates (latitude and longitude), and agricultural season information. Temporal grouping attributes such as month, week name, and agricultural year are also included to support time-based agricultural analysis.

Data Quality

The dataset is largely structured and consistent across administrative and geographic fields. However, some fields such as Cropname, Month, and Weekname contain missing values in a portion of the records. The Image_url column is entirely empty across the dataset. Geographic coordinate fields appear consistently populated and suitable for spatial analysis.

Use Cases

Crop distribution analysis, agricultural monitoring, spatial agriculture analytics, seasonal crop pattern analysis, regional farming policy planning, agricultural research, and geospatial crop mapping.

Limitations

Crop extent values are stored as formatted strings rather than pure numeric measurements which may require preprocessing for quantitative analysis. Some temporal classification fields have missing values and the Image_url field does not currently contain usable data.

Methodology

The dataset appears to be compiled from agricultural field survey programs where surveyors recorded crop observations, administrative location information, and geographic coordinates during periodic crop monitoring activities.