Crop Survey of PALA Hobli of Mundgod Taluk of Uttar Kannada District of Karnataka for Kharif Season 2018-19

The dataset captures detailed crop survey information at multiple administrative levels such as district, taluk, hobli, and village. It includes crop names, survey dates, crop extent, geospatial coordinates, seasonal classification, and time-based attributes like month and week. The data appears to be collected as part of an agricultural monitoring or reporting system.

Data Quality

The dataset contains missing values in several fields such as Cropname, Month, Weekname, and Image_url. Image_url is completely missing across all records. Some categorical fields contain nulls, indicating incomplete temporal annotations. Data types are mostly consistent, though Crop_Extent is stored as a string instead of a numeric format.

Use Cases

Crop monitoring and yield estimation, agricultural planning and policy making, geospatial analysis of crop distribution, seasonal trend analysis, and precision agriculture applications.

Limitations

Missing values in key descriptive fields such as Cropname and temporal attributes reduce analytical completeness. Crop extent is not in a standardized numeric format. Image data is unavailable despite the presence of a column. Dataset is limited to a specific time period (2018-2019).

Methodology

The data was likely collected through field surveys where agricultural officers recorded crop details along with geographic and temporal information. GPS coordinates suggest use of mobile or GIS-enabled data collection tools.