Crop Survey of LAKYA Hobli of Chikkamagaluru Taluk of Chikmagalur District of Karnataka for Kharif Season 2018-19

The dataset provides detailed agricultural survey information such as crop type, survey dates, geographic coordinates (latitude and longitude), and administrative divisions including district, taluk, hobli, and village. It also includes temporal attributes such as month, week, season, and year, allowing for time-based agricultural analysis. Each record represents a surveyed crop instance with its associated metadata.

Data Quality

The dataset is mostly complete with no missing values in key geographic and administrative fields. However, some columns such as Cropname, Month, and Weekname contain missing values. The Image_url column is entirely null, indicating unused or missing data. Data types are mostly consistent, though some fields like Crop_Extent are stored as strings and may require parsing.

Use Cases

Crop monitoring and yield estimation, agricultural policy planning, seasonal trend analysis, geospatial crop mapping, and precision agriculture analytics.

Limitations

Missing values in crop names and temporal fields may affect detailed time-series analysis. Crop extent is not in numeric format, limiting direct quantitative analysis. Image data is unavailable despite a placeholder column.

Methodology

The data was likely collected through field surveys conducted across administrative regions, with geotagged coordinates and structured recording of crop and seasonal attributes.