Crop Survey of SINGATAGERE Hobli of Kadur Taluk of Chikmagalur District of Karnataka for Kharif Season 2018-19

The dataset includes agricultural survey data collected across multiple administrative regions. Each record represents a surveyed crop instance with associated metadata such as crop name, survey date, crop extent, and geographic coordinates (latitude and longitude). It also includes hierarchical administrative information such as district, taluk, hobli, and village. Temporal attributes such as month, week, season, and year are included for time-based agricultural analysis.

Data Quality

The dataset is structurally consistent with no missing values in key identifiers and geographic fields. However, significant missing values exist in Cropname, Month, and Weekname columns. The Image_url column is entirely null, indicating unused or missing data. Some fields such as Crop_Extent are stored as strings instead of numeric values, which may require preprocessing.

Use Cases

Agricultural monitoring, crop distribution analysis, seasonal pattern analysis, geospatial analytics, policy planning, and precision farming applications.

Limitations

High proportion of missing values in temporal fields (Month, Weekname) may limit time-series analysis. Crop extent is not numerically structured. No image data available despite placeholder column.

Methodology

The dataset appears to be collected through structured field surveys with geotagging, capturing crop information along with administrative and seasonal metadata.