Crop Survey of KONDLI Hobli of Siddapur Taluk of Uttar Kannada District of Karnataka for Kharif Season 2018-19

The dataset provides large-scale agricultural survey data collected across multiple administrative levels such as district, taluk, hobli, and village. It includes crop names, survey timestamps, crop extent, geographic coordinates, seasonal classification, and temporal breakdowns such as month and week. The dataset appears to be part of an agricultural monitoring or reporting system with geospatial tagging.

Data Quality

The dataset is relatively complete with consistent structure across 26,685 records. However, several columns such as Cropname, Month, Weekname, and Image_url contain missing values. Image_url is largely empty, indicating unused or unavailable data. Crop_Extent is stored as a string rather than numeric, which may require preprocessing. Data types are otherwise consistent.

Use Cases

Agricultural analytics, crop distribution mapping, yield estimation, geospatial analysis, seasonal trend analysis, government policy planning, and precision agriculture applications.

Limitations

Presence of missing values in key descriptive and temporal columns limits full analysis. Crop extent is not standardized numerically. Image data is unavailable despite column presence. Dataset is limited to a single agricultural year.

Methodology

Data was likely collected through field surveys using GPS-enabled devices, where agricultural officers recorded crop details along with geographic and temporal metadata at village-level granularity.