This dataset provides crop survey details for Ataguru Hobli, Maddur Taluk, Mandya District (Karnataka) during Kharif 2018–19, covering over 40,000 records.
| Name | Type | Nullable | Description |
|---|---|---|---|
| Survey_id | integer | No | Unique identifier assigned to each crop survey record. |
| District_code | integer | No | Administrative code representing the district where the surveyed agricultural field is located. |
| District_Name | string | No | Name of the district where the crop survey was conducted. |
| Taluk_code | integer | No | Administrative code representing the taluk where the surveyed field is located. |
It includes information on crop types, cultivated extent, farmer locations, and survey details, useful for analyzing agricultural patterns and land use.
Administrative identifiers and geographic coordinates appear consistently populated across most records. Some fields such as Cropname, Month, and Weekname contain missing values. The Image_url column is mostly empty. Crop_Extent values appear as string-formatted measurements instead of numeric values and may require conversion for analytical processing.
Agricultural monitoring, crop distribution analysis, geospatial farmland mapping, agricultural planning and policy development, crop yield estimation modeling, and research on regional agricultural production patterns.
The dataset only covers Beedaradakshina Hobli within Bidar Taluk and does not represent agricultural activity across broader geographic areas. Missing values in some temporal columns reduce the granularity of time-based analysis. Crop extent values require preprocessing before performing statistical analysis.
The dataset was likely compiled through government agricultural field surveys where survey officers recorded crop types, cultivated land area, administrative identifiers, and GPS coordinates during crop inspection programs.
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