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. |
| Taluk_Name | string | No | Name of the taluk where the crop survey observation was recorded. |
It includes information on crop types, cultivated extent, farmer locations, and survey details, useful for analyzing agricultural patterns and land use.
Administrative and geographic columns are consistently populated across most records. Some fields such as Cropname, Month, and Weekname contain missing values. The Image_url column is largely empty. Crop_Extent values appear to be stored as text rather than numeric measurements and may require conversion before quantitative analysis.
Agricultural monitoring, crop distribution mapping, geospatial farmland analysis, government agricultural planning, crop yield estimation, and research on regional agricultural production patterns.
The dataset covers only Basavakalyana Hobli within Basavakalyan Taluk and therefore does not represent agriculture across wider geographic regions. Some temporal fields contain missing values and crop extent values may require transformation into standardized numeric units.
The dataset was likely compiled through periodic field surveys conducted by government agricultural officers who recorded crop types, cultivated area, administrative identifiers, and GPS coordinates during crop inspection activities.
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