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 fields are consistently populated across most records. Some columns such as Cropname, Month, and Weekname contain missing values. The Image_url column contains mostly null entries. Crop_Extent values appear as text rather than numeric values and may require transformation into numeric units for analytical processing.
Agricultural monitoring, crop distribution analysis, farmland geospatial mapping, government agricultural planning, crop yield estimation modeling, and academic research on regional farming patterns.
The dataset only covers Dubalagundi Hobli within Humnabad Taluk and does not represent agricultural activity across wider geographic areas. Missing temporal fields reduce time-based analytical resolution. Crop extent values require preprocessing before statistical analysis.
The dataset was likely compiled through government agricultural field surveys where officers recorded crop types, cultivated land extent, administrative identifiers, and GPS coordinates during periodic crop inspection programs.
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