Crop Survey of BEMALAKHEDA Hobli of Humnabad Taluk of Bidar District of Karnataka for Kharif Season 2018-19
This dataset contains agricultural crop survey records including crop types, geographic locations, and temporal details.
Dataset Metrics
Data Format
Dataset Schema (10 features)
| Name | Type | Nullable | Description |
|---|---|---|---|
| CropSurveyDate | date | No | |
| Crop_Extent | string | No | |
| Cropname | string | Yes | |
| District_Name | categorical | No | |
| District_code | integer | No | |
| Hobli_Name | string | No | |
| Hobli_code | integer | No | |
| Image_url | string | Yes | |
| Latitude | float | No | |
| Longtitude | float | No |
License & Compliance
About This Dataset
The dataset consists of 45,750 records capturing crop survey information across multiple administrative levels such as district, taluk, hobli, and village. It includes crop names, crop extent values, survey dates, seasonal information, and geographic coordinates. Additional temporal attributes like month, week, and year are also included, enabling time-series analysis.
Data Quality
The dataset is largely complete with consistent numeric and categorical fields. However, some columns such as Cropname, Image_url, Month, and Weekname contain missing values. The Crop_Extent field is stored as a formatted string rather than numeric, which may require preprocessing. Image_url appears inconsistently formatted.
Use Cases
Crop production analysis, agricultural planning, yield estimation, geospatial analysis, seasonal trend analysis, policy-making, and farm monitoring systems.
Limitations
Crop extent is not in numeric format, limiting direct quantitative analysis. Missing values in key descriptive fields and absence of standardized image URLs reduce completeness. Geographic scope is not explicitly labeled at the country level.
Methodology
The data was likely collected through field surveys conducted at village or regional levels, where surveyors recorded crop details, geographic coordinates, and time-related attributes.
Geographic Coverage
Source Information
Governance & Review
Usage & Restrictions
License: GODL-India — This dataset is licensed for use by the purchasing entity. Refer to the specific license terms for permitted use.
Access Control: Download links are time-limited and single-use. All access is logged for audit purposes.