India Agriculture Crop Production Dataset
A structured agricultural production dataset containing multi-year crop production statistics across Indian states and districts. Designed for agricultural analytics, yield modeling, and policy research.
Dataset Metrics
Data Format
Dataset Schema (8 features)
| Name | Type | Nullable | Description |
|---|---|---|---|
| State | string | No | |
| District | string | Yes | |
| Crop | categorical | No | |
| Season | categorical | Yes | |
| Year | integer | No | |
| Area | float | No | |
| Production | float | No | |
| Yield | float | Yes |
License & Compliance
About This Dataset
This dataset includes historical agricultural production records including: State District Crop Season Year Area Cultivated (Hectares) Production (Metric Tons) Yield (Derived or Computed) The dataset has undergone a comprehensive EDA validation workflow including: Duplicate removal Missing value treatment Crop and state name standardization Outlier detection in production and area Range validation Unit consistency verification Schema normalization Optimized for: Crop yield prediction Agricultural productivity benchmarking Climate impact modeling State-level agricultural analysis Food supply forecasting Agri-fintech risk modeling Policy simulation studies
Data Quality
Structured tabular format, No duplicate records, Validated production & area ranges, Standardized categorical fields, Clean numeric schema, ML-ready format
Use Cases
Crop yield forecasting Agricultural trend analysis District-level productivity comparison Food security modeling Agri-insurance risk scoring Climate-agriculture impact research Government policy analytics
Limitations
Community-compiled dataset Historical dataset (not live updates) Climate variables not included directly May not reflect real-time official revisions
Methodology
Data Preparation & Validation Workflow Structural Validation Column normalization Data type standardization Schema consistency checks Statistical Validation Area and production range validation Outlier detection using percentile thresholds Zero or negative production detection Yield consistency validation Categorical Standardization State & district name normalization Crop name cleaning Season mapping standardization Completeness Checks Missing value assessment Critical field validation Export Clean UTF-8 CSV Analytics-ready structured format
Geographic Coverage
Source Information
Governance & Review
Usage & Restrictions
License: CC BY 4.0 — 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.