India Agriculture Crop Production Dataset (Multi-Year)
A structured multi-year agricultural production dataset covering crop cultivation statistics across Indian states and districts. Designed for yield modeling, agricultural analytics, 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 contains historical crop production records including: State District Crop Season Year Area Cultivated (Hectares) Production (Metric Tons) The dataset has undergone a comprehensive EDA validation workflow including: Duplicate removal Missing value treatment Crop and region name standardization Range validation for area and production Outlier detection Unit consistency verification Schema normalization Optimized for: Crop yield prediction State-level productivity benchmarking Agricultural trend analysis Climate impact modeling Food supply forecasting Agri-fintech risk scoring Policy simulation
Data Quality
Clean structured tabular format, No duplicate records, Validated production and area ranges, Standardized categorical labels, ML-ready numeric schema, Chronologically consistent
Use Cases
Crop yield forecasting Agricultural productivity analysis District-level crop comparison Food security modeling Climate–agriculture impact research Agri-economics modeling Government policy analytics
Limitations
Community-compiled dataset Historical dataset (not real-time) Climate variables not included directly May not reflect official statistical revisions
Methodology
Data Preparation & Validation Workflow Structural Validation Column normalization Data type correction Schema integrity checks Statistical Validation Area and production range checks Zero/negative production detection Outlier detection using percentile thresholds Distribution health review Categorical Standardization State & district name normalization Crop name cleaning Season mapping standardization Completeness Check Missing value profiling Critical field validation Export Clean UTF-8 CSV Analytics-ready structured dataset
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.