BINARY-DIGITAL-HUB/kwara-state-farm-loan-primary-data

The Kwara_Farm_Loan_Kwara_Dataset.csv contains primary data on farmers in Kwara State, Nigeria, focused on agricultural loans and farming activities. # kwara-state-farm-loan-primary-data The Kwara_Farm_Loan_Kwara_Dataset.csv contains primary data on farmers in Kwara State, Nigeria, focused on agricultural loans and farming activities. # Kwara Farm Loan Dataset Primary data collected from smallholder farmers across Local Government Areas (LGAs) in **Kwara State, Nigeria**. This dataset supports agricultural loan assessments, credit risk modeling, and agricultural policy analysis. ## 📊 Dataset Overview **File**: `Kwara_Farm_Loan_Kwara_Dataset.csv` (~280K characters) **Records**: Multiple farmers (KW-F-XXXX format IDs) **Purpose**: Evaluate loan eligibility, farm productivity, and financial inclusion **Geographic Scope**: Kwara State LGAs (Oke Ero, Pategi, Ilorin West, etc.)[file:1] ## 🏷️ Feature Descriptions ### **Core Demographics** | Feature | Description | Example Values | Purpose | |---------|-------------|---------------|---------| | `FarmerID` | Unique farmer identifier | `KW-F-00001` | Record tracking[file:1] | | `Age` | Farmer age in years | 22, 64, 112 | Productivity & risk assessment[file:1] | | `Gender` | Binary gender | Male, Female | Resource access analysis[file:1] | | `Location` | Specific location | Oke Ero, Pategi | Regional targeting[file:1] | | `LGA` | Local Government Area | Ilorin West, Ifelodun | Agricultural zoning[file:1] | | `HouseholdSize` | Number of dependents | 1-10+ | Labor & economic vulnerability[file:1] | ### **Farm Operations** | Feature | Description | Example Values | Purpose | |---------|-------------|---------------|---------| | `FarmSizeha` | Cultivated land (hectares) | 1.2, 6.4, 114.2 | Scale & loan sizing[file:1] | | `CropType` | Primary crop | Cassava, Rice, Sorghum, Soybean, Maize, Yam | Crop diversity & market analysis[file:1] | | `AnnualYieldkg` | Yearly production (kg) | 7879, 9771, 12692 | Repayment capacity[file:1] | ### **Financial & Market Access** | Feature | Description | Example Values | Purpose | |---------|-------------|---------------|---------| | `M …