chariga98/CFHF-Farmers-Training-Project

R Shiny dashboard for tracking CFHF agroecology farmer training practices across Kenya Shiny dashboard + data pipeline for visualizing farmer training assessment data from the CFHF project in Kenya # CFHF: Agroecology Farmer Training Dashboard > **Conservation Food & Health Foundation (CFHF) Project** — An R-based data pipeline and interactive Shiny dashboard for monitoring agroecology farmer training assessments across Kenya. This project was funded by CFHF grant for 2025/2026 year --- ## Table of Contents - Overview - Project Structure - Features - Data Sources - Prerequisites - Installation - Usage - Dashboard Tabs - Summary Tables - Map Visualization - County Coverage - Contributing --- ## Overview This project provides a suite of R tools for analyzing and visualizing baseline and follow-up assessment data from the **CFHF Agroecology Farmer Training Programme**. It spans 5 workshop training days covering Soil Health, Pest Management, Nutrition & Value Addition, Livestock, and Climate & Agroforestry — tracking what practices farmers are applying across 13 counties in Kenya. **Key outputs include:** - An interactive **Shiny Dashboard** for real-time, filter-driven exploration - A **Leaflet Map** showing farmer distribution by organization and county - Publication-quality **gt summary tables** for reporting - A unified **data pipeline** that stacks and cleans all practice datasets --- ## Project Structure ``` CFHF/ ├── app.R # Shiny dashboard (main application) ├── data_pipeline.R # Data loading, cleaning & stacking script ├── summary_tables.R # Publication-quality gt tables ├── kenya_map.R # Leaflet interactive map │ ├── Data/ │ ├── CFHF.Data.Stacked.xlsx # Primary stacked dataset (multi-sheet) │ ├── CFHF.Data_Normal.xlsx # Original wide-format data │ ├── CFHF.Data_Classified.xlsx # Classified/categorized data │ ├── CropsGrown.xlsx # Crop adoption data (binary 0/1) │ └── DIVFEEDCROP.xlsx # Diversity & feed materials data │ └── outputs/ └── kenya_farmer_map.html # Exported interactive map ``` --- ## Features | Feature | Descriptio …