saed-4/cdfwatch-mombasa

# 🏛️ CDFWatch Mombasa A live civic accountability web app that tracks and visualises Kenya's NG-CDF fund allocations and disbursements across all 6 Mombasa constituencies. ## What It Does - Shows accountability scores for each constituency - Interactive charts: Allocated vs Disbursed per year - Funding gap analysis - Clean data table with disbursement rates - All built with real public government data from ngcdf.go.ke ## Tech Stack - **Backend:** Python + Flask (web framework) - **Frontend:** HTML, CSS, JavaScript - **Charts:** Chart.js - **Data:** Real NG-CDF records (ngcdf.go.ke) - **Hosting:** Render.com (free tier) ## Run Locally ```bash pip install -r requirements.txt python app.py ``` Open localhost ## Deploy to Render (Free) 1. Push this folder to GitHub 2. Go to render.com → New Web Service 3. Connect your GitHub repo 4. Build command: `pip install -r requirements.txt` 5. Start command: `gunicorn app:app` 6. Done — live URL in 2 minutes ## Data Source All data sourced from the official National Government Constituencies Development Fund portal: ngcdf.go.ke ## Course Frameworks Applied - Root Cause Analysis & 5 Whys - Stakeholder Mapping - Algorithmic Thinking (Accountability Score) - Constraints-Aware Design (free tools only) - Ethical & Inclusive Design - User-Centred Framing (built for citizens) **Student Project — Problem Solving & Computational Thinking Course**