rediet-shewarega/ethiopia-financial-inclusion

Interim data exploration, enrichment, and exploratory analysis for forecasting financial inclusion in Ethiopia. # Forecasting Financial Inclusion in Ethiopia This project analyzes Ethiopia's financial inclusion transformation, focusing on: - Access: account ownership - Usage: digital-payment adoption ## Live Dashboard Explore the deployed interactive dashboard: ethiopia-fi-rediet.streamli… ## Interim Submission The interim submission contains: - Task 1: data exploration and enrichment - Task 2: exploratory data analysis - Data-quality assessment - Five evidence-supported insights - Preliminary event-indicator relationships - Interim report ## Project Structure - `data/raw/`: original source files - `data/processed/`: enriched analysis-ready data - `data/enrichment/`: newly collected records - `notebooks/`: Task 1 and Task 2 analysis - `reports/figures/`: generated visualizations - `reports/`: interim report - `src/`: reusable Python code - `tests/`: project tests ## Installation ```bash python3 -m venv venv source venv/bin/activate pip install -r requirements.txt ## Interactive Streamlit Dashboard The project includes an interactive dashboard for exploring Ethiopia's financial-inclusion indicators, event-impact relationships, and Access and Usage forecasts for 2025–2027. ### Dashboard sections - **Overview:** Key metrics, account-ownership growth, P2P/ATM crossover, and ecosystem scale indicators - **Trends:** Interactive indicator selection, date filtering, normalization, and channel comparison - **Event Impacts:** Event-indicator association matrix and strongest modeled relationships - **Forecasts:** Conservative, baseline, and optimistic Access and Usage projections with 90% uncertainty intervals - **Inclusion Projections:** Progress toward the 60% Access target and answers to the consortium's key questions ### Run locally Clone the repository and enter the project directory: ```bash git clone github.com cd ethiopia-financial-inclusion-interim