netsanet-data/ethiopia-financial-inclusion-analysis

# Ethiopia Financial Inclusion Analysis ## Project Overview This project analyzes Ethiopia's Financial Inclusion dataset to understand trends in financial access, usage, and inclusion. The project focuses on: - Data exploration - Data enrichment - Exploratory Data Analysis (EDA) - Financial inclusion insights - Preparation for forecasting and impact modeling ## Project Deliverables This project includes: ### Task 1 & 2 - Data Exploration - Data Enrichment - Exploratory Data Analysis (EDA) ### Task 3 - Event Impact Modeling - Event timeline analysis - Event frequency analysis - Event-to-indicator relationship exploration ### Task 4 - Financial Inclusion Forecasting - Account Ownership Forecasts (2025–2027) - Conservative Scenario - Baseline Scenario - Optimistic Scenario ### Task 5 - Interactive Streamlit Dashboard - Historical Analysis - Forecast Visualization - Downloadable Data ## Dashboard Features - Interactive Streamlit Dashboard - Filter by Pillar - Filter by Category - Filter by Fiscal Year - Filter by Gender - Search Indicators - KPI Cards - Records by Pillar Chart - Records by Category Chart - Category Distribution Pie Chart - Trend Analysis by Year - Correlation Analysis - Top Indicators Table - Download Filtered Data as CSV --- ## Dataset Description The dataset follows a unified schema and contains four main record types: ### Observation Measured values for financial inclusion indicators. ### Event Policy, market, or technology events that may affect financial inclusion outcomes. ### Target Desired future values for financial inclusion indicators. ### Impact Link Relationships connecting events to indicators and estimating expected impacts. --- ## Project Structure ``` ethiopia-financial-inclusion-analysis/ │ ├── data/ │ ├── raw/ │ └── processed/ │ ├── notebooks/ │ └── 01_data_exploration.ipynb │ ├── reports/ │ └── interim_report.md │ ├── src/ │ └── app.py │ │ ├── data_enrichment_log.md ├── README.md ├── requirements.txt └ …