Bisrattamrat/ethiopia-fi-forecast

# Forecasting Financial Inclusion in Ethiopia ## Author Bisrat Tamrat ## Week 11 Challenge - 10 Academy AI Mastery ## Project Overview This project analyzes Ethiopia's financial inclusion data and builds a forecasting system for predicting financial inclusion indicators. The project focuses on: - Access (Account Ownership) - Usage (Digital Payment Adoption) ## Objectives - Explore the unified dataset - Enrich the dataset with additional records - Perform Exploratory Data Analysis (EDA) - Model event impacts - Forecast financial inclusion for 2025–2027 - Build an interactive Streamlit dashboard ## Project Structure ethiopia-fi-forecast/ │ ├── data/ │ ├── raw/ │ └── processed/ │ ├── notebooks/ │ ├── reports/ │ ├── src/ │ ├── tests/ │ ├── dashboard/ │ ├── models/ │ ├── README.md ├── requirements.txt └── .gitignore ## Technologies - Python - Pandas - NumPy - Matplotlib - Jupyter Notebook - Streamlit ## Task 1 - Loaded dataset - Explored dataset - Added enriched observations - Documented data sources ## Task 2 - Dataset overview - Data quality assessment - Time coverage analysis - Account ownership trend - Digital payment trend - Correlation analysis - Key insights ## How to Run pip install -r requirements.txt Open notebooks/task1_task2_eda.ipynb and run all cells.