Avicci-b/ethiopia-fi-forecast

A financial inclusion forecasting system # ethiopia-fi-forecast A financial inclusion forecasting system # Ethiopia Financial Inclusion Forecasting ## Project Overview Forecasting financial inclusion in Ethiopia using time series methods and event impact modeling. ## Project Structure - `data/raw/`: Original, immutable data - `data/processed/`: Cleaned, analysis-ready data - `notebooks/`: Jupyter notebooks for exploration and analysis - `src/`: Source code for Python modules - `dashboard/`: Interactive Streamlit dashboard - `tests/`: Unit tests - `models/`: Trained model artifacts - `reports/figures/`: Generated graphs and visualization Task 1 is successfully finished with all the enrichment phasese completed. It might be a small sata that I have found and added but all the added data follow the schema perfectly. # Ethiopia Financial Inclusion Forecasting Dashboard ## 📊 Project Overview This project develops an interactive dashboard for forecasting Ethiopia's financial inclusion trends, supporting the National Financial Inclusion Strategy (NFIS II) goal of 60% financial inclusion by 2027. The dashboard enables stakeholders to explore historical data, understand event impacts, and view forecasts through an intuitive interface. ## 🎯 Project Requirements (KAIM Task 5) ### **Task 5: Dashboard Development** **Objective:** Create an interactive dashboard that enables stakeholders to explore the data, understand event impacts, and view forecasts. #### **1. Dashboard Setup** - ✅ Built with Streamlit - ✅ Created dashboard/app.py - ✅ Clear instructions in README for running locally #### **2. Dashboard Sections** - **Overview Page:** - Key metrics summary cards (current values, trends) - P2P/ATM Crossover Ratio indicator - Growth rate highlights - **Trends Page:** - Interactive time series plots - Date range selector - Channel comparison view - **Forecasts Page:** - Forecast visualizations with confidence intervals - Model selection option - Key projected milestones - **Inclusion Projections Page:** - Fin …