linat117/Ethiopia-finance-forecast
Domaine:
socioeconomicType de record:
project
Créateur:
lin
Hôte:
# Ethiopia Financial Inclusion Forecast
**Project:** Week 10 Challenge ? Artificial Intelligence Mastery
**Objective:** Build a forecasting system to track Ethiopia's digital financial transformation and predict financial inclusion (Access & Usage) using time series and event-based modeling.
---
## Project Structure
```
Ethiopia-finance-forecast/
??? data/
? ??? raw/ # Original datasets
? ? ??? ethiopia_fi_unified_data.xlsx
? ? ??? reference_codes.xlsx
? ??? processed/ # Analysis-ready (Task 3+)
? ??? ethiopia_fi_enriched.xlsx
??? notebooks/
? ??? 01_exploration.ipynb
? ??? 02_data_quality_and_eda.ipynb
? ??? 03_event_impact_modeling.ipynb
? ??? task_3_event_impact_modeling.ipynb # Event?indicator matrix, Telebirr validation
? ??? task_4_forecasting.ipynb # Access & Usage forecasts 2025?2027
??? reports/
? ??? data_enrichment_log.md
? ??? data_quality_summary.md
? ??? event_impact_methodology.md
? ??? forecasting_methodology.md
? ??? interim_submission.md
??? src/
? ??? __init__.py
? ??? data_loading.py # load_unified_dataset, load_processed_enriched
? ??? data_quality.py
? ??? enrichment.py
? ??? exploration.py
? ??? forecasting.py # Baseline trend, event-augmented, scenarios (Task 4)
? ??? impact_model.py # Event?indicator matrix, temporal impacts (Task 3)
? ??? schema_checks.py
??? scripts/
? ??? build_processed_enriched.py # Build processed Excel from raw
??? dashboard/ # Task 5
? ??? app.py
??? requirements.txt
??? README.md
```
---
## Installation
1. **Clone the repository**
```bash
git clone github.com
cd Ethiopia-finance-forecast
```
2. **Create a virtual environment (recommended)**
```bash
python -m venv venv
source venv/bin/activate # Linux / Mac
venv\Scripts\activate # Windows
```
3. **Install dependencies**
```bash
pip install -r requirements.txt …