dogahwisdom/10Alytics-WisdomDogah-FiscalIntelligence

Fiscal Intelligence Analytics Platform - End-to-end analytics pipeline for transforming fiscal data into actionable insights. Features automated processing, predictive modeling, and data-driven recommendations for policy and financial decision-making across 14 African countries. # Fiscal Intelligence Analytics Platform **A comprehensive analytics solution for transforming fiscal data into actionable intelligence, advancing 8 UN Sustainable Development Goals** --- ## Overview This platform provides an end-to-end analytics pipeline for fiscal data analysis, from raw data ingestion to actionable insights and recommendations. Built for the 10Alytics Global Hackathon, it analyzes $69 billion in fiscal data across 14 African countries over 65 years, generating data-driven insights that directly advance Sustainable Development Goals (SDGs 1, 2, 3, 4, 8, 9, 10, 16). ## Key Features - **Automated Data Processing**: Intelligent cleaning, standardization, and preprocessing - **Comprehensive EDA**: Distribution analysis, correlations, trends, and outlier detection - **Advanced Analytics**: Clustering, anomaly detection, feature engineering, hypothesis testing - **Predictive Models**: Time series forecasting (Prophet, ARIMA), regression, classification - **Interactive Visualizations**: Professional dashboards using matplotlib, seaborn, and plotly - **Data-Driven Recommendations**: Actionable policy and financial recommendations - **SDG Alignment**: Explicit connections to 8 UN Sustainable Development Goals ## Project Structure ``` . ├── main.py # Main execution script ├── requirements.txt # Python dependencies ├── 10Alytics Hackathon- Fiscal Data.xlsx # Dataset ├── src/ # Source code modules │ ├── data_processing.py # Data loading and cleaning │ ├── eda.py # Exploratory data analysis │ ├── insights.py # Advanced insight mining │ ├── models.py # Predictive models │ └── visualization.py # Visualization generation ├── reports/ # Generated reports and analysis │ ├── EXECUTIVE_SUMMARY.md # Executive summary │ ├── INNOVATION_SECTION.md # Innovation highlights │ …