🚨 Argus Platform - Public Health Intelligence System

Multi-Source Syndromic Surveillance & Early Warning System for Epidemiological Intelligence

🎯 Overview

Argus Platform is a sophisticated public health intelligence system that integrates clinical, social, and environmental data sources to detect disease outbreaks in real-time. Named after the all-seeing giant from Greek mythology, Argus provides comprehensive surveillance capabilities for epidemiological monitoring.

🏗 System Architecture

┌─────────────────┐ ┌──────────────────┐ ┌──────────────────┐ │ 🧬 Clinical │ │ 🐦 Twitter │ │ 🌡 Environmental│ │ Data Ingestion│ │ Surveillance │ │ Data Integration│ └─────────────────┘ └──────────────────┘ └──────────────────┘ │ │ │ └─────────────────────────────────────────────────┘ │ ▼ ┌────────────────────┐ │ 🔗 Data Fusion │ │ Engine │ └────────────────────┘ │ ▼ ┌────────────────────┐ │ 📊 Risk Assessment│ │ & Alert System │ └────────────────────┘

📊 Key Capabilities

• Real-time Outbreak Detection: Statistical anomaly detection using z-scores and moving averages
• Multi-Source Intelligence: Integrates clinical, social, and environmental data streams
• Risk Assessment: Composite risk scoring with actionable alert levels (Low/Medium/High)
• Geospatial Analysis: State-level monitoring and hotspot identification
• Production-Ready Pipeline: Modular architecture with error handling and data validation

🚀 Quick Start

Installation

# Clone repository
git clone https://github.com/yourusername/argus-platform.git
cd argus-platform

# Install dependencies
pip install -r requirements.txt

# Run the complete pipeline
python src/run_argus.py
# Run individual modules
python src/clinical_data_ingestion.py
python src/twitter_surveillance.py  
python src/data_fusion_engine.py

# Or run complete pipeline
python src/run_argus.py
Argus-Platform/
├── src/
│   ├── data_ingestion/          # Data collection modules
│   ├── analysis/               # Statistical analysis
│   ├── dashboard/              # Visualization components
│   ├── utils/                  # Utility functions
│   ├── clinical_data_ingestion.py
│   ├── twitter_surveillance.py
│   ├── data_fusion_engine.py
│   └── run_argus.py           # Main pipeline runner
├── data/                       # Generated surveillance data
├── docs/                       # Documentation
├── tests/                      # Test suites
├── requirements.txt
├── LICENSE
└── README.md