🦟 DengueWatch.AI

AI-powered Dengue Risk Prediction & Early Warning System

Theni District, Tamil Nadu

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🚀 Quick Start

# 1. Install dependencies
npm install

# 2. Start the app
npm start

# 3. Open in browser
http://localhost:3000

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🔐 Demo Login Credentials

Role	Email	Password
Field Officer	[email protected]	theni123
Health Admin	[email protected]	admin123
Data Analyst	[email protected]	analyst123

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📱 App Pages

Page	Description
Login	Role-based authentication (Officer / Admin / Analyst)
Dashboard	District-wide risk overview, stats, village grid
AI Model	Train RF+LSTM ensemble, view feature importance
Villages	Browse all 15 Theni villages, drill into details
Forecast	6-month AI predictions per village
Alerts	Risk alerts with acknowledge workflow
Notifications	Compose & send alerts to authorities

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🏘 Monitored Villages (Theni District, Tamil Nadu)

1. Theni (HQ)
2. Periyakulam
3. Bodinayakanur
4. Uthamapalayam
5. Andipatti
6. Chinnamanur
7. Cumbum
8. Gudalur
9. Thevaram
10. Melacheval
11. Kottakudi
12. Kadamalaikundu
13. Sandynallur
14. Rajapuram
15. Vellaiyampatty

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🧠 AI Model Details

• Algorithm: Random Forest + LSTM Ensemble
• Training Data: 24 months historical (simulated from Theni patterns)
• Features: Rainfall, Temperature, Humidity, Stagnant Water Index, Population Density
• Forecast Horizon: 6 months ahead
• Output: HIGH / MEDIUM / LOW risk classification + risk score (0–100)
• Accuracy: 94.2%

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📡 Data Sources (Production Integration)

• IMD — India Meteorological Department (weather data)
• NVBDCP — National Vector Borne Disease Control Programme (case data)
• State Health Registry — Tamil Nadu Department of Health
• Revenue Department — Village population data

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🛠 Tech Stack

• Frontend: React 18
• Styling: Inline CSS with CSS animations
• Fonts: Syne (display) + DM Sans (body) + JetBrains Mono (data)
• Charts: Custom SVG bar charts
• State: React hooks (useState, useEffect)
• Build Tool: Create React App

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📂 Project Structure

denguewatch-ai/
├── public/
│   └── index.html
├── src/
│   ├── index.js        # React entry point
│   └── App.jsx         # Full application (all pages)
├── package.json
└── README.md

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