Outbreak Early Warning Dashboard

This is a code bundle for Outbreak Early Warning Dashboard.

Backend (Flask API)

Setup

1. Install Python dependencies:

   cd backend
   pip install -r requirements.txt

2. Ensure cholera_model.pkl, malaria_model.pkl, and simulated_outbreak_data_v15.csv are in the project root.
3. Start the Flask server:

   python app.py

API Endpoints

• GET /data/outbreak — Returns all outbreak data as JSON (from simulated_outbreak_data_v15.csv).

• POST /predict/cholera — Predicts cholera outbreak. Expects JSON body:

  { "features": [/* feature values as array */] }

  Returns: { "prediction": <value> }

• POST /predict/malaria — Predicts malaria outbreak. Expects JSON body:

  { "features": [/* feature values as array */] }

  Returns: { "prediction": <value> }

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Running the code

Run npm i to install the dependencies.

Run npm run dev to start the development server.