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EmpowerChange: A data-driven platform to combat Gender-Based Violence (GBV). Features include dynamic risk maps, trend analysis, smart alerts, and data upload capabilities. Built to empower NGOs, policymakers, and stakeholders with actionable insights for safer communities.

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ElizabethWaithera/EmpowerChange

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EmpowerChange

EmpowerChange is a data-driven platform designed to combat Gender-Based Violence (GBV) by leveraging technology and actionable insights. This application helps NGOs, policymakers, and stakeholders identify high-risk areas, analyze trends, and take proactive steps to mitigate GBV.

Features

📍 Dynamic Risk Maps

  • Visualize GBV risk-prone areas with color-coded regions.
  • Interactive maps displaying data on socio-economic, geographic, and cultural factors.

📊 Trends and Analytics

  • Charts and graphs showing GBV patterns over time.
  • Comparative analysis of regions and demographics.

🔔 Smart Alerts

  • Real-time notifications for high-risk zones.
  • Configurable thresholds to trigger alerts.

🔍 Advanced Filters

  • Filter data by location, demographics, and time periods.
  • Search for specific regions or indicators.

📁 Data Upload Interface

  • Upload survey and incident data in CSV or Excel formats.
  • Backend validation to ensure data integrity.

📱 Mobile Responsiveness

  • Fully optimized for mobile devices to support field workers.

Tech Stack

Frontend:

  • React.js for building the interactive dashboard.
  • Mapbox/Leaflet.js for geographic visualization.
  • Chart.js/D3.js for data visualization.

Backend:

  • Node.js with Express.js (or Django/Flask) for API and business logic.
  • RESTful API for data communication.

Database:

  • PostgreSQL for storing spatial and GBV incident data.
  • MongoDB for flexible document storage (optional).

Cloud/Hosting:

  • AWS/GCP for scalable deployment.
  • Docker for containerized application hosting.

Installation

Clone the Repository

git clone 
cd EmpowerChange

About

EmpowerChange: A data-driven platform to combat Gender-Based Violence (GBV). Features include dynamic risk maps, trend analysis, smart alerts, and data upload capabilities. Built to empower NGOs, policymakers, and stakeholders with actionable insights for safer communities.

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