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The Challengers — GPT-Hub Advanced (Hackathon-ready)

This project is a competition-ready starter for the NISR Hackathon 2025. Key features included:

  • Choropleth-style map for Rwanda districts (sample GeoJSON included). Replace with official NISR geojson for production accuracy.
  • Farmer marketplace with localStorage persistence and an optional GitHub Issues backend (see notes below).
  • Dashboard with national stunting rate and district bar chart.
  • Weather forecast (Open-Meteo) per location/listing and simple agronomic advice for the next 3 days.
  • Bilingual UI (English & Kinyarwanda) and accessibility improvements.
  • Fully static (host on GitHub Pages for free).

How to deploy (non-coder)

  1. Create a GitHub repository (public) called The-Challengers (or your preferred name).
  2. Upload all files in this ZIP to the repo root.
  3. In GitHub: Settings → Pages → select branch main and folder / (root) → Save.
  4. Wait a few minutes. Visit https://<your-username>.github.io/The-Challengers/.

Data & Customization

  • Replace data/rwanda-districts-sample.geojson with official district GeoJSON. Ensure each feature has a properties.stunting numeric field.
  • Marketplace: listings are saved locally in browser storage. For persistence across users, configure a GitHub Action that creates Issues from POSTs or use Airtable/Sheets (free tiers).

GitHub Issues Integration (recommended)

  • Create a GitHub Personal Access Token (PAT) and save it as a repo secret. Use a small GitHub Action (e.g., peter-evans/create-issue) to create issues when repository dispatch events are sent from a proxy endpoint. This avoids exposing tokens in-browser. See GitHub Actions marketplace for examples.

Notes on Weather Advice

  • Uses Open-Meteo (no API key). The app fetches a 3-day forecast for chosen coordinates and applies simple rules to suggest actions (e.g., delay harvest in heavy rain). Review and refine advice logic with agricultural experts for production use.

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Geospatial hunger & child stunting map + farmer marketplace for Rwanda

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