Network Subgraph Metrics Dashboard

This Python project generates a dashboard and CSV report that show how many subgraphs are deployed per network on The Graph Network. It includes time-based metrics, daily snapshots, and a modern, responsive HTML interface.

Live Dashboard:
🔗 graphtools.pro/network

🧪 This dashboard is part of Graph Tools Pro, a community-driven initiative to provide useful, independent analytics tools for The Graph ecosystem.

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📊 Features

• Daily fetch of subgraph counts per network
• HTML dashboard with light/dark theme
• CSV export of all network counts
• 24-hour delta tracking (if yesterday’s snapshot exists)
• Custom network logos
• JSON snapshot stored daily with timestamp and counts
• Full logs of script runs

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📂 Project Structure

📦 network/

• 📜 fetch_network_metrics.py # Main script
• 📜 .env # Environment variables (not tracked)
• 📂 logs/ # Timestamped log files
• 📂 reports/
  • 📜 index.html # Rendered dashboard
  • 📜 network_subgraph_counts.csv # CSV report
• 📂 metrics/ # JSON metric snapshots per day

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🚀 How to Run

1. Install dependencies: pip install requests python-dotenv

2. Create a .env file: GRAPH_API_KEY=your_graph_api_key METRIC_SNAPSHOT_HOUR=8

3. Run the script: python fetch_network_metrics.py

4. Open reports/index.html in your browser to view the dashboard.

📊 Powered By

• 🧠 The Graph
• 🧩 Python 3.x, HTML5 + CSS
• ⚙️ Data sorting and light/dark theming via vanilla JavaScript