🚀 GitHub Copilot Impact

Analytics to show how developers build habits with GitHub Copilot—what features they use, how engagement changes, and what drives adoption. Helps teams and leaders understand usage and show business value.

✨ What You’ll Get

• Track Adoption:
  See weekly active users, interaction rates, and retention trends.

• Segment Engagement:
  Spot growing/shrinking segments and power users.

• Measure Impact:
  View code activity and acceptance rates by time and segment.

• Feature Insights:
  Learn which features (chat, panel, agent mode) drive usage.

• Language & Model Trends:
  Find top languages and models with highest acceptance.

🖼 Preview

✅ Requirements

• Power BI Desktop installed
• GitHub admin access
• Access to GitHub Copilot Usage Insights Private Preview

📥 Get Started

1. Download the Usage File

• Login as admin
• Navigate to https://github.com/enterprises/
• On the top ribbon, navigate far right to breadcrumbs (...) and access Insights
• Select Copilot Usage (private preview)
• Select Last 28 days option and click download
• Save it as a .json file

2. Connect to Power BI Template

• Download GitHub Copilot Usage Analytics.pbit
• Open the file and set the filepath to your .json file (remove quotes)
• You’re ready to go! 🎉