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🚀 Open Source Contributor Intelligence Platform

Python GitHub API Power BI Pandas Status License GitHub last commit

🔗 Live Demo

https://open-source-contributor-intelligence.onrender.com/

An analytics and recommendation platform that analyzes GitHub contributor activity, repository health, contribution trends, and skill-based issue matching to help developers discover suitable open-source opportunities.

✨ Features

  • 📊 Repository Analytics
  • 🔄 Pull Request Analytics
  • 💻 Commit Activity Tracking
  • 🏆 Contributor Ranking System
  • 📈 Repository Health Scoring
  • 🔥 Contribution Heatmap Analytics
  • 📉 Activity Trend Analysis
  • 🤖 Activity Prediction Module
  • 🎯 Skill-Based Issue Recommendation Engine
  • 🏷 Difficulty-Based Issue Filtering
  • 📚 Top Skills Demand Analytics
  • 🌐 Live GitHub Issues Fetch (GitHub REST API)
  • 📋 Interactive Power BI Dashboards

🚀 Web Platform Preview

Dashboard Home

Dashboard

Issue Skill Matcher

Skill Matcher

Live GitHub Issues

Live Issues

📊 Dashboard Preview

1. Contributor Overview

Contributor Overview

2. Contributor Insights

Contributor Insights

3. Repository Health & Technology Insights

Repository Health

4. Contribution Activity Analytics

Contribution Analytics

🛠 Tech Stack

Backend

  • Python
  • Flask

APIs

  • GitHub REST API

Data Processing

  • Pandas
  • NumPy

Visualization

  • Power BI
  • HTML
  • CSS
  • JavaScript

📊 Dashboard Pages

1. Contributor Overview

  • Total Commits
  • Total Pull Requests
  • Closed Pull Requests
  • Activity Score
  • Daily Contribution Activity
  • Monthly Contribution Trends

2. Contributor Insights

  • Contributor Ranking
  • Productivity Score
  • Contribution Metrics

3. Repository Health & Technology Insights

  • Repository Health Analysis
  • Technology Distribution
  • Language Insights

4. Contribution Analytics

  • Contribution Timeline
  • Daily Contribution Volume
  • Activity Trends

5. Activity Prediction

  • Repository Activity Classification
  • Commit Pattern Analysis

📂 Project Structure

OpenSourceAnalytics
│
├── app
├── templates
├── static
├── data
├── ml
├── scripts
├── dashboard
├── Power BI Dashboards
├── Screenshots
├── README.md
└── requirements.txt

⚙️ Workflow

GitHub API
⬇️
Python Data Collection
⬇️
Pandas Processing
⬇️
CSV Datasets
⬇️
Power BI Dashboard
⬇️
Contributor Insights

📈 Platform Capabilities

  • Analyze 20+ GitHub Repositories
  • Process 250+ Contribution Events
  • Generate 15+ Contributor & Repository KPIs
  • Recommend Open-Source Issues Based on Skills
  • Fetch Live GitHub Issues Using REST APIs
  • Repository Health & Activity Scoring
  • Interactive Analytics Dashboard

🚀 Future Enhancements

  • Real-Time GitHub Synchronization
  • Multi-Contributor Comparison
  • AI-Powered Contributor Recommendations
  • Contributor Retention Forecasting
  • Automated Insight Generation
  • Advanced Repository Health Metrics

👨‍💻 Author

Mayank Singh Rawat

B.Tech Information Technology Jaipur Engineering College & Research Centre (JECRC)

GitHub: https://github.com/mayank200529