🚀 Open Source Contributor Intelligence Platform

🔗 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

Issue Skill Matcher

Live GitHub Issues

📊 Dashboard Preview

1. Contributor Overview

2. Contributor Insights

3. Repository Health & Technology Insights

4. Contribution Activity 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