Unlock insights about any GitHub developer — A production-grade CLI tool that analyzes GitHub profiles and generates comprehensive reports with powerful visualizations.
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│ │
│ 📱 Analyze ANY GitHub Profile Instantly │
│ 📊 Get Language Breakdown with Visual Charts │
│ ⭐ Rank Repositories by Stars & Forks │
│ 📅 Track Recent Activity & Commit Patterns │
│ 💾 Export Reports as JSON for Further Analysis │
│ 🛡️ Production-Ready Error Handling │
│ 🏗️ Clean, Modular OOP Architecture │
│ │
└────────────────────────────────────────────────────┘
# 1. Clone
git clone https://github.com/yashkumar3006/Github-Profile-Analyzer.git
cd Github-Profile-Analyzer
# 2. Install
pip install -r requirements.txt
# 3. Analyze!
python main.py octocatThat's it! You'll get a detailed profile analysis instantly.
| Use Case | Benefit |
|---|---|
| 🔍 Recruiter Screening | Quick developer profile insights before interviews |
| 📈 Developer Analytics | Track your own GitHub growth & activity patterns |
| 👥 Team Assessment | Evaluate multiple developers' GitHub presence |
| 📊 Career Planning | Identify gaps in your GitHub portfolio |
| 🏢 HR Analytics | Analyze team's open-source contributions |
- ✅ Fetch complete GitHub profile data via REST API
- ✅ Analyze 20+ profile metrics automatically
- ✅ Generate visual language breakdown charts
- ✅ Rank repositories by stars, forks, and impact
- ✅ Track recent activities and commit patterns
- ✅ Export comprehensive JSON reports
- ✅ Robust error handling for edge cases
- ✅ Rate limit management with token support
- ✅ Network failure recovery
- ✅ Modular architecture for easy extension
- ✅ Clean, maintainable codebase
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GITHUB PROFILE ANALYSIS REPORT - @octocat
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Name : The Octocat
Location : San Francisco
Followers : 15,000+ ⭐
Repositories: 8 total
Profile URL : https://github.com/octocat
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REPOSITORY STATISTICS
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Total Stars Earned : 4,500 ⭐
Total Forks Earned : 9,000 🔄
Original Repos : 2 (25%)
Forked Repos : 6 (75%)
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LANGUAGE USAGE BREAKDOWN
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HTML ████████████████░░ (2 repos)
Ruby ████░░░░░░░░░░░░░░ (1 repos)
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TOP REPOSITORIES (by stars)
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1. Hello-World ⭐1800 🔄2700 [HTML]
My first repository on GitHub!
https://github.com/octocat/Hello-World
┌─────────────────────────────────────┐
│ GITHUB PROFILE ANALYZER │
├─────────────────────────────────────┤
│ Python 3 → Core Language │
│ GitHub API → Data Source │
│ Requests → HTTP Client │
│ JSON → Data Format │
│ OOP → Architecture │
└─────────────────────────────────────┘
Github-Profile-Analyzer/
├── main.py # 🎯 Entry point
├── requirements.txt # 📦 Dependencies
├── README.md # 📖 Documentation
├── LICENSE # ⚖️ MIT License
├── CONTRIBUTING.md # 🤝 Contribution Guide
└── github_analyzer/
├── __init__.py
├── api_client.py # 🌐 API Handler
├── data_parser.py # 📊 Data Processing
└── report_generator.py # 📋 Report Output
python main.py torvaldspython main.py torvalds --top 20python main.py torvalds --export profile_report.jsonpython main.py torvalds --token ghp_YOUR_TOKEN_HERE- ✅ 10x Rate Limit Increase — Analyze more profiles
- ✅ No Throttling — Instant results
- ✅ Private Data Access — If authorized
- ✅ Reliable — Fewer timeout errors
Get token: https://github.com/settings/tokens (no scopes needed)
| Metric | Value |
|---|---|
| Lines of Code | ~500 |
| Dependencies | 3 (minimal!) |
| Setup Time | < 1 minute |
| API Calls/Run | 2-3 (optimized) |
| Supported Profiles | All public GitHub users |
API Request → Data Parsing → Report Generation
↓ ↓ ↓
GitHubAPIClient → DataParser → ReportGenerator
(Reusable) (Extensible) (Customizable)
- ✅ Single Responsibility Principle
- ✅ DRY (Don't Repeat Yourself)
- ✅ Clear method/variable naming
- ✅ Comprehensive error handling
The tool gracefully handles:
❌ Invalid Username → Clear error message
⏱️ Rate Limited → Suggests using token
🌐 Network Issues → Retry with guidance
📊 Invalid Data → Skips gracefully
🔒 Private Profiles → Limited data access
- Fast ⚡ — Results in seconds
- Simple 📝 — One-command analysis
- Reliable 🛡️ — Production-grade code
- Extensible 🔧 — Easy to customize
- Free 💰 — Open source MIT license
Want to improve this tool? We'd love your help!
# 1. Fork & Clone
git clone https://github.com/YOUR_USERNAME/Github-Profile-Analyzer.git
# 2. Create Feature Branch
git checkout -b feature/awesome-feature
# 3. Make Changes & Test
python main.py octocat
# 4. Commit & Push
git commit -m "Add: awesome feature"
git push origin feature/awesome-feature
# 5. Open Pull RequestSee CONTRIBUTING.md for detailed guidelines.
MIT License — Free for personal and commercial use.
See LICENSE file for details.
- API Integration — Learn how to use REST APIs
- Python OOP — Clean architecture patterns
- Data Processing — Parse & analyze JSON
- CLI Tools — Build command-line applications
- Add visualization export to HTML
- Compare multiple GitHub profiles
- Advanced filtering options
- Caching layer for performance
- Web interface (coming soon!)
- API rate limit predictions
Yash Kumar — Data Enthusiast & Software Engineer
- 🌐 GitHub: @yashkumar3006
- 💼 LinkedIn: Yash Kumar Mathur
- 📧 Questions? Open an issue
If this tool helped you, please star ⭐ this repository!
It helps other developers discover the project and motivates further development.
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- GitHub Stats Generator — Visual GitHub statistics
- Developer Profile Analyzer — In-depth career analytics
- Repository Metrics — Advanced repo analytics
- GitHub REST API documentation
- Python requests library
- Open-source community
Made with ❤️ for the GitHub community
Last Updated: June 2026 | Status: Active & Maintained ✅