GitHub Profile Analyzer

A web application built using the MERN stack to analyze GitHub profiles for specific elements and provide feedback. This project also includes a Python-based machine learning model to check if the profile picture contains a human face.

Features

• Analyze GitHub profiles for the presence of:
  • Profile Picture
  • Bio
  • Pinned Repositories
  • Social Links and Location
  • Project Titles of Pinned Repositories
  • Skills and Technologies
  • README files
  • Project Descriptions
• Provide feedback based on the analysis
• Check if the profile picture contains a human face using a Python ML model

Tech Stack

• Frontend: React
• Backend: Node.js, Express
• Authentication: Firebase
• Machine Learning: Python, OpenCV

Getting Started

Prerequisites

• Node.js
• npm or yarn
• Python
• pip
• GitHub Access Token

Installation

1. Clone the repository:

   git clone https://github.com/your-username/github-profile-analyzer.git
   cd github-profile-analyzer

2. Backend Setup:

   cd server
   npm install

3. Frontend Setup:

   cd ../client
   npm install

4. Python Setup:

   cd ../python-model
   pip install -r requirements.txt

Configuration

1. GitHub Access Token:

   To access the GitHub API, you need a GitHub Access Token. Follow these steps to generate one:

   1. Go to GitHub Settings.
   2. Click on "Generate new token".
   3. Give your token a descriptive name.
   4. Select the scopes repo and user.
   5. Click "Generate token".
   6. Copy the generated token.

Add your github token in analyzeprofile.js file line number 6

Running the Application

1. Start the backend server:

   cd server
   npm start

2. Start the frontend development server:

   cd ../client
   npm start

3. Start the Python server:

   cd ../python-model
   python checkHumanFace.py

Usage

1. Open your browser and go to http://localhost:3000.
2. Enter the GitHub profile URL you want to analyze.
3. Click the "Analyze" button.
4. View the analysis results and feedback.

Project Structure

github-profile-analyzer/
│
├── client/                # React frontend
│   ├── public/
│   └── src/
│       ├── components/
│       ├── App.css
│       ├── App.js
│       ├── index.css
│       └── index.js
│
├── server/                # Node.js backend
│   ├── services/
│   │   ├── analyzeProfile.js
│   │   └── checkHumanFace.js
│   ├── .env
│   ├── package.json
│   └── server.js
│
├── python-model/          # Python ML model
│   ├── checkHumanFace.py
│   ├── requirements.txt
│   └── model/             # Model files
│
├── .gitignore
├── README.md
└── package.json