Google Play Store Review Analysis

A tool to analyze Google Play Store app reviews using GPT-4 for sentiment analysis and feedback categorization.

Features

• Scrapes reviews from Google Play Store apps
• Classifies reviews into categories (complaints, praise, feature requests)
• Provides detailed subcategories for each type of feedback
• Real-time analysis progress tracking
• Modern React frontend with Tailwind CSS
• FastAPI backend with async processing

Setup

Backend Setup

1. Install Poetry (if not already installed):

curl -sSL https://install.python-poetry.org | python3 -

2. Install dependencies:

poetry install

3. Create a .env file in the root directory with your OpenAI API key:

OPENAI_API_KEY=your-key-here

4. Start the backend server:

poetry run python app.py

The backend will run on http://localhost:5000

Frontend Setup

1. Navigate to the frontend directory:

cd frontend

2. Install dependencies:

npm install

3. Start the development server:

npm run dev

The frontend will run on http://localhost:5173

Usage

1. Open http://localhost:5173 in your browser
2. Enter a Google Play Store app URL
3. Click "Analyze" to start the review analysis
4. Monitor the progress in real-time
5. View the detailed analysis results when complete

API Endpoints

• POST /api/analyze - Start a new analysis
• GET /api/status/{job_id} - Get analysis progress
• GET /api/results/{job_id} - Get analysis results

Development

• Backend code is in app.py and the examples directory
• Frontend code is in the frontend directory
• Types and interfaces are in frontend/src/types

Contributing

1. Fork the repository
2. Create a feature branch
3. Commit your changes
4. Push to the branch
5. Create a Pull Request