Trendyol Review Analyzer

Automated analysis tool for Trendyol product reviews that provides AI-powered summaries and sentiment insights through an interactive dashboard.

Features

• Headless web scraping from Trendyol
• Filtering of non-product related reviews
• Sentiment analysis using BERT
• Review summarization using Gemini LLM

Tech Stack

• Scraping: Selenium with Chrome
• Sentiment Analysis: BERT model trained for Turkish
• Summarization: Gemini - Gemini API key
• Frontend: Streamlit
• Visualizations: Plotly

Installation

1. Clone the repository

git clone https://github.com/enesmanan/review-summarizer.git
cd review-summarizer

2. Install dependencies

pip install -r requirements.txt

Usage

3. Run the application:

streamlit run app.py

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trenyol-review-summarizer.mov