X-Analyze is a Flask-based web application designed to analyze Twitter user profiles. Utilizing natural language processing techniques, it provides insights into the topics expressed in a user's tweets. With a focus on user experience, X-Analyze offers an intuitive and visually engaging interface for understanding the social media footprint of any public Twitter account.
- User Profile Analysis: Enter a Twitter username to retrieve a comprehensive analysis of the user's recent tweets.
- Topic Modeling: Discover the most prominent topics discussed by a user, using LDA (Latent Dirichlet Allocation) for topic extraction.
- Word Cloud Visualization: Visualize the most frequent words used by the user in a dynamic word cloud.
- Responsive Design: Enjoy a seamless experience across various devices and screen sizes.
- Backend: Flask (Python) , Docker
- Frontend: HTML, CSS, JavaScript
- NLP Library: NLTK, Gensim, WordCloud
- API: Custom Twitter API integration
- Deployment: Koyeb
- Clone Github Repository :
git clone https://github.com/safi50/XAnalyze.git - Install Dependencies :
pip install -r requirements.txt - To Run Locally :
python app.py - To Build and Run on Docker :
docker build -t xanalyze . docker run -p 8000:8000 xanalyze
- Syed Safi Ullah Shah - github.com/safi50