This project used advanced data analysis and NLP techniques to extract and analyze customer sentiment from Yelp reviews.

By leveraging machine learning models, I identified key factors influencing restaurant success and survival, providing actionable insights for restaurant owners to optimize their services and improve customer satisfaction.