There are plenty of valuable information on the Yelp website. These data can be helpful after applying data science techniques. The business struggled during this pandemic, and we would like to analyze and provide insight for the business. In this project, we provide three major aspects.
- Business clustering and recommendation.
- Build a tool that helps business evaluate reputation before opening.
- Review analysis: Classify the positive or negative reviews by text.