Ever wondered why does a restaurant closes? Well, there are many factors that affect a restaurant to go out of business. It could be bad service, pathetic food, poor business sense or in general just bad luck! But, have you ever thought of how customer reviews affect Restaurant's business? We all check the reviews before heading down to a restaurant so it makes sense that bad reviews can kill the business. Well, that's what we are here to find out. With the will to challenge my data skills and my love for food, I'm trying to find a relationship between review sentiment and if that impacts a restaurant's closure. Using Yelp's open source data (Ref: https://www.yelp.com/dataset_challenge) and my data skills, let's munch onto it! Refer the python notebooks to clean and analyze datasets.