With the rising amount of new restaurants popping up everyday, it makes it all the more necessary to know the chances the business will be successful. Apart from word-of-mouth, Zomato reviews is one factor that brings in customers.
Given the location, cost of two people and the cuisines served by the restaurant, the model outputs the likely rating the restaurant will receive. Also PCA is performed on the embedding weights of location variable and it's plot is shown below.