When leaving a review on Yelp, a user must assign a rating from 1 to 5 stars in whole-star increments. Yelp aggregates all reviews for a given business and displays the average rating prominently. However, when Yelp computes the average rating they round off to the nearest half-star. Two restaurants that have similar average ratings can thus appear to be of very different quality