Reviews #

Industry experts, journalists, and consumers provide product and company reviews.

Among the most important data scources for all businesses are reviews and ratings of customer satisfaction. Reviews imply purchasing behavior. When reviewing a restaurant, for example, a consumer first reveals that he or she has eaten at the restaurant.

Reviews provide information about services as well as products. Reviews contain text for sentiment analysis and ratings (numerical data such as one to five stars).

Yelp provides extensive data about various retail establishments, including restaurants. In is common for reviews to refer to the restaurant generally.

To see recent reviews of restaurants in Madison, Wisconsin, for example, select a restaurant from the list below. Reviews are ordered from most positive to most negative based on average Yelp ratings.

Reports based on reviews are shown under Reports.

Click on items below to see restaurant reviews: #