The Yelp dataset includes reviews, locations, restaurant names, and photographs. Yelp provides a cash prize to participants who use the data in a way that demonstrates technical depth, rigor, and relevance. Through the Dataset Challenge website, Yelp also provides information on previous challenge winners, compelling uses of the data, and areas for future research.