Data Scraper for Yelp
Last time guaranteed to work was December 18, 2013. Relatively complete data that can be scraped from Yelp's restaurant pages.
The scraper will scrape the restaurant's data and attributes of a restaurant and the information from the first reviews on the page.
This can and has been used to discover patterns of restaurant data to some interesting conclusions.