Today, I spent all day “Hacking with Cloudera on CDH3” at the Cloudera Hackathon understanding people’s location-based activities using Yelp, Foursquare, and Twitter. By analyzing the data algorithmically, I got strikingly similar results to those shown on Going.com, which are based on user-generated and hand-moderated content.…