Our movements in real space and virtual space are tracked by pedometers, GPS units, keystroke loggers, spyware and myware. How can we have fun with all our data trails? I will discuss examples of surveillance data-driven entertainment including our "Passively Multiplayer Online Game": PMOG transforms the existing topography of the Internet into a game world for players to vandalize, annotate, and curate.