RePlace is a 3D data visualization platform that takes the normally invisible activity of sensors and data loggers and overlays that information as 3D sprites in the environment. RePlace uses an augmented reality viewfinder as a window into the data environment, and enables interaction with real-time and historic data feeds through the viewfinder.