What can urban mobility data reveal about the spatial distribution of infection in a single city?

Background: Infectious diseases spread through inherently spatial processes. Road and air traffic data have been used to model these processes at national and global scales. At metropolitan scales, however, mobility patterns are fundamentally different and less directly observable.