Temporal network analysis and time evolution of network characteristics are powerful tools in describing the changing topology of dynamic networks. This video uses such approaches to better visualize and provide analytical measures for the changes in performance that we observed in Voronoi-type spatial coverage, particularly for the example of time-evolving networks with a changing number of wireless sensors being deployed.