Projecting the geographic impact on proposed policies and compliance to those policies, such as stay at home orders and physical distancing, is a valuable tool in convincing policy makers and the public that drastic changes can make a substantial difference in helping healthcare facilities appropriately meet the demand for patients during a pandemic such as COVID-19. This talk introduces the Capacity Analysis configurable web app and the decisions that went into its design to make it an effective tool to visualize and communicate how compliance to physical distancing recommendations can improve our ability to treat COVID-19 patients. It will discuss client-side interactive data visualization techniques that help end users explore data relevant to them with a simple UI and fast performance.