Since the rise in severity of the pandemic this past year, the Centers for Disease Control and Prevention (CDC) has faced medical device and supply shortages to accommodate patients in urgent care due to COVID-19. The United States prioritizes the effective distribution of supplies to high-risk areas. This research dives into data visualization design concepts behind self-generated Tableau dashboards to support decision points and reduce ambiguity, providing insight for COVID-19 supply allocation.