The “Human Factors” challenge invited us to identify patterns between population density and COVID-19 cases with an emphasis on human activity to find solutions that help to predict and avoid hotspots of disease spread. Researching the resources made available by NASA and partner satellite observation agencies of Earth's infrastructure, we identified that contagion can increase a lot with a higher density of people in a building, the so-called agglomerations, in which the chance of an infected person contaminating healthy others it's too high. Situations like this can be avoided with the practice of social isolation. However, even in places that are under quarantine, establishments that are considered essential services do not close, as they guarantee basic human needs. The problem lies in the fact that agglomerations in these places are responsible for much of the contamination that occurs during the quarantine period and also because they are activities that cannot be left out. Considering this problem, the team tried to find an innovative solution that could help the population to avoid agglomerations in essential places during quarantine and thus avoid future critical points.