Governmental institutions and companies worldwide are tapping into giant data pools to combat the various public health and economic challenges manifesting from the COVID-19 crisis. During these troubling times, big data analytics is proving to be an ally for first responders and other front line workers in healthcare, food service, manufacturing, and other essential services to address the true scale of challenges.