Demand for greater transparency into COVID-19 data is growing daily, and the fluid nature of public health reporting creates significant challenges to informed local decision-making. Communities are simultaneously overwhelmed with data and lacking both timely information and critical insights that can ensure optimal decisions around re-opening.