We assembled a team of a machine learning experience, an infectious disease expert, and IoT expert to develop an integrated public health surveillance system for geographically precise COVID-19 activity using big data such as physical movement data using mobile crowdsource data and near-real-time dynamics of social distancing behavior change in the community via public using Twitter.