Featuring coverage on a range of big data technologies, such as data collection, data cleaning, data visualization, deep learning, predictive analysis, NLP, GIS, social media analysis, image recognition, voice recognition, and motion recognition, this publication provides concrete examples and cases of usages of data-driven projects in COVID-19.