The HathiTrust Digital Library is the largest set of digitized books in the world. Its collection spans over 17 million items and is composed of the combined collections of several major research libraries in the United States. In addition to making a significant amount of its collection freely available online, HathiTrust also provides cloud-based research computing interfaces to sort and analyze its collections for scholarly purposes. As such, the HathiTrust collection presents an extremely rich source of data as well as a versatile set of tools for computational inquiry across the humanities and the social sciences. This workshop provides an overview of the interface for accessing and analyzing the HathiTrust’s data. Participants will learn some basic digital text analysis concepts and have an opportunity to start playing with the HathiTrust data.