This workshop provided a practical overview of methods to link college transcript records to labor market data. Such datasets allow for longitudinal analysis of all college students within a state or system as they progress through college and enter the labor market. While they are very useful for answering a variety of research questions, they also pose a variety of research challenges. This workshop provided detailed explanations of how to create these datasets and specified key practical and empirical challenges in compiling and using them. Using a limited sample dataset, participants were given the opportunity for hands-on practice in working with these types of data.