In this note, we describe an algorithm, developed in Carlson, Shan, and Warusawitharana (2013), to match banks that are geographically close and are similar in size and business model. Concurrently, we also release a data set of matched banks obtained from applying this algorithm from 1998 to 2014, as well as some of the associated computer programs.