This document describes a methodology for mining reference transaction data to aid in reference, instruction, outreach, and collection development activities. The methodology involves librarians recording data from reference interviews, cleaning the data, classifying questions by subject, and collating the data into spreadsheets and reports. This process has led to the creation of subject guides, targeted library instruction, and informed collection development decisions at their university library.