Using Python scripts to evaluate MARC record sets for ebooks, the University of Minnesota is able to quickly determine overall record quality and make data-driven choices for metadata source (among OCLC's WorldShare Collection Manager, the Alma Community Zone, and content providers). This presentation will shares evaluation data and discusses its implications