UmpScores uses numerous publicly available data sources to populate its models, perform analysis, and generate home plate umpire statistics and ratings.  Data Sources include Baseball Savant, MLB, MLB Media Guide, DonBest, Baseball Theater, Statfox, and Close Call Sports