This is the cleaned data for national referee usage beginner 2014 and going through 2025 including summer nationals. The data does not include repachage matches during the 2014-2016 seasons.
Project credit: K. Hone: data streamlining and design M. Tucker Ph.D, data advisor C. Cheney creator, project design Please submit any noticed discrepancies, inconsistancies, or suggestions to C. Cheney