This Cleveland Plain Dealer article explains how Ohio measures party membership. Ohio voter registration forms do not ask about party affiliation. But when voters choose a primary ballot, a record is kept, and the number of voters who choose each party’s primary ballot is somewhat of a stand-in for party registration data.
Illinois does the same thing
One more PURGE list.
ZERO learned from 1930s PURGES in nazi Germany and commie USSR regimes.