http://www.fec.gov/elections.html has a link to Federal Elections 2000 (2000 primary, runoff primary (if any) and general election data for U.S.A. offices). It notes incumbents. Note the small percentage of the total general election voters that nominate candidates in the primaries when there is an open seat (no incumbent running).