From the Independent Voter Project. Based on primary voters.

Party Registration Statistics
Total Registered Voters: 17,485,702
Democrats: 8,133,683 (46.52%)
Republicans: 6,601,189 (37.75%)
Unaffiliated: 2,750,830 (15.73%)