Complex sentence: Since 2000 the white majority has supported the Republican Party, which has majorities in both houses of the legislature, and more recently, control of all statewide elective offices.
Split into simpler sentences: Since 2000 the white majority has supported the Republican Party. It has majorities in both houses of the legislature, and more recently, control of all statewide elective offices.