Party preferences more polarized by race and ethnicity under Obama. PRINCETON, NJ -- Whites and nonwhites have long shown differing political party preferences, with nonwhites widely favoring the Democratic Party and whites typically favoring the Republican Party by at least a small margin. In recent years, however, the margins in favor of the Republican Party among whites have been some of the largest.