Their primary opponents , the National Republican Party , were coalescing and unifying as the Whig Party , reducing the influence of single-issue parties , the Anti-Masonic Party ( an anti-Masonry movement ) and the Nullifier Party ( a John C. Calhoun -led states ' rights party that supported South Carolina during the Nullification Crisis in 1832 and 1833 ) .