Joseph Rankin (September 25, 1833 – January 24, 1886) was an American businessman and Democratic politician. He was elected to two terms as U.S. Representative for Wisconsin's 5th congressional district, but died during his second term. Earlier in his career, he served 11 years in the Wisconsin Legislature, representing Manitowoc County, and was chairman of the Democratic Party of Wisconsin.