Frank Johnson was born in Chicago on November 7, 1912. During the 1940s, he worked as a shipping clerk. Johnson married in 1968 after meeting his future wife, Kay, at the Paragon Ballroom on Lawrence Avenue. They lived on the North Side of Chicago until his death in 1979.