Chaney was born on Jan. 21, 1932, in Jacksonville, Florida. He lived in a neighborhood there called Black Bottom, where, he said, flooding rains would bring in rats. When he was in the ninth grade, his family moved to Philadelphia, where his stepfather got a job at a shipyard.