Joe Biden: Rumors, Controversy/Scandal. Rumors about changes in vice-presidential candidates have already burst up at times in recent presidential elections. An Internet-circulated rumor claimed that President George W. Bush was planning to dump Dick Cheney and choose a different running mate. Body Measurements: Height, Weight. Joe Biden age 77 stands at the height of 6 feet. He has blue eyes and grey hair.