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Bud Swanson is Joe Swanson's father. When the guys try to reunite the two in "Papa Has A Rollin' Son", Joe reveals that their estrangement comes from Bud's dislike of disabled people. To help Joe out, Peter volunteers to pose as Joe.

Bud is voiced by Ed O'Neill.