Others
- Robert Burton, Sr., printing industry executive
- Robert Burton (statesman) (1747–1825), American farmer
- Robert T. Burton (1821–1907), Canadian religious leader
- Bob Burton (journalist), Australian freelance journalist and public relations analyst
- Bob Burton, Jr. (born 1985), American speedcuber
- Robert Burton (actor) (born 1946), American actor, teacher, and writer
- Robert A. Burton, American physician, novelist, nonfiction author and columnist
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