- Alain Tanner , Swiss film-maker
- Adam Tanner ( Tannerus ), Austrian Jesuit mathematician and philosopher
- Beatrice Stella Tanner , the British actress Mrs Patrick Campbell
- Charles Albert Tanner , Canadian politician
- Chuck Tanner , American baseball manager
- D.J. Tanner , fictional character from '' Full House ''
- Danny Tanner , fictional character from '' Full House ''
- Elaine Tanner , Canadian swimmer
- Elsie Tanner , fictional character from '' Coronation Street ''
- Evan Tanner , Ultimate Fighting Championship champion
- Erin Tanner , American singer
- Gid Tanner , American fiddler
- Halle Tanner Dillion Johnson , American physician
- Haydn Tanner , Welsh rugby player
- Henry Ossawa Tanner , American painter
- Henry Schenck Tanner , American cartographers
- Holly Cook-Tanner , American figure skater
- James Mourilyan Tanner , a British pediatrician
- Jerald And Sandra Tanner , American critics of Church Of Jesus Christ Of Latter-Day Saints
- John Tanner , one of several people including
- --- John Tanner , U.S. Representative from Tennessee
- --- John Tanner - (c. 1780–1846), European who was raised and lived as a Native American
- --- John Tanner , a character from Bernard Shaw's '' Man And Superman ''
- --- John Riley Tanner , American politician, former governor of Illinois
- --- John S. Tanner , a politician from the state of Tennessee
- Joseph R. Tanner , American astronaut
- Libby Tanner , Australian actress
- Lindsay Tanner , Australian politician
- Marcus Tanner , historian
- Marion Tanner , the actress Marion Marshall
- Matthias Tanner , German Jesuit
- Michelle Tanner , fictional character from '' Full House ''
- Myra Tanner Weiss , American Trotskyist
- Nathan Eldon Tanner , Canadian Church Of Jesus Christ Of Latter-Day Saints leader
- Nick Tanner , British comedian
- Paul Tanner , American musician
- Norman Tanner , Church historian
- Ray Tanner , American baseball coach
- Robin Tanner , British artist
- Roscoe Tanner , American tennis player
- Simon The Tanner , Coptic saint
- Stephanie Tanner , fictional character from '' Full House ''
- Thomas Tanner , one of several people including
- --- Thomas Tanner (bishop) , English bishop and antiquary
- --- Thomas Tanner (writer) , English clergyman and writer
- Twila Tanner , reality television contestant
- Väinö Tanner , renowned Finnish politician
- William Cunningham Deane-Tanner , the American film director William Desmond Taylor
- Zorica Pantic-Tanner , engineer
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