Burrell is a surname. Notable people with the surname include:
Anne Burrell, American celebrity chef
Bill Burrell (died 1998), American football player
Boz Burrell, musician
Daisy Burrell, English actress
Dave Burrell (born 1940), American jazz instrumentalist
Dawn Burrell (born 1973), American long jumper
Ervin Burrell, character from TV show: The Wire
Ezra A. Burrell, Republican politician from Idaho
Gibson Burrell (born 1948), British organizational theorist and professor
Henry Burrell, (1873–1945) Australian naturalist
Sir Henry Burrell, Royal Australian Navy admiral
Jeremiah Burrell, American lawyer
Kenny Burrell (born 1931), American jazz guitarist
Kim Burrell, gospel singer
Leroy Burrell, American athlete
Luther Burrell (born 1987), English rugby union player
Martin Burrell (1858–1938), Canadian politician
Ode Burrell (born 1939), American football player
Orville Richard Burrell, better known as Shaggy, a reggae musician
Parker Burrell (born 1939), politician in Manitoba, Canada
Pat Burrell, baseball player
Paul Burrell, butler to Diana, Princess of Wales
Percy Jewett Burrell (1877–1964), American author and director of historical and civic pageants
Peter Drummond-Burrell, 22nd Baron Willoughby de Eresby
Philip "Fatis" Burrell, Jamaican record producer
Roy A. Burrell (born 1952), American politician
Sandy Burrell (born 1955), Scottish football player
Scott Burrell (born 1971), American professional basketball player
Stanley Kirk Burrell, better known as MC Hammer, American rapper
Ty Burrell (born 1967), American film and television actor
Sir William Burrell, Scottish shipping magnate and art collector