 Born in Douglas, Isle of Man the son of John J. Capper he was raised in Upper Clapton in London until his family moved to Edinburgh when Stewart was nine years old.The family lived at 1 Beaufort Road in the Grange district.Stewart, and his two brothers, were educated at the Royal High School, where he was dux for the academic year 1874/5.