Born at Knaresborough, Yorkshire, on 16 October 1788, he was the youngest of the four children of Ely Hargrove, by his second wife.
After the expiration of his articles Hargrove returned to Knaresborough, but in 1813 he purchased, with two partners, the York Herald, then a weekly newspaper.