 David Allen Clarke was born in Baltimore, Maryland, on October 13, 1943, to Allen Joseph Clarke and Ophia Carroll Clarke.After his father died while he was an infant, his mother and he moved to Southwest, Washington, D.C. 

Clarke's mother worked as a clerk at the United States Department of Agriculture.They later moved to the neighborhood of Shaw.