While in South Africa, Connolly took an interest in minerals and then started observing snails in the field.
Connolly married Muriel Maud Vernon, daughter of Colonel Edward Vernon, J.P., D.L., of Clontarf Castle, Co. Dublin (1838-1913), whom he met while serving in Ireland.