 His father, William Johnston (1829–1902), was an Irish politician, a member of parliament from South Belfast, and a member of the Orange Order.His maternal grandfather was Sir John Hay, 5th baronet of Haystoun.Charles Johnston studied at Derby, England and Dublin University becoming interested in Oriental Studies, and learned Sanskrit, Russian and German.