C19: from South African Dutch, formed on the model of Hollander
Word Origin and History for Afrikander
n.
1822, "South African native of Dutch descent," from Dutch Afrikaner "African," with intrusive -d- on analogy of Hollander, Englander, etc. (Afrikaner is attested from 1824).