I have a poster of Our Lady of Guadalupe that a friend brought back from Mexico for me. Our Lady has dark hair and skin.
I enlarged the holy card above looking for the Sacred Heart and her hands are very dark. I believe in the link that has “Amazing” in it above, it talks about her image being that of the native Indians, like St. Juan Diego.