1. I haven’t seen my uncle since I was a child, because he isn’t in contact with my parents. He’s the black sheep of the family.
2. All the girls in that family except Mary grew up to become respected members of the community. She was the black sheep of the family.

The expression probably originates from the fact that most sheep are white and only the very different ones are black.