US passport holder here, IME skin tone and country of origin has as much to do with it. I've had equal pleasant and unprofessional instances with USCIS while traveling alone, with a greencard holder, or with children. I've literally had agents be pleasant to families in front of us while being unpleasant to us when it was our turn at their desk.