Williams tells Grace that Voodoo started as a reaction by slaves to their Catholic masters. In actuality, it is a blending of the ancient religious beliefs and practices of the central and west African peoples that brought them to America.
Chasing Williams down an otherwise empty street, despite plenty of space to run around the only other person present, Garner appears to make a point of running straight for the guy to push him out of the way.