Walter Scott’s death at the hands of a cop captured on video is a nightmarish combination of the killings of other black men by white police from Ferguson to Staten Island and beyond.

Like Eric Garner, who was choked to death for selling illegal cigarettes, Scott’s fatal encounter with Patrolman Michael...