I'm not actually certain that the Civil War era is viewed universally as a barbaric time, or that slavery is universally viewed as a black mark in American History. There is still plenty of popular music and subcultures that look on those times positively, perhaps even fondly. In some sense the culture behind the civil war is still very strong in America, and whether or not it was bad is still heavily debated.