Columbus Circle is one of the richest area in Manhattan. It has three Michelin 3-star restaurant, some high end store/hotel and luxury residential building.
Columbia is located in Harlem area. Actually west side of Columbia is not that bad (most student dorm and professor apartment are there) but east side is a famous African american area.