Magnolia is a borough in Camden County, in the U.S. state of New Jersey. As of the 2020 United States census, the borough's population was 4,352, an increase of 11 from the 2010 census count of 4,341, which in turn reflected a decline of 68 from the 4,409 counted in the 2000 census.