Pembroke Park is a town in Broward County, Florida, United States. The town took its name from its location along Pembroke Road. As of the 2010 census, the population was 6,102. It is part of the South Florida metropolitan area, which was home to 5,564,635 people at the 2010 census. Almost one-half of its residents live in mobile homes.