Pineville, Louisiana. Pineville is a city in Rapides Parish, Louisiana, United States. It is adjacent to the city of Alexandria, and is part of that city's Metropolitan Statistical Area. The population was 14,555 at the 2010 census. It had been 13,829 in 2000; population hence grew by 5 percent over the preceding decade.