grade A minus. View Full Report Card. Prospect Park is a suburb of New York City with a population of 6,299. Prospect Park is in Passaic County. Living in Prospect Park offers residents a dense suburban feel and most residents rent their homes. In Prospect Park there are a lot of parks. Many families live in Prospect Park and …