is melrose park cook county
Melrose Park, Illinois. Homefacts City Report. Melrose Park is located in Cook County, IL. The population is 25,681. There are 6 public schools in Melrose Park with an average Homefacts rating of C. The total crime rate for Melrose Park is moderate, and there are 32 registered sex offenders residing in the city.