Elmwood Park is a village in Cook County, Illinois, United States. The population was 24,521 at the 2020 census. The community has long …Elmwood Park is a village in Cook County, Illinois, United States. The population was 24,521 at the 2020 census. The community has long maintained a large Italian American population, with a more recent influx of Hispanic and Latino Americans.