Highland Park – 3.42-square-mile neighborhood. In 2008, the city estimated that the population had increased to 60,841. Highland Park is a public transportation hub which is well connected to light rail and bus services. Highland Park sits within the Northeast Los Angeles region along with Mount Washington, Cypress Park, Glassell Park, and Eagle Rock. Some amazing Bungalows!