Elysian Park is a neighborhood in Central Los Angeles, California. It is a predominantly low-income community, and has a population of more than 2,600 people. A city park, Elysian Park, and Dodger Stadium are within the neighborhood, as are an all-boys Catholic high school and an elementary school.