Walnut Hill is a neighborhood in the West Philadelphia section of Philadelphia, Pennsylvania, United States. It is located between 45th Street and 52nd Street, bounded by Market Street and Spruce Street. Most of the neighborhood is in the northwestern part of the University City District. It is located north of the neighborhoods of Garden Court and Spruce Hill. Walnut Hill is a racially mixed neighborhood with a large seasonal student population.