The city was named after Hollywood, California, which was a popular destination at the time. Hollywood is home to the world-famous Hollywood Beach Boardwalk, a 2.5-mile promenade that runs along the Atlantic Ocean. Hollywood is known for its diverse cultural influences, including Latin, Caribbean, and European.