This would be Little Hollywood, possibly San Francisco's smallest and least-known neighborhood. Little Hollywood, less than a square mile in area and with a population of just under 1,000 people, is tucked between Bayshore Boulevard and the Bayshore Freeway, on the southeastern edge of the city.