Hollywood got its start ca. 1898 when the railroad was extended to that point. The community was named for the holly near the original town site. A post office called Hollywood was established in 1898, and remained in operation until 1974.
- U.S. Geological Survey Geographic Names Information System: Hollywood, Missouri
- "Dunklin County Place Names, 1928–1945 (archived)". The State Historical Society of Missouri. Archived from the original on 24 June 2016. Retrieved 29 September 2016.CS1 maint: BOT: original-url status unknown (link)
- "Post Offices". Jim Forte Postal History. Retrieved 29 September 2016.
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