| Olive | United States slapstick comedian who played the pompous and overbearing member of the Laurel and Hardy duo who made many films (1892-1957) |
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| Olive | United States commodore who led the fleet that defeated the British on Lake Erie during the War of 1812 |
| Olive | English physicist and electrical engineer who helped develop telegraphic and telephonic communications |
| Olive | United States filmmaker (born in 1946) |
| Olive | United States writer of humorous essays (1809-1894) |
| Olive | United States jurist noted for his liberal opinions (1841-1935) |