Sugar Bogue is a stream in the U.S. state of Mississippi. It is a tributary to Coffee Bogue.

Sugar Bogue is a name corrupted from the Choctaw language and purported to have the original meaning "hog creek". A variant name is "Sugar Bogue Creek".

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