Bogue Flower is a stream in the U.S. state of Mississippi. It is a tributary to Tallahatta Creek.

Bogue Flower is a name derived from the Choctaw language meaning "long creek" (the element "flower" in this context is a corruption of an Indian word). A variant name is "Bogue Flower Creek".

During the Meridian campaign in February 1864, General William Sherman camped alongside Bogue Flower.

The Bogue Flower Boys is a bluegrass group from Suqualena, Mississippi.

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