Cleveland is a city in Bolivar County, Mississippi, United States. The population was 12,334 as of the 2010 census. Cleveland has a fairly large commercial economy, with numerous restaurants, stores, and services along U.S. Highway 61. Cleveland is one of the two county seats (the other being Rosedale) of Bolivar County, which was named for the South American liberator Simon Bolivar.

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