Atlanta is an unincorporated community in Columbia County, Arkansas, United States, at an elevation of 262 feet (80 m).

Highway 98 passes south through Atlanta before turning west to Emerson.

Atlanta is also known as "Doolyville" due to the large Dooly family living there.

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