Rock Spring is an unincorporated community and census-designated place located in northwest Georgia, United States, approximately 14 mi south of Chattanooga, Tennessee. It is in Walker County which resides in Georgia's 14th congressional district. Rock Spring is included in the Chattanooga, TN-GA Metropolitan Statistical Area.

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