Walnut Grove is an unincorporated community and census-designated place (CDP) in Hardin County, Tennessee.

Walnut Grove is located on Tennessee State Route 69, north of the Alabama border.

As of the 2020 census, its population was 359,[3] down from 396 at 2010.

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