Palmersville is a small unincorporated community in northeastern Weakley County, Tennessee.

The United States Census Bureau does not maintain demographic data for Palmersville.

Palmersville is within the 8th Congressional district represented in the U.S. House by Republican David Kustoff.

The United States Census Bureau does not maintain demographic data for Palmersville.

[5] In 1924, the town was devastated by a fire which destroyed all but four buildings leaving only the local bank, the blacksmith shop, and two stores unscathed.