Whitleyville is an unincorporated rural village in Jackson County, Tennessee, United States.

Whitleyville is located on Jennings Creek, a tributary of the Cumberland River, and is concentrated along State Routes 56 and 135 6.2 miles (10.0 km) north of Gainesboro.

[2] Whitleyville has a small bank branch office, and a post office serving ZIP code 38588,[3] as well as several scattered residences separated by farm fields and open grassland.

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