Wilkes-Barre Township, Luzerne County, Pennsylvania. Wilkes-Barre Township is a township with home rule status in Luzerne County, Pennsylvania, United States. It is adjacent to the city of Wilkes-Barre. The population of the township was 2,967 at the 2010 census. Contents.