Franklin Township is a township in Columbia County, Pennsylvania. It is part of Northeastern Pennsylvania. The population was 552 at the 2020 census. The Parr's Mill Covered Bridge No. 10, Riegel Covered Bridge No. 6, and Rohrbach Covered Bridge No. 24 was listed on the National Register of Historic Places in 1979.