High Quality Content by WIKIPEDIA articles! High Quality Content by WIKIPEDIA articles! Madison Township is one of the seventeen townships of Hancock County, Ohio, United States. The 2000 census found 2,156 people in the township. The village of Arlington is located in northern Madison Township, and the unincorporated community of Williamstown lies in the southern part of the township. It is one of twenty Madison Townships statewide.