Clinton (village), Rock County, Wisconsin. Clinton is a village in Rock County in the U.S. state of Wisconsin. The population was 2,154 at the 2010 census. The village is located within the town of Clinton. The Norwegian-American settlement of Jefferson Prairie Settlement was located near the village.