Addison Township is one of fourteen townships in Shelby County, Indiana. As of the 2010 census, its population was 20,585 and it contained 9,237 housing units.It was first created in 1821 as a result of the Delaware New Purchase and named after the first governor of Kentucky, Isaac Shelby.