Mount Pleasant Township, Whiteside County, Illinois  Mount Pleasant Township is located in Whiteside County, Illinois. As of the 2010 census, its population was 4,939 and it contained 2,176 housing units. According to the 2010 census, the township has a total area of , of which (or 99.89%) is land and (or 0.08%) is water.