Patoka Township is one of nine townships in Crawford County, Indiana, United States. As of the 2020 census, its population was 1,620 and it contained 1,585 housing units. According to the 2010 census, the township has a total area of 45.65 square miles, of which 43.65 square miles is land and 2 square miles is water.