Plainview is an unincorporated community and census-designated place in Cleona and Hickory Grove Townships, Scott County, Iowa, United States. As of the 2020 census, Plainview had a population of 19. Plainview is located along Iowa Highway 130 5.7 miles (9.2 km) north of Walcott.