Dayton is a city located in Columbia County, Washington. Dayton has a 2026 population of 2,471. It is also the county seat of Columbia County. Dayton is currently declining at a rate of -0.88% annually but its population has increased by 0.94% since the most recent census, which recorded a population of 2,448 in 2020.