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The population of Ashland, Wisconsin was 21,360 according to the 2020 Census. This is a decrease of 1,251 from the 2010 census, when the population was 22,611. The city's population has been declining since the 1960s, when it peaked at 31,196. The city's population is projected to continue to decline in the coming years.