Eileen Anderson (October 18, 1928 – November 3, 2021) was an American politician who served as Mayor of Honolulu, Hawaii from 1981 to 1985. She was the first woman to hold the office. A Democrat, Anderson served in various positions in the city and county and the state. She was the first Hawaii State Director of Budget and Finance.