In 2006 , 84,437 people lived in Norwalk , making it the third largest city in Fairfield County and the sixth largest city in Connecticut . According to the 2010 U.S. Census , the population of the city is 85,603 , making it the sixth largest city in Connecticut , and the third largest in Fairfield County .