Fanwood is a borough in Union County, New Jersey, United States. As of the United States 2000 Census, the borough population was 7,174. Fanwood was incorporated as a borough by an Act of the New Jersey Legislature on October 2, 1895, from portions of Fanwood Township (now known as Scotch Plains), based on the results of a referendum held the previous day.