High Quality Content by WIKIPEDIA articles! Rainy Day Books is an independent bookstore in Fairway, Kansas, a wealthy suburb of Kansas City, Missouri, and one of the leading independent bookstores in the United States. It was founded on November 4, 1975 and is owned and operated by Vivien Jennings.