[4] Astaire's 1935 recording with the Leo Reisman Orchestra was inducted into the Grammy Hall of Fame in 2000.

15 on AFI's 100 Years...100 Songs survey of top tunes in American cinema.

On June 26, 1935, Fred and Leo Reisman, along with his Orchestra, got to work at ARC (parent company of Brunswick Records at the time) Studios in New York City.

Both singles were released in August, and then at the end of the month, "Top Hat" premiered.

Fred topped his career high of ten weeks for "Night And Day".