Charted at #1 in April 1921. Also #11 for Isham Jones during the same month and #12 for Lewis James and Elizabeth Spencer in June 1921. First introduced in the 1919 musical, \"Zip Goes a Million\" which was a flop. It was re-used in the musical \"Sally\" where it became popular as sung by Marilyn Miller. It later became a Judy Garland favorite, and she sang it in the movie \"Till the Clouds Roll By\" in which she played Marilyn. Written by Jerome Kern & Buddy DeSylva. The other side of the record is \"I'm Gonna Do It If I Like It\".