A song to be used in discussing the value of visualizations in telling a data story along with the importance of using "clean" data in doing so. The lyrics were written by Dennis K Pearl from Penn State University in July, 2022. May be sung to the tune of "Maxwell's Silver Hammer" written by Paul McCartney and released by the Beatles in 1969.