This is an audio version of a Rip Out: Data Visualization in Medical Education series article from the February 2026 issue of JGME, "Design Your Data to Speak: Visualization Tweaks for Maximum Impact" by Jasmine R. Marcelin, MD, Kelly A. Cawcutt, MD, MS, and Andrea N. Leep Hunderfund, MD, MHPE.