This record contains the public data files and analysis code associated with the article “Skeletal Structure and Makeup Effects in Facial Attractiveness Judgments,” accepted for publication in Perception. The files include anonymized attractiveness rating data, derived facial-shape measures, a codebook, a README file, and an R script for reproducing the main analyses. The original face photographs were obtained from the Chicago Face Database (CFD) and are subject to its data-use agreement. Therefore, the original images, rendered stimulus images, 3D meshes, raw landmark coordinates, and identifiers linking the derived measures to the original CFD model IDs are not redistributed.