The dataset contains Scanning Electron Microscopy (SEM) images of palladium nanoparticles attached on carbon surface in predominantly disordered fashion. A basic code example and metadata files are provided. For description, see the article: D.A. Boiko, E.O. Pentsak, V.A. Cherepanova, V.P. Ananikov, Scientific Data, 2020.