Raw data for: Feiner, Z.S., C.J. Foley, et al. Species identity matters when interpreting trophic markers in aquatic food webs. PLOS ONE. Diet content, stable isotope, and fatty acid data for individual fishes collected from nearshore Lake Michigan.