Acoustic emission data generated during mode I quasi-static and fatigue crack growth in an aluminium-2024-T3/FM94 epoxy/aluminium-2024-T3 adhesive bond. The objective was to investigate when and how crack growth occurs during a single fatigue load cycle. Data includes not only the acoustic emission data, but also applied force and displacement, and the crack length.