Thomas Thiery – May 26, 2023 Thanks to Caspar, Mike, Michael, Pari and Barnabé for helpful comments on the draft. A special mention to Sam and Andrew for helping me access the data from nodes set up by the EF! Table of Contents Introduction Assessing Perturbations in the Peer-to-Peer Network The Impact of Finality Incidents on User Experience Conclusion