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Contributing to the toolbox for interpreting election results, we evaluatethe robustness of election winners to random noise. We compare the robustnessof different voting rules and evaluate the robustness of real-world electionwinners from the Formula 1 World Championship and some variant of politicalelections. We find many instances of elections that have very non-robustwinners and numerous delicate robustness patterns that cannot be identifiedusing classical and simpler approaches.

A Quantitative and Qualitative Analysis of the Robustness of (Real-World) Election Winners