Searching for people on the Internet is one of the most frequent search activities. In this paper, we present EvenPers, a system for the event-based exploration of persons and person similarities. We address challenges such as cross-document person name normalization and present a novel approach to calculate person similarities based on their event information. In our demonstration, we show several exploration scenarios illustrating the usefulness of EvenPers and its exciting functionality.