This work was supported by the German Ministry for Education and Research and the European Union to develop Resense, a framework that allows researchers to transparently emulate sensors and replay recorded sensor data from Internet of Things (IoT) experiments. Resense provides an easy-to-use software and graphical user interface to set up and execute repeatable IoT experiments involving heterogeneous sensors on a testbed of Raspberry Pis. The paper demonstrates Resense by replaying real-world sensor data from a sports analytics application.