EventDetectR is an R-package for detecting/classifiying events in time-series data. It aims to combine multiple well-known R-packages like the forecast package to deliver an easily configurable tool for event detection. The EventDetectGUI package is a graphical user interface, created to make the access and use of the EventDetectR package even easier.