For my bachelor’s thesis, I’ve worked on automatically recognizing body activities using smartphone- and smartwatch-sensors and machine learning. If you can read German and are interested in the topic, please feel free to read the whole thesis, which was graded 1.0. To achieve my goal, besides developing the method itself, I’ve had to record movement data from ten subjects for ten activities each to evaluate the method. The complete anonymized dataset is available for download. It is encoded using the protobuf schema found in the archive.