In this setting, we conduct multiple **data** generation runs in the SAPs R/3 on HANA ERP system together with ERPsim R11.2 with a group of 5 research participants. We let the group play the game twice, obtaining a run of exclusively normal operation (normal 1) as well as a run that has fraudulent activities incorporated next to normal business processes (fraud 1). To obtain differing company characteristics such as varying business strategies and user behavior, we additionally select a second group of participants to generate data. Our second group of participants generate one run of normal operation (normal 2) and two individual runs containing different fraud cases (fraud 2, 3), resulting in 3 datasets, each simulating one financial year.