“…Repeat victimization has theoretically been explained by individual risk factors such as biological aspects (e.g., gender, physical vulnerability), risky lifestyles, (e.g., staying out late drinking), and occupation (e.g., working nightshifts) (Nagin & Paternoster, 2000). Furthermore, previous victimization experiences may lead to psychological distress, risky lifestyles, and substance use, which may increase the risk of repeat victimization (Gong, Kamboj, et al, 2019;López-Martínez et al, 2018;Rancher et al, 2019). Previous studies employing a text mining approach to police data identified individuals or incidents of interest by using custom-made dictionaries containing words related to these risk factors (Elzinga et al, 2010;Haleem et al, 2019;Karystianis et al, 2018Karystianis et al, , 2019Karystianis et al, , 2020Poelmans et al, 2010).…”