Being ugly helps you being victim (unless very ugly) and crime perpetrator (worse employment, more arrests, more illegal jobs); very unattractive persons are less victimized

"Ugly" Criminals and "Ugly" Victims. Brent Teasdale and Bonnie Berry. In Appearance Bias and Crime. Bonnie Berry (Ed.). Cambridge Univ Press, Mar 2019.

Conclusions, p57: