You can assume higher density has "more crime" because the increase in people means if you want to keep the same absolute rate of crimes (which is the only thing people ever notice--every violent or sexual crime will be repeated in the news), you have to correspondingly increase the efficiency of crime-fighting, and American police aren't up to the task, even if they were motivated to do so.