When the FBI releases Uniform Crime Reports statistics each year, it includes a cautionary note advising against comparisons across or rankings of jurisdictions based on crime statistics. 139 Nevertheless, various companies produce rankings of dangerous and safe cities using the same data. What do these companies add to what is otherwise publicly available data? Since these rankings receive media coverage, especially in cities and towns appearing on the lists, how do they shape public perceptions of local police performance?