While competing narratives have taken shape in American society little is known as to how officers choose to use force in situations and if there is any racial or gender bias during police encounters that amount in heightened levels of force used. To study this subject more meticulously I analyze citizen complaint outcomes for police use of force from two cities: Indianapolis and New Orleans. Analyzing citizen complaint data from these two cities serves several purposes.