In our latest analysis of the police shooting dataset, we focused on understanding the age distribution among different races of individuals involved in shooting incidents. We formulated a null hypothesis stating there is no significant age difference between individuals of different races shot by police. Conversely, our alternative hypothesis proposed that such a difference does exist. Through statistical testing, we sought to determine whether the observed data could reject the null hypothesis and support the alternative, thereby providing insights into demographic disparities within these critical incidents.