During my studies at the Fuqua School of Business at Duke University, my team and I completed a short project evaluating criminal patterns in the city of Chicago. Using five years of data from the Chicago Police Department plus data from the United States Sentencing Commission (USSC), we ran a detailed analysis in R to recommend the most efficient allocation of the Chicago PD's personnel resources to Chicago districts based on crime intensity and frequency. Our report includes a comprehensive plot of the suggested geographical location of all police units by latitude and longitude. Enjoy!