With my statistical work completed, I finalized the full report this week. I included cumulative plots, clustering maps, and Monte Carlo simulations to enhance the robustness of the analysis. The report showed that Black individuals were, on average, 7 years younger than White individuals in police shootings. I used both visuals and statistical tests to support this conclusion, making sure each method reinforced the others. In the final discussion, I proposed that systemic bias, economic disparity, and policing patterns could contribute to these differences. I also provided policy recommendations that focused on bias training and community oversight. The report was submitted by the March 7 deadline. It was a comprehensive analysis that highlighted both the human impact and the data-driven patterns behind police shootings in the U.S.