I began closely examining the data and searching for correlations between various factors. By using numerical statistics, I generated preliminary hypotheses about how certain elements such as signs of mental illness, threat levels, and attempts to flee might influence the outcomes of police interactions. These initial ideas serve as a foundation for conducting more in-depth analyses in the upcoming weeks.

It’s akin to constructing a roadmap to comprehend the intricate relationships among different aspects of these incidents. As we uncover more connections and patterns, it aids us in assembling a clearer picture of the dynamics at play in police encounters. The overarching goal is to explore and make sense of the data, allowing us to gain deeper insights into the factors that shape the outcomes of these situations.