Gun violence persists as a critical issue in the United States, with an alarming number of lives lost every year. The importance of understanding firearm-related fatalities cannot be overstated as they represent not only devastating tragedies for individual families but also a national public health challenge. This issue affects each state differently, as factors such as legislation, socioeconomic conditions, and cultural norms can vary greatly across regions. Observing data on gun death rates per capita allows us to compare the state-by-state impact of this national issue.