Gun violence, particularly mass shootings and firearm-related deaths is a persistent issue in the United States and globally. Despite ongoing debates regarding gun control and public safety, policymakers often struggle to implement effective solutions due to a lack of comprehensive, data-driven insights, or opposing political polarisation. This project aims to leverage statistical data analysis and predictive modelling to identify key factors contributing to gun violence.