This project highlights the critical relationship between substance use and mental health in the US using 2021 NSDUH data. Key findings show opioid use significantly impacts mental health, with the South and Midwest regions having the highest prevalence. Spatial analysis highlights clusters of misuse, offering insights to inform public health strat