Understanding how mental health influences mortality is increasingly important for actuaries involved in pricing, reserving, and population risk assessment. This study quantifies the relationship between mental health indicators, socio-economic conditions, and both suicide and all-cause mortality across U.S. counties from 2010 through 2023.