Explore the cutting-edge applications of data-driven discovery in petrology and geochemistry through this insightful talk by Simone Runyon from the University of Wyoming. Delve into the world of data petrology, examining various databases and their significance in mineral exploration. Learn about tourmaline's composition and its role as a proxy in geological interpretations. Discover how single mineral compilations contribute to understanding large-scale phenomena like the formation of the supercontinent Rodinia. Investigate the reinterpretation of ore deposits and other geological studies using data-driven approaches. Gain awareness of the challenges faced in this evolving field and its potential to revolutionize our understanding of Earth's geological processes.