Summary: Thousands of hydrocarbon compounds naturally occur in produced oil and oil extracted from core or cutting samples, these compounds carry a tremendous amount of information on reservoir properties and subsurface fluid flow. A unique geochemical data-driven method is introduced that reveals both static reservoir characteristics such as permeability and oil …