A dataset created as part of a combination DFT-ML approach to study three alkali metals (K, Li, Na) in model carbon systems at a range of densities and degrees of disorder. The purpose of the study was to investigate the properties of alkali metals in hard (non-graphitising) and nanoporous carbons as potential anode materials for battery technology.