Theory is developed to enable the density matrix results of CNDO self-consistent field molecular orbital calculations to be correlated with chemists' ideas of ‘valency.’ Both the valencies of atoms and the anisotropy of an atom in a given environment are derived quantitatively. Examples chosen from carbon, nitrogen, and borane chemistry yield results which are gratifyingly consistent with the chemistry of the system.