The lineshape itself is representative of the electron density distribution surrounding nuclei, such that the quadrupolar tensor elements are indicative of the detailed interplay of local atomic coordinates and provide a complementary measurement of small perturbations to local environments, especially when it is hard to distinguish different sites based on isotropic chemical shift. Thus, the development of a machine learning method for C Q prediction can be highly informative for NMR crystallography studies.