Having presented several illustrative examples of how SPPs can be useful, we collated the pair distribution data and the corresponding SPPs for all 3,388 atomic pairs found to coexist in structures reported in ICSD and made it freely available. While we used ICSD as a reference set, other datasets of reported or simulated structures can be used in the universal approach of using reference atomic environment data to improve the quality of trial structures for DFT calculations. This accelerates access to DFT optimised structures and can result in substantial reduction in cost for highthroughput DFT calculations.