As the size of the Cambridge Structural Database (CSD) has just passed one million structures, it seems an appropriate time to look at some of the applications of this ever-growing resource. Whilst the CSD is certainly useful as a central record of past data collections, perhaps the more significant benefits are the insights that can be gained from looking at this mass of data as a whole. In this blog, I’ll show some examples of what can be discovered from statistics generated from the CSD when looking at drug-like compounds. A paper written by CCDC colleagues with researchers from Pfizer and AstraZeneca (Journal of Pharmaceutical Sciences, Volume 108, Issue 5, 2019, Pages 1655-1662, https://doi.org/10.1016/j.xphs.2018.12.011) gives an in-depth statistical analysis of drug compounds in the CSD.