In the internal Novartis compound databases, a set of ~3000 chemical series has been retrospectively reconstructed. Using the registration dates of the compounds, the evolution over time of structural properties, ADMET and target activities during optimization of the compounds has been analyzed, which revealed multiple trends. Furthermore, general properties of the chemical series and their inter-relations are investigated