In an independent study, Naveja et al. showed that constellation plots are a suitable option to visualize in low dimensions the chemical space of compound data sets through the combination of molecular fingerprints with molecular scaffolds to represent chemical compounds and analog series. The plots can be the basis to map and explore SP(A)Rs . Constellation plots have been used to explore the SAR of tubulin inhibitors using cell-based inhibition data .