Chemical space can be defined as an M-dimensional cartesian space, each of the dimensions encoding a molecular descriptor of a set of molecules. The number of descriptors describes the number of dimensions that make up this chemical space and the type or nature of the descriptors define the specific type of chemical space (e.g., property-based, fingerprint-based chemical space). The chemical multiverse concept is a natural extension of the chemical space and it can be defined as a group of alternative chemical spaces of a set of molecules, each defined by a different set of molecular descriptors. In this study, the chemical space visualization was done using the fingerprints, Morgan2 (1024-bit), Morgan3