Chemical databases are very heterogeneous in terms of size, types of information, and organization. This means that the information stored in them on the properties of the substances is not the same, nor repeatable from one library to another due to the type of format in which the data is filed. This causes researchers to follow different guidelines or workflows in the design of chemical libraries, for which there are multiple facets in their scope of interpretation, analysis, and application in different computational studies .