Computer software for use in performing chemical and biochemical computations and database searching and creating related analytical and graphic representations of chemical compounds and associated data, in identifying new compounds, materials and drug lead candidates in the field of molecular scientific research, and in drug discovery research and chemical informatics and bio-informatics