Non-covalent binding of a ligand to a protein is often quantified by a single number using docking software from a top scoring pose and this is not sufficient. This is one of many quantities that can be used to quantify the protein-ligand interaction. Docking calculations are generally much more informative and can provide detailed information about the different binding modes, stability of these modes, atomic level interactions and individual contributions from different types of interactions and atoms. Distributional analysis of docking calculations from random initial ligand conformations, which is not typically used, is presented in this work. All of this information is important in understanding the specifics of molecular binding between small molecules and carbohydrates to proteins and enzymes. Of the multiple docking software tools available, the Cambridge Crystallographic Data Centre GOLD is used in this work . Matlab is primarily used for scripting and analysis of results .