ChemGPS-NP is a principal component analysis (PCA) based global space map or a chemical global positioning system. ChemGPS-NP has eight principal components (dimensions) describing physical-chemical properties for a reference set of compounds. The basic interpretation of the first four dimensions of ChemGPS-NP is: Size increases in the positive direction of principal component one (PC1);