There are several methods to identify plant constituents after isolation and purification, including determining the compound class using color tests, solubility, Rf value, and spectral characteristics. Complete identification requires measuring melting point, boiling point, optical rotation, and Rf value. The most informative data comes from analyzing spectral characteristics using UV, IR, NMR, and mass spectroscopy. Final confirmation is done by comparing to authentic materials.