This document discusses structure-activity relationships (SAR) and quantitative structure-activity relationships (QSAR). SAR involves analyzing how changes to a molecule's structure affect its biological activity. QSAR establishes a mathematical relationship between biological activity and a molecule's geometric and chemical characteristics. SAR identifies important functional groups for binding through systematic structural modifications. QSAR analysis can be 2D, considering factors like those in Hansch analysis or Free-Wilson analysis, or 3D, considering steric and electrostatic values as well as hydrogen bonding abilities as in Comparative Molecular Field Analysis or Comparative Molecular Similarity Index Analysis.