Data from various laboratory instruments such as Gas and Liquid Chromatography and spectroscopic techniques such as FTIR, NIR, Raman, UV, Fluorescence, Mass Spectrometry and more are analysed with extra insights to extract the optimum outcomes from these analytical systems.