Analytical data is vital for assessing the success of a catalytic reaction. This includes yields, selectivity, and conversion rates. Techniques such as Gas Chromatography (GC), High-Performance Liquid Chromatography (HPLC), and spectroscopy should be used to obtain this data, and the results should be thoroughly documented.