Empirical data in catalysis is collected through various experimental techniques. Some common methods include spectroscopy (such as IR, UV-Vis, and NMR), chromatography (like GC and HPLC), and microscopy (such as TEM and SEM). These techniques allow scientists to observe and measure the interaction between catalysts and reactants at molecular and atomic levels.