In catalysis, several types of data are critical. These include reaction rates, conversion rates, selectivity, yield, catalyst lifetime, and deactivation mechanisms. Additionally, structural data of catalysts obtained from techniques like X-ray diffraction, electron microscopy, and spectroscopy are crucial for understanding the catalyst's nature and behavior.