Data interpretation in catalysis involves analyzing complex datasets generated from catalytic reactions to derive meaningful insights. This analysis helps in understanding the efficiency, mechanism, and optimization of catalytic processes. The data can come from various sources such as spectroscopic techniques, kinetic studies, and computational simulations.