Data analysis is crucial in catalysis because it helps in identifying key parameters that influence catalytic performance. It allows researchers to derive meaningful insights from complex datasets, which can lead to the discovery of new catalytic materials, improved reaction conditions, and enhanced understanding of catalytic processes.