Data analysis in catalysis involves the systematic examination of experimental and theoretical data to extract meaningful insights. It includes techniques such as statistical analysis, spectroscopy data interpretation, and kinetic modeling. These methods help researchers understand the behavior of catalysts, identify trends, and correlate the structure and activity of catalytic materials.