Data analysis in catalysis involves several steps:
Data processing - Cleaning and organizing raw data for analysis. Statistical analysis - Applying statistical methods to identify trends and correlations. Modeling - Using mathematical models to describe reaction mechanisms and predict outcomes. Simulation - Computational techniques to simulate catalytic processes and test hypotheses.