Data plays a critical role in trend analysis. By collecting and analyzing data on catalytic reactions, materials, and processes, researchers can identify patterns and correlations. Advanced techniques like machine learning and big data analytics are increasingly used to handle large datasets, providing deeper insights and more accurate predictions.