Big data plays a crucial role in catalysis by enabling the analysis of large datasets generated from numerous experiments and simulations. It allows for the identification of trends and correlations that might not be apparent in smaller datasets. Big data analytics helps in the discovery of new catalysts, optimization of reaction conditions, and scaling up of catalytic processes.