Matplotlib enables researchers to visualize complex datasets related to catalytic processes. This includes plotting reaction rates, activation energies, conversion efficiencies, and other key parameters. Visualization aids in understanding trends, anomalies, and correlations that may not be immediately apparent from raw data.