Catalysis research often involves understanding complex relationships and interactions between various chemical species, catalysts, and reaction conditions. Cytoscape helps in visualizing these intricate networks, making it easier to interpret and analyze data. It enables researchers to map out reaction pathways, identify key intermediates, and understand the network of interactions that govern catalytic processes.