Gephi is an open-source network analysis and visualization software. It is widely used for exploring and understanding graphs and network structures, making it invaluable in various fields, including Catalysis. Gephi enables researchers to analyze complex networks, visualize data relationships, and identify patterns that might be critical for better understanding catalytic processes.