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A graph generator is a tool or algorithm designed to create graphs—mathematical structures consisting of nodes (vertices) and edges (connections). Graph generators are widely used in computer science, network analysis, machine learning, and visualization applications. They help model complex systems such as social networks, transportation systems, biological pathways, and web structures.