GraphML is an XML-based file format designed for representing graphs, which can be directed or undirected, and is suitable for use in a wide range of graph-related applications, including network analysis, social network analysis, and data visualization. Key features of GraphML include: 1. **Structure**: GraphML is structured in a way that allows for the representation of nodes, edges, and their associated attributes.

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