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NetworkX is a specialized skill that empowers AI coding agents to perform sophisticated graph theory tasks, ranging from simple network construction to complex topological analysis. It enables the creation of directed and undirected graphs, the implementation of standard algorithms like PageRank and community detection, and the visualization of relationships between entities. This skill is essential for projects involving social network analysis, biological pathway modeling, transportation system optimization, and knowledge graph construction, offering seamless integration with the Python data ecosystem including Pandas, NumPy, and Matplotlib.
