networkx
K-Dense-AI/scientific-agent-skills
NetworkX is a powerful Python library designed for creating, manipulating, and analyzing complex graph and network structures. It supports core graph algorithms such as finding shortest paths, calculating centrality measures (e.g., PageRank, Betweenness), detecting communities, and generating various synthetic network models. It is indispensable for fields like social network analysis, bioinformatics, and transportation system modeling.