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Graphs are everywhere and data scientists are using graph technology to model the world as they explore complex datasets. Here, Ali Emre Varol unleashes the knowledge graph on a dataset representing the European gas distribution network. He performs exploratory data analysis with GDS 2.0 built-in algorithms to determine the most critical nodes, communities, and shortest paths. Cypher code samples and links to original sources are featured throughout.