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same vertex. Acyclic Graphs (DAGs — Directed Acyclic Graphs): A graph that has no cycles. Directed acyclic graphs are particularly essential in various applications, such as scheduling and dependency resolution. Implementing Graphs in NetworkX Now that we have a foundational understanding of graphs