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Graph and its representations A Graph can be a non-linear data composition consisting of vertices and edges. The vertices are sometimes also generally known as nodes and the edges are traces or arcs that connect any two nodes while in the graph.If there are actually one or more paths amongst two nodes inside of a graph, the distance amongst these n