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Edges representing relationships or interactions between nodes, for example forces in a physics system or friendships in a network; Global Context representing graph-level information, for example ...
The other benefit of physics simulation is the ability to place objects into a scene in a natural way. I first remember seeing 3D visualisers do this when visualising food items on a chopping board.