How can I plot complex bipartite graph?

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I need to represent a bi-partite graph in a Granger-causal analysis. Hence I need to plot nodes with labels and vertices, displayed into two separate layers, something similar to the figure attached. I have tried with "gplot", but I was looking for something more elaborated.

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