Bipartite graph in NetworkX

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You could do something like this, to draw nodes from each partition at a particular x coordinate:

X, Y = bipartite.sets(B)
pos = dict()
pos.update( (n, (1, i)) for i, n in enumerate(X) ) # put nodes from X at x=1
pos.update( (n, (2, i)) for i, n in enumerate(Y) ) # put nodes from Y at x=2
nx.draw(B, pos=pos)
plt.show()

bipartite-graph

The key is creating the dict for the the nx.draw pos parameter, which is:

A dictionary with nodes as keys and positions as values.

See the docs.

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