it's the "technical term" from discrete math or topology.
you're right though, could swap in "network" and it would maybe be clearer. but the term "network" is a bit overloaded in people's minds, too.
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Oh, the graph is a set of users? I guess that makes more sense now. I was thinking of it as one user.