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Is there an easy way to compute the second smallest eigenvalue in question if the graph is large?

There is a well-known theorem that quickly computes the smallest eigenvalue if the graph is bipartite, but I'm not aware of any generalization (which may be quite useful for some results in econometrics).

I love graph theory. Neat writeup!