Experience the magic of graph spectra: use the eigenvectors of a (tiny) subset of the Facebook graph to find large, insular groups of friends.
The code is in the py file in this repo. I thank Prof. Gregory Valiant for providing this dataset.
A systematic guide explaining the key workings of the spectral graph theory methods used in this work can be found on my website here