What is signal, and what is noise?
9,710 athletes. 260 clubs. One network with no obvious answer.
For my BSc project, I used Python, Louvain clustering and randomized null models to test whether observed communities reflected real structure rather than chance.
Make the problem legible before trying to solve it.