[andreash]

What are typical use cases for this?

[pcbje]

To better understand complex relations in the data you are analyzing, e.g. friendship in social networks.

[andreash]

Do you know of any good sources for example data like that? Would be fun to explore.

[pcbje]

Stanford has a good collection of network datasets: https://snap.stanford.edu/data/