If anybody found this interesting and would like some further reading, the paper below employed a similar strategy to analyse inauthentic content/disinformation on Twitter.

https://files.casmconsulting.co.uk/message-based-community-d...

If you would like to read about my largely unsuccessful recreation of the paper, you can do so here - https://dfworks.xyz/blog/partygate/