I have extended my steam similarity app to show tags popularity compared to their popularity among all studied games.

I also added communities detection between games. I used previous estimated similarities to create weighted graph of similarities and than I ran few communities detection algorithms for dozens of different thresholds and I averaged the results. It allows to represent playerbase in more general way, no only by 1 to 1 comparison.

The study was conducted on a group of over 400k+ profiles.

You can now follow me on Twitter to stay up to date with the project. I also plan to publish there more detailed conclusions from my research, based on all available data, not just the part that is available in this app.

As always, I'd appreciate any feedback.

twitter: https://twitter.com/hugon_solutions
app: https://steam-similarity.streamlit.app/