Interesting. I visit arXiv often and notice that most of the new papers are in the 'astrophysics' and 'high-energy' field, and the map exactly resembles that.
Can you please enlighten us about the technical details behind the scene, right from collecting the data to processing it.
I'm also working with a large graph entity and would love to read about your process.