Source: https://xrpcommunity.blog/the-full-xrp-ledger-visualized/ (1.4m nodes, 2.6m edges)
Source: Cylynx - node propagation and decay on a transaction graph
|ASDJASD||se2bhd3s||3fs34rfs||10||11 Nov 2019|
|ASDAECD||3fs34rfs||3x6hk6qw||20||12 Dec 2020|
|ESFDSGS||se2bhd3s||3ds4rask||30||20 Oct 2021|
Source: Cylynx - loop de loop, visualizing paths between random start and end points of a mixer component
Our current solution is at least 10x faster and 10x cheaper than the initial one
Lesson learnt: Use the right tools for the right job
Takeaway: If you have a big data problem, skip networkx
Check out my repo for more performant libraries.
Takeaway: Think about the problem, then re-think
Source: Cylynx - hierarchical partitions of a stochastic block model (drawn using graph-tool)
Source: Cylynx - degree distribution of transactions
Source: Cylynx - what’s the catch?
Source: Cylynx - a few random components of our tagged transaction graph, visualized