Large scale graph compression and summarization tool built on Memgraph.
Project description
➡️Squashy⬅️
Large scale graph compression and summarization tool for research and analysis.
Note on suitability for use
➡️Squashy⬅️ is relatively new. It was developed for one of my own academic research projects. The principles behind it are based on published research, however the implementation is my own. I think it works well, however it could do with more testing
What does it do?
At some point the key tools of network analysis struggle with scale. Beyond a few hundred nodes, graphs become too dense to visualise. Nodes too numerous to detect communities.
This can become even more of an issue in a research context, where you often want to run analysis multiple times, tweak settings or actually see your data.
➡️Squashy⬅️can compress graphs made up of millions of nodes and edges into a graph of a few hundred nodes that retains the overall structure.
How does it work?
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