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ego-network

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EgoSplitting

benedekrozemberczki / EgoSplitting

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A NetworkX implementation of "Ego-splitting Framework: from Non-Overlapping to Overlapping Clusters" (KDD 2017).

machine-learning deep-learning clustering machine-learning-algorithms community-detection networkx kdd community-detection-algorithm igraph graph-clustering louvain-algorithm fuzzy-clustering ego-network louvain-community-detection louvain-method community-detection-evaluation ego-networks graph-clustering-algorithm fast-clustering persona-graph
  • Updated Mar 18, 2023
  • Python

da-b-est / eth-network-analysis

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Ethereum token transfer data modeled as a directed graph (~95k nodes, ~184k edges), filtered for DEX-related activity (Uniswap, 1inch, 0x, MetaMask). Network science methods and ego-network visualizations classify addresses into hubs, bridges, and peripherals, highlighting structural dominance of Uniswap and aggregator protocols in DeFi token flows

ethereum network-analysis dex ego-network defi uniswap
  • Updated Oct 3, 2025
  • Jupyter Notebook

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