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