Our recent paper in Nature Scientific Data introduces the complete ERC-20 trading record on Ethereum, tracking ~216 million users and ~1 million crypto-tokens across almost a decade. This unique dataset enables researchers to uncover hidden dynamics of blockchain markets, study systemic risks, and develop deeper insights into the crypto world than ever before.