dexamine: A Python package for Uniswap event data on Ethereum

📅 2026-09-09
📈 Citations: 0
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🤖 AI Summary
该研究解决了去中心化交易所事件数据解析问题,通过开发Python包dexamine来解析Uniswap在以太坊上的交易和流动性变动数据。
📝 Abstract
Decentralized exchanges record trading and liquidity provision on public blockchains, but empirical analysis requires interpreting these records and linking them to execution metadata. dexamine is a Python package that parses Uniswap v2 and v3 events on Ethereum. It converts transaction receipt logs into observations of trades and liquidity changes, with token quantities, pool state, transaction order, and gas information. The package separates data retrieval, contract metadata, protocol interpretation, and output construction. The repository provides recorded Ethereum responses and an offline reproducible example, and version 1 has been used to construct data for an empirical study of price discovery in decentralized markets.
Problem

Research questions and friction points this paper is trying to address.

decentralized exchanges
Uniswap
Ethereum
event data
empirical analysis
Innovation

Methods, ideas, or system contributions that make the work stand out.

Python package
Uniswap events
Ethereum
decentralized exchanges
liquidity provision
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M
Magnus Hansson
Stockholm University; Swedish House of Finance