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dbiton/EthereumStatistics

Ethereum Conflict Graph Metrics This repository contains two CSV files, one for prestateTracer and one for callTracer, each covering over 2 million recent Ethereum blocks. These files provide key metrics extracted from conflict graphs generated by their respective tracers. You can read about these tracers here: https://geth.ethereum.org/docs/developers/evm-tracing/built-in-tracers Dataset Overview prestateTracer: Contains metrics for RW conflict graphs generated… See the full description on the dataset page: https://huggingface.co/datasets/dbiton/EthereumStatistics.

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Dataset Card

Ethereum Conflict Graph Metrics

This repository contains two CSV files, one for prestateTracer and one for callTracer, each covering over 2 million recent Ethereum blocks. These files provide key metrics extracted from conflict graphs generated by their respective tracers. You can read about these tracers here:

https://geth.ethereum.org/docs/developers/evm-tracing/built-in-tracers

Dataset Overview

—prestateTracer: Contains metrics for RW conflict graphs generated using prestateTracer.
—callTracer: Contains metrics for RW conflict graphs generated using callTracer, includes additional metrics related to smart contract invocation call trees.

Purpose

This dataset was collected as part of the Ethereum Conflicts Graphed paper, which explores the nature of conflicts graphs in Ethereum transactions through graph-based analysis.

Source Code

This dataset was generated using the following open source code:

https://github.com/dbiton/EthGrapher

Paper

For further details, please refer to the Ethereum Conflicts Graphed paper, to be published in ICBC 2025 and linked here in the future.