比特币实体对实体交易的时间图数据集.
Célestin Coquidé1, Rémy Cazabet2
1LIRIS UMR 5205 CNRS / Universite Claude Bernard Lyon 1 / INSA Lyon / Université Lumière Lyon 2 / École Centrale de Lyon, 69100, Villeurbane, France. celestin.coquide@liris.cnrs.fr.
Scientific data
|February 26, 2025
概括
这项研究介绍了ORBITAAL,这是一种用于分析比特币 (BTC) 交易的新型数据集. 轨道提供了比特币的全面时间图表表示.
科学领域:
- 网络科学 网络科学
- 经济分析 经济分析
- 加密货币研究研究
背景情况:
- 比特币交易对经济和网络科学有很大的兴趣.
- 由于协议规范和数据复杂性,分析原始比特币区块链数据具有挑战性.
- 现有的数据集缺乏对比特币交易的全面时间图表表示.
研究的目的:
- 为了介绍ORBITAAL,这是使用时间图形式主义分析比特币交易的第一个全面数据集.
- 为经济学和网络科学研究人员提供可访问和结构化的数据集.
- 为了方便对比特币的经济和网络动态进行深入分析.
主要方法:
- 开发了ORBITAAL,这是一个基于时间图形式主义的数据集.
- 包括从2009年1月到2021年1月的所有比特币交易.
- 以时间图表,快照和流图形式表示交易网络,包括实体详细信息和每日美元转换率.
主要成果:
- 轨道提供了比特币交易网络的全面时间图表表示.
- 数据集包括BTC和美元的交易价值,每日换率和实体余额.
- 提供有关实体的公共地址和全球BTC余额的详细信息.
结论:
- 轨道解决了对可访问和可分析的比特币交易数据集的需求.
- 该数据集使加密货币经济学和网络科学领域的先进研究成为可能.
- 有助于更深入地了解比特币的交易行为和网络演变.
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