Blockchain is an emerging technology that has enabled many applications, from cryptocurrencies to digital asset management and supply chains. Due to this surge of popularity, analyzing the data stored on blockchains poses a new critical challenge in data science. To assist data scientists in various analytic tasks on a blockchain, in this tutorial, we provide a systematic and comprehensive overview of the fundamental elements of blockchain network models. We discuss how we can abstract blockchain data as various types of networks and further use such associated network abstractions to reap important insights on blockchains' structure, organization, and functionality.
翻译：屏障链是一种新兴技术,它使许多应用程序得以应用,从加密到数字资产管理和供应链。由于这种受欢迎程度的猛增,分析块状链中储存的数据对数据科学提出了一个新的关键挑战。为了协助数据科学家在块状链上开展各种分析任务,我们在这个教义中对块状链网络模型的基本要素进行系统和全面的概述。我们讨论如何将块状链数据作为各种类型的网络进行抽取,并进一步利用这些相关的网络抽取,以获得对块状链结构、组织和功能的重要洞察力。
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