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A Panel Data Set of Cryptocurrency Development Activity on GitHub

机译:GitHub上的Cryptocurrency开发活动的面板数据集

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Cryptocurrencies are a significant development in recent years, featuring in global news, the financial sector, and academic research. They also hold a significant presence in open source development, comprising some of the most popular repositories on GitHub. Their openly developed software artifacts thus present a unique and exclusive avenue to quantitatively observe human activity, effort, and software growth for cryptocurrencies. Our data set marks the first concentrated effort toward high-fidelity panel data of cryptocurrency development for a wide range of metrics. The data set is foremost a quantitative measure of developer activity for budding open source cryptocurrency development. We collect metrics like daily commits, contributors, lines of code changes, stars, forks, and subscribers. We also include financial data for each cryptocurrency: the daily price and market capitalization. The data set includes data for 236 cryptocurrencies for 380 days (roughly January 2018 to January 2019). We discuss particularly interesting research opportunities for this combination of data, and release new tooling to enable continuing data collection for future research opportunities as development and application of cryptocurrencies mature.
机译:近年来,加密货币是一个重要的发展,在全球新闻,金融部门和学术研究中具有重要发展。它们还具有在开源开发中的重要存在,包括GitHub上的一些最受欢迎的存储库。因此,他们公开开发的软件工件如此,以定量地观察加密货币的人类活动,努力和软件增长的独特和独特的途径。我们的数据集标记了对广泛指标的密码发布的高保真面板数据的第一种集中精力。数据集是发育开放源加密发发开发的显影剂活动的定量测量。我们收集日常提交,贡献者,代码行更改,星星,叉子和订阅者等度量。我们还包括每个加密货币的财务数据:每日价格和市场资本化。数据集包括380天的236个加密货币的数据(大约2018年1月至2019年1月)。我们对这种数据组合讨论了特别有趣的研究机会,并释放了新的工具,以便继续进行数据收集,以便将来的研究机会作为CryptoCurrencies成熟的开发和应用。

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