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A Panel Data Set of Cryptocurrency Development Activity on GitHub

机译:GitHub上加密货币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:加密货币是近年来的重大发展,其特点包括全球新闻,金融部门和学术研究。他们在开源开发中也占有重要地位,其中包括GitHub上一些最受欢迎的存储库。因此,他们开放开发的软件工件提供了一种独特的独家途径,可以定量地观察人类活动,努力和加密货币的软件增长。我们的数据集标志着针对各种指标的加密货币开发高保真面板数据的首次集中精力。数据集最重要的是对新兴的开放源代码加密货币开发的开发人员活动的定量度量。我们收集诸如每日提交,贡献者,代码更改行,星号,分支和订阅者之类的指标。我们还包括每种加密货币的财务数据:每日价格和市值。该数据集包含380天(大约2018年1月至2019年1月)的236种加密货币的数据。我们讨论了针对这种数据组合的特别有趣的研究机会,并发布了新的工具,以便随着加密货币的开发和应用的成熟,可以为未来的研究机会继续收集数据。

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