GitHub上加密货币开发活动的面板数据集

R. V. Tonder, Asher Trockman, Claire Le Goues
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引用次数: 5

摘要

加密货币是近年来的一个重大发展,在全球新闻、金融部门和学术研究中都有突出表现。它们在开源开发中也占有重要地位,包括GitHub上一些最受欢迎的存储库。因此,他们公开开发的软件构件为定量观察加密货币的人类活动、努力和软件增长提供了一个独特而独特的途径。我们的数据集标志着针对广泛指标的加密货币开发的高保真面板数据的首次集中努力。该数据集首先是对新兴开源加密货币开发的开发人员活动的定量衡量。我们收集诸如每日提交、贡献者、代码变更行、星星、分叉和订阅者等指标。我们还包括每种加密货币的财务数据:每日价格和市值。该数据集包括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,为未来的研究机会持续收集数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Panel Data Set of Cryptocurrency Development Activity on GitHub
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.
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