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What Social Media Data Should I Use in My Research?: A Comparative Analysis of Twitter, YouTube, Reddit, and the New York Times Comments

机译:我应该在研究中使用哪些社交媒体数据?:Twitter,Youtube,Reddit和纽约时报评论的比较分析

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The emergence of popular social media allows people to generate and share information in unprecedented and multiple ways. While studies concerning social media data are plentiful and can be found across a variety of scholarly disciplines, there has been little research done that compares multiple social media while considering topics and goals of an investigation. We collected and analyzed comparable data from four different social media sources: Twitter, YouTube, Reddit, and the New York Times website, across five research topics. We then analyzed these data sets across several criteria, such as richness and the diversity of information that they contain. Our analysis shows the trade-offs between different social media services and also provides a new framework to compare cross-platform data collection and analysis utility.
机译:流行社交媒体的出现允许人们以前所未有的和多种方式以前所未有的方式生成和分享信息。 虽然有关社交媒体数据的研究很丰富,并且可以在各种学科学科中找到,但在考虑调查的主题和目标时,已经进行了很少的研究。 我们收集和分析了四种不同的社交媒体来源的可比数据:Twitter,Youtube,Reddit和纽约时报网站,在五个研究主题中。 然后,我们在若干标准中分析了这些数据集,例如丰富性和它们包含的信息的多样性。 我们的分析显示了不同的社交媒体服务之间的权衡,并提供了一种新的框架来比较跨平台数据收集和分析实用程序。

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