Video streaming platforms such as Youtube, Twitch, and DLive allow users to live-stream video content for viewers who can optionally express their appreciation through monetary donations. DLive is one of the smaller and lesser-known streaming platforms, and historically has had fewer content moderation practices. It has thus become a popular place for violent extremists and other clandestine groups to earn money and propagandize. What is the financial structure of the DLive streaming ecosystem and how much money is changing hands? In the past it has been difficult to understand how far-right extremists fundraise via podcasts and video streams because of the secretive nature of the activity and because of the difficulty of getting data from social media platforms. This paper describes a novel experiment to collect and analyze data from DLive's publicly available ledgers of transactions in order to understand the financial structure of the clandestine, extreme far-right video streaming community. The main findings of this paper are, first, that the majority of donors are using micropayments in varying frequencies, but a small handful of donors spend large amounts of money to finance their favorite streamers. Next, the timing of donations to high-profile far-right streamers follows a fairly predictable pattern that is closely tied to a broadcast schedule. Finally, the far-right video streaming financial landscape is divided into separate cliques which exhibit very little crossover in terms of sizable donations. This work will be important to technology companies, policymakers, and researchers who are trying to understand how niche social media services, including video platforms, are being exploited by extremists to propagandize and fundraise.
翻译:Youtube、 Twitch 和 DLive 等视频流平台的视频流平台让用户为通过货币捐款来表达自己欣赏的观众提供现场直播视频内容。 DLive是规模较小且不太为人所知的流媒体平台之一,历史上其内容温和做法也较少。 因此,它已成为暴力极端分子和其他秘密团体获取金钱和宣传的流行场所。 Dive流生态系统的金融结构是什么,资金有多少? 过去,很难理解通过播客和视频流为那些通过播客和视频流来表达自己欣赏的极右派极端主义者募集的视频内容。 DLive是活动的秘密性质和难以从社交媒体平台获取数据的一个较小且不为人所知的流平台。 本文描述了为收集和分析DLive公开提供的交易分类数据以了解秘密的、极右翼视频流社区的财务结构而建立的新的实验场所。 本文的主要结论是, 大部分捐赠者在不同的频率上使用微额捐款,但少数捐赠者花费大笔资金来为他们最喜爱的流媒体筹资。 最终, 也是向高额的捐赠者们 。