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A Dataset of Coordinated Cryptocurrency-Related Social Media Campaigns

Authors: Zilius, Karolis; Spiliotopoulos, Tasos; van Moorsel, Aad;

A Dataset of Coordinated Cryptocurrency-Related Social Media Campaigns

Abstract

Note: This version simply updates the dataset with a new Readme - Supplementary Material file. The paper describing this dataset can be cited as: Zilius, K., Spiliotopoulos, T., & van Moorsel, A. (2023). A Dataset of Coordinated Cryptocurrency-Related Social Media Campaigns. Proceedings of the International AAAI Conference on Web and Social Media, 17(1), 1112-1121. https://doi.org/10.1609/icwsm.v17i1.22219 Abstract The rise in adoption of cryptoassets has brought many new and inexperienced investors in the cryptocurrency space. These investors can be disproportionally influenced by information they receive online, and particularly from social media. This paper presents a dataset of crypto-related bounty events and the users that participate in them. These events coordinate social media campaigns to create artificial "hype" around a crypto project in order to influence the price of its token. The dataset consists of information about 15.8K cross-media bounty events, 185K participants, 10M forum comments and 82M social media URLs collected from the Bounties(Altcoins) subforum of the BitcoinTalk online forum from May 2014 to December 2022. We describe the data collection and the data processing methods employed and we present a basic characterization of the dataset. Furthermore, we discuss potential research opportunities afforded by the dataset across many disciplines and we highlight potential novel insights into how the cryptocurrency industry operates and how it interacts with its audience.

This work is supported by UK Research and Innovation through the Strategic Priority Fund as part of the Protecting Citizens Online programme. Grant title: AGENCY: Assuring Citizen Agency in a World with Complex Online Harms. Grant reference: EP/W032481/2. Further support was received by the EPSRC Centre for Digital Citizens. Grant reference: EP/T022582/1.

Related Organizations
Keywords

decentralized finance, bounties, social media, BitcoinTalk, cryptoassets, cryptocurrency

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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