arXiv Open Access 2023

A Dataset of Coordinated Cryptocurrency-Related Social Media Campaigns

Karolis Zilius Tasos Spiliotopoulos Aad van Moorsel
Lihat Sumber

Abstrak

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.

Penulis (3)

K

Karolis Zilius

T

Tasos Spiliotopoulos

A

Aad van Moorsel

Format Sitasi

Zilius, K., Spiliotopoulos, T., Moorsel, A.v. (2023). A Dataset of Coordinated Cryptocurrency-Related Social Media Campaigns. https://arxiv.org/abs/2301.06601

Akses Cepat

Lihat di Sumber
Informasi Jurnal
Tahun Terbit
2023
Bahasa
en
Sumber Database
arXiv
Akses
Open Access ✓