The impact of news media on Bitcoin prices: modelling data driven discourses in the crypto-economy with natural language processing

This paper examines the relationship between events reported in international news via categorical discourses and Bitcoin price. Natural language processing was adopted in this study to model data-driven discourses in the crypto-economy, specifically the Bitcoin market. Using topic modelling, namely...

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Bibliographic Details
Main Author: Kelly Ann Coulter
Format: Article
Language:English
Published: The Royal Society 2022-04-01
Series:Royal Society Open Science
Subjects:
Online Access:https://royalsocietypublishing.org/doi/10.1098/rsos.220276