Response of BTC Market to social media sentiment: application of cross-quantilogram with bootstrap

K Sohag, M Ullah - Digitalization and the future of financial services …, 2022 - Springer
The cryptocurrency market is regarded as the world's first entirely decentralized digital
payment system, with no third-party influence. Hence, the advent of Bitcoin symbolizes a …

Nowcasting the bitcoin market with twitter signals

J Kaminski - arXiv preprint arXiv:1406.7577, 2014 - arxiv.org
This paper analyzes correlations and causalities between Bitcoin market indicators and
Twitter posts containing emotional signals on Bitcoin. Within a timeframe of 104 days …

[HTML][HTML] The differential influence of social media sentiment on cryptocurrency returns and volatility during COVID-19

N Kyriazis, S Papadamou, P Tzeremes… - The Quarterly Review of …, 2023 - Elsevier
This research investigates the effects of several measures of Twitter-based sentiment on
cryptocurrencies during the COVID-19 pandemic. Innovative economic, as well as market …

# Bitcoin,# COVID-19: Twitter-based uncertainty and bitcoin before and during the pandemic

JJ French - International Journal of Financial Studies, 2021 - mdpi.com
We investigated the differential impacts of a new Twitter-based Market Uncertainty index
(TMU) and variables for Bitcoin before and during the COVID-19 pandemic. Results showed …

[HTML][HTML] How can we predict the impact of the social media messages on the value of cryptocurrency? Insights from big data analytics

C Tandon, S Revankar, SS Parihar - International Journal of Information …, 2021 - Elsevier
Cryptocurrency and blockchain are one of the most beautiful digital transformations
occurring around the world. They have changed the orthodox meaning and working of …

Influencing cryptocurrency: analyzing celebrity sentiments on X (formerly Twitter) and their impact on bitcoin prices

T Inuduka, A Yokose, S Managi - Digital Finance, 2024 - Springer
This paper explores the dynamic relationship between Bitcoin prices and the sentiments
expressed by celebrities on X (formerly Twitter), employing a Vector Autoregression (VAR) …

Using time-series and sentiment analysis to detect the determinants of bitcoin prices

I Georgoula, D Pournarakis, C Bilanakos… - Available at SSRN …, 2015 - papers.ssrn.com
This paper uses time-series analysis to study the relationship between Bitcoin prices and
fundamental economic variables, technological factors and measurements of collective …

Forecasting bitcoin price fluctuation by twitter sentiment analysis

O Sattarov, HS Jeon, R Oh… - … international conference on …, 2020 - ieeexplore.ieee.org
Bitcoin is one of the main phenomena in recent times together with other cryptocurrencies
due to the redefinition of the money term and its price fluctuations. Moreover, scientists are …

Investor attention, Twitter uncertainty and cryptocurrency market amid the COVID-19 pandemic

HA Bashir, D Kumar - Managerial Finance, 2023 - emerald.com
Purpose This paper aims to examine the impact of investor attention due to the COVID-19
pandemic, Twitter-based sentiment towards uncertainty and public sentiment on the …

Asymmetric impact of investor sentiment and media coverage news on bitcoin returns

N Naifar, S Altamimi - Managerial Finance, 2023 - emerald.com
Purpose This paper investigates the impact of global sentiment and various coronavirus
disease 2019 (COVID-19)-related media coverage news (Media-Hype index; Panic Index; …