Don't miss out on NFTs?! A sentiment-based analysis of the early NFT market

被引:15
作者
Horky, Florian [1 ,2 ,3 ]
Dubbick, Lili [1 ]
Rhein, Franziska [1 ]
Fidrmuc, Jarko [1 ,3 ,4 ]
机构
[1] Zeppelin Univ Friedrichshafen, Friedrichshafen, Germany
[2] East European Ctr Res Econ & Business, Timisoara, Romania
[3] Mendel Univ Brno, Brno, Czech Republic
[4] Slovak Acad Sci, Econ Inst, Bratislava, Slovakia
关键词
NFTs; Digital finance; Crypto markets; Sentiments; Social media activity; WAVELET COHERENCE; TWITTER; BITCOIN; GOLD; CRYPTOCURRENCY; VOLATILITY; RETURNS; TWEETS;
D O I
10.1016/j.iref.2023.07.016
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
This study investigates the impact of Twitter sentiment on the Non-Fungible Token (NFT) market. Using a dataset of over 5 million English-language tweets on NFTs, we calculate a daily sentiment index and link it to NFT sales and trading volume. Applying wavelet analysis and DCC-GJRGARCH models, we analyze the NFT market, characterized by multiple bubbles and high volatility. The findings reveal Twitter's significance as a primary source of information for a broad audience. Moreover, the study contributes to the literature by examining the role of Twitter sentiment in the NFT market's development. Additionally, the study indicates weak links between established cryptocurrencies and the NFT market. Based on our findings, we recommend that traders and policymakers use social media activities to monitor new digital markets.
引用
收藏
页码:799 / 814
页数:16
相关论文
共 77 条
[1]   Oil and the macroeconomy: using wavelets to analyze old issues [J].
Aguiar-Conraria, Luis ;
Soares, Maria Joana .
EMPIRICAL ECONOMICS, 2011, 40 (03) :645-655
[2]   NFTs and asset class spillovers: Lessons from the period around the COVID-19 pandemic [J].
Aharon, David Y. ;
Demir, Ender .
FINANCE RESEARCH LETTERS, 2022, 47
[3]   A review of the key challenges of non-fungible tokens [J].
Ali, Omar ;
Momin, Mujtaba ;
Shrestha, Anup ;
Das, Ronnie ;
Alhajj, Fadia ;
Dwivedi, Yogesh K. .
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2023, 187
[4]  
[Anonymous], 2010, P INT AAAI C WEB SOC
[5]  
Ante L., 2022, FINTECH, V1, P216, DOI [10.3390/fintech1030017, DOI 10.3390/FINTECH1030017]
[6]   How Elon Musk's Twitter activity moves cryptocurrency markets [J].
Ante, Lennart .
TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2023, 186
[7]   Non-fungible token (NFT) markets on the Ethereum blockchain: temporal development, cointegration and interrelations [J].
Ante, Lennart .
ECONOMICS OF INNOVATION AND NEW TECHNOLOGY, 2023, 32 (08) :1216-1234
[8]   Patents and intellectual property assets as non-fungible tokens; key technologies and challenges [J].
Bamakan, Seyed Mojtaba Hosseini ;
Nezhadsistani, Nasim ;
Bodaghi, Omid ;
Qu, Qiang .
SCIENTIFIC REPORTS, 2022, 12 (01)
[9]   The Bitcoin gold correlation puzzle [J].
Baur, Dirk G. ;
Hoang, Lai .
JOURNAL OF BEHAVIORAL AND EXPERIMENTAL FINANCE, 2021, 32
[10]   Bitcoin, gold and the US dollar - A replication and extension [J].
Baur, Dirk G. ;
Dimpfl, Thomas ;
Kuck, Konstantin .
FINANCE RESEARCH LETTERS, 2018, 25 :103-110