In this pilot study, we replicate three literatures that had reseached the influence of media on the cryptocurrency, especially bitcoin.
Glaser, F., Zimmermann, K., Haferkorn, M., Weber, M. C., and Siering, M. (2014). Bitcoin- asset or currency? revealing users’ hidden intentions. In ECIS 2014 Tel Aviv.
x L. (2015). What are the main drivers of the bitcoin price? evidence from wavelet coherence analysis. PloS one, 10(4):e0123923.
Mai, F., Bai, Q., Shan, Z., Wang, X. S., and Chiang, R. H. (2015). The impacts of social media on bitcoin performance. In Proceedings of the 2015 International Conference on Information Systems
Jiayi(Fiona) Li is a master's student at Columbia University majoring in Mathematics of Finance. Graduated from Duke University Kunshan with a B.S. in Data Science, she has an abiding passion for quantitative research in cryptocurrency as well as interdisciplinary data-intensive projects in Economics, Data Science, Computer Science, and HCI. She was a student leader of the machine learning group in SciEcon CIC, an NPO registered in the UK for research and innovation. Her previous research experience includes social sentiments valuation and dynamic networks featuring in decentralized finance.