Improving LSTM price prediction of Bitcoin with sentiment analysis of Twitter post

• Main Author: Tu, Xianan
• Other Authors: Erik Cambria
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Document and text processing; Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/165921
• Institution: Nanyang Technological University

The Covid-19 pandemic has seen a significant increase in retail investors across all age groups. Out of all the asset classes, cryptocurrencies like Bitcoin gained a lot of attention and surged by 300% in 2020 due to speculation in the financial market. Unlike traditional asset classes that of...