An overview of stock trading with sentiment analysis

• Main Author: Tang, Yi Qwan
• Other Authors: Erik Cambria
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Trading; Sentiment analysis; Stock; Finance; Natural language processing
• Online Access: https://hdl.handle.net/10356/175215
• Institution: Nanyang Technological University

This study investigates how sentiment analysis, using advanced Natural Language Processing (NLP) techniques, can predict stock market trends, specifically examining Boeing stock (ticker: BA) over three months. Utilising multiple sentiment analysis models like Sentic API, TextBlob, VADER, BERT, and F...