A First Look at Financial Data Analysis Using ChatGPT-4o Article

Chou, WH, Feng, Z, Li, B et al. (2025). A First Look at Financial Data Analysis Using ChatGPT-4o . 18(2), 10.3390/jrfm18020099

cited authors

  • Chou, WH; Feng, Z; Li, B; Liu, F

authors

abstract

  • OpenAI’s new flagship model, ChatGPT-4o, released on 13 May 2024, offers enhanced natural language understanding and more coherent responses. This paper investigates ChatGPT-4o’s capabilities in financial data analysis, including zero-shot prompting, time series analysis, risk and return analysis, and ARMA-GARCH estimation. ChatGPT-4o’s performance is generally comparable to traditional statistical software like Stata, though some errors and discrepancies arise due to differences in implementation. Despite these issues, our findings indicate that ChatGPT-4o has significant potential for real-world financial analysis. Integrating ChatGPT-4o into financial research and practice may lead to more efficient data processing, improved analytical capabilities, and better-informed investment decisions.

publication date

  • February 1, 2025

Digital Object Identifier (DOI)

volume

  • 18

issue

  • 2