S. Nogueira, Carlos D., Darlan S. Almeida, Beatriz A. de Miranda, and Claudio E. C. Campelo. 2026. “How Effectively Do LLMs Automate Data Analysis? A Comparative Study With ChatGPT’s Data Analyst, Grok, and Qwen”. Journal of Information and Data Management 17 (1):46-55. https://doi.org/10.5753/jidm.2026.5963.