The Accuracy and Replicability of Data Analysis Performed with Large Language Models

2026/06/11 by Justus Eaglesmith, Tim Johnson, Robert W. Walker
Computer Science · Psychology · #Natural Language Processing Techniques #Topic Modeling #Mental Health via Writing

paper · doi:10.1080/00031305.2026.2688943

Abstract

Dear Editor:Albeit a surprising idea just several years ago (Bie et al. 2022), automating data analysis via artificial intelligence (AI) now features in introductory courses (Bien and Mukherjee 202...

Related

• Are Large Language Models the New Interface for Data Pipelines?
• From AI to Statistics: On LLM-Based Agents for Data Science
• Data-Centric AI in the Age of Large Language Models
• A Tutorial on Teaching Data Analytics with Generative AI
• An Evaluation of Large Language Models Using Analytic Tradecraft Standards