Python Code and Dataset for An Empirical Study of ChatGPT-4o Use in Engineering Education: Prompting and Performance

Repository Overview This repository contains the complete Python codebase for the study: An Empirical Study of ChatGPT-4o Use in Engineering Education: Prompting and Performance The code includes data preprocessing, metric calculations, and machine learning models used in the study. Dataset The repository also includes the original dataset used in the paper: An Empirical Research Study of ChatGPT-4o in Engineering Education.xlsx This dataset contains anonymized logs of AI interactions, written assignments, grades, and computed metrics used for analysis.