This repository contains the anonymized dataset used for the development and psychometric validation of the Active Learning Experience Questionnaire (ALEQ). The dataset comprises responses from 699 undergraduate students and was used to evaluate the reliability, construct validity and internal structure of the initial 24-item version of the instrument. The repository also includes supporting documentation describing the variables, questionnaire structure and dataset organization to facilitate transparency, reproducibility and secondary analyses in Engineering Education research.