Gameplay Log Dataset for Adaptive Mathematics Learning Dataset Construction

This dataset contains anonymized gameplay logs collected from a limited trial of a first-grade elementary mathematics educational game prototype. The dataset was prepared to support the study “Preprocessing and Feature Engineering of Gameplay Logs for Adaptive Mathematics Learning Dataset Construction.” The package includes the cleaned gameplay log, answer-level dataset, level-level dataset, student-level dataset, adaptive feature dataset, data dictionary, ethical note, license, and citation metadata. The data were anonymized before publication, and no personally identifiable student information is included. The dataset is intended to support reproducibility, secondary analysis, and future research on gameplay log preprocessing, feature engineering, learning analytics, and adaptive mathematics learning.