The raw data for paper "Unlocking ultrafast diagnosis of retired batteries via interpretable machine learning and optical fiber sensors". The preprocessing codes are available at https://github.com/Ruifeng-Tan/Ultrafast-diagnosis-of-retired-batteries. The data of all versions are the same. Only the description is revised.