Mean Centering (MC) is an important data preprocessing technique, which has a wide range of applications in mining, machine learning, and multivariate statistical analysis. When the set large, this process will be time-consuming. In paper, we propose efficient quantum MC algorithm based on block-encoding enables existing algorithms can get rid assumption that original been classically mean-cent...