 This dataset was created to provide a comprehensive collection of vibration data from various types of ball bearings under different operating conditions. It consists of 99 raw vibration signals collected from six types of bearings, 6204, 6205, 6206, 6207, 6208, each of which were tested under three different power levels, 0W, 200W, and 400W. The data was recorded at a sampling rate of 51,200 samples per second for 10 seconds. The dataset will be useful for researchers who are interested in developing algorithms for bearing fault diagnosis using vibration analysis. This article was authored by Nien Duc Thuong and Hoang Sai Hong.