We present a unique, comprehensive dataset that provides the pattern of five activities walking, cycling, taking train, bus, or taxi. The measurements are carried out by embedded sensor accelerometers in smartphones. offers dynamic responses subjects carrying smartphones varied styles as they perform through vibrations acquired accelerometers. contains corresponding time stamps and three direct...