The data was generated as part of a student project where four students performed four activities whilst wearing a smart watch. 
The watch collects 3D accelerometer and a 3D gyroscope It consists of four classes, which are walking, resting, running and
badminton. Participants were required to record motion a total of five times, and the data is sampled once every tenth of a second, 
for a ten second period.