The source does the following
- Loads test and training sets and the activities 2.Appropriately labels the data set with descriptive activity names
- Merges test and training sets into one data set, including the activities
- Extracts only the measurements on the mean and standard deviation for each measurement
- Creates a second, independent tidy data set with the average of each variable for each activity and each subject.