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Code Book - TidyData.txt

  • [column 1]Activities (char): The descriptive names of the six activities in the experiment
    column contents:

    • "WALKING"
    • "WALKING_UPSTAIRS"
    • "WALKING_DOWNSTAIRS"
    • "SITTING"
    • "STANDING"
    • "LAYING"
  • [column 2]Subjects (int): The integer numbers stand for the 30 voluteers in the experiment
    column contents:

    • 1-30
  • [column 3]Group (char): The partition data set that the voluteers belongs to
    column contents:

    • "test"
    • "train"
  • [column 4-69]The Average Mean and Standard Deviation of the measurements (double): The average of each variable for each activity and each subject
    The meaning of the varible name in code:

    • prefix "t": time domain signals
    • prefix "f": frequency domain signals
    • "BodyAcc": Body acceleration signals
    • "GravityAcc": Gravity acceleration signals
    • "BodyGyro": Body gyroscope signals
    • "Jerk": The signal derived in time
    • "Mag": The signals calculated using the Euclidean norm
    • "-X": measure in X axis of the phone
    • "-Y": measure in Y axis of the phone
    • "-Z": measure in Z axis of the phone
    • "-mean()": Mean value
    • "-std()": Standard deviation