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Code Book

This code book summarizes the resulting data fields in tidy.txt.

Identifiers

  • subject - The ID of the test subject
  • activity - The type of activity performed when the corresponding measurements were taken

Data set Labels

  1. prefix 't' or 'f' is based on time or frequency measurements.
  2. Body = body movement.
  3. Gravity = acceleration of gravity
  4. Acc = accelerometer measurement
  5. Gyro = gyroscopic measurements
  6. Jerk = sudden movement acceleration
  7. Mag = magnitude of movement
  8. mean and SD are calculated for each subject for each activity for each mean and SD measurements. The units given are g’s for the accelerometer and rad/sec for the gyro and g/sec and rad/sec/sec for the corresponding jerks.

Measurements

  • tBodyAccMeanX
  • tBodyAccMeanY
  • tBodyAccMeanZ
  • tBodyAccStdX
  • tBodyAccStdY
  • tBodyAccStdZ
  • tGravityAccMeanX
  • tGravityAccMeanY
  • tGravityAccMeanZ
  • tGravityAccStdX
  • tGravityAccStdY
  • tGravityAccStdZ
  • tBodyAccJerkMeanX
  • tBodyAccJerkMeanY
  • tBodyAccJerkMeanZ
  • tBodyAccJerkStdX
  • tBodyAccJerkStdY
  • tBodyAccJerkStdZ
  • tBodyGyroMeanX
  • tBodyGyroMeanY
  • tBodyGyroMeanZ
  • tBodyGyroStdX
  • tBodyGyroStdY
  • tBodyGyroStdZ
  • tBodyGyroJerkMeanX
  • tBodyGyroJerkMeanY
  • tBodyGyroJerkMeanZ
  • tBodyGyroJerkStdX
  • tBodyGyroJerkStdY
  • tBodyGyroJerkStdZ
  • tBodyAccMagMean
  • tBodyAccMagStd
  • tGravityAccMagMean
  • tGravityAccMagStd
  • tBodyAccJerkMagMean
  • tBodyAccJerkMagStd
  • tBodyGyroMagMean
  • tBodyGyroMagStd
  • tBodyGyroJerkMagMean
  • tBodyGyroJerkMagStd
  • fBodyAccMeanX
  • fBodyAccMeanY
  • fBodyAccMeanZ
  • fBodyAccStdX
  • fBodyAccStdY
  • fBodyAccStdZ
  • fBodyAccMeanFreqX
  • fBodyAccMeanFreqY
  • fBodyAccMeanFreqZ
  • fBodyAccJerkMeanX
  • fBodyAccJerkMeanY
  • fBodyAccJerkMeanZ
  • fBodyAccJerkStdX
  • fBodyAccJerkStdY
  • fBodyAccJerkStdZ
  • fBodyAccJerkMeanFreqX
  • fBodyAccJerkMeanFreqY
  • fBodyAccJerkMeanFreqZ
  • fBodyGyroMeanX
  • fBodyGyroMeanY
  • fBodyGyroMeanZ
  • fBodyGyroStdX
  • fBodyGyroStdY
  • fBodyGyroStdZ
  • fBodyGyroMeanFreqX
  • fBodyGyroMeanFreqY
  • fBodyGyroMeanFreqZ
  • fBodyAccMagMean
  • fBodyAccMagStd
  • fBodyAccMagMeanFreq
  • fBodyBodyAccJerkMagMean
  • fBodyBodyAccJerkMagStd
  • fBodyBodyAccJerkMagMeanFreq
  • fBodyBodyGyroMagMean
  • fBodyBodyGyroMagStd
  • fBodyBodyGyroMagMeanFreq
  • fBodyBodyGyroJerkMagMean
  • fBodyBodyGyroJerkMagStd
  • fBodyBodyGyroJerkMagMeanFreq

Activity Labels

  1. WALKING (value 1): subject was walking during the test
  2. WALKING_UPSTAIRS (value 2): subject was walking up a staircase during the test
  3. WALKING_DOWNSTAIRS (value 3): subject was walking down a staircase during the test
  4. SITTING (value 4): subject was sitting during the test
  5. STANDING (value 5): subject was standing during the test
  6. LAYING (value 6): subject was laying down during the test