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getdata-009

Coursera Getting and Cleaning Data Project CodeBook

Sorry to be lazy, this section is incomplete

Tables:

  • activity
  • subject
  • features
  • smartphones_Mean_tidy_Axis_5
  • smartphones_Mean_tidy_Magnitude_5
  • smartphones_MeanStd_descriptive_3

programs/codebook.R produce part of the documentation.

= Table: activity.csv

 |------->activity_id             integer   [1..6]
 |------->activity_description    character [WALKING|WALKING_UPSTAIRS|WALKING_DOWNSTAIRS|SITTING|STANDING|LAYING]

= Table: subject.csv

 |------->subject_id              integer   [1..30]
 |------->subject_code            character [Subject 1|Subject 2|Subject 3|Subject 4|Subject 5|Subject 6|Subject 7|Subject 8|Subject 9|Subject 10|Subject 11|Subject 12|Subject 13|Subject 14|Subject 15|Subject 16|Subject 17|Subject 18|Subject 19|Subject 20|Subject 21|Subject 22|Subject 23|Subject 24|Subject 25|Subject 26|Subject 27|Subject 28|Subject 29|Subject 30]
 |------->subject_group           character [train|test]

= Table: features.csv

 |------->feature_id            integer   [1..561]
 |------->feature_field_name    character [time_Body_Acc_mean.fn_X|time_Body_Acc_mean.fn_Y|time_Body_Acc_mean.fn_Z|time_Body_Acc_std.fn_X|time_Body_Acc_std.fn_Y|time_Body_Acc_std.fn_Z|time_Body_Acc_mad.fn_X|time_Body_Acc_mad.fn_Y|time_Body_Acc_mad.fn_Z|time_Body_Acc_max.fn_X|time_Body_Acc_max.fn_Y|time_Body_Acc_max.fn_Z|time_Body_Acc_min.fn_X|time_Body_Acc_min.fn_Y|time_Body_Acc_min.fn_Z|time_Body_Acc_sma.fn|time_Body_Acc_energy.fn_X|time_Body_Acc_energy.fn_Y|time_Body_Acc_energy.fn_Z|time_Body_Acc_iqr.fn_X|time_Body_Acc_iqr.fn_Y|time_Body_Acc_iqr.fn_Z|time_Body_Acc_entropy.fn_X|time_Body_Acc_entropy.fn_Y|time_Body_Acc_entropy.fn_Z|time_Body_Acc_arCoeff.fn_X.to.1|time_Body_Acc_arCoeff.fn_X.to.2|time_Body_Acc_arCoeff.fn_X.to.3|time_Body_Acc_arCoeff.fn_X.to.4|time_Body_Acc_arCoeff.fn_Y.to.1|time_Body_Acc_arCoeff.fn_Y.to.2|time_Body_Acc_arCoeff.fn_Y.to.3|time_Body_Acc_arCoeff.fn_Y.to.4|time_Body_Acc_arCoeff.fn_Z.to.1|time_Body_Acc_arCoeff.fn_Z.to.2|time_Body_Acc_arCoeff.fn_Z.to.3|time_Body_Acc_arCoeff.fn_Z.to.4|time_Body_Acc_correlation.fn_X.to.Y|time_Body_Acc_correlation.fn_X.to.Z|time_Body_Acc_correlation.fn_Y.to.Z|time_Gravity_Acc_mean.fn_X|time_Gravity_Acc_mean.fn_Y|time_Gravity_Acc_mean.fn_Z|time_Gravity_Acc_std.fn_X|time_Gravity_Acc_std.fn_Y|time_Gravity_Acc_std.fn_Z|time_Gravity_Acc_mad.fn_X|time_Gravity_Acc_mad.fn_Y|time_Gravity_Acc_mad.fn_Z|time_Gravity_Acc_max.fn_X|time_Gravity_Acc_max.fn_Y|time_Gravity_Acc_max.fn_Z|time_Gravity_Acc_min.fn_X|time_Gravity_Acc_min.fn_Y|time_Gravity_Acc_min.fn_Z|time_Gravity_Acc_sma.fn|time_Gravity_Acc_energy.fn_X|time_Gravity_Acc_energy.fn_Y|time_Gravity_Acc_energy.fn_Z|time_Gravity_Acc_iqr.fn_X|time_Gravity_Acc_iqr.fn_Y|time_Gravity_Acc_iqr.fn_Z|time_Gravity_Acc_entropy.fn_X|time_Gravity_Acc_entropy.fn_Y|time_Gravity_Acc_entropy.fn_Z|time_Gravity_Acc_arCoeff.fn_X.to.1|time_Gravity_Acc_arCoeff.fn_X.to.2|time_Gravity_Acc_arCoeff.fn_X.to.3|time_Gravity_Acc_arCoeff.fn_X.to.4|time_Gravity_Acc_arCoeff.fn_Y.to.1|time_Gravity_Acc_arCoeff.fn_Y.to.2|time_Gravity_Acc_arCoeff.fn_Y.to.3|time_Gravity_Acc_arCoeff.fn_Y.to.4|time_Gravity_Acc_arCoeff.fn_Z.to.1|time_Gravity_Acc_arCoeff.fn_Z.to.2|time_Gravity_Acc_arCoeff.fn_Z.to.3|time_Gravity_Acc_arCoeff.fn_Z.to.4|time_Gravity_Acc_correlation.fn_X.to.Y|time_Gravity_Acc_correlation.fn_X.to.Z|time_Gravity_Acc_correlation.fn_Y.to.Z|time_Body_AccJerk_mean.fn_X|time_Body_AccJerk_mean.fn_Y|time_Body_AccJerk_mean.fn_Z|time_Body_AccJerk_std.fn_X|time_Body_AccJerk_std.fn_Y|time_Body_AccJerk_std.fn_Z|time_Body_AccJerk_mad.fn_X|time_Body_AccJerk_mad.fn_Y|time_Body_AccJerk_mad.fn_Z|time_Body_AccJerk_max.fn_X|time_Body_AccJerk_max.fn_Y|time_Body_AccJerk_max.fn_Z|time_Body_AccJerk_min.fn_X|time_Body_AccJerk_min.fn_Y|time_Body_AccJerk_min.fn_Z|time_Body_AccJerk_sma.fn|time_Body_AccJerk_energy.fn_X|time_Body_AccJerk_energy.fn_Y|time_Body_AccJerk_energy.fn_Z|time_Body_AccJerk_iqr.fn_X|time_Body_AccJerk_iqr.fn_Y|time_Body_AccJerk_iqr.fn_Z|time_Body_AccJerk_entropy.fn_X|time_Body_AccJerk_entropy.fn_Y|time_Body_AccJerk_entropy.fn_Z|time_Body_AccJerk_arCoeff.fn_X.to.1|time_Body_AccJerk_arCoeff.fn_X.to.2|time_Body_AccJerk_arCoeff.fn_X.to.3|time_Body_AccJerk_arCoeff.fn_X.to.4|time_Body_AccJerk_arCoeff.fn_Y.to.1|time_Body_AccJerk_arCoeff.fn_Y.to.2|time_Body_AccJerk_arCoeff.fn_Y.to.3|time_Body_AccJerk_arCoeff.fn_Y.to.4|time_Body_AccJerk_arCoeff.fn_Z.to.1|time_Body_AccJerk_arCoeff.fn_Z.to.2|time_Body_AccJerk_arCoeff.fn_Z.to.3|time_Body_AccJerk_arCoeff.fn_Z.to.4|time_Body_AccJerk_correlation.fn_X.to.Y|time_Body_AccJerk_correlation.fn_X.to.Z|time_Body_AccJerk_correlation.fn_Y.to.Z|time_Body_Gyro_mean.fn_X|time_Body_Gyro_mean.fn_Y|time_Body_Gyro_mean.fn_Z|time_Body_Gyro_std.fn_X|time_Body_Gyro_std.fn_Y|time_Body_Gyro_std.fn_Z|time_Body_Gyro_mad.fn_X|time_Body_Gyro_mad.fn_Y|time_Body_Gyro_mad.fn_Z|time_Body_Gyro_max.fn_X|time_Body_Gyro_max.fn_Y|time_Body_Gyro_max.fn_Z|time_Body_Gyro_min.fn_X|time_Body_Gyro_min.fn_Y|time_Body_Gyro_min.fn_Z|time_Body_Gyro_sma.fn|time_Body_Gyro_energy.fn_X|time_Body_Gyro_energy.fn_Y|time_Body_Gyro_energy.fn_Z|time_Body_Gyro_iqr.fn_X|time_Body_Gyro_iqr.fn_Y|time_Body_Gyro_iqr.fn_Z|time_Body_Gyro_entropy.fn_X|time_Body_Gyro_entropy.fn_Y|time_Body_Gyro_entropy.fn_Z|time_Body_Gyro_arCoeff.fn_X.to.1|time_Body_Gyro_arCoeff.fn_X.to.2|time_Body_Gyro_arCoeff.fn_X.to.3|time_Body_Gyro_arCoeff.fn_X.to.4|time_Body_Gyro_arCoeff.fn_Y.to.1|time_Body_Gyro_arCoeff.fn_Y.to.2|time_Body_Gyro_arCoeff.fn_Y.to.3|time_Body_Gyro_arCoeff.fn_Y.to.4|time_Body_Gyro_arCoeff.fn_Z.to.1|time_Body_Gyro_arCoeff.fn_Z.to.2|time_Body_Gyro_arCoeff.fn_Z.to.3|time_Body_Gyro_arCoeff.fn_Z.to.4|time_Body_Gyro_correlation.fn_X.to.Y|time_Body_Gyro_correlation.fn_X.to.Z|time_Body_Gyro_correlation.fn_Y.to.Z|time_Body_GyroJerk_mean.fn_X|time_Body_GyroJerk_mean.fn_Y|time_Body_GyroJerk_mean.fn_Z|time_Body_GyroJerk_std.fn_X|time_Body_GyroJerk_std.fn_Y|time_Body_GyroJerk_std.fn_Z|time_Body_GyroJerk_mad.fn_X|time_Body_GyroJerk_mad.fn_Y|time_Body_GyroJerk_mad.fn_Z|time_Body_GyroJerk_max.fn_X|time_Body_GyroJerk_max.fn_Y|time_Body_GyroJerk_max.fn_Z|time_Body_GyroJerk_min.fn_X|time_Body_GyroJerk_min.fn_Y|time_Body_GyroJerk_min.fn_Z|time_Body_GyroJerk_sma.fn|time_Body_GyroJerk_energy.fn_X|time_Body_GyroJerk_energy.fn_Y|time_Body_GyroJerk_energy.fn_Z|time_Body_GyroJerk_iqr.fn_X|time_Body_GyroJerk_iqr.fn_Y|time_Body_GyroJerk_iqr.fn_Z|time_Body_GyroJerk_entropy.fn_X|time_Body_GyroJerk_entropy.fn_Y|time_Body_GyroJerk_entropy.fn_Z|time_Body_GyroJerk_arCoeff.fn_X.to.1|time_Body_GyroJerk_arCoeff.fn_X.to.2|time_Body_GyroJerk_arCoeff.fn_X.to.3|time_Body_GyroJerk_arCoeff.fn_X.to.4|time_Body_GyroJerk_arCoeff.fn_Y.to.1|time_Body_GyroJerk_arCoeff.fn_Y.to.2|time_Body_GyroJerk_arCoeff.fn_Y.to.3|time_Body_GyroJerk_arCoeff.fn_Y.to.4|time_Body_GyroJerk_arCoeff.fn_Z.to.1|time_Body_GyroJerk_arCoeff.fn_Z.to.2|time_Body_GyroJerk_arCoeff.fn_Z.to.3|time_Body_GyroJerk_arCoeff.fn_Z.to.4|time_Body_GyroJerk_correlation.fn_X.to.Y|time_Body_GyroJerk_correlation.fn_X.to.Z|time_Body_GyroJerk_correlation.fn_Y.to.Z|time_Body_AccMag_mean.fn|time_Body_AccMag_std.fn|time_Body_AccMag_mad.fn|time_Body_AccMag_max.fn|time_Body_AccMag_min.fn|time_Body_AccMag_sma.fn|time_Body_AccMag_energy.fn|time_Body_AccMag_iqr.fn|time_Body_AccMag_entropy.fn|time_Body_AccMag_arCoeff.fn1|time_Body_AccMag_arCoeff.fn2|time_Body_AccMag_arCoeff.fn3|time_Body_AccMag_arCoeff.fn4|time_Gravity_AccMag_mean.fn|time_Gravity_AccMag_std.fn|time_Gravity_AccMag_mad.fn|time_Gravity_AccMag_max.fn|time_Gravity_AccMag_min.fn|time_Gravity_AccMag_sma.fn|time_Gravity_AccMag_energy.fn|time_Gravity_AccMag_iqr.fn|time_Gravity_AccMag_entropy.fn|time_Gravity_AccMag_arCoeff.fn1|time_Gravity_AccMag_arCoeff.fn2|time_Gravity_AccMag_arCoeff.fn3|time_Gravity_AccMag_arCoeff.fn4|time_Body_AccJerkMag_mean.fn|time_Body_AccJerkMag_std.fn|time_Body_AccJerkMag_mad.fn|time_Body_AccJerkMag_max.fn|time_Body_AccJerkMag_min.fn|time_Body_AccJerkMag_sma.fn|time_Body_AccJerkMag_energy.fn|time_Body_AccJerkMag_iqr.fn|time_Body_AccJerkMag_entropy.fn|time_Body_AccJerkMag_arCoeff.fn1|time_Body_AccJerkMag_arCoeff.fn2|time_Body_AccJerkMag_arCoeff.fn3|time_Body_AccJerkMag_arCoeff.fn4|time_Body_GyroMag_mean.fn|time_Body_GyroMag_std.fn|time_Body_GyroMag_mad.fn|time_Body_GyroMag_max.fn|time_Body_GyroMag_min.fn|time_Body_GyroMag_sma.fn|time_Body_GyroMag_energy.fn|time_Body_GyroMag_iqr.fn|time_Body_GyroMag_entropy.fn|time_Body_GyroMag_arCoeff.fn1|time_Body_GyroMag_arCoeff.fn2|time_Body_GyroMag_arCoeff.fn3|time_Body_GyroMag_arCoeff.fn4|time_Body_GyroJerkMag_mean.fn|time_Body_GyroJerkMag_std.fn|time_Body_GyroJerkMag_mad.fn|time_Body_GyroJerkMag_max.fn|time_Body_GyroJerkMag_min.fn|time_Body_GyroJerkMag_sma.fn|time_Body_GyroJerkMag_energy.fn|time_Body_GyroJerkMag_iqr.fn|time_Body_GyroJerkMag_entropy.fn|time_Body_GyroJerkMag_arCoeff.fn1|time_Body_GyroJerkMag_arCoeff.fn2|time_Body_GyroJerkMag_arCoeff.fn3|time_Body_GyroJerkMag_arCoeff.fn4|fourier_Body_Acc_mean.fn_X|fourier_Body_Acc_mean.fn_Y|fourier_Body_Acc_mean.fn_Z|fourier_Body_Acc_std.fn_X|fourier_Body_Acc_std.fn_Y|fourier_Body_Acc_std.fn_Z|fourier_Body_Acc_mad.fn_X|fourier_Body_Acc_mad.fn_Y|fourier_Body_Acc_mad.fn_Z|fourier_Body_Acc_max.fn_X|fourier_Body_Acc_max.fn_Y|fourier_Body_Acc_max.fn_Z|fourier_Body_Acc_min.fn_X|fourier_Body_Acc_min.fn_Y|fourier_Body_Acc_min.fn_Z|fourier_Body_Acc_sma.fn|fourier_Body_Acc_energy.fn_X|fourier_Body_Acc_energy.fn_Y|fourier_Body_Acc_energy.fn_Z|fourier_Body_Acc_iqr.fn_X|fourier_Body_Acc_iqr.fn_Y|fourier_Body_Acc_iqr.fn_Z|fourier_Body_Acc_entropy.fn_X|fourier_Body_Acc_entropy.fn_Y|fourier_Body_Acc_entropy.fn_Z|fourier_Body_Acc_maxInds_X|fourier_Body_Acc_maxInds_Y|fourier_Body_Acc_maxInds_Z|fourier_Body_Acc_meanFreq.fn_X|fourier_Body_Acc_meanFreq.fn_Y|fourier_Body_Acc_meanFreq.fn_Z|fourier_Body_Acc_skewness.fn_X|fourier_Body_Acc_kurtosis.fn_X|fourier_Body_Acc_skewness.fn_Y|fourier_Body_Acc_kurtosis.fn_Y|fourier_Body_Acc_skewness.fn_Z|fourier_Body_Acc_kurtosis.fn_Z|fourier_Body_Acc_bandsEnergy.fn_1.to.8_X|fourier_Body_Acc_bandsEnergy.fn_9.to.16_X|fourier_Body_Acc_bandsEnergy.fn_17.to.24_X|fourier_Body_Acc_bandsEnergy.fn_25.to.32_X|fourier_Body_Acc_bandsEnergy.fn_33.to.40_X|fourier_Body_Acc_bandsEnergy.fn_41.to.48_X|fourier_Body_Acc_bandsEnergy.fn_49.to.56_X|fourier_Body_Acc_bandsEnergy.fn_57.to.64_X|fourier_Body_Acc_bandsEnergy.fn_1.to.16_X|fourier_Body_Acc_bandsEnergy.fn_17.to.32_X|fourier_Body_Acc_bandsEnergy.fn_33.to.48_X|fourier_Body_Acc_bandsEnergy.fn_49.to.64_X|fourier_Body_Acc_bandsEnergy.fn_1.to.24_X|fourier_Body_Acc_bandsEnergy.fn_25.to.48_X|fourier_Body_Acc_bandsEnergy.fn_1.to.8_Y|fourier_Body_Acc_bandsEnergy.fn_9.to.16_Y|fourier_Body_Acc_bandsEnergy.fn_17.to.24_Y|fourier_Body_Acc_bandsEnergy.fn_25.to.32_Y|fourier_Body_Acc_bandsEnergy.fn_33.to.40_Y|fourier_Body_Acc_bandsEnergy.fn_41.to.48_Y|fourier_Body_Acc_bandsEnergy.fn_49.to.56_Y|fourier_Body_Acc_bandsEnergy.fn_57.to.64_Y|fourier_Body_Acc_bandsEnergy.fn_1.to.16_Y|fourier_Body_Acc_bandsEnergy.fn_17.to.32_Y|fourier_Body_Acc_bandsEnergy.fn_33.to.48_Y|fourier_Body_Acc_bandsEnergy.fn_49.to.64_Y|fourier_Body_Acc_bandsEnergy.fn_1.to.24_Y|fourier_Body_Acc_bandsEnergy.fn_25.to.48_Y|fourier_Body_Acc_bandsEnergy.fn_1.to.8_Z|fourier_Body_Acc_bandsEnergy.fn_9.to.16_Z|fourier_Body_Acc_bandsEnergy.fn_17.to.24_Z|fourier_Body_Acc_bandsEnergy.fn_25.to.32_Z|fourier_Body_Acc_bandsEnergy.fn_33.to.40_Z|fourier_Body_Acc_bandsEnergy.fn_41.to.48_Z|fourier_Body_Acc_bandsEnergy.fn_49.to.56_Z|fourier_Body_Acc_bandsEnergy.fn_57.to.64_Z|fourier_Body_Acc_bandsEnergy.fn_1.to.16_Z|fourier_Body_Acc_bandsEnergy.fn_17.to.32_Z|fourier_Body_Acc_bandsEnergy.fn_33.to.48_Z|fourier_Body_Acc_bandsEnergy.fn_49.to.64_Z|fourier_Body_Acc_bandsEnergy.fn_1.to.24_Z|fourier_Body_Acc_bandsEnergy.fn_25.to.48_Z|fourier_Body_AccJerk_mean.fn_X|fourier_Body_AccJerk_mean.fn_Y|fourier_Body_AccJerk_mean.fn_Z|fourier_Body_AccJerk_std.fn_X|fourier_Body_AccJerk_std.fn_Y|fourier_Body_AccJerk_std.fn_Z|fourier_Body_AccJerk_mad.fn_X|fourier_Body_AccJerk_mad.fn_Y|fourier_Body_AccJerk_mad.fn_Z|fourier_Body_AccJerk_max.fn_X|fourier_Body_AccJerk_max.fn_Y|fourier_Body_AccJerk_max.fn_Z|fourier_Body_AccJerk_min.fn_X|fourier_Body_AccJerk_min.fn_Y|fourier_Body_AccJerk_min.fn_Z|fourier_Body_AccJerk_sma.fn|fourier_Body_AccJerk_energy.fn_X|fourier_Body_AccJerk_energy.fn_Y|fourier_Body_AccJerk_energy.fn_Z|fourier_Body_AccJerk_iqr.fn_X|fourier_Body_AccJerk_iqr.fn_Y|fourier_Body_AccJerk_iqr.fn_Z|fourier_Body_AccJerk_entropy.fn_X|fourier_Body_AccJerk_entropy.fn_Y|fourier_Body_AccJerk_entropy.fn_Z|fourier_Body_AccJerk_maxInds_X|fourier_Body_AccJerk_maxInds_Y|fourier_Body_AccJerk_maxInds_Z|fourier_Body_AccJerk_meanFreq.fn_X|fourier_Body_AccJerk_meanFreq.fn_Y|fourier_Body_AccJerk_meanFreq.fn_Z|fourier_Body_AccJerk_skewness.fn_X|fourier_Body_AccJerk_kurtosis.fn_X|fourier_Body_AccJerk_skewness.fn_Y|fourier_Body_AccJerk_kurtosis.fn_Y|fourier_Body_AccJerk_skewness.fn_Z|fourier_Body_AccJerk_kurtosis.fn_Z|fourier_Body_AccJerk_bandsEnergy.fn_1.to.8_X|fourier_Body_AccJerk_bandsEnergy.fn_9.to.16_X|fourier_Body_AccJerk_bandsEnergy.fn_17.to.24_X|fourier_Body_AccJerk_bandsEnergy.fn_25.to.32_X|fourier_Body_AccJerk_bandsEnergy.fn_33.to.40_X|fourier_Body_AccJerk_bandsEnergy.fn_41.to.48_X|fourier_Body_AccJerk_bandsEnergy.fn_49.to.56_X|fourier_Body_AccJerk_bandsEnergy.fn_57.to.64_X|fourier_Body_AccJerk_bandsEnergy.fn_1.to.16_X|fourier_Body_AccJerk_bandsEnergy.fn_17.to.32_X|fourier_Body_AccJerk_bandsEnergy.fn_33.to.48_X|fourier_Body_AccJerk_bandsEnergy.fn_49.to.64_X|fourier_Body_AccJerk_bandsEnergy.fn_1.to.24_X|fourier_Body_AccJerk_bandsEnergy.fn_25.to.48_X|fourier_Body_AccJerk_bandsEnergy.fn_1.to.8_Y|fourier_Body_AccJerk_bandsEnergy.fn_9.to.16_Y|fourier_Body_AccJerk_bandsEnergy.fn_17.to.24_Y|fourier_Body_AccJerk_bandsEnergy.fn_25.to.32_Y|fourier_Body_AccJerk_bandsEnergy.fn_33.to.40_Y|fourier_Body_AccJerk_bandsEnergy.fn_41.to.48_Y|fourier_Body_AccJerk_bandsEnergy.fn_49.to.56_Y|fourier_Body_AccJerk_bandsEnergy.fn_57.to.64_Y|fourier_Body_AccJerk_bandsEnergy.fn_1.to.16_Y|fourier_Body_AccJerk_bandsEnergy.fn_17.to.32_Y|fourier_Body_AccJerk_bandsEnergy.fn_33.to.48_Y|fourier_Body_AccJerk_bandsEnergy.fn_49.to.64_Y|fourier_Body_AccJerk_bandsEnergy.fn_1.to.24_Y|fourier_Body_AccJerk_bandsEnergy.fn_25.to.48_Y|fourier_Body_AccJerk_bandsEnergy.fn_1.to.8_Z|fourier_Body_AccJerk_bandsEnergy.fn_9.to.16_Z|fourier_Body_AccJerk_bandsEnergy.fn_17.to.24_Z|fourier_Body_AccJerk_bandsEnergy.fn_25.to.32_Z|fourier_Body_AccJerk_bandsEnergy.fn_33.to.40_Z|fourier_Body_AccJerk_bandsEnergy.fn_41.to.48_Z|fourier_Body_AccJerk_bandsEnergy.fn_49.to.56_Z|fourier_Body_AccJerk_bandsEnergy.fn_57.to.64_Z|fourier_Body_AccJerk_bandsEnergy.fn_1.to.16_Z|fourier_Body_AccJerk_bandsEnergy.fn_17.to.32_Z|fourier_Body_AccJerk_bandsEnergy.fn_33.to.48_Z|fourier_Body_AccJerk_bandsEnergy.fn_49.to.64_Z|fourier_Body_AccJerk_bandsEnergy.fn_1.to.24_Z|fourier_Body_AccJerk_bandsEnergy.fn_25.to.48_Z|fourier_Body_Gyro_mean.fn_X|fourier_Body_Gyro_mean.fn_Y|fourier_Body_Gyro_mean.fn_Z|fourier_Body_Gyro_std.fn_X|fourier_Body_Gyro_std.fn_Y|fourier_Body_Gyro_std.fn_Z|fourier_Body_Gyro_mad.fn_X|fourier_Body_Gyro_mad.fn_Y|fourier_Body_Gyro_mad.fn_Z|fourier_Body_Gyro_max.fn_X|fourier_Body_Gyro_max.fn_Y|fourier_Body_Gyro_max.fn_Z|fourier_Body_Gyro_min.fn_X|fourier_Body_Gyro_min.fn_Y|fourier_Body_Gyro_min.fn_Z|fourier_Body_Gyro_sma.fn|fourier_Body_Gyro_energy.fn_X|fourier_Body_Gyro_energy.fn_Y|fourier_Body_Gyro_energy.fn_Z|fourier_Body_Gyro_iqr.fn_X|fourier_Body_Gyro_iqr.fn_Y|fourier_Body_Gyro_iqr.fn_Z|fourier_Body_Gyro_entropy.fn_X|fourier_Body_Gyro_entropy.fn_Y|fourier_Body_Gyro_entropy.fn_Z|fourier_Body_Gyro_maxInds_X|fourier_Body_Gyro_maxInds_Y|fourier_Body_Gyro_maxInds_Z|fourier_Body_Gyro_meanFreq.fn_X|fourier_Body_Gyro_meanFreq.fn_Y|fourier_Body_Gyro_meanFreq.fn_Z|fourier_Body_Gyro_skewness.fn_X|fourier_Body_Gyro_kurtosis.fn_X|fourier_Body_Gyro_skewness.fn_Y|fourier_Body_Gyro_kurtosis.fn_Y|fourier_Body_Gyro_skewness.fn_Z|fourier_Body_Gyro_kurtosis.fn_Z|fourier_Body_Gyro_bandsEnergy.fn_1.to.8_X|fourier_Body_Gyro_bandsEnergy.fn_9.to.16_X|fourier_Body_Gyro_bandsEnergy.fn_17.to.24_X|fourier_Body_Gyro_bandsEnergy.fn_25.to.32_X|fourier_Body_Gyro_bandsEnergy.fn_33.to.40_X|fourier_Body_Gyro_bandsEnergy.fn_41.to.48_X|fourier_Body_Gyro_bandsEnergy.fn_49.to.56_X|fourier_Body_Gyro_bandsEnergy.fn_57.to.64_X|fourier_Body_Gyro_bandsEnergy.fn_1.to.16_X|fourier_Body_Gyro_bandsEnergy.fn_17.to.32_X|fourier_Body_Gyro_bandsEnergy.fn_33.to.48_X|fourier_Body_Gyro_bandsEnergy.fn_49.to.64_X|fourier_Body_Gyro_bandsEnergy.fn_1.to.24_X|fourier_Body_Gyro_bandsEnergy.fn_25.to.48_X|fourier_Body_Gyro_bandsEnergy.fn_1.to.8_Y|fourier_Body_Gyro_bandsEnergy.fn_9.to.16_Y|fourier_Body_Gyro_bandsEnergy.fn_17.to.24_Y|fourier_Body_Gyro_bandsEnergy.fn_25.to.32_Y|fourier_Body_Gyro_bandsEnergy.fn_33.to.40_Y|fourier_Body_Gyro_bandsEnergy.fn_41.to.48_Y|fourier_Body_Gyro_bandsEnergy.fn_49.to.56_Y|fourier_Body_Gyro_bandsEnergy.fn_57.to.64_Y|fourier_Body_Gyro_bandsEnergy.fn_1.to.16_Y|fourier_Body_Gyro_bandsEnergy.fn_17.to.32_Y|fourier_Body_Gyro_bandsEnergy.fn_33.to.48_Y|fourier_Body_Gyro_bandsEnergy.fn_49.to.64_Y|fourier_Body_Gyro_bandsEnergy.fn_1.to.24_Y|fourier_Body_Gyro_bandsEnergy.fn_25.to.48_Y|fourier_Body_Gyro_bandsEnergy.fn_1.to.8_Z|fourier_Body_Gyro_bandsEnergy.fn_9.to.16_Z|fourier_Body_Gyro_bandsEnergy.fn_17.to.24_Z|fourier_Body_Gyro_bandsEnergy.fn_25.to.32_Z|fourier_Body_Gyro_bandsEnergy.fn_33.to.40_Z|fourier_Body_Gyro_bandsEnergy.fn_41.to.48_Z|fourier_Body_Gyro_bandsEnergy.fn_49.to.56_Z|fourier_Body_Gyro_bandsEnergy.fn_57.to.64_Z|fourier_Body_Gyro_bandsEnergy.fn_1.to.16_Z|fourier_Body_Gyro_bandsEnergy.fn_17.to.32_Z|fourier_Body_Gyro_bandsEnergy.fn_33.to.48_Z|fourier_Body_Gyro_bandsEnergy.fn_49.to.64_Z|fourier_Body_Gyro_bandsEnergy.fn_1.to.24_Z|fourier_Body_Gyro_bandsEnergy.fn_25.to.48_Z|fourier_Body_AccMag_mean.fn|fourier_Body_AccMag_std.fn|fourier_Body_AccMag_mad.fn|fourier_Body_AccMag_max.fn|fourier_Body_AccMag_min.fn|fourier_Body_AccMag_sma.fn|fourier_Body_AccMag_energy.fn|fourier_Body_AccMag_iqr.fn|fourier_Body_AccMag_entropy.fn|fourier_Body_AccMag_maxInds|fourier_Body_AccMag_meanFreq.fn|fourier_Body_AccMag_skewness.fn|fourier_Body_AccMag_kurtosis.fn|fourier_Body_AccJerkMag_mean.fn|fourier_Body_AccJerkMag_std.fn|fourier_Body_AccJerkMag_mad.fn|fourier_Body_AccJerkMag_max.fn|fourier_Body_AccJerkMag_min.fn|fourier_Body_AccJerkMag_sma.fn|fourier_Body_AccJerkMag_energy.fn|fourier_Body_AccJerkMag_iqr.fn|fourier_Body_AccJerkMag_entropy.fn|fourier_Body_AccJerkMag_maxInds|fourier_Body_AccJerkMag_meanFreq.fn|fourier_Body_AccJerkMag_skewness.fn|fourier_Body_AccJerkMag_kurtosis.fn|fourier_Body_GyroMag_mean.fn|fourier_Body_GyroMag_std.fn|fourier_Body_GyroMag_mad.fn|fourier_Body_GyroMag_max.fn|fourier_Body_GyroMag_min.fn|fourier_Body_GyroMag_sma.fn|fourier_Body_GyroMag_energy.fn|fourier_Body_GyroMag_iqr.fn|fourier_Body_GyroMag_entropy.fn|fourier_Body_GyroMag_maxInds|fourier_Body_GyroMag_meanFreq.fn|fourier_Body_GyroMag_skewness.fn|fourier_Body_GyroMag_kurtosis.fn|fourier_Body_GyroJerkMag_mean.fn|fourier_Body_GyroJerkMag_std.fn|fourier_Body_GyroJerkMag_mad.fn|fourier_Body_GyroJerkMag_max.fn|fourier_Body_GyroJerkMag_min.fn|fourier_Body_GyroJerkMag_sma.fn|fourier_Body_GyroJerkMag_energy.fn|fourier_Body_GyroJerkMag_iqr.fn|fourier_Body_GyroJerkMag_entropy.fn|fourier_Body_GyroJerkMag_maxInds|fourier_Body_GyroJerkMag_meanFreq.fn|fourier_Body_GyroJerkMag_skewness.fn|fourier_Body_GyroJerkMag_kurtosis.fn|angle_fn.tBodyAccMean.to.gravity.fn|angle_fn.tBodyAccJerkMean.to.gravityMean.fn|angle_fn.tBodyGyroMean.to.gravityMean.fn|angle_fn.tBodyGyroJerkMean.to.gravityMean.fn|angle_fn.X.to.gravityMean.fn|angle_fn.Y.to.gravityMean.fn|angle_fn.Z.to.gravityMean.fn]

=
Table: smartphones_Mean_tidy_Axis_5.csv

 |------->activity_id             integer   [1..6]
 |------->activity_description    character [WALKING|WALKING_UPSTAIRS|WALKING_DOWNSTAIRS|SITTING|STANDING|LAYING]
 |------->subject_id              integer   [1..30]
 |------->origin                  character [time|fourier]
 |------->base                    character [Body|Gravity]
 |------->device                  character [Acc|AccJerk|Gyro|GyroJerk]
 |------->measure                 character [mean.fn]
 |------->axis                    character [X|Y|Z]
 |------->result.fn    

= Table: smartphones_Mean_tidy_Magnitude_5.csv

 |------->activity_id             integer   [1..6]
 |------->activity_description    character [WALKING|WALKING_UPSTAIRS|WALKING_DOWNSTAIRS|SITTING|STANDING|LAYING]
 |------->subject_id              integer   [1..30]
 |------->origin                  character [time|fourier]
 |------->base                    character [Body|Gravity]
 |------->magnitude               character [Acc|AccJerk|Gyro|GyroJerk]
 |------->measure                 character [mean.fn]
 |------->result.fn    

= Table: smartphones_MeanStd_descriptive_3.csv

 |------->activity_id             integer   [1..6]
 |------->activity_description    character [WALKING|WALKING_UPSTAIRS|WALKING_DOWNSTAIRS|SITTING|STANDING|LAYING]
 |------->subject_id              integer   [1..30]
 |------->time_Body_Acc_mean.fn_X    
 |------->time_Body_Acc_mean.fn_Y    
 |------->time_Body_Acc_mean.fn_Z    
 |------->time_Body_Acc_std.fn_X    
 |------->time_Body_Acc_std.fn_Y    
 |------->time_Body_Acc_std.fn_Z    
 |------->time_Gravity_Acc_mean.fn_X    
 |------->time_Gravity_Acc_mean.fn_Y    
 |------->time_Gravity_Acc_mean.fn_Z    
 |------->time_Gravity_Acc_std.fn_X    
 |------->time_Gravity_Acc_std.fn_Y    
 |------->time_Gravity_Acc_std.fn_Z    
 |------->time_Body_AccJerk_mean.fn_X    
 |------->time_Body_AccJerk_mean.fn_Y    
 |------->time_Body_AccJerk_mean.fn_Z    
 |------->time_Body_AccJerk_std.fn_X    
 |------->time_Body_AccJerk_std.fn_Y    
 |------->time_Body_AccJerk_std.fn_Z    
 |------->time_Body_Gyro_mean.fn_X    
 |------->time_Body_Gyro_mean.fn_Y    
 |------->time_Body_Gyro_mean.fn_Z    
 |------->time_Body_Gyro_std.fn_X    
 |------->time_Body_Gyro_std.fn_Y    
 |------->time_Body_Gyro_std.fn_Z    
 |------->time_Body_GyroJerk_mean.fn_X    
 |------->time_Body_GyroJerk_mean.fn_Y    
 |------->time_Body_GyroJerk_mean.fn_Z    
 |------->time_Body_GyroJerk_std.fn_X    
 |------->time_Body_GyroJerk_std.fn_Y    
 |------->time_Body_GyroJerk_std.fn_Z    
 |------->time_Body_AccMag_mean.fn    
 |------->time_Body_AccMag_std.fn    
 |------->time_Gravity_AccMag_mean.fn    
 |------->time_Gravity_AccMag_std.fn    
 |------->time_Body_AccJerkMag_mean.fn    
 |------->time_Body_AccJerkMag_std.fn    
 |------->time_Body_GyroMag_mean.fn    
 |------->time_Body_GyroMag_std.fn    
 |------->time_Body_GyroJerkMag_mean.fn    
 |------->time_Body_GyroJerkMag_std.fn    
 |------->fourier_Body_Acc_mean.fn_X    
 |------->fourier_Body_Acc_mean.fn_Y    
 |------->fourier_Body_Acc_mean.fn_Z    
 |------->fourier_Body_Acc_std.fn_X    
 |------->fourier_Body_Acc_std.fn_Y    
 |------->fourier_Body_Acc_std.fn_Z    
 |------->fourier_Body_AccJerk_mean.fn_X    
 |------->fourier_Body_AccJerk_mean.fn_Y    
 |------->fourier_Body_AccJerk_mean.fn_Z    
 |------->fourier_Body_AccJerk_std.fn_X    
 |------->fourier_Body_AccJerk_std.fn_Y    
 |------->fourier_Body_AccJerk_std.fn_Z    
 |------->fourier_Body_Gyro_mean.fn_X    
 |------->fourier_Body_Gyro_mean.fn_Y    
 |------->fourier_Body_Gyro_mean.fn_Z    
 |------->fourier_Body_Gyro_std.fn_X    
 |------->fourier_Body_Gyro_std.fn_Y    
 |------->fourier_Body_Gyro_std.fn_Z    
 |------->fourier_Body_AccMag_mean.fn    
 |------->fourier_Body_AccMag_std.fn    
 |------->fourier_Body_AccJerkMag_mean.fn    
 |------->fourier_Body_AccJerkMag_std.fn    
 |------->fourier_Body_GyroMag_mean.fn    
 |------->fourier_Body_GyroMag_std.fn    
 |------->fourier_Body_GyroJerkMag_mean.fn    
 |------->fourier_Body_GyroJerkMag_std.fn