meanstd.txt
| Column | Column Name | Type | Description | Values |
|---|---|---|---|---|
| 1 | subject.number | integer | number of volunteer in study | 1 – 30 |
| 2 | type | character | which partition participant was in (70% were in training, 30% were in test) | test, train |
| 3 | activity.name | character | Which of the six activities measured | walking; walking_upstairs; walking_downstairs; sitting; standing; laying |
| 4 | time.BodyAcc.mean.X | numeric | mean for time of BodyAcc – X Dimension | normalized and bound between [-1,1] |
| 5 | time.BodyAcc.mean.Y | numeric | mean for time of BodyAcc – Y Dimension | normalized and bound between [-1,1] |
| 6 | time.BodyAcc.mean.Z | numeric | mean for time of BodyAcc – Z Dimension | normalized and bound between [-1,1] |
| 7 | time.BodyAcc.std.X | numeric | standard deviation for time of BodyAcc – X Dimension | normalized and bound between [-1,1] |
| 8 | time.BodyAcc.std.Y | numeric | standard deviation for time of BodyAcc – Y Dimension | normalized and bound between [-1,1] |
| 9 | time.BodyAcc.std.Z | numeric | standard deviation for time of BodyAcc – Z Dimension | normalized and bound between [-1,1] |
| 10 | time.GravityAcc.mean.X | numeric | mean for time of GravityAcc – X Dimension | normalized and bound between [-1,1] |
| 11 | time.GravityAcc.mean.Y | numeric | mean for time of GravityAcc – Y Dimension | normalized and bound between [-1,1] |
| 12 | time.GravityAcc.mean.Z | numeric | mean for time of GravityAcc – Z Dimension | normalized and bound between [-1,1] |
| 13 | time.GravityAcc.std.X | numeric | standard deviation for time of GravityAcc – X Dimension | normalized and bound between [-1,1] |
| 14 | time.GravityAcc.std.Y | numeric | standard deviation for time of GravityAcc – Y Dimension | normalized and bound between [-1,1] |
| 15 | time.GravityAcc.std.Z | numeric | standard deviation for time of GravityAcc – Z Dimension | normalized and bound between [-1,1] |
| 16 | time.BodyAccJerk.mean.X | numeric | mean for time of BodyAccJerk – X Dimension | normalized and bound between [-1,1] |
| 17 | time.BodyAccJerk.mean.Y | numeric | mean for time of BodyAccJerk – Y Dimension | normalized and bound between [-1,1] |
| 18 | time.BodyAccJerk.mean.Z | numeric | mean for time of BodyAccJerk – Z Dimension | normalized and bound between [-1,1] |
| 19 | time.BodyAccJerk.std.X | numeric | standard deviation for time of BodyAccJerk – X Dimension | normalized and bound between [-1,1] |
| 20 | time.BodyAccJerk.std.Y | numeric | standard deviation for time of BodyAccJerk – Y Dimension | normalized and bound between [-1,1] |
| 21 | time.BodyAccJerk.std.Z | numeric | standard deviation for time of BodyAccJerk – Z Dimension | normalized and bound between [-1,1] |
| 22 | time.BodyGyro.mean.X | numeric | mean for time of BodyGyro – X Dimension | normalized and bound between [-1,1] |
| 23 | time.BodyGyro.mean.Y | numeric | mean for time of BodyGyro – Y Dimension | normalized and bound between [-1,1] |
| 24 | time.BodyGyro.mean.Z | numeric | mean for time of BodyGyro – Z Dimension | normalized and bound between [-1,1] |
| 25 | time.BodyGyro.std.X | numeric | standard deviation for time of BodyGyro – X Dimension | normalized and bound between [-1,1] |
| 26 | time.BodyGyro.std.Y | numeric | standard deviation for time of BodyGyro – Y Dimension | normalized and bound between [-1,1] |
| 27 | time.BodyGyro.std.Z | numeric | standard deviation for time of BodyGyro – Z Dimension | normalized and bound between [-1,1] |
| 28 | time.BodyGyroJerk.mean.X | numeric | mean for time of BodyGyroJerk – X Dimension | normalized and bound between [-1,1] |
| 29 | time.BodyGyroJerk.mean.Y | numeric | mean for time of BodyGyroJerk – Y Dimension | normalized and bound between [-1,1] |
| 30 | time.BodyGyroJerk.mean.Z | numeric | mean for time of BodyGyroJerk – Z Dimension | normalized and bound between [-1,1] |
| 31 | time.BodyGyroJerk.std.X | numeric | standard deviation for time of BodyGyroJerk – X Dimension | normalized and bound between [-1,1] |
| 32 | time.BodyGyroJerk.std.Y | numeric | standard deviation for time of BodyGyroJerk – Y Dimension | normalized and bound between [-1,1] |
| 33 | time.BodyGyroJerk.std.Z | numeric | standard deviation for time of BodyGyroJerk – Z Dimension | normalized and bound between [-1,1] |
| 34 | time.BodyAccMag.mean | numeric | mean for time of BodyAccMag | normalized and bound between [-1,1] |
| 35 | time.BodyAccMag.std | numeric | standard deviation for time of BodyAccMag | normalized and bound between [-1,1] |
| 36 | time.GravityAccMag.mean | numeric | mean for time of GravityAccMag | normalized and bound between [-1,1] |
| 37 | time.GravityAccMag.std | numeric | standard deviation for time of GravityAccMag | normalized and bound between [-1,1] |
| 38 | time.BodyAccJerkMag.mean | numeric | mean for time of BodyAccJerkMag | normalized and bound between [-1,1] |
| 39 | time.BodyAccJerkMag.std | numeric | standard deviation for time of BodyAccJerkMag | normalized and bound between [-1,1] |
| 40 | time.BodyGyroMag.mean | numeric | mean for time of BodyGyroMag | normalized and bound between [-1,1] |
| 41 | time.BodyGyroMag.std | numeric | standard deviation for time of BodyGyroMag | normalized and bound between [-1,1] |
| 42 | time.BodyGyroJerkMag.mean | numeric | mean for time of BodyGyroJerkMag | normalized and bound between [-1,1] |
| 43 | time.BodyGyroJerkMag.std | numeric | standard deviation for time of BodyGyroJerkMag | normalized and bound between [-1,1] |
| 44 | frequency.BodyAcc.mean.X | numeric | mean for frequency of BodyAcc – X Dimension | normalized and bound between [-1,1] |
| 45 | frequency.BodyAcc.frequency.Y | numeric | mean for frequency of BodyAcc – Y Dimension | normalized and bound between [-1,1] |
| 46 | frequency.BodyAcc.mean.Z | numeric | mean for frequency of BodyAcc – Z Dimension | normalized and bound between [-1,1] |
| 47 | frequency.BodyAcc.std.X | numeric | standard deviation for frequency of BodyAcc – X Dimension | normalized and bound between [-1,1] |
| 48 | frequency.BodyAcc.std.Y | numeric | standard deviation for frequency of BodyAcc – Y Dimension | normalized and bound between [-1,1] |
| 49 | frequency.BodyAcc.std.Z | numeric | standard deviation for frequency of BodyAcc – Z Dimension | normalized and bound between [-1,1] |
| 50 | frequency.BodyAccJerk.frequency.X | numeric | mean for frequency of GravityAcc – X Dimension | normalized and bound between [-1,1] |
| 51 | frequency.BodyAccJerk.frequency.Y | numeric | mean for frequency of GravityAcc – Y Dimension | normalized and bound between [-1,1] |
| 52 | frequency.BodyAccJerk.frequency.Z | numeric | mean for frequency of GravityAcc – Z Dimension | normalized and bound between [-1,1] |
| 53 | frequency.BodyAccJerk.std.X | numeric | standard deviation for frequency of GravityAcc – X Dimension | normalized and bound between [-1,1] |
| 54 | frequency.BodyAccJerk.std.Y | numeric | standard deviation for frequency of GravityAcc – Y Dimension | normalized and bound between [-1,1] |
| 55 | frequency.BodyAccJerk.std.Z | numeric | standard deviation for frequency of GravityAcc – Z Dimension | normalized and bound between [-1,1] |
| 56 | frequency.BodyGyro.frequency.X | numeric | mean for frequency of BodyAccJerk – X Dimension | normalized and bound between [-1,1] |
| 57 | frequency.BodyGyro.frequency.Y | numeric | mean for frequency of BodyAccJerk – Y Dimension | normalized and bound between [-1,1] |
| 58 | frequency.BodyGyro.frequency.Z | numeric | mean for frequency of BodyAccJerk – Z Dimension | normalized and bound between [-1,1] |
| 59 | frequency.BodyGyro.std.X | numeric | standard deviation for frequency of BodyAccJerk – X Dimension | normalized and bound between [-1,1] |
| 60 | frequency.BodyGyro.std.Y | numeric | standard deviation for frequency of BodyAccJerk – Y Dimension | normalized and bound between [-1,1] |
| 61 | frequency.BodyGyro.std.Z | numeric | standard deviation for frequency of BodyAccJerk – Z Dimension | normalized and bound between [-1,1] |
| 62 | frequency.BodyAccMag.mean | numeric | mean for frequency of BodyAccMag | normalized and bound between [-1,1] |
| 63 | frequency.BodyAccMag.std | numeric | standard deviation for frequency of BodyAccMag | normalized and bound between [-1,1] |
| 64 | frequency.BodyBodyAccJerkMag.mean | numeric | mean for frequency of BodyBodyAccJerkMag | normalized and bound between [-1,1] |
| 65 | frequency.BodyBodyAccJerkMag.std | numeric | standard deviation for frequency of BodyBodyAccJerkMag | normalized and bound between [-1,1] |
| 66 | frequency.BodyBodyGyroMag.mean | numeric | mean for frequency of BodyBodyGyroMag | normalized and bound between [-1,1] |
| 67 | frequency.BodyBodyGyroMag.std | numeric | standard deviation for frequency of BodyBodyGyroMag | normalized and bound between [-1,1] |
| 68 | frequency.BodyBodyGyroJerkMag.mean | numeric | mean for frequency of BodyGyroJerkMag | normalized and bound between [-1,1] |
| 69 | frequency.BodyBodyGyroJerkMag.std | numeric | standard deviation for frequency of BodyGyroJerkMag | normalized and bound between [-1,1] |
summarymeanstd.txt
| Column | Column Name | Type | Description | Values |
|---|---|---|---|---|
| 1 | subject.number | integer | number of volunteer in study | 1 – 30 |
| 2 | type | character | which partition participant was in (70% were in training, 30% were in test) | test, train |
| 3 | activity.name | character | Which of the six activities measured | walking; walking_upstairs; walking_downstairs; sitting; standing; laying |
| 4 | time.BodyAcc.mean.X | numeric | mean for time of BodyAcc – X Dimension | normalized and bound between [-1,1] |
| 5 | time.BodyAcc.mean.Y | numeric | mean for time of BodyAcc – Y Dimension | normalized and bound between [-1,1] |
| 6 | time.BodyAcc.mean.Z | numeric | mean for time of BodyAcc – Z Dimension | normalized and bound between [-1,1] |
| 7 | time.BodyAcc.std.X | numeric | standard deviation for time of BodyAcc – X Dimension | normalized and bound between [-1,1] |
| 8 | time.BodyAcc.std.Y | numeric | standard deviation for time of BodyAcc – Y Dimension | normalized and bound between [-1,1] |
| 9 | time.BodyAcc.std.Z | numeric | standard deviation for time of BodyAcc – Z Dimension | normalized and bound between [-1,1] |
| 10 | time.GravityAcc.mean.X | numeric | mean for time of GravityAcc – X Dimension | normalized and bound between [-1,1] |
| 11 | time.GravityAcc.mean.Y | numeric | mean for time of GravityAcc – Y Dimension | normalized and bound between [-1,1] |
| 12 | time.GravityAcc.mean.Z | numeric | mean for time of GravityAcc – Z Dimension | normalized and bound between [-1,1] |
| 13 | time.GravityAcc.std.X | numeric | standard deviation for time of GravityAcc – X Dimension | normalized and bound between [-1,1] |
| 14 | time.GravityAcc.std.Y | numeric | standard deviation for time of GravityAcc – Y Dimension | normalized and bound between [-1,1] |
| 15 | time.GravityAcc.std.Z | numeric | standard deviation for time of GravityAcc – Z Dimension | normalized and bound between [-1,1] |
| 16 | time.BodyAccJerk.mean.X | numeric | mean for time of BodyAccJerk – X Dimension | normalized and bound between [-1,1] |
| 17 | time.BodyAccJerk.mean.Y | numeric | mean for time of BodyAccJerk – Y Dimension | normalized and bound between [-1,1] |
| 18 | time.BodyAccJerk.mean.Z | numeric | mean for time of BodyAccJerk – Z Dimension | normalized and bound between [-1,1] |
| 19 | time.BodyAccJerk.std.X | numeric | standard deviation for time of BodyAccJerk – X Dimension | normalized and bound between [-1,1] |
| 20 | time.BodyAccJerk.std.Y | numeric | standard deviation for time of BodyAccJerk – Y Dimension | normalized and bound between [-1,1] |
| 21 | time.BodyAccJerk.std.Z | numeric | standard deviation for time of BodyAccJerk – Z Dimension | normalized and bound between [-1,1] |
| 22 | time.BodyGyro.mean.X | numeric | mean for time of BodyGyro – X Dimension | normalized and bound between [-1,1] |
| 23 | time.BodyGyro.mean.Y | numeric | mean for time of BodyGyro – Y Dimension | normalized and bound between [-1,1] |
| 24 | time.BodyGyro.mean.Z | numeric | mean for time of BodyGyro – Z Dimension | normalized and bound between [-1,1] |
| 25 | time.BodyGyro.std.X | numeric | standard deviation for time of BodyGyro – X Dimension | normalized and bound between [-1,1] |
| 26 | time.BodyGyro.std.Y | numeric | standard deviation for time of BodyGyro – Y Dimension | normalized and bound between [-1,1] |
| 27 | time.BodyGyro.std.Z | numeric | standard deviation for time of BodyGyro – Z Dimension | normalized and bound between [-1,1] |
| 28 | time.BodyGyroJerk.mean.X | numeric | mean for time of BodyGyroJerk – X Dimension | normalized and bound between [-1,1] |
| 29 | time.BodyGyroJerk.mean.Y | numeric | mean for time of BodyGyroJerk – Y Dimension | normalized and bound between [-1,1] |
| 30 | time.BodyGyroJerk.mean.Z | numeric | mean for time of BodyGyroJerk – Z Dimension | normalized and bound between [-1,1] |
| 31 | time.BodyGyroJerk.std.X | numeric | standard deviation for time of BodyGyroJerk – X Dimension | normalized and bound between [-1,1] |
| 32 | time.BodyGyroJerk.std.Y | numeric | standard deviation for time of BodyGyroJerk – Y Dimension | normalized and bound between [-1,1] |
| 33 | time.BodyGyroJerk.std.Z | numeric | standard deviation for time of BodyGyroJerk – Z Dimension | normalized and bound between [-1,1] |
| 34 | time.BodyAccMag.mean | numeric | mean for time of BodyAccMag | normalized and bound between [-1,1] |
| 35 | time.BodyAccMag.std | numeric | standard deviation for time of BodyAccMag | normalized and bound between [-1,1] |
| 36 | time.GravityAccMag.mean | numeric | mean for time of GravityAccMag | normalized and bound between [-1,1] |
| 37 | time.GravityAccMag.std | numeric | standard deviation for time of GravityAccMag | normalized and bound between [-1,1] |
| 38 | time.BodyAccJerkMag.mean | numeric | mean for time of BodyAccJerkMag | normalized and bound between [-1,1] |
| 39 | time.BodyAccJerkMag.std | numeric | standard deviation for time of BodyAccJerkMag | normalized and bound between [-1,1] |
| 40 | time.BodyGyroMag.mean | numeric | mean for time of BodyGyroMag | normalized and bound between [-1,1] |
| 41 | time.BodyGyroMag.std | numeric | standard deviation for time of BodyGyroMag | normalized and bound between [-1,1] |
| 42 | time.BodyGyroJerkMag.mean | numeric | mean for time of BodyGyroJerkMag | normalized and bound between [-1,1] |
| 43 | time.BodyGyroJerkMag.std | numeric | standard deviation for time of BodyGyroJerkMag | normalized and bound between [-1,1] |
| 44 | frequency.BodyAcc.mean.X | numeric | mean for frequency of BodyAcc – X Dimension | normalized and bound between [-1,1] |
| 45 | frequency.BodyAcc.frequency.Y | numeric | mean for frequency of BodyAcc – Y Dimension | normalized and bound between [-1,1] |
| 46 | frequency.BodyAcc.mean.Z | numeric | mean for frequency of BodyAcc – Z Dimension | normalized and bound between [-1,1] |
| 47 | frequency.BodyAcc.std.X | numeric | standard deviation for frequency of BodyAcc – X Dimension | normalized and bound between [-1,1] |
| 48 | frequency.BodyAcc.std.Y | numeric | standard deviation for frequency of BodyAcc – Y Dimension | normalized and bound between [-1,1] |
| 49 | frequency.BodyAcc.std.Z | numeric | standard deviation for frequency of BodyAcc – Z Dimension | normalized and bound between [-1,1] |
| 50 | frequency.BodyAccJerk.frequency.X | numeric | mean for frequency of GravityAcc – X Dimension | normalized and bound between [-1,1] |
| 51 | frequency.BodyAccJerk.frequency.Y | numeric | mean for frequency of GravityAcc – Y Dimension | normalized and bound between [-1,1] |
| 52 | frequency.BodyAccJerk.frequency.Z | numeric | mean for frequency of GravityAcc – Z Dimension | normalized and bound between [-1,1] |
| 53 | frequency.BodyAccJerk.std.X | numeric | standard deviation for frequency of GravityAcc – X Dimension | normalized and bound between [-1,1] |
| 54 | frequency.BodyAccJerk.std.Y | numeric | standard deviation for frequency of GravityAcc – Y Dimension | normalized and bound between [-1,1] |
| 55 | frequency.BodyAccJerk.std.Z | numeric | standard deviation for frequency of GravityAcc – Z Dimension | normalized and bound between [-1,1] |
| 56 | frequency.BodyGyro.frequency.X | numeric | mean for frequency of BodyAccJerk – X Dimension | normalized and bound between [-1,1] |
| 57 | frequency.BodyGyro.frequency.Y | numeric | mean for frequency of BodyAccJerk – Y Dimension | normalized and bound between [-1,1] |
| 58 | frequency.BodyGyro.frequency.Z | numeric | mean for frequency of BodyAccJerk – Z Dimension | normalized and bound between [-1,1] |
| 59 | frequency.BodyGyro.std.X | numeric | standard deviation for frequency of BodyAccJerk – X Dimension | normalized and bound between [-1,1] |
| 60 | frequency.BodyGyro.std.Y | numeric | standard deviation for frequency of BodyAccJerk – Y Dimension | normalized and bound between [-1,1] |
| 61 | frequency.BodyGyro.std.Z | numeric | standard deviation for frequency of BodyAccJerk – Z Dimension | normalized and bound between [-1,1] |
| 62 | frequency.BodyAccMag.mean | numeric | mean for frequency of BodyAccMag | normalized and bound between [-1,1] |
| 63 | frequency.BodyAccMag.std | numeric | standard deviation for frequency of BodyAccMag | normalized and bound between [-1,1] |
| 64 | frequency.BodyBodyAccJerkMag.mean | numeric | mean for frequency of BodyBodyAccJerkMag | normalized and bound between [-1,1] |
| 65 | frequency.BodyBodyAccJerkMag.std | numeric | standard deviation for frequency of BodyBodyAccJerkMag | normalized and bound between [-1,1] |
| 66 | frequency.BodyBodyGyroMag.mean | numeric | mean for frequency of BodyBodyGyroMag | normalized and bound between [-1,1] |
| 67 | frequency.BodyBodyGyroMag.std | numeric | standard deviation for frequency of BodyBodyGyroMag | normalized and bound between [-1,1] |
| 68 | frequency.BodyBodyGyroJerkMag.mean | numeric | mean for frequency of BodyGyroJerkMag | normalized and bound between [-1,1] |
| 69 | frequency.BodyBodyGyroJerkMag.std | numeric | standard deviation for frequency of BodyGyroJerkMag | normalized and bound between [-1,1] |