Human Activity Recognition Using Smartphones Data There were 561 features present in the original data set. Our tidy data set has 68. Human Activity Recognition Using Smartphones Data Set
- SubjectNum
- Activity
- tBodyAcc-mean-X
- tBodyAcc-mean-Y
- tBodyAcc-mean-Z
- tBodyAcc-std-X
- tBodyAcc-std-Y
- tBodyAcc-std-Z
- tGravityAcc-mean-X
- tGravityAcc-mean-Y
- tGravityAcc-mean-Z
- tGravityAcc-std-X
- tGravityAcc-std-Y
- tGravityAcc-std-Z
- tBodyAccJerk-mean-X
- tBodyAccJerk-mean-Y
- tBodyAccJerk-mean-Z
- tBodyAccJerk-std-X
- tBodyAccJerk-std-Y
- tBodyAccJerk-std-Z
- tBodyGyro-mean-X
- tBodyGyro-mean-Y
- tBodyGyro-mean-Z
- tBodyGyro-std-X
- tBodyGyro-std-Y
- tBodyGyro-std-Z
- tBodyGyroJerk-mean-X
- tBodyGyroJerk-mean-Y
- tBodyGyroJerk-mean-Z
- tBodyGyroJerk-std-X
- tBodyGyroJerk-std-Y
- tBodyGyroJerk-std-Z
- tBodyAccMag-mean
- tBodyAccMag-std
- tGravityAccMag-mean
- tGravityAccMag-std
- tBodyAccJerkMag-mean
- tBodyAccJerkMag-std
- tBodyGyroMag-mean
- tBodyGyroMag-std
- tBodyGyroJerkMag-mean
- tBodyGyroJerkMag-std
- fBodyAcc-mean-X
- fBodyAcc-mean-Y
- fBodyAcc-mean-Z
- fBodyAcc-std-X
- fBodyAcc-std-Y
- fBodyAcc-std-Z
- fBodyAccJerk-mean-X
- fBodyAccJerk-mean-Y
- fBodyAccJerk-mean-Z
- fBodyAccJerk-std-X
- fBodyAccJerk-std-Y
- fBodyAccJerk-std-Z
- fBodyGyro-mean-X
- fBodyGyro-mean-Y
- fBodyGyro-mean-Z
- fBodyGyro-std-X
- fBodyGyro-std-Y
- fBodyGyro-std-Z
- fBodyAccMag-mean
- fBodyAccMag-std
- fBodyBodyAccJerkMag-mean
- fBodyBodyAccJerkMag-std
- fBodyBodyGyroMag-mean
- fBodyBodyGyroMag-std
- fBodyBodyGyroJerkMag-mean
- fBodyBodyGyroJerkMag-std
| activityNumber | activityName |
|---|---|
| 1 | WALKING |
| 2 | WALKING_UPSTAIRS |
| 3 | WALKING_DOWNSTAIRS |
| 4 | SITTING |
| 5 | STANDING |
| 6 | LAYING |