This notebook checks the frame rate of every kinect face file in the military dataset.

If the minimum framerate of the file is less than 10, the frame rate plot is displayed. This is to check if the low frame rate is an outlier or if the frame rate of the file is actually low.

Load

library(ggplot2)
library(dplyr)
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
library(plotly)
## 
## Attaching package: 'plotly'
## The following object is masked from 'package:ggplot2':
## 
##     last_plot
## The following object is masked from 'package:stats':
## 
##     filter
## The following object is masked from 'package:graphics':
## 
##     layout
library(magrittr)

#cat("Files inside lenovo folder are obtained from running Kinect files on Lenovo laptop.\n\n")
#cat("Files inside VAIO folder are obtained from running Kinect files on Sony VAIO laptop.\n\n")
#cat("File naming convention: A file with format .._0i.csv means that the .csv file was obtained in the i-th run of Kinect Studio for that file, without changing the loaded Kinect file in the kinect Studio between consecutive runs.\n\n")


dataDir <- '../../Military/'

# Military Kinect Skeleton Files
files <- c(

paste0(dataDir, "P061/P061_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_152627_00.csv"),
paste0(dataDir, "P061/P061_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185544_00.csv"),
paste0(dataDir, "P062/P062_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_151212_00.csv"),
paste0(dataDir, "P062/P062_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185037_00.csv"),
paste0(dataDir, "P063/P063_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190605_00.csv"),
paste0(dataDir, "P064/P064_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190727_00.csv"),
paste0(dataDir, "P065/P065_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_153518_00.csv"),
paste0(dataDir, "P065/P065_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_184727_00.csv"),
paste0(dataDir, "P067/P067_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_151716_00.csv"),
paste0(dataDir, "P067/P067_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_191359_00.csv"),
paste0(dataDir, "P068/P068_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_150514_00.csv"),
paste0(dataDir, "P068/P068_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190813_00.csv"),
paste0(dataDir, "P069/P069_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_153752_00.csv"),
paste0(dataDir, "P069/P069_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_191315_00.csv"),
paste0(dataDir, "P072/P072_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_152137_00.csv"),
paste0(dataDir, "P072/P072_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185122_00.csv"),
paste0(dataDir, "P073/P073_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_191634_00.csv"),
paste0(dataDir, "P074/P074_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_150559_00.csv"),
paste0(dataDir, "P074/P074_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190438_00.csv"),
paste0(dataDir, "P077/P077_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_151601_00.csv"),
paste0(dataDir, "P077/P077_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190645_00.csv"),
paste0(dataDir, "P078/P078_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_184418_00.csv"),
paste0(dataDir, "P079/P079_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_152824_00.csv"),
paste0(dataDir, "P079/P079_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_184816_00.csv"),
paste0(dataDir, "P081/P081_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_153431_00.csv"),
paste0(dataDir, "P081/P081_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190039_00.csv"),
paste0(dataDir, "P082/P082_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_145307_00.csv"),
paste0(dataDir, "P083/P083_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_145456_00.csv"),
paste0(dataDir, "P083/P083_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_192956_00.csv"),
paste0(dataDir, "P083/P083_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_2_20170623_193028_00.csv"),
paste0(dataDir, "P084/P084_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_151339_00.csv"),
paste0(dataDir, "P084/P084_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_184226_00.csv"),
paste0(dataDir, "P085/P085_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_184512_00.csv"),
paste0(dataDir, "P086/P086_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_154019_00.csv"),
paste0(dataDir, "P086/P086_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_191803_00.csv"),
paste0(dataDir, "P087/P087_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_150355_00.csv"),
paste0(dataDir, "P087/P087_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190323_00.csv"),
paste0(dataDir, "P088/P088_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185308_00.csv"),
paste0(dataDir, "P089/P089_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_151255_00.csv"),
paste0(dataDir, "P089/P089_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185820_00.csv"),
paste0(dataDir, "P090/P090_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_152221_00.csv"),
paste0(dataDir, "P090/P090_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190941_00.csv"),
paste0(dataDir, "P091/P091_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_151520_00.csv"),
paste0(dataDir, "P091/P091_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185448_00.csv"),
paste0(dataDir, "P092/P092_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_153919_00.csv"),
paste0(dataDir, "P092/P092_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_184903_00.csv"),
paste0(dataDir, "P093/P093_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_145550_00.csv"),
paste0(dataDir, "P094/P094_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_152916_00.csv"),
paste0(dataDir, "P094/P094_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_193320_00.csv"),
paste0(dataDir, "P095/P095_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_152733_00.csv"),
paste0(dataDir, "P095/P095_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_0_REP_1_20170623_191228_00.csv"),
paste0(dataDir, "P096/P096_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_152536_00.csv"),
paste0(dataDir, "P096/P096_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185900_00.csv"),
paste0(dataDir, "P097/P097_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_152037_00.csv"),
paste0(dataDir, "P097/P097_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185719_00.csv"),
paste0(dataDir, "P098/P098_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_153247_00.csv"),
paste0(dataDir, "P098/P098_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190144_00.csv"),
paste0(dataDir, "P099/P099_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_153656_00.csv"),
paste0(dataDir, "P099/P099_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190859_00.csv"),
paste0(dataDir, "P100/P100_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_153200_00.csv"),
paste0(dataDir, "P100/P100_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_184557_00.csv"),
paste0(dataDir, "P101/P101_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_153335_00.csv"),
paste0(dataDir, "P101/P101_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_191452_00.csv"),
paste0(dataDir, "P102/P102_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_191137_00.csv"),
paste0(dataDir, "P103/P103_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_145656_00.csv"),
paste0(dataDir, "P103/P103_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185635_00.csv"),
paste0(dataDir, "P104/P104_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_153609_00.csv"),
paste0(dataDir, "P104/P104_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_193201_00.csv"),
paste0(dataDir, "P105/P105_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_152426_00.csv"),
paste0(dataDir, "P105/P105_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_193425_00.csv"),
paste0(dataDir, "P106/P106_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_145754_00.csv"),
paste0(dataDir, "P106/P106_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_191922_00.csv"),
paste0(dataDir, "P107/P107_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_151823_00.csv"),
paste0(dataDir, "P107/P107_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_184057_00.csv"),
paste0(dataDir, "P108/P108_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185218_00.csv"),
paste0(dataDir, "P109/P109_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_150203_00.csv"),
paste0(dataDir, "P109/P109_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_184949_00.csv"),
paste0(dataDir, "P111/P111_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_153110_00.csv"),
paste0(dataDir, "P111/P111_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185356_00.csv"),
paste0(dataDir, "P112/P112_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_145405_00.csv"),
paste0(dataDir, "P112/P112_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185950_00.csv"),
paste0(dataDir, "P113/P113_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_151952_00.csv"),
paste0(dataDir, "P113/P113_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_191028_00.csv"),
paste0(dataDir, "P114/P114_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_153024_00.csv"),
paste0(dataDir, "P116/P116_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_150304_00.csv"),
paste0(dataDir, "P116/P116_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_193110_00.csv"),
paste0(dataDir, "P117/P117_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_145937_00.csv"),
paste0(dataDir, "P117/P117_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190243_00.csv"),
paste0(dataDir, "P118/P118_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190520_00.csv"),
paste0(dataDir, "P119/P119_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_151905_00.csv"),
paste0(dataDir, "P119/P119_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_191550_00.csv"),
paste0(dataDir, "P120/P120_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_151430_00.csv"),
paste0(dataDir, "P120/P120_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_184638_00.csv")
)

for (file in files){
  cat(paste("Summary statistics for file", file, ":"),"\n")
  df <- read.csv(file)
  dt0 <- df$unix_timestamp[1] - (df$unix_timestamp[2]-df$unix_timestamp[1])
  df <- df %>% mutate(dt = unix_timestamp  - lag(unix_timestamp, default=dt0[1]))
  df <- df %>% mutate(fr = 1000/dt)
  print(summary(df$fr))
  if (min(df$fr)>=10)
    cat("This file has minimum FPS greater than 10.\n\n")
  if (min(df$fr) < 10)
  {
    cat("This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.\n")
  print(ggplot(df, aes(frame_number, fr)) + geom_line() + geom_point() + ggtitle(file) +
          theme(plot.title = element_text(size = 10, face = "bold")) + ylab("Frame rate (fps)")+xlab("Time in seconds"))
  }
}
## Summary statistics for file ../../Military/P061/P061_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_152627_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.05456 0.96082 1.32802 1.62020 1.94378 7.14286 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P061/P061_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185544_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2026  3.2210  5.1546  5.4397  6.8027 16.6667 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P062/P062_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_151212_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2019  4.0900  4.5872  4.5441  5.0633  6.2500 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P062/P062_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185037_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1529  4.2328  6.0791  6.4245  8.3508 14.2857 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P063/P063_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190605_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   13.51   13.51   13.51   13.51   13.51   13.51 
## This file has minimum FPS greater than 10.
## 
## Summary statistics for file ../../Military/P064/P064_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190727_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.3148 10.5263 12.3457 12.3329 14.0845 25.6410 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P065/P065_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_153518_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1996 11.3636 12.9870 13.0478 14.9254 20.4082 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P065/P065_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_184727_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1541 12.9870 14.7059 14.7503 16.6667 23.8095 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P067/P067_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_151716_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1364  0.9388  1.3666  1.4852  2.0312  3.0488 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P067/P067_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_191359_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1503  5.1236  7.5192  8.2373 11.7647 17.5439 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P068/P068_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_150514_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1359  4.3011  5.0000  4.8506  5.5868  7.1942 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P068/P068_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190813_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2081  3.4907  5.4349  5.5905  7.3529 15.1515 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P069/P069_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_153752_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1907  5.9532  7.7519  7.7881  9.7087 18.8679 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P069/P069_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_191315_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1419  3.6369  5.9524  5.9168  7.6783 14.9254 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P072/P072_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_152137_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.07635 0.91324 1.68634 1.61475 2.23714 3.44828 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P072/P072_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185122_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1506  4.2106  6.3493  6.6521  8.3351 17.2414 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P073/P073_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_191634_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2107  9.6621 11.9048 11.2945 13.7938 18.8679 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P074/P074_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_150559_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.06694 3.26052 4.32016 3.97468 5.02513 6.06061 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P074/P074_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190438_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.358   8.130   9.804  10.155  12.346  16.949 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P077/P077_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_151601_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2131  3.7951  4.4843  4.1171  5.0505  6.6667 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P077/P077_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190645_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2132  5.4645  7.2464  7.0017  8.3333 13.3333 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P078/P078_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_184418_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1056  4.9020  6.4103  6.4866  7.8433 14.7059 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P079/P079_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_152824_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.09942 1.16520 1.68507 1.70154 2.20882 3.18471 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P079/P079_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_184816_00.csv : 
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.06763  5.29804  7.19462  7.27478  9.32416 16.12903 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P081/P081_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_153431_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1891 11.6279 14.4928 13.8241 16.9492 30.3030 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P081/P081_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190039_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2052  4.3103  5.7143  5.9102  7.1429 13.8889 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P082/P082_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_145307_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.09765 3.43056 4.05681 3.84756 4.58716 5.74713 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P083/P083_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_145456_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.09677 2.99401 3.48432 3.40647 3.93701 5.31915 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P083/P083_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_192956_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2043  6.2698  9.6621  9.0204 11.3636 18.5185 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P083/P083_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_2_20170623_193028_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2052  2.9283  4.8664  5.2652  6.9325 12.6582 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P084/P084_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_151339_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1043  0.8374  1.3643  1.6287  2.2733  5.1020 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P084/P084_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_184226_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1667  4.0201  5.1546  5.4881  6.6556 13.1579 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P085/P085_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_184512_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1498  3.6630  6.0074  5.9801  8.1301 13.8889 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P086/P086_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_154019_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1541  5.0892  6.6013  6.9592  8.7913 13.8889 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P086/P086_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_191803_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2442  4.9506  6.3291  6.5110  7.7524 12.5000 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P087/P087_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_150355_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1319  4.5249  5.1282  5.1622  5.9085  7.7519 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P087/P087_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190323_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2948  5.7803  7.9365  8.1921 10.5263 18.8679 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P088/P088_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185308_00.csv : 
##     Min.  1st Qu.   Median     Mean  3rd Qu.     Max. 
##  0.08304  4.41560  6.34927  6.73603  8.69759 17.54386 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P089/P089_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_151255_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1273  4.3011  4.8544  4.8070  5.3909  6.9930 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P089/P089_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185820_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1425  4.1669  5.6338  5.6769  6.7799 12.5000 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P090/P090_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_152221_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.01266 0.95147 1.51976 1.72817 2.48756 4.04858 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P090/P090_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190941_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2779  4.4150  5.9880  6.0799  7.6336 13.3333 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P091/P091_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_151520_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0483  3.7736  4.4053  4.2546  5.0505  6.7114 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P091/P091_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185448_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1219  3.5971  5.7143  5.8928  7.2464 14.4928 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P092/P092_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_153919_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1692  4.8960  6.4309  6.7130  8.2137 14.2857 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P092/P092_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_184903_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1861  4.3338  6.1728  7.0097  7.8125 27.7778 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P093/P093_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_145550_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.04863 3.87597 4.42478 4.37449 4.88403 6.89655 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P094/P094_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_152916_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.06251 0.82667 1.60775 1.56743 2.20153 3.14465 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P094/P094_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_193320_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1928  4.7567  5.9702  5.8863  7.1942 12.9870 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P095/P095_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_152733_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.07665 4.11523 4.60830 4.63457 5.22197 6.53595 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P095/P095_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_0_REP_1_20170623_191228_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2644  3.6233  4.9752  5.1619  6.6225 12.1951 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P096/P096_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_152536_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0104  0.6357  1.3605  1.4850  2.0450  3.5714 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P096/P096_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185900_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1866  3.5971  5.3763  5.4736  6.8493 13.6986 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P097/P097_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_152037_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1656  1.1062  1.8416  1.8167  2.2272  4.0650 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P097/P097_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185719_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1564  5.2910  6.8493  7.1529  8.7719 16.6667 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P098/P098_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_153247_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1754  3.1746  4.7847  5.0016  6.2500 13.5135 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P098/P098_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190144_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2137  4.8901  6.8493  6.9580  8.8894 15.6250 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P099/P099_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_153656_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.196  11.236  12.821  13.224  15.152  24.390 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P099/P099_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190859_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1405  5.8824  8.2989  8.3322 10.8696 15.8730 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P100/P100_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_153200_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1757 10.5263 12.6582 12.6431 14.7059 21.7391 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P100/P100_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_184557_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1868 10.8696 12.8205 12.9078 14.7059 20.4082 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P101/P101_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_153335_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.199   4.053   5.291   5.315   6.462  11.765 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P101/P101_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_191452_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1465 10.7527 12.5000 12.3684 13.8889 20.0000 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P102/P102_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_191137_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2371  4.4248  5.9172  5.8967  6.9930 14.0845 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P103/P103_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_145656_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1676  3.2908  4.4843  4.0455  5.1546  7.0922 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P103/P103_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185635_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1623  4.1239  5.4945  5.6364  6.8027 13.6986 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P104/P104_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_153609_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1919  4.1934  5.8140  5.7617  7.1687 11.3636 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P104/P104_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_193201_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1711  5.1022  6.4935  6.3445  7.6629 12.8205 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P105/P105_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_152426_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.05005 0.69898 0.99206 1.27374 1.69075 3.26797 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P105/P105_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_193425_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2537  3.9139  5.9880  5.9397  7.7221 15.3846 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P106/P106_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_145754_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1282  1.4297  2.3311  2.6187  3.5589  5.9524 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P106/P106_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_191922_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2561  8.6957 10.6383 10.5908 12.8205 20.4082 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P107/P107_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_151823_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.08877 1.04932 1.72117 1.74739 2.43309 4.29185 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P107/P107_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_184057_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1849  4.5045  6.1350  6.4447  8.2645 14.7059 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P108/P108_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185218_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2043  4.4643  6.2500  6.6093  8.6957 14.7059 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P109/P109_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_150203_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1645  0.7777  1.3758  1.4744  1.9930  3.3557 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P109/P109_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_184949_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   0.147   4.386   5.814   5.944   7.463  13.699 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P111/P111_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_153110_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1626  5.0765  7.3261  7.3743  9.3458 16.1290 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P111/P111_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185356_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1832  3.8314  5.9172  5.9160  6.9444 13.6986 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P112/P112_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_145405_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1233  1.2034  1.4959  1.4996  1.8265  2.4096 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P112/P112_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_185950_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1831  7.4910 10.4715 10.0085 12.5000 18.1818 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P113/P113_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_151952_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1167  1.0132  1.5373  1.6627  2.3135  3.3113 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P113/P113_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_191028_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2327 10.8696 13.1579 13.0524 15.1515 22.7273 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P114/P114_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_153024_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1294  3.7005  5.3763  5.5259  6.4726 15.8730 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P116/P116_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_150304_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1227  0.6739  1.2755  1.4673  1.8657  5.7803 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P116/P116_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_193110_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1693  3.6093  5.5255  5.5756  7.5758 13.1579 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P117/P117_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_145937_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2223  4.2918  4.6296  4.6690  5.2494  6.5359 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P117/P117_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190243_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2388  5.4201  7.3529  7.5286  9.1743 19.2308 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P118/P118_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_190520_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2563  5.8653  7.6629  7.6719  9.2380 14.0845 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P119/P119_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_151905_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.0704  4.4643  5.1020  5.0341  5.7389  7.5758 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P119/P119_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_191550_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.2071 11.3636 13.1579 13.4312 15.3846 23.8095 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P120/P120_KINECT_FACE_ANIMATION_UNITS_VISIT_1_TASK_5_REP_1_20170621_151430_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
## 0.04529 0.98814 1.73310 1.96054 2.31481 9.17431 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.

## Summary statistics for file ../../Military/P120/P120_KINECT_FACE_ANIMATION_UNITS_VISIT_2_TASK_5_REP_1_20170623_184638_00.csv : 
##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##  0.1459 11.0501 13.1579 13.1141 14.9254 20.0000 
## This file has minimum FPS lesser than 10. Check plot to see if if it is an outlier or a bad file.