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(MASS)
## 
## Attaching package: 'MASS'
## The following object is masked from 'package:dplyr':
## 
##     select
data("survey")
summary(survey)
##      Sex          Wr.Hnd          NW.Hnd        W.Hnd          Fold    
##  Female:118   Min.   :13.00   Min.   :12.50   Left : 18   L on R : 99  
##  Male  :118   1st Qu.:17.50   1st Qu.:17.50   Right:218   Neither: 18  
##  NA's  :  1   Median :18.50   Median :18.50   NA's :  1   R on L :120  
##               Mean   :18.67   Mean   :18.58                            
##               3rd Qu.:19.80   3rd Qu.:19.73                            
##               Max.   :23.20   Max.   :23.50                            
##               NA's   :1       NA's   :1                                
##      Pulse             Clap       Exer       Smoke         Height     
##  Min.   : 35.00   Left   : 39   Freq:115   Heavy: 11   Min.   :150.0  
##  1st Qu.: 66.00   Neither: 50   None: 24   Never:189   1st Qu.:165.0  
##  Median : 72.50   Right  :147   Some: 98   Occas: 19   Median :171.0  
##  Mean   : 74.15   NA's   :  1              Regul: 17   Mean   :172.4  
##  3rd Qu.: 80.00                            NA's :  1   3rd Qu.:180.0  
##  Max.   :104.00                                        Max.   :200.0  
##  NA's   :45                                            NA's   :28     
##        M.I           Age       
##  Imperial: 68   Min.   :16.75  
##  Metric  :141   1st Qu.:17.67  
##  NA's    : 28   Median :18.58  
##                 Mean   :20.37  
##                 3rd Qu.:20.17  
##                 Max.   :73.00  
## 
tail(survey,10)
##        Sex Wr.Hnd NW.Hnd W.Hnd   Fold Pulse  Clap Exer Smoke Height      M.I
## 228   Male   20.0   19.8 Right L on R    68 Right Freq Never 185.00   Metric
## 229 Female   18.6   18.8 Right L on R    70 Right Freq Regul 167.00   Metric
## 230   Male   18.6   19.6 Right L on R    71 Right Freq Occas 185.00   Metric
## 231 Female   18.8   18.5 Right R on L    80 Right Some Never 169.00   Metric
## 232   Male   18.0   16.0 Right R on L    NA Right Some Never 180.34 Imperial
## 233 Female   18.0   18.0 Right L on R    85 Right Some Never 165.10 Imperial
## 234 Female   18.5   18.0 Right L on R    88 Right Some Never 160.00   Metric
## 235 Female   17.5   16.5 Right R on L    NA Right Some Never 170.00   Metric
## 236   Male   21.0   21.5 Right R on L    90 Right Some Never 183.00   Metric
## 237 Female   17.6   17.3 Right R on L    85 Right Freq Never 168.50   Metric
##        Age
## 228 17.417
## 229 20.333
## 230 19.333
## 231 18.167
## 232 20.750
## 233 17.667
## 234 16.917
## 235 18.583
## 236 17.167
## 237 17.750
head(survey,20)
##       Sex Wr.Hnd NW.Hnd W.Hnd    Fold Pulse    Clap Exer Smoke Height      M.I
## 1  Female   18.5   18.0 Right  R on L    92    Left Some Never 173.00   Metric
## 2    Male   19.5   20.5  Left  R on L   104    Left None Regul 177.80 Imperial
## 3    Male   18.0   13.3 Right  L on R    87 Neither None Occas     NA     <NA>
## 4    Male   18.8   18.9 Right  R on L    NA Neither None Never 160.00   Metric
## 5    Male   20.0   20.0 Right Neither    35   Right Some Never 165.00   Metric
## 6  Female   18.0   17.7 Right  L on R    64   Right Some Never 172.72 Imperial
## 7    Male   17.7   17.7 Right  L on R    83   Right Freq Never 182.88 Imperial
## 8  Female   17.0   17.3 Right  R on L    74   Right Freq Never 157.00   Metric
## 9    Male   20.0   19.5 Right  R on L    72   Right Some Never 175.00   Metric
## 10   Male   18.5   18.5 Right  R on L    90   Right Some Never 167.00   Metric
## 11 Female   17.0   17.2 Right  L on R    80   Right Freq Never 156.20 Imperial
## 12   Male   21.0   21.0 Right  R on L    68    Left Freq Never     NA     <NA>
## 13 Female   16.0   16.0 Right  L on R    NA   Right Some Never 155.00   Metric
## 14 Female   19.5   20.2 Right  L on R    66 Neither Some Never 155.00   Metric
## 15   Male   16.0   15.5 Right  R on L    60   Right Some Never     NA     <NA>
## 16 Female   17.5   17.0 Right  R on L    NA   Right Freq Never 156.00   Metric
## 17 Female   18.0   18.0 Right  L on R    89 Neither Freq Never 157.00   Metric
## 18   Male   19.4   19.2  Left  R on L    74   Right Some Never 182.88 Imperial
## 19   Male   20.5   20.5 Right  L on R    NA    Left Some Never 190.50 Imperial
## 20   Male   21.0   20.9 Right  R on L    78   Right Freq Never 177.00   Metric
##       Age
## 1  18.250
## 2  17.583
## 3  16.917
## 4  20.333
## 5  23.667
## 6  21.000
## 7  18.833
## 8  35.833
## 9  19.000
## 10 22.333
## 11 28.500
## 12 18.250
## 13 18.750
## 14 17.500
## 15 17.167
## 16 17.167
## 17 19.333
## 18 18.333
## 19 19.750
## 20 17.917
count(survey)
##     n
## 1 237
names(survey)
##  [1] "Sex"    "Wr.Hnd" "NW.Hnd" "W.Hnd"  "Fold"   "Pulse"  "Clap"   "Exer"  
##  [9] "Smoke"  "Height" "M.I"    "Age"

```