** Hi Dr, I tried to create word file so that i can add table to write metadata but i wasn’t being able to convert it. So i had to submit it without metadata.**

library(memisc)
## Loading required package: lattice
## Loading required package: MASS
## 
## Attaching package: 'memisc'
## The following objects are masked from 'package:stats':
## 
##     contr.sum, contr.treatment, contrasts
## The following object is masked from 'package:base':
## 
##     as.array
library(CARS)
X <- matrix(rnorm(1000),ncol=5,nrow=200);
Y <- matrix(rep(c(0,3),c(800,200))+rnorm(1000),ncol=5,nrow=200);
CARS(X,Y,0.05,tau=0.9,option='regular');
## $de
##   [1] 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 1 0 1 0 0 0
##  [38] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0
##  [75] 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 1 0 1 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0
## [112] 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0
## [149] 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0
## [186] 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
## 
## $cars
##   [1] 1.352655e-01 3.319179e-01 1.336362e-01 1.107664e-01 5.277766e-01
##   [6] 1.000000e+00 1.000000e+00 1.000000e+00 2.255694e-01 3.934196e-02
##  [11] 1.508517e-01 2.721629e-01 6.400067e-01 4.563015e-02 1.659029e-05
##  [16] 5.998894e-01 4.346789e-01 6.498833e-01 7.167701e-01 4.071994e-01
##  [21] 6.916478e-01 2.215828e-02 6.064785e-01 3.818708e-01 8.853832e-01
##  [26] 9.367710e-01 3.455400e-02 3.690103e-01 1.758096e-01 2.488890e-01
##  [31] 3.131249e-01 3.436598e-03 9.157643e-01 6.859062e-02 1.339288e-01
##  [36] 1.000000e+00 9.890525e-01 1.559308e-01 1.478711e-01 4.688656e-01
##  [41] 4.245748e-01 1.007829e-01 2.406733e-01 5.559570e-01 6.035428e-01
##  [46] 5.635291e-01 2.691461e-01 3.603743e-01 4.269006e-01 1.036455e-01
##  [51] 1.579615e-01 8.556840e-01 4.186258e-01 2.826079e-01 5.308882e-01
##  [56] 4.145874e-02 1.961278e-01 9.293450e-02 1.569777e-01 6.104509e-01
##  [61] 2.899469e-01 2.466920e-01 9.335976e-02 9.673280e-05 1.374753e-01
##  [66] 5.091462e-01 2.077653e-01 1.364790e-01 3.129898e-01 7.839191e-02
##  [71] 4.190796e-01 2.334174e-01 1.501835e-01 5.827316e-01 9.048417e-01
##  [76] 6.074882e-01 2.789756e-01 3.259742e-01 1.532336e-01 4.163738e-01
##  [81] 2.893703e-01 1.296395e-01 4.125631e-02 3.768088e-01 3.307326e-01
##  [86] 2.241874e-01 1.431081e-01 8.176690e-02 4.694656e-01 9.008122e-02
##  [91] 3.313708e-01 8.716028e-02 7.394923e-02 3.465487e-01 1.694917e-01
##  [96] 2.281295e-01 2.035568e-01 1.433849e-01 1.456659e-01 6.580903e-01
## [101] 6.114286e-01 4.702670e-01 5.168024e-02 3.289280e-01 9.321418e-01
## [106] 5.414286e-01 1.513110e-01 1.263933e-01 3.970545e-01 1.620992e-01
## [111] 4.717509e-01 1.569516e-01 6.639917e-02 4.652471e-01 1.828427e-01
## [116] 4.707482e-01 1.901825e-01 5.901728e-01 1.899179e-01 1.220438e-01
## [121] 2.972659e-01 1.554147e-01 5.316228e-01 8.846028e-01 5.316208e-01
## [126] 2.077462e-02 8.006554e-02 3.116027e-01 1.804525e-01 5.233749e-01
## [131] 9.447206e-02 1.605039e-01 5.267792e-01 2.266657e-01 1.470152e-01
## [136] 5.555230e-01 1.717592e-01 3.788323e-01 5.769398e-01 9.745685e-04
## [141] 4.212608e-01 1.066574e-01 2.351024e-01 1.792216e-01 7.519988e-01
## [146] 7.736461e-02 1.428510e-01 1.325623e-01 5.313650e-01 4.112317e-01
## [151] 5.504068e-01 1.000000e+00 3.169986e-01 4.036148e-01 6.081635e-01
## [156] 1.329249e-01 7.816425e-01 7.392385e-01 3.079532e-01 1.476843e-01
## [161] 4.563718e-02 6.176647e-01 3.791406e-01 4.453360e-01 4.098423e-04
## [166] 5.481439e-02 5.749216e-01 7.935821e-01 4.813590e-01 1.095202e-01
## [171] 3.321831e-01 5.181718e-01 5.203661e-01 1.796031e-01 5.935164e-01
## [176] 4.582275e-01 9.674075e-01 3.016182e-01 7.914860e-01 5.497852e-01
## [181] 2.295189e-01 1.460707e-01 6.672593e-02 1.581983e-01 1.313846e-01
## [186] 4.556456e-01 1.273006e-01 6.767771e-01 2.000355e-01 2.012404e-01
## [191] 9.091565e-01 2.286660e-01 3.263188e-01 2.714664e-01 1.819725e-01
## [196] 7.315244e-01 9.723629e-02 3.668562e-01 3.474801e-01 6.157815e-01
## 
## $th
## [1] 0.0929345
cars
codebook(cars)
## ================================================================================
## 
##    speed
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: double
## 
##         Min:  4.000
##         Max: 25.000
##        Mean: 15.400
##    Std.Dev.:  5.235
##    Skewness: -0.114
##    Kurtosis: -0.577
## 
## ================================================================================
## 
##    dist
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: double
## 
##         Min:   2.000
##         Max: 120.000
##        Mean:  42.980
##    Std.Dev.:  25.510
##    Skewness:   0.782
##    Kurtosis:   0.248
summary(cars)
##      speed           dist       
##  Min.   : 4.0   Min.   :  2.00  
##  1st Qu.:12.0   1st Qu.: 26.00  
##  Median :15.0   Median : 36.00  
##  Mean   :15.4   Mean   : 42.98  
##  3rd Qu.:19.0   3rd Qu.: 56.00  
##  Max.   :25.0   Max.   :120.00
class(cars)
## [1] "data.frame"
sapply(cars, class)
##     speed      dist 
## "numeric" "numeric"
sapply(cars, min)
## speed  dist 
##     4     2
sapply(cars, max)
## speed  dist 
##    25   120
sapply(cars, range)
##      speed dist
## [1,]     4    2
## [2,]    25  120
summary(cars)
##      speed           dist       
##  Min.   : 4.0   Min.   :  2.00  
##  1st Qu.:12.0   1st Qu.: 26.00  
##  Median :15.0   Median : 36.00  
##  Mean   :15.4   Mean   : 42.98  
##  3rd Qu.:19.0   3rd Qu.: 56.00  
##  Max.   :25.0   Max.   :120.00
Cars93
codebook(Cars93)
## ================================================================================
## 
##    Manufacturer
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: integer
##    Factor with 32 levels
## 
##    Levels and labels      N Valid
##                                  
##     1 'Acura'             2   2.2
##     2 'Audi'              2   2.2
##     3 'BMW'               1   1.1
##     4 'Buick'             4   4.3
##     5 'Cadillac'          2   2.2
##     6 'Chevrolet'         8   8.6
##     7 'Chrylser'          1   1.1
##     8 'Chrysler'          2   2.2
##     9 'Dodge'             6   6.5
##    10 'Eagle'             2   2.2
##    11 'Ford'              8   8.6
##    12 'Geo'               2   2.2
##    13 'Honda'             3   3.2
##    14 'Hyundai'           4   4.3
##    15 'Infiniti'          1   1.1
##    16 'Lexus'             2   2.2
##    17 'Lincoln'           2   2.2
##    18 'Mazda'             5   5.4
##    19 'Mercedes-Benz'     2   2.2
##    20 'Mercury'           2   2.2
##    21 'Mitsubishi'        2   2.2
##    22 'Nissan'            4   4.3
##    23 'Oldsmobile'        4   4.3
##    24 'Plymouth'          1   1.1
##    25 'Pontiac'           5   5.4
##    26 'Saab'              1   1.1
##    27 'Saturn'            1   1.1
##    28 'Subaru'            3   3.2
##    29 'Suzuki'            1   1.1
##    30 'Toyota'            4   4.3
##    31 'Volkswagen'        4   4.3
##    32 'Volvo'             2   2.2
## 
## ================================================================================
## 
##    Model
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: integer
##    Factor with 93 levels
## 
##    Levels and labels       N Valid
##                                   
##     1 '100'                1   1.1
##     2 '190E'               1   1.1
##     3 '240'                1   1.1
##     4 '300E'               1   1.1
##     5 '323'                1   1.1
##     6 '535i'               1   1.1
##     7 '626'                1   1.1
##     8 '850'                1   1.1
##     9 '90'                 1   1.1
##    10 '900'                1   1.1
##    11 'Accord'             1   1.1
##    12 'Achieva'            1   1.1
##    13 'Aerostar'           1   1.1
##    14 'Altima'             1   1.1
##    15 'Astro'              1   1.1
##    16 'Bonneville'         1   1.1
##    17 'Camaro'             1   1.1
##    18 'Camry'              1   1.1
##    19 'Capri'              1   1.1
##    20 'Caprice'            1   1.1
##    21 'Caravan'            1   1.1
##    22 'Cavalier'           1   1.1
##    23 'Celica'             1   1.1
##    24 'Century'            1   1.1
##    25 'Civic'              1   1.1
##    26 'Colt'               1   1.1
##    27 'Concorde'           1   1.1
##    28 'Continental'        1   1.1
##    29 'Corrado'            1   1.1
##    30 'Corsica'            1   1.1
##    31 'Corvette'           1   1.1
##    32 'Cougar'             1   1.1
##    33 'Crown_Victoria'     1   1.1
##    34 'Cutlass_Ciera'      1   1.1
##    35 'DeVille'            1   1.1
##    36 'Diamante'           1   1.1
##    37 'Dynasty'            1   1.1
##    38 'ES300'              1   1.1
##    39 'Eighty-Eight'       1   1.1
##    40 'Elantra'            1   1.1
##    41 'Escort'             1   1.1
##    42 'Eurovan'            1   1.1
##    43 'Excel'              1   1.1
##    44 'Festiva'            1   1.1
##    45 'Firebird'           1   1.1
##    46 'Fox'                1   1.1
##    47 'Grand_Prix'         1   1.1
##    48 'Imperial'           1   1.1
##    49 'Integra'            1   1.1
##    50 'Justy'              1   1.1
##    51 'Laser'              1   1.1
##    52 'LeBaron'            1   1.1
##    53 'LeMans'             1   1.1
##    54 'LeSabre'            1   1.1
##    55 'Legacy'             1   1.1
##    56 'Legend'             1   1.1
##    57 'Loyale'             1   1.1
##    58 'Lumina'             1   1.1
##    59 'Lumina_APV'         1   1.1
##    60 'MPV'                1   1.1
##    61 'Maxima'             1   1.1
##    62 'Metro'              1   1.1
##    63 'Mirage'             1   1.1
##    64 'Mustang'            1   1.1
##    65 'Passat'             1   1.1
##    66 'Prelude'            1   1.1
##    67 'Previa'             1   1.1
##    68 'Probe'              1   1.1
##    69 'Protege'            1   1.1
##    70 'Q45'                1   1.1
##    71 'Quest'              1   1.1
##    72 'RX-7'               1   1.1
##    73 'Riviera'            1   1.1
##    74 'Roadmaster'         1   1.1
##    75 'SC300'              1   1.1
##    76 'SL'                 1   1.1
##    77 'Scoupe'             1   1.1
##    78 'Sentra'             1   1.1
##    79 'Seville'            1   1.1
##    80 'Shadow'             1   1.1
##    81 'Silhouette'         1   1.1
##    82 'Sonata'             1   1.1
##    83 'Spirit'             1   1.1
##    84 'Stealth'            1   1.1
##    85 'Storm'              1   1.1
##    86 'Summit'             1   1.1
##    87 'Sunbird'            1   1.1
##    88 'Swift'              1   1.1
##    89 'Taurus'             1   1.1
##    90 'Tempo'              1   1.1
##    91 'Tercel'             1   1.1
##    92 'Town_Car'           1   1.1
##    93 'Vision'             1   1.1
## 
## ================================================================================
## 
##    Type
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: integer
##    Factor with 6 levels
## 
##    Levels and labels     N Valid
##                                 
##    1 'Compact'          16  17.2
##    2 'Large'            11  11.8
##    3 'Midsize'          22  23.7
##    4 'Small'            21  22.6
##    5 'Sporty'           14  15.1
##    6 'Van'               9   9.7
## 
## ================================================================================
## 
##    Min.Price
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: double
## 
##         Min:  6.700
##         Max: 45.400
##        Mean: 17.126
##    Std.Dev.:  8.699
##    Skewness:  1.164
##    Kurtosis:  0.902
## 
## ================================================================================
## 
##    Price
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: double
## 
##         Min:  7.400
##         Max: 61.900
##        Mean: 19.510
##    Std.Dev.:  9.607
##    Skewness:  1.508
##    Kurtosis:  3.184
## 
## ================================================================================
## 
##    Max.Price
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: double
## 
##         Min:  7.900
##         Max: 80.000
##        Mean: 21.899
##    Std.Dev.: 10.971
##    Skewness:  2.001
##    Kurtosis:  6.982
## 
## ================================================================================
## 
##    MPG.city
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: integer
## 
##         Min: 15.000
##         Max: 46.000
##        Mean: 22.366
##    Std.Dev.:  5.590
##    Skewness:  1.677
##    Kurtosis:  3.728
## 
## ================================================================================
## 
##    MPG.highway
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: integer
## 
##         Min: 20.000
##         Max: 50.000
##        Mean: 29.086
##    Std.Dev.:  5.303
##    Skewness:  1.210
##    Kurtosis:  2.412
## 
## ================================================================================
## 
##    AirBags
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: integer
##    Factor with 3 levels
## 
##    Levels and labels          N Valid
##                                      
##    1 'Driver & Passenger'    16  17.2
##    2 'Driver only'           43  46.2
##    3 'None'                  34  36.6
## 
## ================================================================================
## 
##    DriveTrain
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: integer
##    Factor with 3 levels
## 
##    Levels and labels     N Valid
##                                 
##    1 '4WD'              10  10.8
##    2 'Front'            67  72.0
##    3 'Rear'             16  17.2
## 
## ================================================================================
## 
##    Cylinders
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: integer
##    Factor with 6 levels
## 
##    Levels and labels     N Valid
##                                 
##    1 '3'                 3   3.2
##    2 '4'                49  52.7
##    3 '5'                 2   2.2
##    4 '6'                31  33.3
##    5 '8'                 7   7.5
##    6 'rotary'            1   1.1
## 
## ================================================================================
## 
##    EngineSize
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: double
## 
##         Min: 1.000
##         Max: 5.700
##        Mean: 2.668
##    Std.Dev.: 1.032
##    Skewness: 0.845
##    Kurtosis: 0.297
## 
## ================================================================================
## 
##    Horsepower
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: integer
## 
##         Min:  55.000
##         Max: 300.000
##        Mean: 143.828
##    Std.Dev.:  52.092
##    Skewness:   0.936
##    Kurtosis:   0.988
## 
## ================================================================================
## 
##    RPM
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: integer
## 
##         Min: 3800.000
##         Max: 6500.000
##        Mean: 5280.645
##    Std.Dev.:  593.515
##    Skewness:   -0.254
##    Kurtosis:   -0.452
## 
## ================================================================================
## 
##    Rev.per.mile
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: integer
## 
##         Min: 1320.000
##         Max: 3755.000
##        Mean: 2332.204
##    Std.Dev.:  493.830
##    Skewness:    0.277
##    Kurtosis:    0.145
## 
## ================================================================================
## 
##    Man.trans.avail
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: integer
##    Factor with 2 levels
## 
##    Levels and labels     N Valid
##                                 
##    1 'No'               32  34.4
##    2 'Yes'              61  65.6
## 
## ================================================================================
## 
##    Fuel.tank.capacity
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: double
## 
##         Min:  9.200
##         Max: 27.000
##        Mean: 16.665
##    Std.Dev.:  3.262
##    Skewness:  0.106
##    Kurtosis:  0.057
## 
## ================================================================================
## 
##    Passengers
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: integer
## 
##         Min: 2.000
##         Max: 8.000
##        Mean: 5.086
##    Std.Dev.: 1.033
##    Skewness: 0.062
##    Kurtosis: 0.823
## 
## ================================================================================
## 
##    Length
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: integer
## 
##         Min: 141.000
##         Max: 219.000
##        Mean: 183.204
##    Std.Dev.:  14.524
##    Skewness:  -0.089
##    Kurtosis:   0.362
## 
## ================================================================================
## 
##    Wheelbase
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: integer
## 
##         Min:  90.000
##         Max: 119.000
##        Mean: 103.946
##    Std.Dev.:   6.783
##    Skewness:   0.112
##    Kurtosis:  -0.819
## 
## ================================================================================
## 
##    Width
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: integer
## 
##         Min: 60.000
##         Max: 78.000
##        Mean: 69.376
##    Std.Dev.:  3.759
##    Skewness:  0.260
##    Kurtosis: -0.297
## 
## ================================================================================
## 
##    Turn.circle
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: integer
## 
##         Min: 32.000
##         Max: 45.000
##        Mean: 38.957
##    Std.Dev.:  3.206
##    Skewness: -0.131
##    Kurtosis: -0.757
## 
## ================================================================================
## 
##    Rear.seat.room
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: double
## 
##    Valid and missing values       N Percent
##                                            
##    Valid                         91    97.8
##    Missing (NA)                   2     2.2
##    Total                         93        
##                                            
##         Min: 19.000                        
##         Max: 36.000                        
##        Mean: 27.830                        
##    Std.Dev.:  2.973                        
##    Skewness:  0.077                        
##    Kurtosis:  0.781                        
## 
## ================================================================================
## 
##    Luggage.room
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: integer
## 
##    Valid and missing values       N Percent
##                                            
##    Valid                         82    88.2
##    Missing (NA)                  11    11.8
##    Total                         93        
##                                            
##         Min:  6.000                        
##         Max: 22.000                        
##        Mean: 13.890                        
##    Std.Dev.:  2.980                        
##    Skewness:  0.225                        
##    Kurtosis:  0.444                        
## 
## ================================================================================
## 
##    Weight
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: integer
## 
##         Min: 1695.000
##         Max: 4105.000
##        Mean: 3072.903
##    Std.Dev.:  586.716
##    Skewness:   -0.141
##    Kurtosis:   -0.874
## 
## ================================================================================
## 
##    Origin
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: integer
##    Factor with 2 levels
## 
##    Levels and labels     N Valid
##                                 
##    1 'USA'              48  51.6
##    2 'non-USA'          45  48.4
## 
## ================================================================================
## 
##    Make
## 
## --------------------------------------------------------------------------------
## 
##    Storage mode: integer
##    Factor with 93 levels
## 
##    Levels and labels                 N Valid
##                                             
##     1 'Acura Integra'                1   1.1
##     2 'Acura Legend'                 1   1.1
##     3 'Audi 100'                     1   1.1
##     4 'Audi 90'                      1   1.1
##     5 'BMW 535i'                     1   1.1
##     6 'Buick Century'                1   1.1
##     7 'Buick LeSabre'                1   1.1
##     8 'Buick Riviera'                1   1.1
##     9 'Buick Roadmaster'             1   1.1
##    10 'Cadillac DeVille'             1   1.1
##    11 'Cadillac Seville'             1   1.1
##    12 'Chevrolet Astro'              1   1.1
##    13 'Chevrolet Camaro'             1   1.1
##    14 'Chevrolet Caprice'            1   1.1
##    15 'Chevrolet Cavalier'           1   1.1
##    16 'Chevrolet Corsica'            1   1.1
##    17 'Chevrolet Corvette'           1   1.1
##    18 'Chevrolet Lumina'             1   1.1
##    19 'Chevrolet Lumina_APV'         1   1.1
##    20 'Chrylser Concorde'            1   1.1
##    21 'Chrysler Imperial'            1   1.1
##    22 'Chrysler LeBaron'             1   1.1
##    23 'Dodge Caravan'                1   1.1
##    24 'Dodge Colt'                   1   1.1
##    25 'Dodge Dynasty'                1   1.1
##    26 'Dodge Shadow'                 1   1.1
##    27 'Dodge Spirit'                 1   1.1
##    28 'Dodge Stealth'                1   1.1
##    29 'Eagle Summit'                 1   1.1
##    30 'Eagle Vision'                 1   1.1
##    31 'Ford Aerostar'                1   1.1
##    32 'Ford Crown_Victoria'          1   1.1
##    33 'Ford Escort'                  1   1.1
##    34 'Ford Festiva'                 1   1.1
##    35 'Ford Mustang'                 1   1.1
##    36 'Ford Probe'                   1   1.1
##    37 'Ford Taurus'                  1   1.1
##    38 'Ford Tempo'                   1   1.1
##    39 'Geo Metro'                    1   1.1
##    40 'Geo Storm'                    1   1.1
##    41 'Honda Accord'                 1   1.1
##    42 'Honda Civic'                  1   1.1
##    43 'Honda Prelude'                1   1.1
##    44 'Hyundai Elantra'              1   1.1
##    45 'Hyundai Excel'                1   1.1
##    46 'Hyundai Scoupe'               1   1.1
##    47 'Hyundai Sonata'               1   1.1
##    48 'Infiniti Q45'                 1   1.1
##    49 'Lexus ES300'                  1   1.1
##    50 'Lexus SC300'                  1   1.1
##    51 'Lincoln Continental'          1   1.1
##    52 'Lincoln Town_Car'             1   1.1
##    53 'Mazda 323'                    1   1.1
##    54 'Mazda 626'                    1   1.1
##    55 'Mazda MPV'                    1   1.1
##    56 'Mazda Protege'                1   1.1
##    57 'Mazda RX-7'                   1   1.1
##    58 'Mercedes-Benz 190E'           1   1.1
##    59 'Mercedes-Benz 300E'           1   1.1
##    60 'Mercury Capri'                1   1.1
##    61 'Mercury Cougar'               1   1.1
##    62 'Mitsubishi Diamante'          1   1.1
##    63 'Mitsubishi Mirage'            1   1.1
##    64 'Nissan Altima'                1   1.1
##    65 'Nissan Maxima'                1   1.1
##    66 'Nissan Quest'                 1   1.1
##    67 'Nissan Sentra'                1   1.1
##    68 'Oldsmobile Achieva'           1   1.1
##    69 'Oldsmobile Cutlass_Ciera'     1   1.1
##    70 'Oldsmobile Eighty-Eight'      1   1.1
##    71 'Oldsmobile Silhouette'        1   1.1
##    72 'Plymouth Laser'               1   1.1
##    73 'Pontiac Bonneville'           1   1.1
##    74 'Pontiac Firebird'             1   1.1
##    75 'Pontiac Grand_Prix'           1   1.1
##    76 'Pontiac LeMans'               1   1.1
##    77 'Pontiac Sunbird'              1   1.1
##    78 'Saab 900'                     1   1.1
##    79 'Saturn SL'                    1   1.1
##    80 'Subaru Justy'                 1   1.1
##    81 'Subaru Legacy'                1   1.1
##    82 'Subaru Loyale'                1   1.1
##    83 'Suzuki Swift'                 1   1.1
##    84 'Toyota Camry'                 1   1.1
##    85 'Toyota Celica'                1   1.1
##    86 'Toyota Previa'                1   1.1
##    87 'Toyota Tercel'                1   1.1
##    88 'Volkswagen Corrado'           1   1.1
##    89 'Volkswagen Eurovan'           1   1.1
##    90 'Volkswagen Fox'               1   1.1
##    91 'Volkswagen Passat'            1   1.1
##    92 'Volvo 240'                    1   1.1
##    93 'Volvo 850'                    1   1.1
summary(Cars93)
##     Manufacturer     Model         Type      Min.Price         Price      
##  Chevrolet: 8    100    : 1   Compact:16   Min.   : 6.70   Min.   : 7.40  
##  Ford     : 8    190E   : 1   Large  :11   1st Qu.:10.80   1st Qu.:12.20  
##  Dodge    : 6    240    : 1   Midsize:22   Median :14.70   Median :17.70  
##  Mazda    : 5    300E   : 1   Small  :21   Mean   :17.13   Mean   :19.51  
##  Pontiac  : 5    323    : 1   Sporty :14   3rd Qu.:20.30   3rd Qu.:23.30  
##  Buick    : 4    535i   : 1   Van    : 9   Max.   :45.40   Max.   :61.90  
##  (Other)  :57    (Other):87                                               
##    Max.Price       MPG.city      MPG.highway                  AirBags  
##  Min.   : 7.9   Min.   :15.00   Min.   :20.00   Driver & Passenger:16  
##  1st Qu.:14.7   1st Qu.:18.00   1st Qu.:26.00   Driver only       :43  
##  Median :19.6   Median :21.00   Median :28.00   None              :34  
##  Mean   :21.9   Mean   :22.37   Mean   :29.09                          
##  3rd Qu.:25.3   3rd Qu.:25.00   3rd Qu.:31.00                          
##  Max.   :80.0   Max.   :46.00   Max.   :50.00                          
##                                                                        
##  DriveTrain  Cylinders    EngineSize      Horsepower         RPM      
##  4WD  :10   3     : 3   Min.   :1.000   Min.   : 55.0   Min.   :3800  
##  Front:67   4     :49   1st Qu.:1.800   1st Qu.:103.0   1st Qu.:4800  
##  Rear :16   5     : 2   Median :2.400   Median :140.0   Median :5200  
##             6     :31   Mean   :2.668   Mean   :143.8   Mean   :5281  
##             8     : 7   3rd Qu.:3.300   3rd Qu.:170.0   3rd Qu.:5750  
##             rotary: 1   Max.   :5.700   Max.   :300.0   Max.   :6500  
##                                                                       
##   Rev.per.mile  Man.trans.avail Fuel.tank.capacity   Passengers   
##  Min.   :1320   No :32          Min.   : 9.20      Min.   :2.000  
##  1st Qu.:1985   Yes:61          1st Qu.:14.50      1st Qu.:4.000  
##  Median :2340                   Median :16.40      Median :5.000  
##  Mean   :2332                   Mean   :16.66      Mean   :5.086  
##  3rd Qu.:2565                   3rd Qu.:18.80      3rd Qu.:6.000  
##  Max.   :3755                   Max.   :27.00      Max.   :8.000  
##                                                                   
##      Length        Wheelbase         Width        Turn.circle   
##  Min.   :141.0   Min.   : 90.0   Min.   :60.00   Min.   :32.00  
##  1st Qu.:174.0   1st Qu.: 98.0   1st Qu.:67.00   1st Qu.:37.00  
##  Median :183.0   Median :103.0   Median :69.00   Median :39.00  
##  Mean   :183.2   Mean   :103.9   Mean   :69.38   Mean   :38.96  
##  3rd Qu.:192.0   3rd Qu.:110.0   3rd Qu.:72.00   3rd Qu.:41.00  
##  Max.   :219.0   Max.   :119.0   Max.   :78.00   Max.   :45.00  
##                                                                 
##  Rear.seat.room   Luggage.room       Weight         Origin              Make   
##  Min.   :19.00   Min.   : 6.00   Min.   :1695   USA    :48   Acura Integra: 1  
##  1st Qu.:26.00   1st Qu.:12.00   1st Qu.:2620   non-USA:45   Acura Legend : 1  
##  Median :27.50   Median :14.00   Median :3040                Audi 100     : 1  
##  Mean   :27.83   Mean   :13.89   Mean   :3073                Audi 90      : 1  
##  3rd Qu.:30.00   3rd Qu.:15.00   3rd Qu.:3525                BMW 535i     : 1  
##  Max.   :36.00   Max.   :22.00   Max.   :4105                Buick Century: 1  
##  NA's   :2       NA's   :11                                  (Other)      :87
class(Cars93)
## [1] "data.frame"
sapply(Cars93, class)
##       Manufacturer              Model               Type          Min.Price 
##           "factor"           "factor"           "factor"          "numeric" 
##              Price          Max.Price           MPG.city        MPG.highway 
##          "numeric"          "numeric"          "integer"          "integer" 
##            AirBags         DriveTrain          Cylinders         EngineSize 
##           "factor"           "factor"           "factor"          "numeric" 
##         Horsepower                RPM       Rev.per.mile    Man.trans.avail 
##          "integer"          "integer"          "integer"           "factor" 
## Fuel.tank.capacity         Passengers             Length          Wheelbase 
##          "numeric"          "integer"          "integer"          "integer" 
##              Width        Turn.circle     Rear.seat.room       Luggage.room 
##          "integer"          "integer"          "numeric"          "integer" 
##             Weight             Origin               Make 
##          "integer"           "factor"           "factor"
sapply(Cars93, print.numeric_version)
##  [1] 'Acura'         'Acura'         'Audi'          'Audi'         
##  [5] 'BMW'           'Buick'         'Buick'         'Buick'        
##  [9] 'Buick'         'Cadillac'      'Cadillac'      'Chevrolet'    
## [13] 'Chevrolet'     'Chevrolet'     'Chevrolet'     'Chevrolet'    
## [17] 'Chevrolet'     'Chevrolet'     'Chevrolet'     'Chrylser'     
## [21] 'Chrysler'      'Chrysler'      'Dodge'         'Dodge'        
## [25] 'Dodge'         'Dodge'         'Dodge'         'Dodge'        
## [29] 'Eagle'         'Eagle'         'Ford'          'Ford'         
## [33] 'Ford'          'Ford'          'Ford'          'Ford'         
## [37] 'Ford'          'Ford'          'Geo'           'Geo'          
## [41] 'Honda'         'Honda'         'Honda'         'Hyundai'      
## [45] 'Hyundai'       'Hyundai'       'Hyundai'       'Infiniti'     
## [49] 'Lexus'         'Lexus'         'Lincoln'       'Lincoln'      
## [53] 'Mazda'         'Mazda'         'Mazda'         'Mazda'        
## [57] 'Mazda'         'Mercedes-Benz' 'Mercedes-Benz' 'Mercury'      
## [61] 'Mercury'       'Mitsubishi'    'Mitsubishi'    'Nissan'       
## [65] 'Nissan'        'Nissan'        'Nissan'        'Oldsmobile'   
## [69] 'Oldsmobile'    'Oldsmobile'    'Oldsmobile'    'Plymouth'     
## [73] 'Pontiac'       'Pontiac'       'Pontiac'       'Pontiac'      
## [77] 'Pontiac'       'Saab'          'Saturn'        'Subaru'       
## [81] 'Subaru'        'Subaru'        'Suzuki'        'Toyota'       
## [85] 'Toyota'        'Toyota'        'Toyota'        'Volkswagen'   
## [89] 'Volkswagen'    'Volkswagen'    'Volkswagen'    'Volvo'        
## [93] 'Volvo'        
##  [1] 'Integra'        'Legend'         '90'             '100'           
##  [5] '535i'           'Century'        'LeSabre'        'Roadmaster'    
##  [9] 'Riviera'        'DeVille'        'Seville'        'Cavalier'      
## [13] 'Corsica'        'Camaro'         'Lumina'         'Lumina_APV'    
## [17] 'Astro'          'Caprice'        'Corvette'       'Concorde'      
## [21] 'LeBaron'        'Imperial'       'Colt'           'Shadow'        
## [25] 'Spirit'         'Caravan'        'Dynasty'        'Stealth'       
## [29] 'Summit'         'Vision'         'Festiva'        'Escort'        
## [33] 'Tempo'          'Mustang'        'Probe'          'Aerostar'      
## [37] 'Taurus'         'Crown_Victoria' 'Metro'          'Storm'         
## [41] 'Prelude'        'Civic'          'Accord'         'Excel'         
## [45] 'Elantra'        'Scoupe'         'Sonata'         'Q45'           
## [49] 'ES300'          'SC300'          'Continental'    'Town_Car'      
## [53] '323'            'Protege'        '626'            'MPV'           
## [57] 'RX-7'           '190E'           '300E'           'Capri'         
## [61] 'Cougar'         'Mirage'         'Diamante'       'Sentra'        
## [65] 'Altima'         'Quest'          'Maxima'         'Achieva'       
## [69] 'Cutlass_Ciera'  'Silhouette'     'Eighty-Eight'   'Laser'         
## [73] 'LeMans'         'Sunbird'        'Firebird'       'Grand_Prix'    
## [77] 'Bonneville'     '900'            'SL'             'Justy'         
## [81] 'Loyale'         'Legacy'         'Swift'          'Tercel'        
## [85] 'Celica'         'Camry'          'Previa'         'Fox'           
## [89] 'Eurovan'        'Passat'         'Corrado'        '240'           
## [93] '850'           
##  [1] 'Small'   'Midsize' 'Compact' 'Midsize' 'Midsize' 'Midsize' 'Large'  
##  [8] 'Large'   'Midsize' 'Large'   'Midsize' 'Compact' 'Compact' 'Sporty' 
## [15] 'Midsize' 'Van'     'Van'     'Large'   'Sporty'  'Large'   'Compact'
## [22] 'Large'   'Small'   'Small'   'Compact' 'Van'     'Midsize' 'Sporty' 
## [29] 'Small'   'Large'   'Small'   'Small'   'Compact' 'Sporty'  'Sporty' 
## [36] 'Van'     'Midsize' 'Large'   'Small'   'Sporty'  'Sporty'  'Small'  
## [43] 'Compact' 'Small'   'Small'   'Sporty'  'Midsize' 'Midsize' 'Midsize'
## [50] 'Midsize' 'Midsize' 'Large'   'Small'   'Small'   'Compact' 'Van'    
## [57] 'Sporty'  'Compact' 'Midsize' 'Sporty'  'Midsize' 'Small'   'Midsize'
## [64] 'Small'   'Compact' 'Van'     'Midsize' 'Compact' 'Midsize' 'Van'    
## [71] 'Large'   'Sporty'  'Small'   'Compact' 'Sporty'  'Midsize' 'Large'  
## [78] 'Compact' 'Small'   'Small'   'Small'   'Compact' 'Small'   'Small'  
## [85] 'Sporty'  'Midsize' 'Van'     'Small'   'Van'     'Compact' 'Sporty' 
## [92] 'Compact' 'Midsize'
##  [1] '12.9' '29.2' '25.9' '30.8' '23.7' '14.2' '19.9' '22.6' '26.3' '33'  
## [11] '37.5' '8.5'  '11.4' '13.4' '13.4' '14.7' '14.7' '18'   '34.6' '18.4'
## [21] '14.5' '29.5' '7.9'  '8.4'  '11.9' '13.6' '14.8' '18.5' '7.9'  '17.5'
## [31] '6.9'  '8.4'  '10.4' '10.8' '12.8' '14.5' '15.6' '20.1' '6.7'  '11.5'
## [41] '17'   '8.4'  '13.8' '6.8'  '9'    '9.1'  '12.4' '45.4' '27.5' '34.7'
## [51] '33.3' '34.4' '7.4'  '10.9' '14.3' '16.6' '32.5' '29'   '43.8' '13.3'
## [61] '14.9' '7.7'  '22.4' '8.7'  '13'   '16.7' '21'   '13'   '14.2' '19.5'
## [71] '19.5' '11.4' '8.2'  '9.4'  '14'   '15.4' '19.4' '20.3' '9.2'  '7.3' 
## [81] '10.5' '16.3' '7.3'  '7.8'  '14.2' '15.2' '18.9' '8.7'  '16.6' '17.6'
## [91] '22.9' '21.8' '24.8'
##  [1] '15.9' '33.9' '29.1' '37.7' '30'   '15.7' '20.8' '23.7' '26.3' '34.7'
## [11] '40.1' '13.4' '11.4' '15.1' '15.9' '16.3' '16.6' '18.8' '38'   '18.4'
## [21] '15.8' '29.5' '9.2'  '11.3' '13.3' '19'   '15.6' '25.8' '12.2' '19.3'
## [31] '7.4'  '10.1' '11.3' '15.9' '14'   '19.9' '20.2' '20.9' '8.4'  '12.5'
## [41] '19.8' '12.1' '17.5' '8'    '10'   '10'   '13.9' '47.9' '28'   '35.2'
## [51] '34.3' '36.1' '8.3'  '11.6' '16.5' '19.1' '32.5' '31.9' '61.9' '14.1'
## [61] '14.9' '10.3' '26.1' '11.8' '15.7' '19.1' '21.5' '13.5' '16.3' '19.5'
## [71] '20.7' '14.4' '9'    '11.1' '17.7' '18.5' '24.4' '28.7' '11.1' '8.4' 
## [81] '10.9' '19.5' '8.6'  '9.8'  '18.4' '18.2' '22.7' '9.1'  '19.7' '20'  
## [91] '23.3' '22.7' '26.7'
##  [1] '18.8' '38.7' '32.3' '44.6' '36.2' '17.3' '21.7' '24.9' '26.3' '36.3'
## [11] '42.7' '18.3' '11.4' '16.8' '18.4' '18'   '18.6' '19.6' '41.5' '18.4'
## [21] '17.1' '29.5' '10.6' '14.2' '14.7' '24.4' '16.4' '33.1' '16.5' '21.2'
## [31] '7.9'  '11.9' '12.2' '21'   '15.2' '25.3' '24.8' '21.7' '10'   '13.5'
## [41] '22.7' '15.8' '21.2' '9.2'  '11'   '11'   '15.3' '50.4' '28.4' '35.6'
## [51] '35.3' '37.8' '9.1'  '12.3' '18.7' '21.7' '32.5' '34.9' '80'   '15'  
## [61] '14.9' '12.9' '29.9' '14.9' '18.3' '21.5' '22'   '14'   '18.4' '19.5'
## [71] '21.9' '17.4' '9.9'  '12.8' '21.4' '21.6' '29.4' '37.1' '12.9' '9.5' 
## [81] '11.3' '22.7' '10'   '11.8' '22.6' '21.2' '26.6' '9.5'  '22.7' '22.4'
## [91] '23.7' '23.5' '28.5'
##  [1] '25' '18' '20' '19' '22' '22' '19' '16' '19' '16' '16' '25' '25' '19' '21'
## [16] '18' '15' '17' '17' '20' '23' '20' '29' '23' '22' '17' '21' '18' '29' '20'
## [31] '31' '23' '22' '22' '24' '15' '21' '18' '46' '30' '24' '42' '24' '29' '22'
## [46] '26' '20' '17' '18' '18' '17' '18' '29' '28' '26' '18' '17' '20' '19' '23'
## [61] '19' '29' '18' '29' '24' '17' '21' '24' '23' '18' '19' '23' '31' '23' '19'
## [76] '19' '19' '20' '28' '33' '25' '23' '39' '32' '25' '22' '18' '25' '17' '21'
## [91] '18' '21' '20'
##  [1] '31' '25' '26' '26' '30' '31' '28' '25' '27' '25' '25' '36' '34' '28' '29'
## [16] '23' '20' '26' '25' '28' '28' '26' '33' '29' '27' '21' '27' '24' '33' '28'
## [31] '33' '30' '27' '29' '30' '20' '30' '26' '50' '36' '31' '46' '31' '33' '29'
## [46] '34' '27' '22' '24' '23' '26' '26' '37' '36' '34' '24' '25' '29' '25' '26'
## [61] '26' '33' '24' '33' '30' '23' '26' '31' '31' '23' '28' '30' '41' '31' '28'
## [76] '27' '28' '26' '38' '37' '30' '30' '43' '37' '32' '29' '22' '33' '21' '30'
## [91] '25' '28' '28'
##  [1] 'None'               'Driver & Passenger' 'Driver only'       
##  [4] 'Driver & Passenger' 'Driver only'        'Driver only'       
##  [7] 'Driver only'        'Driver only'        'Driver only'       
## [10] 'Driver only'        'Driver & Passenger' 'None'              
## [13] 'Driver only'        'Driver & Passenger' 'None'              
## [16] 'None'               'None'               'Driver only'       
## [19] 'Driver only'        'Driver & Passenger' 'Driver & Passenger'
## [22] 'Driver only'        'None'               'Driver only'       
## [25] 'Driver only'        'Driver only'        'Driver only'       
## [28] 'Driver only'        'None'               'Driver & Passenger'
## [31] 'None'               'None'               'None'              
## [34] 'Driver only'        'Driver only'        'Driver only'       
## [37] 'Driver only'        'Driver only'        'None'              
## [40] 'Driver only'        'Driver & Passenger' 'Driver only'       
## [43] 'Driver & Passenger' 'None'               'None'              
## [46] 'None'               'None'               'Driver only'       
## [49] 'Driver only'        'Driver & Passenger' 'Driver & Passenger'
## [52] 'Driver & Passenger' 'None'               'None'              
## [55] 'Driver only'        'None'               'Driver only'       
## [58] 'Driver only'        'Driver & Passenger' 'Driver only'       
## [61] 'None'               'None'               'Driver only'       
## [64] 'Driver only'        'Driver only'        'None'              
## [67] 'Driver only'        'None'               'Driver only'       
## [70] 'None'               'Driver only'        'None'              
## [73] 'None'               'None'               'Driver & Passenger'
## [76] 'None'               'Driver & Passenger' 'Driver only'       
## [79] 'Driver only'        'None'               'None'              
## [82] 'Driver only'        'None'               'Driver only'       
## [85] 'Driver only'        'Driver only'        'Driver only'       
## [88] 'None'               'None'               'None'              
## [91] 'None'               'Driver only'        'Driver & Passenger'
##  [1] 'Front' 'Front' 'Front' 'Front' 'Rear'  'Front' 'Front' 'Rear'  'Front'
## [10] 'Front' 'Front' 'Front' 'Front' 'Rear'  'Front' 'Front' '4WD'   'Rear' 
## [19] 'Rear'  'Front' 'Front' 'Front' 'Front' 'Front' 'Front' '4WD'   'Front'
## [28] '4WD'   'Front' 'Front' 'Front' 'Front' 'Front' 'Rear'  'Front' '4WD'  
## [37] 'Front' 'Rear'  'Front' 'Front' 'Front' 'Front' 'Front' 'Front' 'Front'
## [46] 'Front' 'Front' 'Rear'  'Front' 'Rear'  'Front' 'Rear'  'Front' 'Front'
## [55] 'Front' '4WD'   'Rear'  'Rear'  'Rear'  'Front' 'Rear'  'Front' 'Front'
## [64] 'Front' 'Front' 'Front' 'Front' 'Front' 'Front' 'Front' 'Front' '4WD'  
## [73] 'Front' 'Front' 'Rear'  'Front' 'Front' 'Front' 'Front' '4WD'   '4WD'  
## [82] '4WD'   'Front' 'Front' 'Front' 'Front' '4WD'   'Front' 'Front' 'Front'
## [91] 'Front' 'Rear'  'Front'
##  [1] '4'      '6'      '6'      '6'      '4'      '4'      '6'      '6'     
##  [9] '6'      '8'      '8'      '4'      '4'      '6'      '4'      '6'     
## [17] '6'      '8'      '8'      '6'      '4'      '6'      '4'      '4'     
## [25] '4'      '6'      '4'      '6'      '4'      '6'      '4'      '4'     
## [33] '4'      '4'      '4'      '6'      '6'      '8'      '3'      '4'     
## [41] '4'      '4'      '4'      '4'      '4'      '4'      '4'      '8'     
## [49] '6'      '6'      '6'      '8'      '4'      '4'      '4'      '6'     
## [57] 'rotary' '4'      '6'      '4'      '6'      '4'      '6'      '4'     
## [65] '4'      '6'      '6'      '4'      '4'      '6'      '6'      '4'     
## [73] '4'      '4'      '6'      '6'      '6'      '4'      '4'      '3'     
## [81] '4'      '4'      '3'      '4'      '4'      '4'      '4'      '4'     
## [89] '5'      '4'      '6'      '4'      '5'     
##  [1] '1.8' '3.2' '2.8' '2.8' '3.5' '2.2' '3.8' '5.7' '3.8' '4.9' '4.6' '2.2'
## [13] '2.2' '3.4' '2.2' '3.8' '4.3' '5'   '5.7' '3.3' '3'   '3.3' '1.5' '2.2'
## [25] '2.5' '3'   '2.5' '3'   '1.5' '3.5' '1.3' '1.8' '2.3' '2.3' '2'   '3'  
## [37] '3'   '4.6' '1'   '1.6' '2.3' '1.5' '2.2' '1.5' '1.8' '1.5' '2'   '4.5'
## [49] '3'   '3'   '3.8' '4.6' '1.6' '1.8' '2.5' '3'   '1.3' '2.3' '3.2' '1.6'
## [61] '3.8' '1.5' '3'   '1.6' '2.4' '3'   '3'   '2.3' '2.2' '3.8' '3.8' '1.8'
## [73] '1.6' '2'   '3.4' '3.4' '3.8' '2.1' '1.9' '1.2' '1.8' '2.2' '1.3' '1.5'
## [85] '2.2' '2.2' '2.4' '1.8' '2.5' '2'   '2.8' '2.3' '2.4'
##  [1] '140' '200' '172' '172' '208' '110' '170' '180' '170' '200' '295' '110'
## [13] '110' '160' '110' '170' '165' '170' '300' '153' '141' '147' '92'  '93' 
## [25] '100' '142' '100' '300' '92'  '214' '63'  '127' '96'  '105' '115' '145'
## [37] '140' '190' '55'  '90'  '160' '102' '140' '81'  '124' '92'  '128' '278'
## [49] '185' '225' '160' '210' '82'  '103' '164' '155' '255' '130' '217' '100'
## [61] '140' '92'  '202' '110' '150' '151' '160' '155' '110' '170' '170' '92' 
## [73] '74'  '110' '160' '200' '170' '140' '85'  '73'  '90'  '130' '70'  '82' 
## [85] '135' '130' '138' '81'  '109' '134' '178' '114' '168'
##  [1] '6300' '5500' '5500' '5500' '5700' '5200' '4800' '4000' '4800' '4100'
## [11] '6000' '5200' '5200' '4600' '5200' '4800' '4000' '4200' '5000' '5300'
## [21] '5000' '4800' '6000' '4800' '4800' '5000' '4800' '6000' '6000' '5800'
## [31] '5000' '6500' '4200' '4600' '5500' '4800' '4800' '4200' '5700' '5400'
## [41] '5800' '5900' '5600' '5500' '6000' '5550' '6000' '6000' '5200' '6000'
## [51] '4400' '4600' '5000' '5500' '5600' '5000' '6500' '5100' '5500' '5750'
## [61] '3800' '6000' '6000' '6000' '5600' '4800' '5200' '6000' '5200' '4800'
## [71] '4800' '5000' '5600' '5200' '4600' '5000' '4800' '6000' '5000' '5600'
## [81] '5200' '5600' '6000' '5200' '5400' '5400' '5000' '5500' '4500' '5800'
## [91] '5800' '5400' '6200'
##  [1] '2890' '2335' '2280' '2535' '2545' '2565' '1570' '1320' '1690' '1510'
## [11] '1985' '2380' '2665' '1805' '2595' '1690' '1790' '1350' '1450' '1990'
## [21] '2090' '1785' '3285' '2595' '2535' '1970' '2465' '2120' '2505' '1980'
## [31] '3150' '2410' '2805' '2285' '2340' '2080' '1885' '1415' '3755' '3250'
## [41] '2855' '2650' '2610' '2710' '2745' '2540' '2335' '1955' '2325' '2510'
## [51] '1835' '1840' '2370' '2220' '2505' '2240' '2325' '2425' '2220' '2475'
## [61] '1730' '2505' '2210' '2435' '2130' '2065' '2045' '2380' '2565' '1690'
## [71] '1570' '2360' '3130' '2665' '1805' '1890' '1565' '2910' '2145' '2875'
## [81] '3375' '2330' '3360' '3505' '2405' '2340' '2515' '2550' '2915' '2685'
## [91] '2385' '2215' '2310'
##  [1] 'Yes' 'Yes' 'Yes' 'Yes' 'Yes' 'No'  'No'  'No'  'No'  'No'  'No'  'Yes'
## [13] 'Yes' 'Yes' 'No'  'No'  'No'  'No'  'Yes' 'No'  'No'  'No'  'Yes' 'Yes'
## [25] 'Yes' 'No'  'No'  'Yes' 'Yes' 'No'  'Yes' 'Yes' 'Yes' 'Yes' 'Yes' 'Yes'
## [37] 'No'  'No'  'Yes' 'Yes' 'Yes' 'Yes' 'Yes' 'Yes' 'Yes' 'Yes' 'Yes' 'No' 
## [49] 'Yes' 'Yes' 'No'  'No'  'Yes' 'Yes' 'Yes' 'No'  'Yes' 'Yes' 'No'  'Yes'
## [61] 'No'  'Yes' 'No'  'Yes' 'Yes' 'No'  'No'  'No'  'No'  'No'  'No'  'Yes'
## [73] 'Yes' 'Yes' 'Yes' 'Yes' 'No'  'Yes' 'Yes' 'Yes' 'Yes' 'Yes' 'Yes' 'Yes'
## [85] 'Yes' 'Yes' 'Yes' 'Yes' 'Yes' 'Yes' 'Yes' 'Yes' 'Yes'
##  [1] '13.2' '18'   '16.9' '21.1' '21.1' '16.4' '18'   '23'   '18.8' '18'  
## [11] '20'   '15.2' '15.6' '15.5' '16.5' '20'   '27'   '23'   '20'   '18'  
## [21] '16'   '16'   '13.2' '14'   '16'   '20'   '16'   '19.8' '13.2' '18'  
## [31] '10'   '13.2' '15.9' '15.4' '15.5' '21'   '16'   '20'   '10.6' '12.4'
## [41] '15.9' '11.9' '17'   '11.9' '13.7' '11.9' '17.2' '22.5' '18.5' '20.6'
## [51] '18.4' '20'   '13.2' '14.5' '15.5' '19.6' '20'   '14.5' '18.5' '11.1'
## [61] '18'   '13.2' '19'   '13.2' '15.9' '20'   '18.5' '15.2' '16.5' '20'  
## [71] '18'   '15.9' '13.2' '15.2' '15.5' '16.5' '18'   '18'   '12.8' '9.2' 
## [81] '15.9' '15.9' '10.6' '11.9' '15.9' '18.5' '19.8' '12.4' '21.1' '18.5'
## [91] '18.5' '15.8' '19.3'
##  [1] '5' '5' '5' '6' '4' '6' '6' '6' '5' '6' '5' '5' '5' '4' '6' '7' '8' '6' '2'
## [20] '6' '6' '6' '5' '5' '6' '7' '6' '4' '5' '6' '4' '5' '5' '4' '4' '7' '5' '6'
## [39] '4' '4' '4' '4' '4' '5' '5' '4' '5' '5' '5' '4' '6' '6' '4' '5' '5' '7' '2'
## [58] '5' '5' '4' '5' '5' '5' '5' '5' '7' '5' '5' '5' '7' '6' '4' '4' '5' '4' '5'
## [77] '6' '5' '5' '4' '5' '5' '4' '5' '4' '5' '7' '4' '7' '5' '4' '5' '5'
##  [1] '177' '195' '180' '193' '186' '189' '200' '216' '198' '206' '204' '182'
## [13] '184' '193' '198' '178' '194' '214' '179' '203' '183' '203' '174' '172'
## [25] '181' '175' '192' '180' '174' '202' '141' '171' '177' '180' '179' '176'
## [37] '192' '212' '151' '164' '175' '173' '185' '168' '172' '166' '184' '200'
## [49] '188' '191' '205' '219' '164' '172' '184' '190' '169' '175' '187' '166'
## [61] '199' '172' '190' '170' '181' '190' '188' '188' '190' '194' '201' '173'
## [73] '177' '181' '196' '195' '177' '184' '176' '146' '175' '179' '161' '162'
## [85] '174' '188' '187' '163' '187' '180' '159' '190' '184'
##  [1] '102' '115' '102' '106' '109' '105' '111' '116' '108' '114' '111' '101'
## [13] '103' '101' '108' '110' '111' '116' '96'  '113' '104' '110' '98'  '97' 
## [25] '104' '112' '105' '97'  '98'  '113' '90'  '98'  '100' '101' '103' '119'
## [37] '106' '114' '93'  '97'  '100' '103' '107' '94'  '98'  '94'  '104' '113'
## [49] '103' '106' '109' '117' '97'  '98'  '103' '110' '96'  '105' '110' '95' 
## [61] '113' '98'  '107' '96'  '103' '112' '104' '103' '105' '110' '111' '97' 
## [73] '99'  '101' '101' '108' '111' '99'  '102' '90'  '97'  '102' '93'  '94' 
## [85] '99'  '103' '113' '93'  '115' '103' '97'  '104' '105'
##  [1] '68' '71' '67' '70' '69' '69' '74' '78' '73' '73' '74' '66' '68' '74' '71'
## [16] '74' '78' '77' '74' '74' '68' '69' '66' '67' '68' '72' '69' '72' '66' '74'
## [31] '63' '67' '68' '68' '70' '72' '71' '78' '63' '67' '70' '67' '67' '63' '66'
## [46] '64' '69' '72' '70' '71' '73' '77' '66' '66' '69' '72' '69' '67' '69' '65'
## [61] '73' '67' '70' '66' '67' '74' '69' '67' '70' '74' '74' '67' '66' '66' '75'
## [76] '72' '74' '67' '68' '60' '65' '67' '63' '65' '69' '70' '71' '63' '72' '67'
## [91] '66' '67' '69'
##  [1] '37' '38' '37' '37' '39' '41' '42' '45' '41' '43' '44' '38' '39' '43' '40'
## [16] '44' '42' '42' '43' '40' '41' '44' '32' '38' '39' '42' '42' '40' '36' '40'
## [31] '33' '36' '39' '40' '38' '45' '40' '43' '34' '37' '39' '36' '41' '35' '36'
## [46] '34' '41' '42' '40' '39' '42' '45' '34' '36' '40' '39' '37' '34' '37' '36'
## [61] '38' '36' '43' '33' '40' '41' '41' '39' '42' '44' '42' '39' '35' '39' '43'
## [76] '41' '43' '37' '40' '32' '35' '37' '34' '36' '39' '38' '41' '34' '38' '35'
## [91] '36' '37' '38'
##  [1] '26.5' '30'   '28'   '31'   '27'   '28'   '30.5' '30.5' '26.5' '35'  
## [11] '31'   '25'   '26'   '25'   '28.5' '30.5' '33.5' '29.5' <NA>   '31'  
## [21] '30.5' '36'   '26.5' '26.5' '30.5' '26.5' '30.5' '20'   '26.5' '30'  
## [31] '26'   '28'   '27.5' '24'   '23'   '30'   '27.5' '30'   '27.5' '24.5'
## [41] '23.5' '28'   '28'   '26'   '28'   '23.5' '31'   '29'   '27.5' '25'  
## [51] '30'   '31.5' '27'   '26.5' '29.5' '27.5' <NA>   '26'   '27'   '19'  
## [61] '28'   '26'   '27.5' '26'   '28.5' '27'   '28.5' '28'   '28'   '30.5'
## [71] '31.5' '24.5' '25.5' '25'   '25'   '28.5' '30.5' '26.5' '26.5' '23.5'
## [81] '27.5' '27'   '27.5' '24'   '23'   '28.5' '35'   '26'   '34'   '31.5'
## [91] '26'   '29.5' '30'  
##  [1] '11' '15' '14' '17' '13' '16' '17' '21' '14' '18' '14' '13' '14' '13' '16'
## [16] <NA> <NA> '20' <NA> '15' '14' '17' '11' '13' '14' <NA> '16' '11' '11' '15'
## [31] '12' '12' '13' '12' '18' <NA> '18' '21' '10' '11' '8'  '12' '14' '11' '12'
## [46] '9'  '14' '15' '14' '9'  '19' '22' '16' '13' '14' <NA> <NA> '12' '15' '6' 
## [61] '15' '11' '14' '12' '14' <NA> '14' '14' '16' <NA> '17' '8'  '17' '13' '13'
## [76] '16' '18' '14' '12' '10' '15' '14' '10' '11' '13' '15' <NA> '10' <NA> '14'
## [91] '15' '14' '15'
##  [1] '2705' '3560' '3375' '3405' '3640' '2880' '3470' '4105' '3495' '3620'
## [11] '3935' '2490' '2785' '3240' '3195' '3715' '4025' '3910' '3380' '3515'
## [21] '3085' '3570' '2270' '2670' '2970' '3705' '3080' '3805' '2295' '3490'
## [31] '1845' '2530' '2690' '2850' '2710' '3735' '3325' '3950' '1695' '2475'
## [41] '2865' '2350' '3040' '2345' '2620' '2285' '2885' '4000' '3510' '3515'
## [51] '3695' '4055' '2325' '2440' '2970' '3735' '2895' '2920' '3525' '2450'
## [61] '3610' '2295' '3730' '2545' '3050' '4100' '3200' '2910' '2890' '3715'
## [71] '3470' '2640' '2350' '2575' '3240' '3450' '3495' '2775' '2495' '2045'
## [81] '2490' '3085' '1965' '2055' '2950' '3030' '3785' '2240' '3960' '2985'
## [91] '2810' '2985' '3245'
##  [1] 'non-USA' 'non-USA' 'non-USA' 'non-USA' 'non-USA' 'USA'     'USA'    
##  [8] 'USA'     'USA'     'USA'     'USA'     'USA'     'USA'     'USA'    
## [15] 'USA'     'USA'     'USA'     'USA'     'USA'     'USA'     'USA'    
## [22] 'USA'     'USA'     'USA'     'USA'     'USA'     'USA'     'USA'    
## [29] 'USA'     'USA'     'USA'     'USA'     'USA'     'USA'     'USA'    
## [36] 'USA'     'USA'     'USA'     'non-USA' 'non-USA' 'non-USA' 'non-USA'
## [43] 'non-USA' 'non-USA' 'non-USA' 'non-USA' 'non-USA' 'non-USA' 'non-USA'
## [50] 'non-USA' 'USA'     'USA'     'non-USA' 'non-USA' 'non-USA' 'non-USA'
## [57] 'non-USA' 'non-USA' 'non-USA' 'USA'     'USA'     'non-USA' 'non-USA'
## [64] 'non-USA' 'non-USA' 'non-USA' 'non-USA' 'USA'     'USA'     'USA'    
## [71] 'USA'     'USA'     'USA'     'USA'     'USA'     'USA'     'USA'    
## [78] 'non-USA' 'USA'     'non-USA' 'non-USA' 'non-USA' 'non-USA' 'non-USA'
## [85] 'non-USA' 'non-USA' 'non-USA' 'non-USA' 'non-USA' 'non-USA' 'non-USA'
## [92] 'non-USA' 'non-USA'
##  [1] 'Acura Integra'            'Acura Legend'            
##  [3] 'Audi 90'                  'Audi 100'                
##  [5] 'BMW 535i'                 'Buick Century'           
##  [7] 'Buick LeSabre'            'Buick Roadmaster'        
##  [9] 'Buick Riviera'            'Cadillac DeVille'        
## [11] 'Cadillac Seville'         'Chevrolet Cavalier'      
## [13] 'Chevrolet Corsica'        'Chevrolet Camaro'        
## [15] 'Chevrolet Lumina'         'Chevrolet Lumina_APV'    
## [17] 'Chevrolet Astro'          'Chevrolet Caprice'       
## [19] 'Chevrolet Corvette'       'Chrylser Concorde'       
## [21] 'Chrysler LeBaron'         'Chrysler Imperial'       
## [23] 'Dodge Colt'               'Dodge Shadow'            
## [25] 'Dodge Spirit'             'Dodge Caravan'           
## [27] 'Dodge Dynasty'            'Dodge Stealth'           
## [29] 'Eagle Summit'             'Eagle Vision'            
## [31] 'Ford Festiva'             'Ford Escort'             
## [33] 'Ford Tempo'               'Ford Mustang'            
## [35] 'Ford Probe'               'Ford Aerostar'           
## [37] 'Ford Taurus'              'Ford Crown_Victoria'     
## [39] 'Geo Metro'                'Geo Storm'               
## [41] 'Honda Prelude'            'Honda Civic'             
## [43] 'Honda Accord'             'Hyundai Excel'           
## [45] 'Hyundai Elantra'          'Hyundai Scoupe'          
## [47] 'Hyundai Sonata'           'Infiniti Q45'            
## [49] 'Lexus ES300'              'Lexus SC300'             
## [51] 'Lincoln Continental'      'Lincoln Town_Car'        
## [53] 'Mazda 323'                'Mazda Protege'           
## [55] 'Mazda 626'                'Mazda MPV'               
## [57] 'Mazda RX-7'               'Mercedes-Benz 190E'      
## [59] 'Mercedes-Benz 300E'       'Mercury Capri'           
## [61] 'Mercury Cougar'           'Mitsubishi Mirage'       
## [63] 'Mitsubishi Diamante'      'Nissan Sentra'           
## [65] 'Nissan Altima'            'Nissan Quest'            
## [67] 'Nissan Maxima'            'Oldsmobile Achieva'      
## [69] 'Oldsmobile Cutlass_Ciera' 'Oldsmobile Silhouette'   
## [71] 'Oldsmobile Eighty-Eight'  'Plymouth Laser'          
## [73] 'Pontiac LeMans'           'Pontiac Sunbird'         
## [75] 'Pontiac Firebird'         'Pontiac Grand_Prix'      
## [77] 'Pontiac Bonneville'       'Saab 900'                
## [79] 'Saturn SL'                'Subaru Justy'            
## [81] 'Subaru Loyale'            'Subaru Legacy'           
## [83] 'Suzuki Swift'             'Toyota Tercel'           
## [85] 'Toyota Celica'            'Toyota Camry'            
## [87] 'Toyota Previa'            'Volkswagen Fox'          
## [89] 'Volkswagen Eurovan'       'Volkswagen Passat'       
## [91] 'Volkswagen Corrado'       'Volvo 240'               
## [93] 'Volvo 850'
##       Manufacturer Model Type Min.Price Price Max.Price MPG.city MPG.highway
##  [1,]            1    49    4      12.9  15.9      18.8       25          31
##  [2,]            1    56    3      29.2  33.9      38.7       18          25
##  [3,]            2     9    1      25.9  29.1      32.3       20          26
##  [4,]            2     1    3      30.8  37.7      44.6       19          26
##  [5,]            3     6    3      23.7  30.0      36.2       22          30
##  [6,]            4    24    3      14.2  15.7      17.3       22          31
##  [7,]            4    54    2      19.9  20.8      21.7       19          28
##  [8,]            4    74    2      22.6  23.7      24.9       16          25
##  [9,]            4    73    3      26.3  26.3      26.3       19          27
## [10,]            5    35    2      33.0  34.7      36.3       16          25
## [11,]            5    79    3      37.5  40.1      42.7       16          25
## [12,]            6    22    1       8.5  13.4      18.3       25          36
## [13,]            6    30    1      11.4  11.4      11.4       25          34
## [14,]            6    17    5      13.4  15.1      16.8       19          28
## [15,]            6    58    3      13.4  15.9      18.4       21          29
## [16,]            6    59    6      14.7  16.3      18.0       18          23
## [17,]            6    15    6      14.7  16.6      18.6       15          20
## [18,]            6    20    2      18.0  18.8      19.6       17          26
## [19,]            6    31    5      34.6  38.0      41.5       17          25
## [20,]            7    27    2      18.4  18.4      18.4       20          28
## [21,]            8    52    1      14.5  15.8      17.1       23          28
## [22,]            8    48    2      29.5  29.5      29.5       20          26
## [23,]            9    26    4       7.9   9.2      10.6       29          33
## [24,]            9    80    4       8.4  11.3      14.2       23          29
## [25,]            9    83    1      11.9  13.3      14.7       22          27
## [26,]            9    21    6      13.6  19.0      24.4       17          21
## [27,]            9    37    3      14.8  15.6      16.4       21          27
## [28,]            9    84    5      18.5  25.8      33.1       18          24
## [29,]           10    86    4       7.9  12.2      16.5       29          33
## [30,]           10    93    2      17.5  19.3      21.2       20          28
## [31,]           11    44    4       6.9   7.4       7.9       31          33
## [32,]           11    41    4       8.4  10.1      11.9       23          30
## [33,]           11    90    1      10.4  11.3      12.2       22          27
## [34,]           11    64    5      10.8  15.9      21.0       22          29
## [35,]           11    68    5      12.8  14.0      15.2       24          30
## [36,]           11    13    6      14.5  19.9      25.3       15          20
## [37,]           11    89    3      15.6  20.2      24.8       21          30
## [38,]           11    33    2      20.1  20.9      21.7       18          26
## [39,]           12    62    4       6.7   8.4      10.0       46          50
## [40,]           12    85    5      11.5  12.5      13.5       30          36
## [41,]           13    66    5      17.0  19.8      22.7       24          31
## [42,]           13    25    4       8.4  12.1      15.8       42          46
## [43,]           13    11    1      13.8  17.5      21.2       24          31
## [44,]           14    43    4       6.8   8.0       9.2       29          33
## [45,]           14    40    4       9.0  10.0      11.0       22          29
## [46,]           14    77    5       9.1  10.0      11.0       26          34
## [47,]           14    82    3      12.4  13.9      15.3       20          27
## [48,]           15    70    3      45.4  47.9      50.4       17          22
## [49,]           16    38    3      27.5  28.0      28.4       18          24
## [50,]           16    75    3      34.7  35.2      35.6       18          23
## [51,]           17    28    3      33.3  34.3      35.3       17          26
## [52,]           17    92    2      34.4  36.1      37.8       18          26
## [53,]           18     5    4       7.4   8.3       9.1       29          37
## [54,]           18    69    4      10.9  11.6      12.3       28          36
## [55,]           18     7    1      14.3  16.5      18.7       26          34
## [56,]           18    60    6      16.6  19.1      21.7       18          24
## [57,]           18    72    5      32.5  32.5      32.5       17          25
## [58,]           19     2    1      29.0  31.9      34.9       20          29
## [59,]           19     4    3      43.8  61.9      80.0       19          25
## [60,]           20    19    5      13.3  14.1      15.0       23          26
## [61,]           20    32    3      14.9  14.9      14.9       19          26
## [62,]           21    63    4       7.7  10.3      12.9       29          33
## [63,]           21    36    3      22.4  26.1      29.9       18          24
## [64,]           22    78    4       8.7  11.8      14.9       29          33
## [65,]           22    14    1      13.0  15.7      18.3       24          30
## [66,]           22    71    6      16.7  19.1      21.5       17          23
## [67,]           22    61    3      21.0  21.5      22.0       21          26
## [68,]           23    12    1      13.0  13.5      14.0       24          31
## [69,]           23    34    3      14.2  16.3      18.4       23          31
## [70,]           23    81    6      19.5  19.5      19.5       18          23
## [71,]           23    39    2      19.5  20.7      21.9       19          28
## [72,]           24    51    5      11.4  14.4      17.4       23          30
## [73,]           25    53    4       8.2   9.0       9.9       31          41
## [74,]           25    87    1       9.4  11.1      12.8       23          31
## [75,]           25    45    5      14.0  17.7      21.4       19          28
## [76,]           25    47    3      15.4  18.5      21.6       19          27
## [77,]           25    16    2      19.4  24.4      29.4       19          28
## [78,]           26    10    1      20.3  28.7      37.1       20          26
## [79,]           27    76    4       9.2  11.1      12.9       28          38
## [80,]           28    50    4       7.3   8.4       9.5       33          37
## [81,]           28    57    4      10.5  10.9      11.3       25          30
## [82,]           28    55    1      16.3  19.5      22.7       23          30
## [83,]           29    88    4       7.3   8.6      10.0       39          43
## [84,]           30    91    4       7.8   9.8      11.8       32          37
## [85,]           30    23    5      14.2  18.4      22.6       25          32
## [86,]           30    18    3      15.2  18.2      21.2       22          29
## [87,]           30    67    6      18.9  22.7      26.6       18          22
## [88,]           31    46    4       8.7   9.1       9.5       25          33
## [89,]           31    42    6      16.6  19.7      22.7       17          21
## [90,]           31    65    1      17.6  20.0      22.4       21          30
## [91,]           31    29    5      22.9  23.3      23.7       18          25
## [92,]           32     3    1      21.8  22.7      23.5       21          28
## [93,]           32     8    3      24.8  26.7      28.5       20          28
##       AirBags DriveTrain Cylinders EngineSize Horsepower  RPM Rev.per.mile
##  [1,]       3          2         2        1.8        140 6300         2890
##  [2,]       1          2         4        3.2        200 5500         2335
##  [3,]       2          2         4        2.8        172 5500         2280
##  [4,]       1          2         4        2.8        172 5500         2535
##  [5,]       2          3         2        3.5        208 5700         2545
##  [6,]       2          2         2        2.2        110 5200         2565
##  [7,]       2          2         4        3.8        170 4800         1570
##  [8,]       2          3         4        5.7        180 4000         1320
##  [9,]       2          2         4        3.8        170 4800         1690
## [10,]       2          2         5        4.9        200 4100         1510
## [11,]       1          2         5        4.6        295 6000         1985
## [12,]       3          2         2        2.2        110 5200         2380
## [13,]       2          2         2        2.2        110 5200         2665
## [14,]       1          3         4        3.4        160 4600         1805
## [15,]       3          2         2        2.2        110 5200         2595
## [16,]       3          2         4        3.8        170 4800         1690
## [17,]       3          1         4        4.3        165 4000         1790
## [18,]       2          3         5        5.0        170 4200         1350
## [19,]       2          3         5        5.7        300 5000         1450
## [20,]       1          2         4        3.3        153 5300         1990
## [21,]       1          2         2        3.0        141 5000         2090
## [22,]       2          2         4        3.3        147 4800         1785
## [23,]       3          2         2        1.5         92 6000         3285
## [24,]       2          2         2        2.2         93 4800         2595
## [25,]       2          2         2        2.5        100 4800         2535
## [26,]       2          1         4        3.0        142 5000         1970
## [27,]       2          2         2        2.5        100 4800         2465
## [28,]       2          1         4        3.0        300 6000         2120
## [29,]       3          2         2        1.5         92 6000         2505
## [30,]       1          2         4        3.5        214 5800         1980
## [31,]       3          2         2        1.3         63 5000         3150
## [32,]       3          2         2        1.8        127 6500         2410
## [33,]       3          2         2        2.3         96 4200         2805
## [34,]       2          3         2        2.3        105 4600         2285
## [35,]       2          2         2        2.0        115 5500         2340
## [36,]       2          1         4        3.0        145 4800         2080
## [37,]       2          2         4        3.0        140 4800         1885
## [38,]       2          3         5        4.6        190 4200         1415
## [39,]       3          2         1        1.0         55 5700         3755
## [40,]       2          2         2        1.6         90 5400         3250
## [41,]       1          2         2        2.3        160 5800         2855
## [42,]       2          2         2        1.5        102 5900         2650
## [43,]       1          2         2        2.2        140 5600         2610
## [44,]       3          2         2        1.5         81 5500         2710
## [45,]       3          2         2        1.8        124 6000         2745
## [46,]       3          2         2        1.5         92 5550         2540
## [47,]       3          2         2        2.0        128 6000         2335
## [48,]       2          3         5        4.5        278 6000         1955
## [49,]       2          2         4        3.0        185 5200         2325
## [50,]       1          3         4        3.0        225 6000         2510
## [51,]       1          2         4        3.8        160 4400         1835
## [52,]       1          3         5        4.6        210 4600         1840
## [53,]       3          2         2        1.6         82 5000         2370
## [54,]       3          2         2        1.8        103 5500         2220
## [55,]       2          2         2        2.5        164 5600         2505
## [56,]       3          1         4        3.0        155 5000         2240
## [57,]       2          3         6        1.3        255 6500         2325
## [58,]       2          3         2        2.3        130 5100         2425
## [59,]       1          3         4        3.2        217 5500         2220
## [60,]       2          2         2        1.6        100 5750         2475
## [61,]       3          3         4        3.8        140 3800         1730
## [62,]       3          2         2        1.5         92 6000         2505
## [63,]       2          2         4        3.0        202 6000         2210
## [64,]       2          2         2        1.6        110 6000         2435
## [65,]       2          2         2        2.4        150 5600         2130
## [66,]       3          2         4        3.0        151 4800         2065
## [67,]       2          2         4        3.0        160 5200         2045
## [68,]       3          2         2        2.3        155 6000         2380
## [69,]       2          2         2        2.2        110 5200         2565
## [70,]       3          2         4        3.8        170 4800         1690
## [71,]       2          2         4        3.8        170 4800         1570
## [72,]       3          1         2        1.8         92 5000         2360
## [73,]       3          2         2        1.6         74 5600         3130
## [74,]       3          2         2        2.0        110 5200         2665
## [75,]       1          3         4        3.4        160 4600         1805
## [76,]       3          2         4        3.4        200 5000         1890
## [77,]       1          2         4        3.8        170 4800         1565
## [78,]       2          2         2        2.1        140 6000         2910
## [79,]       2          2         2        1.9         85 5000         2145
## [80,]       3          1         1        1.2         73 5600         2875
## [81,]       3          1         2        1.8         90 5200         3375
## [82,]       2          1         2        2.2        130 5600         2330
## [83,]       3          2         1        1.3         70 6000         3360
## [84,]       2          2         2        1.5         82 5200         3505
## [85,]       2          2         2        2.2        135 5400         2405
## [86,]       2          2         2        2.2        130 5400         2340
## [87,]       2          1         2        2.4        138 5000         2515
## [88,]       3          2         2        1.8         81 5500         2550
## [89,]       3          2         3        2.5        109 4500         2915
## [90,]       3          2         2        2.0        134 5800         2685
## [91,]       3          2         4        2.8        178 5800         2385
## [92,]       2          3         2        2.3        114 5400         2215
## [93,]       1          2         3        2.4        168 6200         2310
##       Man.trans.avail Fuel.tank.capacity Passengers Length Wheelbase Width
##  [1,]               2               13.2          5    177       102    68
##  [2,]               2               18.0          5    195       115    71
##  [3,]               2               16.9          5    180       102    67
##  [4,]               2               21.1          6    193       106    70
##  [5,]               2               21.1          4    186       109    69
##  [6,]               1               16.4          6    189       105    69
##  [7,]               1               18.0          6    200       111    74
##  [8,]               1               23.0          6    216       116    78
##  [9,]               1               18.8          5    198       108    73
## [10,]               1               18.0          6    206       114    73
## [11,]               1               20.0          5    204       111    74
## [12,]               2               15.2          5    182       101    66
## [13,]               2               15.6          5    184       103    68
## [14,]               2               15.5          4    193       101    74
## [15,]               1               16.5          6    198       108    71
## [16,]               1               20.0          7    178       110    74
## [17,]               1               27.0          8    194       111    78
## [18,]               1               23.0          6    214       116    77
## [19,]               2               20.0          2    179        96    74
## [20,]               1               18.0          6    203       113    74
## [21,]               1               16.0          6    183       104    68
## [22,]               1               16.0          6    203       110    69
## [23,]               2               13.2          5    174        98    66
## [24,]               2               14.0          5    172        97    67
## [25,]               2               16.0          6    181       104    68
## [26,]               1               20.0          7    175       112    72
## [27,]               1               16.0          6    192       105    69
## [28,]               2               19.8          4    180        97    72
## [29,]               2               13.2          5    174        98    66
## [30,]               1               18.0          6    202       113    74
## [31,]               2               10.0          4    141        90    63
## [32,]               2               13.2          5    171        98    67
## [33,]               2               15.9          5    177       100    68
## [34,]               2               15.4          4    180       101    68
## [35,]               2               15.5          4    179       103    70
## [36,]               2               21.0          7    176       119    72
## [37,]               1               16.0          5    192       106    71
## [38,]               1               20.0          6    212       114    78
## [39,]               2               10.6          4    151        93    63
## [40,]               2               12.4          4    164        97    67
## [41,]               2               15.9          4    175       100    70
## [42,]               2               11.9          4    173       103    67
## [43,]               2               17.0          4    185       107    67
## [44,]               2               11.9          5    168        94    63
## [45,]               2               13.7          5    172        98    66
## [46,]               2               11.9          4    166        94    64
## [47,]               2               17.2          5    184       104    69
## [48,]               1               22.5          5    200       113    72
## [49,]               2               18.5          5    188       103    70
## [50,]               2               20.6          4    191       106    71
## [51,]               1               18.4          6    205       109    73
## [52,]               1               20.0          6    219       117    77
## [53,]               2               13.2          4    164        97    66
## [54,]               2               14.5          5    172        98    66
## [55,]               2               15.5          5    184       103    69
## [56,]               1               19.6          7    190       110    72
## [57,]               2               20.0          2    169        96    69
## [58,]               2               14.5          5    175       105    67
## [59,]               1               18.5          5    187       110    69
## [60,]               2               11.1          4    166        95    65
## [61,]               1               18.0          5    199       113    73
## [62,]               2               13.2          5    172        98    67
## [63,]               1               19.0          5    190       107    70
## [64,]               2               13.2          5    170        96    66
## [65,]               2               15.9          5    181       103    67
## [66,]               1               20.0          7    190       112    74
## [67,]               1               18.5          5    188       104    69
## [68,]               1               15.2          5    188       103    67
## [69,]               1               16.5          5    190       105    70
## [70,]               1               20.0          7    194       110    74
## [71,]               1               18.0          6    201       111    74
## [72,]               2               15.9          4    173        97    67
## [73,]               2               13.2          4    177        99    66
## [74,]               2               15.2          5    181       101    66
## [75,]               2               15.5          4    196       101    75
## [76,]               2               16.5          5    195       108    72
## [77,]               1               18.0          6    177       111    74
## [78,]               2               18.0          5    184        99    67
## [79,]               2               12.8          5    176       102    68
## [80,]               2                9.2          4    146        90    60
## [81,]               2               15.9          5    175        97    65
## [82,]               2               15.9          5    179       102    67
## [83,]               2               10.6          4    161        93    63
## [84,]               2               11.9          5    162        94    65
## [85,]               2               15.9          4    174        99    69
## [86,]               2               18.5          5    188       103    70
## [87,]               2               19.8          7    187       113    71
## [88,]               2               12.4          4    163        93    63
## [89,]               2               21.1          7    187       115    72
## [90,]               2               18.5          5    180       103    67
## [91,]               2               18.5          4    159        97    66
## [92,]               2               15.8          5    190       104    67
## [93,]               2               19.3          5    184       105    69
##       Turn.circle Rear.seat.room Luggage.room Weight Origin Make
##  [1,]          37           26.5           11   2705      2    1
##  [2,]          38           30.0           15   3560      2    2
##  [3,]          37           28.0           14   3375      2    4
##  [4,]          37           31.0           17   3405      2    3
##  [5,]          39           27.0           13   3640      2    5
##  [6,]          41           28.0           16   2880      1    6
##  [7,]          42           30.5           17   3470      1    7
##  [8,]          45           30.5           21   4105      1    9
##  [9,]          41           26.5           14   3495      1    8
## [10,]          43           35.0           18   3620      1   10
## [11,]          44           31.0           14   3935      1   11
## [12,]          38           25.0           13   2490      1   15
## [13,]          39           26.0           14   2785      1   16
## [14,]          43           25.0           13   3240      1   13
## [15,]          40           28.5           16   3195      1   18
## [16,]          44           30.5           NA   3715      1   19
## [17,]          42           33.5           NA   4025      1   12
## [18,]          42           29.5           20   3910      1   14
## [19,]          43             NA           NA   3380      1   17
## [20,]          40           31.0           15   3515      1   20
## [21,]          41           30.5           14   3085      1   22
## [22,]          44           36.0           17   3570      1   21
## [23,]          32           26.5           11   2270      1   24
## [24,]          38           26.5           13   2670      1   26
## [25,]          39           30.5           14   2970      1   27
## [26,]          42           26.5           NA   3705      1   23
## [27,]          42           30.5           16   3080      1   25
## [28,]          40           20.0           11   3805      1   28
## [29,]          36           26.5           11   2295      1   29
## [30,]          40           30.0           15   3490      1   30
## [31,]          33           26.0           12   1845      1   34
## [32,]          36           28.0           12   2530      1   33
## [33,]          39           27.5           13   2690      1   38
## [34,]          40           24.0           12   2850      1   35
## [35,]          38           23.0           18   2710      1   36
## [36,]          45           30.0           NA   3735      1   31
## [37,]          40           27.5           18   3325      1   37
## [38,]          43           30.0           21   3950      1   32
## [39,]          34           27.5           10   1695      2   39
## [40,]          37           24.5           11   2475      2   40
## [41,]          39           23.5            8   2865      2   43
## [42,]          36           28.0           12   2350      2   42
## [43,]          41           28.0           14   3040      2   41
## [44,]          35           26.0           11   2345      2   45
## [45,]          36           28.0           12   2620      2   44
## [46,]          34           23.5            9   2285      2   46
## [47,]          41           31.0           14   2885      2   47
## [48,]          42           29.0           15   4000      2   48
## [49,]          40           27.5           14   3510      2   49
## [50,]          39           25.0            9   3515      2   50
## [51,]          42           30.0           19   3695      1   51
## [52,]          45           31.5           22   4055      1   52
## [53,]          34           27.0           16   2325      2   53
## [54,]          36           26.5           13   2440      2   56
## [55,]          40           29.5           14   2970      2   54
## [56,]          39           27.5           NA   3735      2   55
## [57,]          37             NA           NA   2895      2   57
## [58,]          34           26.0           12   2920      2   58
## [59,]          37           27.0           15   3525      2   59
## [60,]          36           19.0            6   2450      1   60
## [61,]          38           28.0           15   3610      1   61
## [62,]          36           26.0           11   2295      2   63
## [63,]          43           27.5           14   3730      2   62
## [64,]          33           26.0           12   2545      2   67
## [65,]          40           28.5           14   3050      2   64
## [66,]          41           27.0           NA   4100      2   66
## [67,]          41           28.5           14   3200      2   65
## [68,]          39           28.0           14   2910      1   68
## [69,]          42           28.0           16   2890      1   69
## [70,]          44           30.5           NA   3715      1   71
## [71,]          42           31.5           17   3470      1   70
## [72,]          39           24.5            8   2640      1   72
## [73,]          35           25.5           17   2350      1   76
## [74,]          39           25.0           13   2575      1   77
## [75,]          43           25.0           13   3240      1   74
## [76,]          41           28.5           16   3450      1   75
## [77,]          43           30.5           18   3495      1   73
## [78,]          37           26.5           14   2775      2   78
## [79,]          40           26.5           12   2495      1   79
## [80,]          32           23.5           10   2045      2   80
## [81,]          35           27.5           15   2490      2   82
## [82,]          37           27.0           14   3085      2   81
## [83,]          34           27.5           10   1965      2   83
## [84,]          36           24.0           11   2055      2   87
## [85,]          39           23.0           13   2950      2   85
## [86,]          38           28.5           15   3030      2   84
## [87,]          41           35.0           NA   3785      2   86
## [88,]          34           26.0           10   2240      2   90
## [89,]          38           34.0           NA   3960      2   89
## [90,]          35           31.5           14   2985      2   91
## [91,]          36           26.0           15   2810      2   88
## [92,]          37           29.5           14   2985      2   92
## [93,]          38           30.0           15   3245      2   93
sapply(Cars93, print.octmode)
##  [1] "Acura        " "Acura        " "Audi         " "Audi         "
##  [5] "BMW          " "Buick        " "Buick        " "Buick        "
##  [9] "Buick        " "Cadillac     " "Cadillac     " "Chevrolet    "
## [13] "Chevrolet    " "Chevrolet    " "Chevrolet    " "Chevrolet    "
## [17] "Chevrolet    " "Chevrolet    " "Chevrolet    " "Chrylser     "
## [21] "Chrysler     " "Chrysler     " "Dodge        " "Dodge        "
## [25] "Dodge        " "Dodge        " "Dodge        " "Dodge        "
## [29] "Eagle        " "Eagle        " "Ford         " "Ford         "
## [33] "Ford         " "Ford         " "Ford         " "Ford         "
## [37] "Ford         " "Ford         " "Geo          " "Geo          "
## [41] "Honda        " "Honda        " "Honda        " "Hyundai      "
## [45] "Hyundai      " "Hyundai      " "Hyundai      " "Infiniti     "
## [49] "Lexus        " "Lexus        " "Lincoln      " "Lincoln      "
## [53] "Mazda        " "Mazda        " "Mazda        " "Mazda        "
## [57] "Mazda        " "Mercedes-Benz" "Mercedes-Benz" "Mercury      "
## [61] "Mercury      " "Mitsubishi   " "Mitsubishi   " "Nissan       "
## [65] "Nissan       " "Nissan       " "Nissan       " "Oldsmobile   "
## [69] "Oldsmobile   " "Oldsmobile   " "Oldsmobile   " "Plymouth     "
## [73] "Pontiac      " "Pontiac      " "Pontiac      " "Pontiac      "
## [77] "Pontiac      " "Saab         " "Saturn       " "Subaru       "
## [81] "Subaru       " "Subaru       " "Suzuki       " "Toyota       "
## [85] "Toyota       " "Toyota       " "Toyota       " "Volkswagen   "
## [89] "Volkswagen   " "Volkswagen   " "Volkswagen   " "Volvo        "
## [93] "Volvo        "
##  [1] "Integra       " "Legend        " "90            " "100           "
##  [5] "535i          " "Century       " "LeSabre       " "Roadmaster    "
##  [9] "Riviera       " "DeVille       " "Seville       " "Cavalier      "
## [13] "Corsica       " "Camaro        " "Lumina        " "Lumina_APV    "
## [17] "Astro         " "Caprice       " "Corvette      " "Concorde      "
## [21] "LeBaron       " "Imperial      " "Colt          " "Shadow        "
## [25] "Spirit        " "Caravan       " "Dynasty       " "Stealth       "
## [29] "Summit        " "Vision        " "Festiva       " "Escort        "
## [33] "Tempo         " "Mustang       " "Probe         " "Aerostar      "
## [37] "Taurus        " "Crown_Victoria" "Metro         " "Storm         "
## [41] "Prelude       " "Civic         " "Accord        " "Excel         "
## [45] "Elantra       " "Scoupe        " "Sonata        " "Q45           "
## [49] "ES300         " "SC300         " "Continental   " "Town_Car      "
## [53] "323           " "Protege       " "626           " "MPV           "
## [57] "RX-7          " "190E          " "300E          " "Capri         "
## [61] "Cougar        " "Mirage        " "Diamante      " "Sentra        "
## [65] "Altima        " "Quest         " "Maxima        " "Achieva       "
## [69] "Cutlass_Ciera " "Silhouette    " "Eighty-Eight  " "Laser         "
## [73] "LeMans        " "Sunbird       " "Firebird      " "Grand_Prix    "
## [77] "Bonneville    " "900           " "SL            " "Justy         "
## [81] "Loyale        " "Legacy        " "Swift         " "Tercel        "
## [85] "Celica        " "Camry         " "Previa        " "Fox           "
## [89] "Eurovan       " "Passat        " "Corrado       " "240           "
## [93] "850           "
##  [1] "Small  " "Midsize" "Compact" "Midsize" "Midsize" "Midsize" "Large  "
##  [8] "Large  " "Midsize" "Large  " "Midsize" "Compact" "Compact" "Sporty "
## [15] "Midsize" "Van    " "Van    " "Large  " "Sporty " "Large  " "Compact"
## [22] "Large  " "Small  " "Small  " "Compact" "Van    " "Midsize" "Sporty "
## [29] "Small  " "Large  " "Small  " "Small  " "Compact" "Sporty " "Sporty "
## [36] "Van    " "Midsize" "Large  " "Small  " "Sporty " "Sporty " "Small  "
## [43] "Compact" "Small  " "Small  " "Sporty " "Midsize" "Midsize" "Midsize"
## [50] "Midsize" "Midsize" "Large  " "Small  " "Small  " "Compact" "Van    "
## [57] "Sporty " "Compact" "Midsize" "Sporty " "Midsize" "Small  " "Midsize"
## [64] "Small  " "Compact" "Van    " "Midsize" "Compact" "Midsize" "Van    "
## [71] "Large  " "Sporty " "Small  " "Compact" "Sporty " "Midsize" "Large  "
## [78] "Compact" "Small  " "Small  " "Small  " "Compact" "Small  " "Small  "
## [85] "Sporty " "Midsize" "Van    " "Small  " "Van    " "Compact" "Sporty "
## [92] "Compact" "Midsize"
##  [1] "12.9" "29.2" "25.9" "30.8" "23.7" "14.2" "19.9" "22.6" "26.3" "33.0"
## [11] "37.5" " 8.5" "11.4" "13.4" "13.4" "14.7" "14.7" "18.0" "34.6" "18.4"
## [21] "14.5" "29.5" " 7.9" " 8.4" "11.9" "13.6" "14.8" "18.5" " 7.9" "17.5"
## [31] " 6.9" " 8.4" "10.4" "10.8" "12.8" "14.5" "15.6" "20.1" " 6.7" "11.5"
## [41] "17.0" " 8.4" "13.8" " 6.8" " 9.0" " 9.1" "12.4" "45.4" "27.5" "34.7"
## [51] "33.3" "34.4" " 7.4" "10.9" "14.3" "16.6" "32.5" "29.0" "43.8" "13.3"
## [61] "14.9" " 7.7" "22.4" " 8.7" "13.0" "16.7" "21.0" "13.0" "14.2" "19.5"
## [71] "19.5" "11.4" " 8.2" " 9.4" "14.0" "15.4" "19.4" "20.3" " 9.2" " 7.3"
## [81] "10.5" "16.3" " 7.3" " 7.8" "14.2" "15.2" "18.9" " 8.7" "16.6" "17.6"
## [91] "22.9" "21.8" "24.8"
##  [1] "15.9" "33.9" "29.1" "37.7" "30.0" "15.7" "20.8" "23.7" "26.3" "34.7"
## [11] "40.1" "13.4" "11.4" "15.1" "15.9" "16.3" "16.6" "18.8" "38.0" "18.4"
## [21] "15.8" "29.5" " 9.2" "11.3" "13.3" "19.0" "15.6" "25.8" "12.2" "19.3"
## [31] " 7.4" "10.1" "11.3" "15.9" "14.0" "19.9" "20.2" "20.9" " 8.4" "12.5"
## [41] "19.8" "12.1" "17.5" " 8.0" "10.0" "10.0" "13.9" "47.9" "28.0" "35.2"
## [51] "34.3" "36.1" " 8.3" "11.6" "16.5" "19.1" "32.5" "31.9" "61.9" "14.1"
## [61] "14.9" "10.3" "26.1" "11.8" "15.7" "19.1" "21.5" "13.5" "16.3" "19.5"
## [71] "20.7" "14.4" " 9.0" "11.1" "17.7" "18.5" "24.4" "28.7" "11.1" " 8.4"
## [81] "10.9" "19.5" " 8.6" " 9.8" "18.4" "18.2" "22.7" " 9.1" "19.7" "20.0"
## [91] "23.3" "22.7" "26.7"
##  [1] "18.8" "38.7" "32.3" "44.6" "36.2" "17.3" "21.7" "24.9" "26.3" "36.3"
## [11] "42.7" "18.3" "11.4" "16.8" "18.4" "18.0" "18.6" "19.6" "41.5" "18.4"
## [21] "17.1" "29.5" "10.6" "14.2" "14.7" "24.4" "16.4" "33.1" "16.5" "21.2"
## [31] " 7.9" "11.9" "12.2" "21.0" "15.2" "25.3" "24.8" "21.7" "10.0" "13.5"
## [41] "22.7" "15.8" "21.2" " 9.2" "11.0" "11.0" "15.3" "50.4" "28.4" "35.6"
## [51] "35.3" "37.8" " 9.1" "12.3" "18.7" "21.7" "32.5" "34.9" "80.0" "15.0"
## [61] "14.9" "12.9" "29.9" "14.9" "18.3" "21.5" "22.0" "14.0" "18.4" "19.5"
## [71] "21.9" "17.4" " 9.9" "12.8" "21.4" "21.6" "29.4" "37.1" "12.9" " 9.5"
## [81] "11.3" "22.7" "10.0" "11.8" "22.6" "21.2" "26.6" " 9.5" "22.7" "22.4"
## [91] "23.7" "23.5" "28.5"
##  [1] "25" "18" "20" "19" "22" "22" "19" "16" "19" "16" "16" "25" "25" "19" "21"
## [16] "18" "15" "17" "17" "20" "23" "20" "29" "23" "22" "17" "21" "18" "29" "20"
## [31] "31" "23" "22" "22" "24" "15" "21" "18" "46" "30" "24" "42" "24" "29" "22"
## [46] "26" "20" "17" "18" "18" "17" "18" "29" "28" "26" "18" "17" "20" "19" "23"
## [61] "19" "29" "18" "29" "24" "17" "21" "24" "23" "18" "19" "23" "31" "23" "19"
## [76] "19" "19" "20" "28" "33" "25" "23" "39" "32" "25" "22" "18" "25" "17" "21"
## [91] "18" "21" "20"
##  [1] "31" "25" "26" "26" "30" "31" "28" "25" "27" "25" "25" "36" "34" "28" "29"
## [16] "23" "20" "26" "25" "28" "28" "26" "33" "29" "27" "21" "27" "24" "33" "28"
## [31] "33" "30" "27" "29" "30" "20" "30" "26" "50" "36" "31" "46" "31" "33" "29"
## [46] "34" "27" "22" "24" "23" "26" "26" "37" "36" "34" "24" "25" "29" "25" "26"
## [61] "26" "33" "24" "33" "30" "23" "26" "31" "31" "23" "28" "30" "41" "31" "28"
## [76] "27" "28" "26" "38" "37" "30" "30" "43" "37" "32" "29" "22" "33" "21" "30"
## [91] "25" "28" "28"
##  [1] "None              " "Driver & Passenger" "Driver only       "
##  [4] "Driver & Passenger" "Driver only       " "Driver only       "
##  [7] "Driver only       " "Driver only       " "Driver only       "
## [10] "Driver only       " "Driver & Passenger" "None              "
## [13] "Driver only       " "Driver & Passenger" "None              "
## [16] "None              " "None              " "Driver only       "
## [19] "Driver only       " "Driver & Passenger" "Driver & Passenger"
## [22] "Driver only       " "None              " "Driver only       "
## [25] "Driver only       " "Driver only       " "Driver only       "
## [28] "Driver only       " "None              " "Driver & Passenger"
## [31] "None              " "None              " "None              "
## [34] "Driver only       " "Driver only       " "Driver only       "
## [37] "Driver only       " "Driver only       " "None              "
## [40] "Driver only       " "Driver & Passenger" "Driver only       "
## [43] "Driver & Passenger" "None              " "None              "
## [46] "None              " "None              " "Driver only       "
## [49] "Driver only       " "Driver & Passenger" "Driver & Passenger"
## [52] "Driver & Passenger" "None              " "None              "
## [55] "Driver only       " "None              " "Driver only       "
## [58] "Driver only       " "Driver & Passenger" "Driver only       "
## [61] "None              " "None              " "Driver only       "
## [64] "Driver only       " "Driver only       " "None              "
## [67] "Driver only       " "None              " "Driver only       "
## [70] "None              " "Driver only       " "None              "
## [73] "None              " "None              " "Driver & Passenger"
## [76] "None              " "Driver & Passenger" "Driver only       "
## [79] "Driver only       " "None              " "None              "
## [82] "Driver only       " "None              " "Driver only       "
## [85] "Driver only       " "Driver only       " "Driver only       "
## [88] "None              " "None              " "None              "
## [91] "None              " "Driver only       " "Driver & Passenger"
##  [1] "Front" "Front" "Front" "Front" "Rear " "Front" "Front" "Rear " "Front"
## [10] "Front" "Front" "Front" "Front" "Rear " "Front" "Front" "4WD  " "Rear "
## [19] "Rear " "Front" "Front" "Front" "Front" "Front" "Front" "4WD  " "Front"
## [28] "4WD  " "Front" "Front" "Front" "Front" "Front" "Rear " "Front" "4WD  "
## [37] "Front" "Rear " "Front" "Front" "Front" "Front" "Front" "Front" "Front"
## [46] "Front" "Front" "Rear " "Front" "Rear " "Front" "Rear " "Front" "Front"
## [55] "Front" "4WD  " "Rear " "Rear " "Rear " "Front" "Rear " "Front" "Front"
## [64] "Front" "Front" "Front" "Front" "Front" "Front" "Front" "Front" "4WD  "
## [73] "Front" "Front" "Rear " "Front" "Front" "Front" "Front" "4WD  " "4WD  "
## [82] "4WD  " "Front" "Front" "Front" "Front" "4WD  " "Front" "Front" "Front"
## [91] "Front" "Rear " "Front"
##  [1] "4     " "6     " "6     " "6     " "4     " "4     " "6     " "6     "
##  [9] "6     " "8     " "8     " "4     " "4     " "6     " "4     " "6     "
## [17] "6     " "8     " "8     " "6     " "4     " "6     " "4     " "4     "
## [25] "4     " "6     " "4     " "6     " "4     " "6     " "4     " "4     "
## [33] "4     " "4     " "4     " "6     " "6     " "8     " "3     " "4     "
## [41] "4     " "4     " "4     " "4     " "4     " "4     " "4     " "8     "
## [49] "6     " "6     " "6     " "8     " "4     " "4     " "4     " "6     "
## [57] "rotary" "4     " "6     " "4     " "6     " "4     " "6     " "4     "
## [65] "4     " "6     " "6     " "4     " "4     " "6     " "6     " "4     "
## [73] "4     " "4     " "6     " "6     " "6     " "4     " "4     " "3     "
## [81] "4     " "4     " "3     " "4     " "4     " "4     " "4     " "4     "
## [89] "5     " "4     " "6     " "4     " "5     "
##  [1] "1.8" "3.2" "2.8" "2.8" "3.5" "2.2" "3.8" "5.7" "3.8" "4.9" "4.6" "2.2"
## [13] "2.2" "3.4" "2.2" "3.8" "4.3" "5.0" "5.7" "3.3" "3.0" "3.3" "1.5" "2.2"
## [25] "2.5" "3.0" "2.5" "3.0" "1.5" "3.5" "1.3" "1.8" "2.3" "2.3" "2.0" "3.0"
## [37] "3.0" "4.6" "1.0" "1.6" "2.3" "1.5" "2.2" "1.5" "1.8" "1.5" "2.0" "4.5"
## [49] "3.0" "3.0" "3.8" "4.6" "1.6" "1.8" "2.5" "3.0" "1.3" "2.3" "3.2" "1.6"
## [61] "3.8" "1.5" "3.0" "1.6" "2.4" "3.0" "3.0" "2.3" "2.2" "3.8" "3.8" "1.8"
## [73] "1.6" "2.0" "3.4" "3.4" "3.8" "2.1" "1.9" "1.2" "1.8" "2.2" "1.3" "1.5"
## [85] "2.2" "2.2" "2.4" "1.8" "2.5" "2.0" "2.8" "2.3" "2.4"
##  [1] "140" "200" "172" "172" "208" "110" "170" "180" "170" "200" "295" "110"
## [13] "110" "160" "110" "170" "165" "170" "300" "153" "141" "147" " 92" " 93"
## [25] "100" "142" "100" "300" " 92" "214" " 63" "127" " 96" "105" "115" "145"
## [37] "140" "190" " 55" " 90" "160" "102" "140" " 81" "124" " 92" "128" "278"
## [49] "185" "225" "160" "210" " 82" "103" "164" "155" "255" "130" "217" "100"
## [61] "140" " 92" "202" "110" "150" "151" "160" "155" "110" "170" "170" " 92"
## [73] " 74" "110" "160" "200" "170" "140" " 85" " 73" " 90" "130" " 70" " 82"
## [85] "135" "130" "138" " 81" "109" "134" "178" "114" "168"
##  [1] "6300" "5500" "5500" "5500" "5700" "5200" "4800" "4000" "4800" "4100"
## [11] "6000" "5200" "5200" "4600" "5200" "4800" "4000" "4200" "5000" "5300"
## [21] "5000" "4800" "6000" "4800" "4800" "5000" "4800" "6000" "6000" "5800"
## [31] "5000" "6500" "4200" "4600" "5500" "4800" "4800" "4200" "5700" "5400"
## [41] "5800" "5900" "5600" "5500" "6000" "5550" "6000" "6000" "5200" "6000"
## [51] "4400" "4600" "5000" "5500" "5600" "5000" "6500" "5100" "5500" "5750"
## [61] "3800" "6000" "6000" "6000" "5600" "4800" "5200" "6000" "5200" "4800"
## [71] "4800" "5000" "5600" "5200" "4600" "5000" "4800" "6000" "5000" "5600"
## [81] "5200" "5600" "6000" "5200" "5400" "5400" "5000" "5500" "4500" "5800"
## [91] "5800" "5400" "6200"
##  [1] "2890" "2335" "2280" "2535" "2545" "2565" "1570" "1320" "1690" "1510"
## [11] "1985" "2380" "2665" "1805" "2595" "1690" "1790" "1350" "1450" "1990"
## [21] "2090" "1785" "3285" "2595" "2535" "1970" "2465" "2120" "2505" "1980"
## [31] "3150" "2410" "2805" "2285" "2340" "2080" "1885" "1415" "3755" "3250"
## [41] "2855" "2650" "2610" "2710" "2745" "2540" "2335" "1955" "2325" "2510"
## [51] "1835" "1840" "2370" "2220" "2505" "2240" "2325" "2425" "2220" "2475"
## [61] "1730" "2505" "2210" "2435" "2130" "2065" "2045" "2380" "2565" "1690"
## [71] "1570" "2360" "3130" "2665" "1805" "1890" "1565" "2910" "2145" "2875"
## [81] "3375" "2330" "3360" "3505" "2405" "2340" "2515" "2550" "2915" "2685"
## [91] "2385" "2215" "2310"
##  [1] "Yes" "Yes" "Yes" "Yes" "Yes" "No " "No " "No " "No " "No " "No " "Yes"
## [13] "Yes" "Yes" "No " "No " "No " "No " "Yes" "No " "No " "No " "Yes" "Yes"
## [25] "Yes" "No " "No " "Yes" "Yes" "No " "Yes" "Yes" "Yes" "Yes" "Yes" "Yes"
## [37] "No " "No " "Yes" "Yes" "Yes" "Yes" "Yes" "Yes" "Yes" "Yes" "Yes" "No "
## [49] "Yes" "Yes" "No " "No " "Yes" "Yes" "Yes" "No " "Yes" "Yes" "No " "Yes"
## [61] "No " "Yes" "No " "Yes" "Yes" "No " "No " "No " "No " "No " "No " "Yes"
## [73] "Yes" "Yes" "Yes" "Yes" "No " "Yes" "Yes" "Yes" "Yes" "Yes" "Yes" "Yes"
## [85] "Yes" "Yes" "Yes" "Yes" "Yes" "Yes" "Yes" "Yes" "Yes"
##  [1] "13.2" "18.0" "16.9" "21.1" "21.1" "16.4" "18.0" "23.0" "18.8" "18.0"
## [11] "20.0" "15.2" "15.6" "15.5" "16.5" "20.0" "27.0" "23.0" "20.0" "18.0"
## [21] "16.0" "16.0" "13.2" "14.0" "16.0" "20.0" "16.0" "19.8" "13.2" "18.0"
## [31] "10.0" "13.2" "15.9" "15.4" "15.5" "21.0" "16.0" "20.0" "10.6" "12.4"
## [41] "15.9" "11.9" "17.0" "11.9" "13.7" "11.9" "17.2" "22.5" "18.5" "20.6"
## [51] "18.4" "20.0" "13.2" "14.5" "15.5" "19.6" "20.0" "14.5" "18.5" "11.1"
## [61] "18.0" "13.2" "19.0" "13.2" "15.9" "20.0" "18.5" "15.2" "16.5" "20.0"
## [71] "18.0" "15.9" "13.2" "15.2" "15.5" "16.5" "18.0" "18.0" "12.8" " 9.2"
## [81] "15.9" "15.9" "10.6" "11.9" "15.9" "18.5" "19.8" "12.4" "21.1" "18.5"
## [91] "18.5" "15.8" "19.3"
##  [1] "5" "5" "5" "6" "4" "6" "6" "6" "5" "6" "5" "5" "5" "4" "6" "7" "8" "6" "2"
## [20] "6" "6" "6" "5" "5" "6" "7" "6" "4" "5" "6" "4" "5" "5" "4" "4" "7" "5" "6"
## [39] "4" "4" "4" "4" "4" "5" "5" "4" "5" "5" "5" "4" "6" "6" "4" "5" "5" "7" "2"
## [58] "5" "5" "4" "5" "5" "5" "5" "5" "7" "5" "5" "5" "7" "6" "4" "4" "5" "4" "5"
## [77] "6" "5" "5" "4" "5" "5" "4" "5" "4" "5" "7" "4" "7" "5" "4" "5" "5"
##  [1] "177" "195" "180" "193" "186" "189" "200" "216" "198" "206" "204" "182"
## [13] "184" "193" "198" "178" "194" "214" "179" "203" "183" "203" "174" "172"
## [25] "181" "175" "192" "180" "174" "202" "141" "171" "177" "180" "179" "176"
## [37] "192" "212" "151" "164" "175" "173" "185" "168" "172" "166" "184" "200"
## [49] "188" "191" "205" "219" "164" "172" "184" "190" "169" "175" "187" "166"
## [61] "199" "172" "190" "170" "181" "190" "188" "188" "190" "194" "201" "173"
## [73] "177" "181" "196" "195" "177" "184" "176" "146" "175" "179" "161" "162"
## [85] "174" "188" "187" "163" "187" "180" "159" "190" "184"
##  [1] "102" "115" "102" "106" "109" "105" "111" "116" "108" "114" "111" "101"
## [13] "103" "101" "108" "110" "111" "116" " 96" "113" "104" "110" " 98" " 97"
## [25] "104" "112" "105" " 97" " 98" "113" " 90" " 98" "100" "101" "103" "119"
## [37] "106" "114" " 93" " 97" "100" "103" "107" " 94" " 98" " 94" "104" "113"
## [49] "103" "106" "109" "117" " 97" " 98" "103" "110" " 96" "105" "110" " 95"
## [61] "113" " 98" "107" " 96" "103" "112" "104" "103" "105" "110" "111" " 97"
## [73] " 99" "101" "101" "108" "111" " 99" "102" " 90" " 97" "102" " 93" " 94"
## [85] " 99" "103" "113" " 93" "115" "103" " 97" "104" "105"
##  [1] "68" "71" "67" "70" "69" "69" "74" "78" "73" "73" "74" "66" "68" "74" "71"
## [16] "74" "78" "77" "74" "74" "68" "69" "66" "67" "68" "72" "69" "72" "66" "74"
## [31] "63" "67" "68" "68" "70" "72" "71" "78" "63" "67" "70" "67" "67" "63" "66"
## [46] "64" "69" "72" "70" "71" "73" "77" "66" "66" "69" "72" "69" "67" "69" "65"
## [61] "73" "67" "70" "66" "67" "74" "69" "67" "70" "74" "74" "67" "66" "66" "75"
## [76] "72" "74" "67" "68" "60" "65" "67" "63" "65" "69" "70" "71" "63" "72" "67"
## [91] "66" "67" "69"
##  [1] "37" "38" "37" "37" "39" "41" "42" "45" "41" "43" "44" "38" "39" "43" "40"
## [16] "44" "42" "42" "43" "40" "41" "44" "32" "38" "39" "42" "42" "40" "36" "40"
## [31] "33" "36" "39" "40" "38" "45" "40" "43" "34" "37" "39" "36" "41" "35" "36"
## [46] "34" "41" "42" "40" "39" "42" "45" "34" "36" "40" "39" "37" "34" "37" "36"
## [61] "38" "36" "43" "33" "40" "41" "41" "39" "42" "44" "42" "39" "35" "39" "43"
## [76] "41" "43" "37" "40" "32" "35" "37" "34" "36" "39" "38" "41" "34" "38" "35"
## [91] "36" "37" "38"
##  [1] "26.5" "30.0" "28.0" "31.0" "27.0" "28.0" "30.5" "30.5" "26.5" "35.0"
## [11] "31.0" "25.0" "26.0" "25.0" "28.5" "30.5" "33.5" "29.5" "  NA" "31.0"
## [21] "30.5" "36.0" "26.5" "26.5" "30.5" "26.5" "30.5" "20.0" "26.5" "30.0"
## [31] "26.0" "28.0" "27.5" "24.0" "23.0" "30.0" "27.5" "30.0" "27.5" "24.5"
## [41] "23.5" "28.0" "28.0" "26.0" "28.0" "23.5" "31.0" "29.0" "27.5" "25.0"
## [51] "30.0" "31.5" "27.0" "26.5" "29.5" "27.5" "  NA" "26.0" "27.0" "19.0"
## [61] "28.0" "26.0" "27.5" "26.0" "28.5" "27.0" "28.5" "28.0" "28.0" "30.5"
## [71] "31.5" "24.5" "25.5" "25.0" "25.0" "28.5" "30.5" "26.5" "26.5" "23.5"
## [81] "27.5" "27.0" "27.5" "24.0" "23.0" "28.5" "35.0" "26.0" "34.0" "31.5"
## [91] "26.0" "29.5" "30.0"
##  [1] "11" "15" "14" "17" "13" "16" "17" "21" "14" "18" "14" "13" "14" "13" "16"
## [16] "NA" "NA" "20" "NA" "15" "14" "17" "11" "13" "14" "NA" "16" "11" "11" "15"
## [31] "12" "12" "13" "12" "18" "NA" "18" "21" "10" "11" " 8" "12" "14" "11" "12"
## [46] " 9" "14" "15" "14" " 9" "19" "22" "16" "13" "14" "NA" "NA" "12" "15" " 6"
## [61] "15" "11" "14" "12" "14" "NA" "14" "14" "16" "NA" "17" " 8" "17" "13" "13"
## [76] "16" "18" "14" "12" "10" "15" "14" "10" "11" "13" "15" "NA" "10" "NA" "14"
## [91] "15" "14" "15"
##  [1] "2705" "3560" "3375" "3405" "3640" "2880" "3470" "4105" "3495" "3620"
## [11] "3935" "2490" "2785" "3240" "3195" "3715" "4025" "3910" "3380" "3515"
## [21] "3085" "3570" "2270" "2670" "2970" "3705" "3080" "3805" "2295" "3490"
## [31] "1845" "2530" "2690" "2850" "2710" "3735" "3325" "3950" "1695" "2475"
## [41] "2865" "2350" "3040" "2345" "2620" "2285" "2885" "4000" "3510" "3515"
## [51] "3695" "4055" "2325" "2440" "2970" "3735" "2895" "2920" "3525" "2450"
## [61] "3610" "2295" "3730" "2545" "3050" "4100" "3200" "2910" "2890" "3715"
## [71] "3470" "2640" "2350" "2575" "3240" "3450" "3495" "2775" "2495" "2045"
## [81] "2490" "3085" "1965" "2055" "2950" "3030" "3785" "2240" "3960" "2985"
## [91] "2810" "2985" "3245"
##  [1] "non-USA" "non-USA" "non-USA" "non-USA" "non-USA" "USA    " "USA    "
##  [8] "USA    " "USA    " "USA    " "USA    " "USA    " "USA    " "USA    "
## [15] "USA    " "USA    " "USA    " "USA    " "USA    " "USA    " "USA    "
## [22] "USA    " "USA    " "USA    " "USA    " "USA    " "USA    " "USA    "
## [29] "USA    " "USA    " "USA    " "USA    " "USA    " "USA    " "USA    "
## [36] "USA    " "USA    " "USA    " "non-USA" "non-USA" "non-USA" "non-USA"
## [43] "non-USA" "non-USA" "non-USA" "non-USA" "non-USA" "non-USA" "non-USA"
## [50] "non-USA" "USA    " "USA    " "non-USA" "non-USA" "non-USA" "non-USA"
## [57] "non-USA" "non-USA" "non-USA" "USA    " "USA    " "non-USA" "non-USA"
## [64] "non-USA" "non-USA" "non-USA" "non-USA" "USA    " "USA    " "USA    "
## [71] "USA    " "USA    " "USA    " "USA    " "USA    " "USA    " "USA    "
## [78] "non-USA" "USA    " "non-USA" "non-USA" "non-USA" "non-USA" "non-USA"
## [85] "non-USA" "non-USA" "non-USA" "non-USA" "non-USA" "non-USA" "non-USA"
## [92] "non-USA" "non-USA"
##  [1] "Acura Integra           " "Acura Legend            "
##  [3] "Audi 90                 " "Audi 100                "
##  [5] "BMW 535i                " "Buick Century           "
##  [7] "Buick LeSabre           " "Buick Roadmaster        "
##  [9] "Buick Riviera           " "Cadillac DeVille        "
## [11] "Cadillac Seville        " "Chevrolet Cavalier      "
## [13] "Chevrolet Corsica       " "Chevrolet Camaro        "
## [15] "Chevrolet Lumina        " "Chevrolet Lumina_APV    "
## [17] "Chevrolet Astro         " "Chevrolet Caprice       "
## [19] "Chevrolet Corvette      " "Chrylser Concorde       "
## [21] "Chrysler LeBaron        " "Chrysler Imperial       "
## [23] "Dodge Colt              " "Dodge Shadow            "
## [25] "Dodge Spirit            " "Dodge Caravan           "
## [27] "Dodge Dynasty           " "Dodge Stealth           "
## [29] "Eagle Summit            " "Eagle Vision            "
## [31] "Ford Festiva            " "Ford Escort             "
## [33] "Ford Tempo              " "Ford Mustang            "
## [35] "Ford Probe              " "Ford Aerostar           "
## [37] "Ford Taurus             " "Ford Crown_Victoria     "
## [39] "Geo Metro               " "Geo Storm               "
## [41] "Honda Prelude           " "Honda Civic             "
## [43] "Honda Accord            " "Hyundai Excel           "
## [45] "Hyundai Elantra         " "Hyundai Scoupe          "
## [47] "Hyundai Sonata          " "Infiniti Q45            "
## [49] "Lexus ES300             " "Lexus SC300             "
## [51] "Lincoln Continental     " "Lincoln Town_Car        "
## [53] "Mazda 323               " "Mazda Protege           "
## [55] "Mazda 626               " "Mazda MPV               "
## [57] "Mazda RX-7              " "Mercedes-Benz 190E      "
## [59] "Mercedes-Benz 300E      " "Mercury Capri           "
## [61] "Mercury Cougar          " "Mitsubishi Mirage       "
## [63] "Mitsubishi Diamante     " "Nissan Sentra           "
## [65] "Nissan Altima           " "Nissan Quest            "
## [67] "Nissan Maxima           " "Oldsmobile Achieva      "
## [69] "Oldsmobile Cutlass_Ciera" "Oldsmobile Silhouette   "
## [71] "Oldsmobile Eighty-Eight " "Plymouth Laser          "
## [73] "Pontiac LeMans          " "Pontiac Sunbird         "
## [75] "Pontiac Firebird        " "Pontiac Grand_Prix      "
## [77] "Pontiac Bonneville      " "Saab 900                "
## [79] "Saturn SL               " "Subaru Justy            "
## [81] "Subaru Loyale           " "Subaru Legacy           "
## [83] "Suzuki Swift            " "Toyota Tercel           "
## [85] "Toyota Celica           " "Toyota Camry            "
## [87] "Toyota Previa           " "Volkswagen Fox          "
## [89] "Volkswagen Eurovan      " "Volkswagen Passat       "
## [91] "Volkswagen Corrado      " "Volvo 240               "
## [93] "Volvo 850               "
##       Manufacturer Model Type Min.Price Price Max.Price MPG.city MPG.highway
##  [1,]            1    49    4      12.9  15.9      18.8       25          31
##  [2,]            1    56    3      29.2  33.9      38.7       18          25
##  [3,]            2     9    1      25.9  29.1      32.3       20          26
##  [4,]            2     1    3      30.8  37.7      44.6       19          26
##  [5,]            3     6    3      23.7  30.0      36.2       22          30
##  [6,]            4    24    3      14.2  15.7      17.3       22          31
##  [7,]            4    54    2      19.9  20.8      21.7       19          28
##  [8,]            4    74    2      22.6  23.7      24.9       16          25
##  [9,]            4    73    3      26.3  26.3      26.3       19          27
## [10,]            5    35    2      33.0  34.7      36.3       16          25
## [11,]            5    79    3      37.5  40.1      42.7       16          25
## [12,]            6    22    1       8.5  13.4      18.3       25          36
## [13,]            6    30    1      11.4  11.4      11.4       25          34
## [14,]            6    17    5      13.4  15.1      16.8       19          28
## [15,]            6    58    3      13.4  15.9      18.4       21          29
## [16,]            6    59    6      14.7  16.3      18.0       18          23
## [17,]            6    15    6      14.7  16.6      18.6       15          20
## [18,]            6    20    2      18.0  18.8      19.6       17          26
## [19,]            6    31    5      34.6  38.0      41.5       17          25
## [20,]            7    27    2      18.4  18.4      18.4       20          28
## [21,]            8    52    1      14.5  15.8      17.1       23          28
## [22,]            8    48    2      29.5  29.5      29.5       20          26
## [23,]            9    26    4       7.9   9.2      10.6       29          33
## [24,]            9    80    4       8.4  11.3      14.2       23          29
## [25,]            9    83    1      11.9  13.3      14.7       22          27
## [26,]            9    21    6      13.6  19.0      24.4       17          21
## [27,]            9    37    3      14.8  15.6      16.4       21          27
## [28,]            9    84    5      18.5  25.8      33.1       18          24
## [29,]           10    86    4       7.9  12.2      16.5       29          33
## [30,]           10    93    2      17.5  19.3      21.2       20          28
## [31,]           11    44    4       6.9   7.4       7.9       31          33
## [32,]           11    41    4       8.4  10.1      11.9       23          30
## [33,]           11    90    1      10.4  11.3      12.2       22          27
## [34,]           11    64    5      10.8  15.9      21.0       22          29
## [35,]           11    68    5      12.8  14.0      15.2       24          30
## [36,]           11    13    6      14.5  19.9      25.3       15          20
## [37,]           11    89    3      15.6  20.2      24.8       21          30
## [38,]           11    33    2      20.1  20.9      21.7       18          26
## [39,]           12    62    4       6.7   8.4      10.0       46          50
## [40,]           12    85    5      11.5  12.5      13.5       30          36
## [41,]           13    66    5      17.0  19.8      22.7       24          31
## [42,]           13    25    4       8.4  12.1      15.8       42          46
## [43,]           13    11    1      13.8  17.5      21.2       24          31
## [44,]           14    43    4       6.8   8.0       9.2       29          33
## [45,]           14    40    4       9.0  10.0      11.0       22          29
## [46,]           14    77    5       9.1  10.0      11.0       26          34
## [47,]           14    82    3      12.4  13.9      15.3       20          27
## [48,]           15    70    3      45.4  47.9      50.4       17          22
## [49,]           16    38    3      27.5  28.0      28.4       18          24
## [50,]           16    75    3      34.7  35.2      35.6       18          23
## [51,]           17    28    3      33.3  34.3      35.3       17          26
## [52,]           17    92    2      34.4  36.1      37.8       18          26
## [53,]           18     5    4       7.4   8.3       9.1       29          37
## [54,]           18    69    4      10.9  11.6      12.3       28          36
## [55,]           18     7    1      14.3  16.5      18.7       26          34
## [56,]           18    60    6      16.6  19.1      21.7       18          24
## [57,]           18    72    5      32.5  32.5      32.5       17          25
## [58,]           19     2    1      29.0  31.9      34.9       20          29
## [59,]           19     4    3      43.8  61.9      80.0       19          25
## [60,]           20    19    5      13.3  14.1      15.0       23          26
## [61,]           20    32    3      14.9  14.9      14.9       19          26
## [62,]           21    63    4       7.7  10.3      12.9       29          33
## [63,]           21    36    3      22.4  26.1      29.9       18          24
## [64,]           22    78    4       8.7  11.8      14.9       29          33
## [65,]           22    14    1      13.0  15.7      18.3       24          30
## [66,]           22    71    6      16.7  19.1      21.5       17          23
## [67,]           22    61    3      21.0  21.5      22.0       21          26
## [68,]           23    12    1      13.0  13.5      14.0       24          31
## [69,]           23    34    3      14.2  16.3      18.4       23          31
## [70,]           23    81    6      19.5  19.5      19.5       18          23
## [71,]           23    39    2      19.5  20.7      21.9       19          28
## [72,]           24    51    5      11.4  14.4      17.4       23          30
## [73,]           25    53    4       8.2   9.0       9.9       31          41
## [74,]           25    87    1       9.4  11.1      12.8       23          31
## [75,]           25    45    5      14.0  17.7      21.4       19          28
## [76,]           25    47    3      15.4  18.5      21.6       19          27
## [77,]           25    16    2      19.4  24.4      29.4       19          28
## [78,]           26    10    1      20.3  28.7      37.1       20          26
## [79,]           27    76    4       9.2  11.1      12.9       28          38
## [80,]           28    50    4       7.3   8.4       9.5       33          37
## [81,]           28    57    4      10.5  10.9      11.3       25          30
## [82,]           28    55    1      16.3  19.5      22.7       23          30
## [83,]           29    88    4       7.3   8.6      10.0       39          43
## [84,]           30    91    4       7.8   9.8      11.8       32          37
## [85,]           30    23    5      14.2  18.4      22.6       25          32
## [86,]           30    18    3      15.2  18.2      21.2       22          29
## [87,]           30    67    6      18.9  22.7      26.6       18          22
## [88,]           31    46    4       8.7   9.1       9.5       25          33
## [89,]           31    42    6      16.6  19.7      22.7       17          21
## [90,]           31    65    1      17.6  20.0      22.4       21          30
## [91,]           31    29    5      22.9  23.3      23.7       18          25
## [92,]           32     3    1      21.8  22.7      23.5       21          28
## [93,]           32     8    3      24.8  26.7      28.5       20          28
##       AirBags DriveTrain Cylinders EngineSize Horsepower  RPM Rev.per.mile
##  [1,]       3          2         2        1.8        140 6300         2890
##  [2,]       1          2         4        3.2        200 5500         2335
##  [3,]       2          2         4        2.8        172 5500         2280
##  [4,]       1          2         4        2.8        172 5500         2535
##  [5,]       2          3         2        3.5        208 5700         2545
##  [6,]       2          2         2        2.2        110 5200         2565
##  [7,]       2          2         4        3.8        170 4800         1570
##  [8,]       2          3         4        5.7        180 4000         1320
##  [9,]       2          2         4        3.8        170 4800         1690
## [10,]       2          2         5        4.9        200 4100         1510
## [11,]       1          2         5        4.6        295 6000         1985
## [12,]       3          2         2        2.2        110 5200         2380
## [13,]       2          2         2        2.2        110 5200         2665
## [14,]       1          3         4        3.4        160 4600         1805
## [15,]       3          2         2        2.2        110 5200         2595
## [16,]       3          2         4        3.8        170 4800         1690
## [17,]       3          1         4        4.3        165 4000         1790
## [18,]       2          3         5        5.0        170 4200         1350
## [19,]       2          3         5        5.7        300 5000         1450
## [20,]       1          2         4        3.3        153 5300         1990
## [21,]       1          2         2        3.0        141 5000         2090
## [22,]       2          2         4        3.3        147 4800         1785
## [23,]       3          2         2        1.5         92 6000         3285
## [24,]       2          2         2        2.2         93 4800         2595
## [25,]       2          2         2        2.5        100 4800         2535
## [26,]       2          1         4        3.0        142 5000         1970
## [27,]       2          2         2        2.5        100 4800         2465
## [28,]       2          1         4        3.0        300 6000         2120
## [29,]       3          2         2        1.5         92 6000         2505
## [30,]       1          2         4        3.5        214 5800         1980
## [31,]       3          2         2        1.3         63 5000         3150
## [32,]       3          2         2        1.8        127 6500         2410
## [33,]       3          2         2        2.3         96 4200         2805
## [34,]       2          3         2        2.3        105 4600         2285
## [35,]       2          2         2        2.0        115 5500         2340
## [36,]       2          1         4        3.0        145 4800         2080
## [37,]       2          2         4        3.0        140 4800         1885
## [38,]       2          3         5        4.6        190 4200         1415
## [39,]       3          2         1        1.0         55 5700         3755
## [40,]       2          2         2        1.6         90 5400         3250
## [41,]       1          2         2        2.3        160 5800         2855
## [42,]       2          2         2        1.5        102 5900         2650
## [43,]       1          2         2        2.2        140 5600         2610
## [44,]       3          2         2        1.5         81 5500         2710
## [45,]       3          2         2        1.8        124 6000         2745
## [46,]       3          2         2        1.5         92 5550         2540
## [47,]       3          2         2        2.0        128 6000         2335
## [48,]       2          3         5        4.5        278 6000         1955
## [49,]       2          2         4        3.0        185 5200         2325
## [50,]       1          3         4        3.0        225 6000         2510
## [51,]       1          2         4        3.8        160 4400         1835
## [52,]       1          3         5        4.6        210 4600         1840
## [53,]       3          2         2        1.6         82 5000         2370
## [54,]       3          2         2        1.8        103 5500         2220
## [55,]       2          2         2        2.5        164 5600         2505
## [56,]       3          1         4        3.0        155 5000         2240
## [57,]       2          3         6        1.3        255 6500         2325
## [58,]       2          3         2        2.3        130 5100         2425
## [59,]       1          3         4        3.2        217 5500         2220
## [60,]       2          2         2        1.6        100 5750         2475
## [61,]       3          3         4        3.8        140 3800         1730
## [62,]       3          2         2        1.5         92 6000         2505
## [63,]       2          2         4        3.0        202 6000         2210
## [64,]       2          2         2        1.6        110 6000         2435
## [65,]       2          2         2        2.4        150 5600         2130
## [66,]       3          2         4        3.0        151 4800         2065
## [67,]       2          2         4        3.0        160 5200         2045
## [68,]       3          2         2        2.3        155 6000         2380
## [69,]       2          2         2        2.2        110 5200         2565
## [70,]       3          2         4        3.8        170 4800         1690
## [71,]       2          2         4        3.8        170 4800         1570
## [72,]       3          1         2        1.8         92 5000         2360
## [73,]       3          2         2        1.6         74 5600         3130
## [74,]       3          2         2        2.0        110 5200         2665
## [75,]       1          3         4        3.4        160 4600         1805
## [76,]       3          2         4        3.4        200 5000         1890
## [77,]       1          2         4        3.8        170 4800         1565
## [78,]       2          2         2        2.1        140 6000         2910
## [79,]       2          2         2        1.9         85 5000         2145
## [80,]       3          1         1        1.2         73 5600         2875
## [81,]       3          1         2        1.8         90 5200         3375
## [82,]       2          1         2        2.2        130 5600         2330
## [83,]       3          2         1        1.3         70 6000         3360
## [84,]       2          2         2        1.5         82 5200         3505
## [85,]       2          2         2        2.2        135 5400         2405
## [86,]       2          2         2        2.2        130 5400         2340
## [87,]       2          1         2        2.4        138 5000         2515
## [88,]       3          2         2        1.8         81 5500         2550
## [89,]       3          2         3        2.5        109 4500         2915
## [90,]       3          2         2        2.0        134 5800         2685
## [91,]       3          2         4        2.8        178 5800         2385
## [92,]       2          3         2        2.3        114 5400         2215
## [93,]       1          2         3        2.4        168 6200         2310
##       Man.trans.avail Fuel.tank.capacity Passengers Length Wheelbase Width
##  [1,]               2               13.2          5    177       102    68
##  [2,]               2               18.0          5    195       115    71
##  [3,]               2               16.9          5    180       102    67
##  [4,]               2               21.1          6    193       106    70
##  [5,]               2               21.1          4    186       109    69
##  [6,]               1               16.4          6    189       105    69
##  [7,]               1               18.0          6    200       111    74
##  [8,]               1               23.0          6    216       116    78
##  [9,]               1               18.8          5    198       108    73
## [10,]               1               18.0          6    206       114    73
## [11,]               1               20.0          5    204       111    74
## [12,]               2               15.2          5    182       101    66
## [13,]               2               15.6          5    184       103    68
## [14,]               2               15.5          4    193       101    74
## [15,]               1               16.5          6    198       108    71
## [16,]               1               20.0          7    178       110    74
## [17,]               1               27.0          8    194       111    78
## [18,]               1               23.0          6    214       116    77
## [19,]               2               20.0          2    179        96    74
## [20,]               1               18.0          6    203       113    74
## [21,]               1               16.0          6    183       104    68
## [22,]               1               16.0          6    203       110    69
## [23,]               2               13.2          5    174        98    66
## [24,]               2               14.0          5    172        97    67
## [25,]               2               16.0          6    181       104    68
## [26,]               1               20.0          7    175       112    72
## [27,]               1               16.0          6    192       105    69
## [28,]               2               19.8          4    180        97    72
## [29,]               2               13.2          5    174        98    66
## [30,]               1               18.0          6    202       113    74
## [31,]               2               10.0          4    141        90    63
## [32,]               2               13.2          5    171        98    67
## [33,]               2               15.9          5    177       100    68
## [34,]               2               15.4          4    180       101    68
## [35,]               2               15.5          4    179       103    70
## [36,]               2               21.0          7    176       119    72
## [37,]               1               16.0          5    192       106    71
## [38,]               1               20.0          6    212       114    78
## [39,]               2               10.6          4    151        93    63
## [40,]               2               12.4          4    164        97    67
## [41,]               2               15.9          4    175       100    70
## [42,]               2               11.9          4    173       103    67
## [43,]               2               17.0          4    185       107    67
## [44,]               2               11.9          5    168        94    63
## [45,]               2               13.7          5    172        98    66
## [46,]               2               11.9          4    166        94    64
## [47,]               2               17.2          5    184       104    69
## [48,]               1               22.5          5    200       113    72
## [49,]               2               18.5          5    188       103    70
## [50,]               2               20.6          4    191       106    71
## [51,]               1               18.4          6    205       109    73
## [52,]               1               20.0          6    219       117    77
## [53,]               2               13.2          4    164        97    66
## [54,]               2               14.5          5    172        98    66
## [55,]               2               15.5          5    184       103    69
## [56,]               1               19.6          7    190       110    72
## [57,]               2               20.0          2    169        96    69
## [58,]               2               14.5          5    175       105    67
## [59,]               1               18.5          5    187       110    69
## [60,]               2               11.1          4    166        95    65
## [61,]               1               18.0          5    199       113    73
## [62,]               2               13.2          5    172        98    67
## [63,]               1               19.0          5    190       107    70
## [64,]               2               13.2          5    170        96    66
## [65,]               2               15.9          5    181       103    67
## [66,]               1               20.0          7    190       112    74
## [67,]               1               18.5          5    188       104    69
## [68,]               1               15.2          5    188       103    67
## [69,]               1               16.5          5    190       105    70
## [70,]               1               20.0          7    194       110    74
## [71,]               1               18.0          6    201       111    74
## [72,]               2               15.9          4    173        97    67
## [73,]               2               13.2          4    177        99    66
## [74,]               2               15.2          5    181       101    66
## [75,]               2               15.5          4    196       101    75
## [76,]               2               16.5          5    195       108    72
## [77,]               1               18.0          6    177       111    74
## [78,]               2               18.0          5    184        99    67
## [79,]               2               12.8          5    176       102    68
## [80,]               2                9.2          4    146        90    60
## [81,]               2               15.9          5    175        97    65
## [82,]               2               15.9          5    179       102    67
## [83,]               2               10.6          4    161        93    63
## [84,]               2               11.9          5    162        94    65
## [85,]               2               15.9          4    174        99    69
## [86,]               2               18.5          5    188       103    70
## [87,]               2               19.8          7    187       113    71
## [88,]               2               12.4          4    163        93    63
## [89,]               2               21.1          7    187       115    72
## [90,]               2               18.5          5    180       103    67
## [91,]               2               18.5          4    159        97    66
## [92,]               2               15.8          5    190       104    67
## [93,]               2               19.3          5    184       105    69
##       Turn.circle Rear.seat.room Luggage.room Weight Origin Make
##  [1,]          37           26.5           11   2705      2    1
##  [2,]          38           30.0           15   3560      2    2
##  [3,]          37           28.0           14   3375      2    4
##  [4,]          37           31.0           17   3405      2    3
##  [5,]          39           27.0           13   3640      2    5
##  [6,]          41           28.0           16   2880      1    6
##  [7,]          42           30.5           17   3470      1    7
##  [8,]          45           30.5           21   4105      1    9
##  [9,]          41           26.5           14   3495      1    8
## [10,]          43           35.0           18   3620      1   10
## [11,]          44           31.0           14   3935      1   11
## [12,]          38           25.0           13   2490      1   15
## [13,]          39           26.0           14   2785      1   16
## [14,]          43           25.0           13   3240      1   13
## [15,]          40           28.5           16   3195      1   18
## [16,]          44           30.5           NA   3715      1   19
## [17,]          42           33.5           NA   4025      1   12
## [18,]          42           29.5           20   3910      1   14
## [19,]          43             NA           NA   3380      1   17
## [20,]          40           31.0           15   3515      1   20
## [21,]          41           30.5           14   3085      1   22
## [22,]          44           36.0           17   3570      1   21
## [23,]          32           26.5           11   2270      1   24
## [24,]          38           26.5           13   2670      1   26
## [25,]          39           30.5           14   2970      1   27
## [26,]          42           26.5           NA   3705      1   23
## [27,]          42           30.5           16   3080      1   25
## [28,]          40           20.0           11   3805      1   28
## [29,]          36           26.5           11   2295      1   29
## [30,]          40           30.0           15   3490      1   30
## [31,]          33           26.0           12   1845      1   34
## [32,]          36           28.0           12   2530      1   33
## [33,]          39           27.5           13   2690      1   38
## [34,]          40           24.0           12   2850      1   35
## [35,]          38           23.0           18   2710      1   36
## [36,]          45           30.0           NA   3735      1   31
## [37,]          40           27.5           18   3325      1   37
## [38,]          43           30.0           21   3950      1   32
## [39,]          34           27.5           10   1695      2   39
## [40,]          37           24.5           11   2475      2   40
## [41,]          39           23.5            8   2865      2   43
## [42,]          36           28.0           12   2350      2   42
## [43,]          41           28.0           14   3040      2   41
## [44,]          35           26.0           11   2345      2   45
## [45,]          36           28.0           12   2620      2   44
## [46,]          34           23.5            9   2285      2   46
## [47,]          41           31.0           14   2885      2   47
## [48,]          42           29.0           15   4000      2   48
## [49,]          40           27.5           14   3510      2   49
## [50,]          39           25.0            9   3515      2   50
## [51,]          42           30.0           19   3695      1   51
## [52,]          45           31.5           22   4055      1   52
## [53,]          34           27.0           16   2325      2   53
## [54,]          36           26.5           13   2440      2   56
## [55,]          40           29.5           14   2970      2   54
## [56,]          39           27.5           NA   3735      2   55
## [57,]          37             NA           NA   2895      2   57
## [58,]          34           26.0           12   2920      2   58
## [59,]          37           27.0           15   3525      2   59
## [60,]          36           19.0            6   2450      1   60
## [61,]          38           28.0           15   3610      1   61
## [62,]          36           26.0           11   2295      2   63
## [63,]          43           27.5           14   3730      2   62
## [64,]          33           26.0           12   2545      2   67
## [65,]          40           28.5           14   3050      2   64
## [66,]          41           27.0           NA   4100      2   66
## [67,]          41           28.5           14   3200      2   65
## [68,]          39           28.0           14   2910      1   68
## [69,]          42           28.0           16   2890      1   69
## [70,]          44           30.5           NA   3715      1   71
## [71,]          42           31.5           17   3470      1   70
## [72,]          39           24.5            8   2640      1   72
## [73,]          35           25.5           17   2350      1   76
## [74,]          39           25.0           13   2575      1   77
## [75,]          43           25.0           13   3240      1   74
## [76,]          41           28.5           16   3450      1   75
## [77,]          43           30.5           18   3495      1   73
## [78,]          37           26.5           14   2775      2   78
## [79,]          40           26.5           12   2495      1   79
## [80,]          32           23.5           10   2045      2   80
## [81,]          35           27.5           15   2490      2   82
## [82,]          37           27.0           14   3085      2   81
## [83,]          34           27.5           10   1965      2   83
## [84,]          36           24.0           11   2055      2   87
## [85,]          39           23.0           13   2950      2   85
## [86,]          38           28.5           15   3030      2   84
## [87,]          41           35.0           NA   3785      2   86
## [88,]          34           26.0           10   2240      2   90
## [89,]          38           34.0           NA   3960      2   89
## [90,]          35           31.5           14   2985      2   91
## [91,]          36           26.0           15   2810      2   88
## [92,]          37           29.5           14   2985      2   92
## [93,]          38           30.0           15   3245      2   93
summary(Cars93)
##     Manufacturer     Model         Type      Min.Price         Price      
##  Chevrolet: 8    100    : 1   Compact:16   Min.   : 6.70   Min.   : 7.40  
##  Ford     : 8    190E   : 1   Large  :11   1st Qu.:10.80   1st Qu.:12.20  
##  Dodge    : 6    240    : 1   Midsize:22   Median :14.70   Median :17.70  
##  Mazda    : 5    300E   : 1   Small  :21   Mean   :17.13   Mean   :19.51  
##  Pontiac  : 5    323    : 1   Sporty :14   3rd Qu.:20.30   3rd Qu.:23.30  
##  Buick    : 4    535i   : 1   Van    : 9   Max.   :45.40   Max.   :61.90  
##  (Other)  :57    (Other):87                                               
##    Max.Price       MPG.city      MPG.highway                  AirBags  
##  Min.   : 7.9   Min.   :15.00   Min.   :20.00   Driver & Passenger:16  
##  1st Qu.:14.7   1st Qu.:18.00   1st Qu.:26.00   Driver only       :43  
##  Median :19.6   Median :21.00   Median :28.00   None              :34  
##  Mean   :21.9   Mean   :22.37   Mean   :29.09                          
##  3rd Qu.:25.3   3rd Qu.:25.00   3rd Qu.:31.00                          
##  Max.   :80.0   Max.   :46.00   Max.   :50.00                          
##                                                                        
##  DriveTrain  Cylinders    EngineSize      Horsepower         RPM      
##  4WD  :10   3     : 3   Min.   :1.000   Min.   : 55.0   Min.   :3800  
##  Front:67   4     :49   1st Qu.:1.800   1st Qu.:103.0   1st Qu.:4800  
##  Rear :16   5     : 2   Median :2.400   Median :140.0   Median :5200  
##             6     :31   Mean   :2.668   Mean   :143.8   Mean   :5281  
##             8     : 7   3rd Qu.:3.300   3rd Qu.:170.0   3rd Qu.:5750  
##             rotary: 1   Max.   :5.700   Max.   :300.0   Max.   :6500  
##                                                                       
##   Rev.per.mile  Man.trans.avail Fuel.tank.capacity   Passengers   
##  Min.   :1320   No :32          Min.   : 9.20      Min.   :2.000  
##  1st Qu.:1985   Yes:61          1st Qu.:14.50      1st Qu.:4.000  
##  Median :2340                   Median :16.40      Median :5.000  
##  Mean   :2332                   Mean   :16.66      Mean   :5.086  
##  3rd Qu.:2565                   3rd Qu.:18.80      3rd Qu.:6.000  
##  Max.   :3755                   Max.   :27.00      Max.   :8.000  
##                                                                   
##      Length        Wheelbase         Width        Turn.circle   
##  Min.   :141.0   Min.   : 90.0   Min.   :60.00   Min.   :32.00  
##  1st Qu.:174.0   1st Qu.: 98.0   1st Qu.:67.00   1st Qu.:37.00  
##  Median :183.0   Median :103.0   Median :69.00   Median :39.00  
##  Mean   :183.2   Mean   :103.9   Mean   :69.38   Mean   :38.96  
##  3rd Qu.:192.0   3rd Qu.:110.0   3rd Qu.:72.00   3rd Qu.:41.00  
##  Max.   :219.0   Max.   :119.0   Max.   :78.00   Max.   :45.00  
##                                                                 
##  Rear.seat.room   Luggage.room       Weight         Origin              Make   
##  Min.   :19.00   Min.   : 6.00   Min.   :1695   USA    :48   Acura Integra: 1  
##  1st Qu.:26.00   1st Qu.:12.00   1st Qu.:2620   non-USA:45   Acura Legend : 1  
##  Median :27.50   Median :14.00   Median :3040                Audi 100     : 1  
##  Mean   :27.83   Mean   :13.89   Mean   :3073                Audi 90      : 1  
##  3rd Qu.:30.00   3rd Qu.:15.00   3rd Qu.:3525                BMW 535i     : 1  
##  Max.   :36.00   Max.   :22.00   Max.   :4105                Buick Century: 1  
##  NA's   :2       NA's   :11                                  (Other)      :87