0.1 Todas las Variables Nominales

Una parte importante del trabajo consiste en entender el tipo de variables con las que estamos trabajando. Las variables nominales son aquellas que representan categorías sin un orden específico. No son numéricas ni tienen un valor cuantitativo por sí mismas, pero ayudan a describir características clave de los vehículos, como la marca, el tipo de transmisión o el país de origen. Aunque no se pueden usar directamente en cálculos matemáticos, estas variables aportan información útil al modelo y deben transformarse adecuadamente (por ejemplo, mediante codificación) para que el algoritmo pueda interpretarlas.

Cargamos los datos:

#Cargar los datos
setwd("C:/Users/Usuario/Documents/Trabajo Estadistica/PROYECTO/")
datos<-read.csv("database.csv",header = TRUE, sep = ",", dec = ".")
str(datos)
## 'data.frame':    38113 obs. of  81 variables:
##  $ Vehicle.ID                         : int  26587 27705 26561 27681 27550 28426 27549 28425 27593 28455 ...
##  $ Year                               : int  1984 1984 1984 1984 1984 1984 1984 1984 1984 1984 ...
##  $ Make                               : chr  "Alfa Romeo" "Alfa Romeo" "Alfa Romeo" "Alfa Romeo" ...
##  $ Model                              : chr  "GT V6 2.5" "GT V6 2.5" "Spider Veloce 2000" "Spider Veloce 2000" ...
##  $ Class                              : chr  "Minicompact Cars" "Minicompact Cars" "Two Seaters" "Two Seaters" ...
##  $ Drive                              : chr  "" "" "" "" ...
##  $ Transmission                       : chr  "Manual 5-Speed" "Manual 5-Speed" "Manual 5-Speed" "Manual 5-Speed" ...
##  $ Transmission.Descriptor            : chr  "" "" "" "" ...
##  $ Engine.Index                       : int  9001 9005 9002 9006 1830 1880 1831 1881 1524 1574 ...
##  $ Engine.Descriptor                  : chr  "(FFS)" "(FFS) CA model" "(FFS)" "(FFS) CA model" ...
##  $ Engine.Cylinders                   : int  6 6 4 4 4 4 6 6 6 6 ...
##  $ Engine.Displacement                : num  2.5 2.5 2 2 2.5 2.5 4.2 4.2 4.2 4.2 ...
##  $ Turbocharger                       : logi  NA NA NA NA NA NA ...
##  $ Supercharger                       : chr  "" "" "" "" ...
##  $ Fuel.Type                          : chr  "Regular" "Regular" "Regular" "Regular" ...
##  $ Fuel.Type.1                        : chr  "Regular Gasoline" "Regular Gasoline" "Regular Gasoline" "Regular Gasoline" ...
##  $ Fuel.Type.2                        : chr  "" "" "" "" ...
##  $ City.MPG..FT1.                     : int  17 17 18 18 18 18 13 13 15 15 ...
##  $ Unrounded.City.MPG..FT1.           : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ City.MPG..FT2.                     : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Unrounded.City.MPG..FT2.           : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ City.Gasoline.Consumption..CD.     : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ City.Electricity.Consumption       : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ City.Utility.Factor                : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ Highway.MPG..FT1.                  : int  24 24 25 25 17 17 13 13 20 19 ...
##  $ Unrounded.Highway.MPG..FT1.        : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ Highway.MPG..FT2.                  : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Unrounded.Highway.MPG..FT2.        : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ Highway.Gasoline.Consumption..CD.  : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ Highway.Electricity.Consumption    : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ Highway.Utility.Factor             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ Unadjusted.City.MPG..FT1.          : num  21 21 23 23 22 22 16 16 19 19 ...
##  $ Unadjusted.Highway.MPG..FT1.       : num  34 34 35 35 24 24 18 18 27 26 ...
##  $ Unadjusted.City.MPG..FT2.          : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ Unadjusted.Highway.MPG..FT2.       : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ Combined.MPG..FT1.                 : int  20 20 21 21 17 17 13 13 17 17 ...
##  $ Unrounded.Combined.MPG..FT1.       : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ Combined.MPG..FT2.                 : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Unrounded.Combined.MPG..FT2.       : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ Combined.Electricity.Consumption   : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ Combined.Gasoline.Consumption..CD. : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ Combined.Utility.Factor            : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ Annual.Fuel.Cost..FT1.             : int  1750 1750 1650 1650 2050 2050 2700 2700 2050 2050 ...
##  $ Annual.Fuel.Cost..FT2.             : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Gas.Guzzler.Tax                    : chr  "" "" "" "" ...
##  $ Save.or.Spend..5.Year.             : int  -2000 -2000 -1500 -1500 -3500 -3500 -6750 -6750 -3500 -3500 ...
##  $ Annual.Consumption.in.Barrels..FT1.: num  16.5 16.5 15.7 15.7 19.4 ...
##  $ Annual.Consumption.in.Barrels..FT2.: num  0 0 0 0 0 0 0 0 0 0 ...
##  $ Tailpipe.CO2..FT1.                 : int  -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 ...
##  $ Tailpipe.CO2.in.Grams.Mile..FT1.   : num  444 444 423 423 523 ...
##  $ Tailpipe.CO2..FT2.                 : int  -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 ...
##  $ Tailpipe.CO2.in.Grams.Mile..FT2.   : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ Fuel.Economy.Score                 : int  -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 ...
##  $ GHG.Score                          : int  -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 ...
##  $ GHG.Score..Alt.Fuel.               : int  -1 -1 -1 -1 -1 -1 -1 -1 -1 -1 ...
##  $ My.MPG.Data                        : chr  "N" "N" "N" "N" ...
##  $ X2D.Passenger.Volume               : int  74 74 0 0 0 0 0 0 0 0 ...
##  $ X2D.Luggage.Volume                 : int  7 7 0 0 0 0 0 0 0 0 ...
##  $ X4D.Passenger.Volume               : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ X4D.Luggage.Volume                 : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Hatchback.Passenger.Volume         : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Hatchback.Luggage.Volume           : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Start.Stop.Technology              : chr  "" "" "" "" ...
##  $ Alternative.Fuel.Technology        : chr  "" "" "" "" ...
##  $ Electric.Motor                     : chr  "" "" "" "" ...
##  $ Manufacturer.Code                  : chr  "" "" "" "" ...
##  $ Gasoline.Electricity.Blended..CD.  : chr  "False" "False" "False" "False" ...
##  $ Vehicle.Charger                    : chr  "" "" "" "" ...
##  $ Alternate.Charger                  : chr  "" "" "" "" ...
##  $ Hours.to.Charge..120V.             : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Hours.to.Charge..240V.             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ Hours.to.Charge..AC.240V.          : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ Composite.City.MPG                 : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Composite.Highway.MPG              : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Composite.Combined.MPG             : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ Range..FT1.                        : int  0 0 0 0 0 0 0 0 0 0 ...
##  $ City.Range..FT1.                   : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ Highway.Range..FT1.                : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ Range..FT2.                        : chr  "" "" "" "" ...
##  $ City.Range..FT2.                   : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ Highway.Range..FT2.                : num  0 0 0 0 0 0 0 0 0 0 ...

Empezamos el desarrollo para cada variable nominal:

1 Make

Tabla de distribución de frecuencias

Marcas <- datos$Make 
TDFmarcas <- table(Marcas)
Tabla <- as.data.frame(TDFmarcas)     # Frecuencia Absoluta
colnames(Tabla)[colnames(Tabla) == "Freq"] <- "ni"
fo_norm <- Tabla$ni/sum(Tabla$ni)        # Frecuencia Relativa
fo<- fo_norm*100
sum(fo)
## [1] 100
Tabla <- data.frame(Tabla, fo)
total_ni <- sum(Tabla$ni)          # Agregar fila de totales
total_fo <- sum(Tabla$fo)
fila_total <- data.frame(Marcas = "Total", ni = total_ni, fo = total_fo)
Tabla <- rbind(Tabla, fila_total)
Tabla
##                                 Marcas    ni           fo
## 1                                Acura   302 7.923806e-01
## 2                           Alfa Romeo    49 1.285651e-01
## 3                           AM General     6 1.574266e-02
## 4          American Motors Corporation    27 7.084197e-02
## 5                     ASC Incorporated     1 2.623777e-03
## 6                         Aston Martin   142 3.725763e-01
## 7                                 Audi   901 2.364023e+00
## 8                      Aurora Cars Ltd     1 2.623777e-03
## 9                    Autokraft Limited     4 1.049511e-02
## 10            Avanti Motor Corporation     2 5.247553e-03
## 11                      Azure Dynamics     2 5.247553e-03
## 12                             Bentley   117 3.069819e-01
## 13                             Bertone     7 1.836644e-02
## 14       Bill Dovell Motor Car Company     4 1.049511e-02
## 15              Bitter Gmbh and Co. Kg     5 1.311888e-02
## 16                                 BMW  1712 4.491906e+00
## 17                          BMW Alpina     3 7.871330e-03
## 18                             Bugatti     8 2.099021e-02
## 19                               Buick   630 1.652979e+00
## 20                                 BYD     4 1.049511e-02
## 21                            Cadillac   528 1.385354e+00
## 22                     CCC Engineering     2 5.247553e-03
## 23                           Chevrolet  3810 9.996589e+00
## 24                            Chrysler   710 1.862881e+00
## 25                     CODA Automotive     2 5.247553e-03
## 26            Consulier Industries Inc     3 7.871330e-03
## 27                       CX Automotive    17 4.460420e-02
## 28          Dabryan Coach Builders Inc     9 2.361399e-02
## 29                               Dacia     3 7.871330e-03
## 30                              Daewoo    67 1.757930e-01
## 31                            Daihatsu    17 4.460420e-02
## 32                               Dodge  2531 6.640779e+00
## 33                  E. P. Dutton, Inc.     1 2.623777e-03
## 34                               Eagle   161 4.224280e-01
## 35    Environmental Rsch and Devp Corp     1 2.623777e-03
## 36                   Evans Automobiles     3 7.871330e-03
## 37                     Excalibur Autos     1 2.623777e-03
## 38                       Federal Coach    14 3.673287e-02
## 39                             Ferrari   211 5.536169e-01
## 40                                Fiat    51 1.338126e-01
## 41                              Fisker     1 2.623777e-03
## 42                                Ford  3155 8.278015e+00
## 43                      General Motors     1 2.623777e-03
## 44                             Genesis     7 1.836644e-02
## 45                                 Geo   147 3.856952e-01
## 46                                 GMC  2398 6.291816e+00
## 47                            Goldacre     1 2.623777e-03
## 48           Grumman Allied Industries     1 2.623777e-03
## 49                       Grumman Olson     4 1.049511e-02
## 50                               Honda   905 2.374518e+00
## 51                              Hummer    19 4.985176e-02
## 52                             Hyundai   670 1.757930e+00
## 53       Import Foreign Auto Sales Inc     1 2.623777e-03
## 54               Import Trade Services    13 3.410910e-02
## 55                            Infiniti   362 9.498072e-01
## 56                    Isis Imports Ltd     1 2.623777e-03
## 57                               Isuzu   434 1.138719e+00
## 58                         J.K. Motors    36 9.445596e-02
## 59                              Jaguar   355 9.314407e-01
## 60                 JBA Motorcars, Inc.     1 2.623777e-03
## 61                                Jeep   851 2.232834e+00
## 62       Kenyon Corporation Of America     4 1.049511e-02
## 63                                 Kia   505 1.325007e+00
## 64              Laforza Automobile Inc     2 5.247553e-03
## 65              Lambda Control Systems     1 2.623777e-03
## 66                         Lamborghini   109 2.859917e-01
## 67                          Land Rover   152 3.988141e-01
## 68                               Lexus   421 1.104610e+00
## 69                             Lincoln   290 7.608952e-01
## 70                 London Coach Co Inc     1 2.623777e-03
## 71                         London Taxi     1 2.623777e-03
## 72                               Lotus    57 1.495553e-01
## 73                            Mahindra     1 2.623777e-03
## 74                            Maserati   115 3.017343e-01
## 75                             Maybach    31 8.133708e-02
## 76                               Mazda   959 2.516202e+00
## 77                       Mcevoy Motors     6 1.574266e-02
## 78                  McLaren Automotive    13 3.410910e-02
## 79                       Mercedes-Benz  1349 3.539475e+00
## 80                             Mercury   609 1.597880e+00
## 81                              Merkur    14 3.673287e-02
## 82                                MINI   327 8.579750e-01
## 83                          Mitsubishi  1029 2.699866e+00
## 84               Mobility Ventures LLC     2 5.247553e-03
## 85                              Morgan     3 7.871330e-03
## 86                              Nissan  1372 3.599822e+00
## 87                          Oldsmobile   462 1.212185e+00
## 88                              Pagani     2 5.247553e-03
## 89                               Panos     1 2.623777e-03
## 90              Panoz Auto-Development     1 2.623777e-03
## 91         Panther Car Company Limited     4 1.049511e-02
## 92                       PAS Inc - GMC     2 5.247553e-03
## 93                            PAS, Inc     2 5.247553e-03
## 94                             Peugeot    98 2.571301e-01
## 95                         Pininfarina     6 1.574266e-02
## 96                            Plymouth   526 1.380107e+00
## 97                             Pontiac   893 2.343033e+00
## 98                             Porsche   881 2.311547e+00
## 99                Quantum Technologies     2 5.247553e-03
## 100                              Qvale     1 2.623777e-03
## 101                                Ram    49 1.285651e-01
## 102                     Red Shift Ltd.     2 5.247553e-03
## 103                            Renault    56 1.469315e-01
## 104                        Rolls-Royce   173 4.539134e-01
## 105                  Roush Performance    55 1.443077e-01
## 106                Ruf Automobile Gmbh     3 7.871330e-03
## 107 S and S Coach Company  E.p. Dutton     1 2.623777e-03
## 108                               Saab   432 1.133472e+00
## 109                             Saleen     5 1.311888e-02
## 110                 Saleen Performance     5 1.311888e-02
## 111                             Saturn   278 7.294099e-01
## 112                              Scion    84 2.203972e-01
## 113                             Shelby     1 2.623777e-03
## 114                              smart    32 8.396085e-02
## 115                             Spyker    13 3.410910e-02
## 116                                SRT     2 5.247553e-03
## 117                           Sterling    12 3.148532e-02
## 118                             Subaru   836 2.193477e+00
## 119   Superior Coaches Div E.p. Dutton     1 2.623777e-03
## 120                             Suzuki   515 1.351245e+00
## 121                        Tecstar, LP     6 1.574266e-02
## 122                              Tesla    42 1.101986e-01
## 123                Texas Coach Company     4 1.049511e-02
## 124                             Toyota  1937 5.082255e+00
## 125                TVR Engineering Ltd     4 1.049511e-02
## 126                             Vector     4 1.049511e-02
## 127                Vixen Motor Company     1 2.623777e-03
## 128        Volga Associated Automobile     1 2.623777e-03
## 129                         Volkswagen  1069 2.804817e+00
## 130                              Volvo   759 1.991446e+00
## 131                                VPG     5 1.311888e-02
## 132              Wallace Environmental    32 8.396085e-02
## 133                               Yugo     8 2.099021e-02
## 134                              Total 38113 1.000000e+02

Gráficas:

#Ajustar márgenes
par(mar = c(8, 4, 3, 2))
#Frecuencia Absoluta
barplot(TDFmarcas,
        main = "Gráfica No.1: 
        Distribución de Marcas Vehículo",
        xlab = "",
        ylab = "Cantidad",
        col = "steelblue",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(TDFmarcas) * 1.2),
        border = "black")
mtext("Marcas de Vehiculo", side = 1, line = 5, cex = 1.1)
abline(h = pretty(range(TDFmarcas), n = 5), col = "gray85", lty = "dotted")

#Frecuencia Relativa
porcentajes <- TDFmarcas / sum(TDFmarcas) * 100
par(mar = c(8, 4, 3, 2)) 
barplot(porcentajes,
        main = "Gráfica No.2: 
        Distribución porcentual de Marcas Vehículo",
        xlab = "",
        ylab = "Porcentaje",
        col = "steelblue",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(porcentajes) * 1.2),
        border = "black")
mtext("Marcas de Vehículo", side = 1, line = 5, cex = 1.1)
abline(h = pretty(range(porcentajes), n = 5), col = "gray85", lty = "dotted")

Se crea un vector de probabilidades (frecuencia relativa):

P_Make <- Tabla$ni / sum(Tabla$ni)
# Eliminar la fila "Total" si está presente
P_Make <- P_Make[Tabla$Marcas != "Total"]
nombres_marcas <- Tabla$Marcas[Tabla$Marcas != "Total"]
# Gráfico de barras: Distribución de probabilidad de Marcas
barplot(P_Make,
        main = "Gráfica Nº3: 
        Distribución de Probabilidad de Marcas",
        xlab = "Marca de Vehículo", ylab = "Probabilidad",
        col = "steelblue",
        names.arg = nombres_marcas,
        las = 3,
        cex.names = 0.8)

Calcular probabilidad (en porcentaje)

¿Cuál es la probabilidad de que un vehículo sea de la marca Toyota?

marca_objetivo <- "Toyota"
probabilidad_toyota <- round(
  (Tabla$ni[Tabla$Marcas == marca_objetivo] / sum(Tabla$ni[Tabla$Marcas != "Total"])) * 100,
  1
)

print(paste("La probabilidad es de:", probabilidad_toyota, "%"))
## [1] "La probabilidad es de: 5.1 %"

2 Model

Tabla de distribución de frecuencias

Modelos <- datos$Model 
TDFmodelos <- table(Modelos)
Tabla <- as.data.frame(TDFmodelos)     # Frecuencia Absoluta
colnames(Tabla)[colnames(Tabla) == "Freq"] <- "ni"
fo_norm <- Tabla$ni/sum(Tabla$ni)        # Frecuencia Relativa
fo<- fo_norm*100
sum(fo)
## [1] 100
Tabla <- data.frame(Tabla, fo)
total_ni <- sum(Tabla$ni)          # Agregar fila de totales
total_fo <- sum(Tabla$fo)
fila_total <- data.frame(Modelos = "Total", ni = total_ni, fo = total_fo)
Tabla <- rbind(Tabla, fila_total)
Tabla
##                                              Modelos    ni           fo
## 1                                    1-Ton Truck 2WD    16 4.198043e-02
## 2                                                100    12 3.148532e-02
## 3                                        100 quattro     9 2.361399e-02
## 4                                  100 quattro Wagon     3 7.871330e-03
## 5                                          100 Wagon     3 7.871330e-03
## 6                                               1000    21 5.509931e-02
## 7                                         124 Spider     2 5.247553e-03
## 8                                  128ci Convertible     8 2.099021e-02
## 9                                               128i    12 3.148532e-02
## 10                                  128i Convertible     4 1.049511e-02
## 11                                              135i    12 3.148532e-02
## 12                                  135i Convertible    12 3.148532e-02
## 13                                          1500 2WD    18 4.722798e-02
## 14                                          1500 4WD    18 4.722798e-02
## 15                                      1500 HFE 2WD     4 1.049511e-02
## 16                                               164    13 3.410910e-02
## 17                                               18i     4 1.049511e-02
## 18                                     18i 4DR Wagon     2 5.247553e-03
## 19                                    18i Sportwagon     2 5.247553e-03
## 20                                               190    10 2.623777e-02
## 21                               190 D 2.2/190 E 2.3    10 2.623777e-02
## 22                                          190D 2.5     4 1.049511e-02
## 23                                    190D 2.5 Turbo     1 2.623777e-03
## 24                                              190E     2 5.247553e-03
## 25                                          190E 2.3    10 2.623777e-02
## 26                                       190E 2.3-16     2 5.247553e-03
## 27                                190E 2.3 MERC BENZ     1 2.623777e-03
## 28                                          190E 2.6    13 3.410910e-02
## 29                                          1fas 410     1 2.623777e-03
## 30                                                 2    12 3.148532e-02
## 31                                       2.2CL/3.0CL     3 7.871330e-03
## 32                                       2.3CL/3.0CL     6 1.574266e-02
## 33                                             2.5TL     1 2.623777e-03
## 34                                       2.5TL/3.2TL     6 1.574266e-02
## 35                                               200    26 6.821819e-02
## 36                                           200 AWD     4 1.049511e-02
## 37                                   200 Convertible     9 2.361399e-02
## 38                                       200 quattro     2 5.247553e-03
## 39                                   200 quattro 20v     1 2.623777e-03
## 40                             200 quattro 20v Wagon     1 2.623777e-03
## 41                                 200 quattro Wagon     2 5.247553e-03
## 42                                      2000 Sunbird    11 2.886154e-02
## 43                          2000 Sunbird Convertible     8 2.099021e-02
## 44                                2000 Sunbird Wagon     6 1.574266e-02
## 45                                              200E     1 2.623777e-03
## 46                                             200SX    25 6.559442e-02
## 47                         20th Anniversary Trans Am     1 2.623777e-03
## 48                                             21 TD     1 2.623777e-03
## 49                                              222E     3 7.871330e-03
## 50                                               225     1 2.623777e-03
## 51                                               228     4 1.049511e-02
## 52                                              228i     6 1.574266e-02
## 53                                  228i Convertible     2 5.247553e-03
## 54                                       228i xDrive     2 5.247553e-03
## 55                           228i xDrive Convertible     2 5.247553e-03
## 56                                             230CE     1 2.623777e-03
## 57                                              230E     2 5.247553e-03
## 58                                    230E MERC BENZ     1 2.623777e-03
## 59                                  230i Convertible     1 2.623777e-03
## 60                                        230i Coupe     2 5.247553e-03
## 61                           230i xDrive Convertible     1 2.623777e-03
## 62                                 230i xDrive Coupe     1 2.623777e-03
## 63                                             230TE     1 2.623777e-03
## 64                                               240    12 3.148532e-02
## 65                                     240 DL/240 GL    10 2.623777e-02
## 66                               240 DL/240 GL Sedan     2 5.247553e-03
## 67                               240 DL/240 GL Wagon    12 3.148532e-02
## 68                                   240 DL/GL/turbo     5 1.311888e-02
## 69                                   240 DL/GL/Turbo    14 3.673287e-02
## 70                             240 DL/GL/turbo Wagon     5 1.311888e-02
## 71                             240 DL/GL/Turbo Wagon    14 3.673287e-02
## 72                                         240 Wagon    12 3.148532e-02
## 73                                             240SX    19 4.985176e-02
## 74                                               24E     1 2.623777e-03
## 75                                          2500 2WD     2 5.247553e-03
## 76                                              260E     5 1.311888e-02
## 77                                                 3    42 1.101986e-01
## 78                                          3 4-Door    19 4.985176e-02
## 79                                          3 5-Door    19 4.985176e-02
## 80                                       3 DI 4-Door     4 1.049511e-02
## 81                                       3 DI 5-Door     4 1.049511e-02
## 82                                  3 Door 4WD Turbo     1 2.623777e-03
## 83                                          3 Series    26 6.821819e-02
## 84                             3.2 Mondial/Cabriolet     3 7.871330e-03
## 85                                             3.2CL     4 1.049511e-02
## 86                                             3.2TL     5 1.311888e-02
## 87                                             3.5RL     9 2.361399e-02
## 88                                               300    25 6.559442e-02
## 89                                           300 AWD    23 6.034686e-02
## 90                                             300 M     6 1.574266e-02
## 91                                          300 SRT8     3 7.871330e-03
## 92                                         300/SRT-8    17 4.460420e-02
## 93                                           3000 GT    33 8.658463e-02
## 94                                    3000 GT Spyder     8 2.099021e-02
## 95                                          300C AWD     4 1.049511e-02
## 96                                        300C/SRT-8     5 1.311888e-02
## 97                                             300CE     6 1.574266e-02
## 98                                   300CE MERC BENZ     1 2.623777e-03
## 99                                              300D     1 2.623777e-03
## 100                                   300D 2.5 Turbo     4 1.049511e-02
## 101                                       300D/300CD     5 1.311888e-02
## 102                                             300E    12 3.148532e-02
## 103                                         300E 2.6     3 7.871330e-03
## 104                                         300E 2.8     1 2.623777e-03
## 105                                      300E 4Matic     4 1.049511e-02
## 106                                   300E MERC BENZ     1 2.623777e-03
## 107                                            300SD     4 1.049511e-02
## 108                                      300SD/380SE     5 1.311888e-02
## 109                                           300SDL     2 5.247553e-03
## 110                                            300SE     6 1.574266e-02
## 111                                           300SEL     8 2.099021e-02
## 112                                            300SL    11 2.886154e-02
## 113                                  300SL MERC BENZ     1 2.623777e-03
## 114                                            300TD     6 1.574266e-02
## 115                                            300TE     6 1.574266e-02
## 116                                     300TE 4Matic     4 1.049511e-02
## 117                                  300TE MERC BENZ     1 2.623777e-03
## 118                                            300ZX    60 1.574266e-01
## 119                                        300ZX 2x2    33 8.658463e-02
## 120                                              308     1 2.623777e-03
## 121                                             318i     1 2.623777e-03
## 122                                 318i Convertible    10 2.623777e-02
## 123                                       318i/318is    16 4.198043e-02
## 124                                       318i/318iS     1 2.623777e-03
## 125                                            318is     3 7.871330e-03
## 126                                318is Convertible     1 2.623777e-03
## 127                                            318ti    12 3.148532e-02
## 128                                             320i    10 2.623777e-02
## 129                                      320i xDrive     6 1.574266e-02
## 130                                              323    28 7.346575e-02
## 131                                  323 Protege 4x4     2 5.247553e-03
## 132                                        323 Wagon     6 1.574266e-02
## 133                                  323/323 Protege    14 3.673287e-02
## 134                                            323ci     2 5.247553e-03
## 135                                             323i     5 1.311888e-02
## 136                                 323i Convertible     6 1.574266e-02
## 137                                     323i Touring     2 5.247553e-03
## 138                                            323is     4 1.049511e-02
## 139                                            325ci    13 3.410910e-02
## 140                                325ci Convertible    13 3.410910e-02
## 141                                             325i    15 3.935665e-02
## 142                                 325i Convertible    13 3.410910e-02
## 143                                 325i Sport Wagon    11 2.886154e-02
## 144                                       325i/325is    12 3.148532e-02
## 145                                       325i/325iS     2 5.247553e-03
## 146                                            325ic     1 2.623777e-03
## 147                                            325is     1 2.623777e-03
## 148                                            325ix     6 1.574266e-02
## 149                                            325xi    12 3.148532e-02
## 150                                325xi Sport Wagon    12 3.148532e-02
## 151                                      328 GTS/GTB     4 1.049511e-02
## 152                                            328ci    12 3.148532e-02
## 153                                328ci Convertible    12 3.148532e-02
## 154                                     328ci xDrive     6 1.574266e-02
## 155                                           328cxi     4 1.049511e-02
## 156                                             328d     4 1.049511e-02
## 157                                      328d xDrive     4 1.049511e-02
## 158                         328d xDrive Sports Wagon     4 1.049511e-02
## 159                                             328i    25 6.559442e-02
## 160                                 328i Convertible     8 2.099021e-02
## 161                                       328i Coupe     4 1.049511e-02
## 162                                328i Coupe xDrive     4 1.049511e-02
## 163                                 328i Sport Wagon    10 2.623777e-02
## 164                          328i Sport Wagon xDrive     4 1.049511e-02
## 165                                328i Sports Wagon     2 5.247553e-03
## 166                                      328i xDrive    10 2.623777e-02
## 167                         328i xDrive Gran Turismo     3 7.871330e-03
## 168                          328i xDrive Sport Wagon     2 5.247553e-03
## 169                         328i xDrive Sports Wagon     5 1.311888e-02
## 170                                       328i/328is     6 1.574266e-02
## 171                                            328ic     2 5.247553e-03
## 172                                            328is     2 5.247553e-03
## 173                                            328xi     4 1.049511e-02
## 174                                328xi Sport Wagon     4 1.049511e-02
## 175                                            330ci    14 3.673287e-02
## 176                                330ci Convertible    14 3.673287e-02
## 177                                             330e     2 5.247553e-03
## 178                                             330i    18 4.722798e-02
## 179                                      330i xDrive     1 2.623777e-03
## 180                         330i xDrive Gran Turismo     1 2.623777e-03
## 181                         330i xDrive Sports Wagon     1 2.623777e-03
## 182                                            330xi    13 3.410910e-02
## 183                                            335ci    10 2.623777e-02
## 184                                335ci Convertible    12 3.148532e-02
## 185                                     335ci xDrive     6 1.574266e-02
## 186                                           335cxi     2 5.247553e-03
## 187                                             335d     3 7.871330e-03
## 188                                             335i    18 4.722798e-02
## 189                                 335i Convertible     2 5.247553e-03
## 190                                       335i Coupe     4 1.049511e-02
## 191                                335i Coupe xDrive     4 1.049511e-02
## 192                                      335i xDrive    12 3.148532e-02
## 193                         335i xDrive Gran Turismo     3 7.871330e-03
## 194                                335is Convertible     6 1.574266e-02
## 195                                      335is Coupe     6 1.574266e-02
## 196                                            335xi     4 1.049511e-02
## 197                                             340i     4 1.049511e-02
## 198                                      340i xDrive     4 1.049511e-02
## 199                         340i xDrive Gran Turismo     1 2.623777e-03
## 200                                        348 TB/TS     5 1.311888e-02
## 201                                      350SD Turbo     1 2.623777e-03
## 202                                     350SDL Turbo     2 5.247553e-03
## 203                                             350z    13 3.410910e-02
## 204                                    350z Roadster    12 3.148532e-02
## 205                             360 Modena/Modena F1     2 5.247553e-03
## 206                                360 Modena/Spider     9 2.361399e-02
## 207                      360 Modena/Spider/Challenge     5 1.311888e-02
## 208                                             370z     2 5.247553e-03
## 209                                             370Z    16 4.198043e-02
## 210                                    370Z Roadster    16 4.198043e-02
## 211                                            380SE     1 2.623777e-03
## 212                                            380SL     3 7.871330e-03
## 213                                             4000     6 1.574266e-02
## 214                                  4000 CS quattro     2 5.247553e-03
## 215                                           4000 S     2 5.247553e-03
## 216                                   4000 S quattro     2 5.247553e-03
## 217                                            4000s     2 5.247553e-03
## 218                                    4000s quattro     2 5.247553e-03
## 219                                             400E     2 5.247553e-03
## 220                                            400SE     1 2.623777e-03
## 221                                           400SEL     1 2.623777e-03
## 222                                        405 Sedan    15 3.935665e-02
## 223                                 405 Sports Wagon     4 1.049511e-02
## 224                                405 Station Wagon     2 5.247553e-03
## 225                                           420 SE     1 2.623777e-03
## 226                                            420SE     1 2.623777e-03
## 227                                           420SEL     6 1.574266e-02
## 228                                 428i Convertible     3 7.871330e-03
## 229                                       428i Coupe     6 1.574266e-02
## 230                                  428i Gran Coupe     2 5.247553e-03
## 231                          428i xDrive Convertible     3 7.871330e-03
## 232                                428i xDrive Coupe     3 7.871330e-03
## 233                           428i xDrive Gran Coupe     2 5.247553e-03
## 234                                              430     5 1.311888e-02
## 235                                 430i Convertible     1 2.623777e-03
## 236                                       430i Coupe     2 5.247553e-03
## 237                                  430i Gran Coupe     1 2.623777e-03
## 238                          430i xDrive Convertible     1 2.623777e-03
## 239                                430i xDrive Coupe     1 2.623777e-03
## 240                           430i xDrive Gran Coupe     1 2.623777e-03
## 241                                 435i Convertible     3 7.871330e-03
## 242                                       435i Coupe     6 1.574266e-02
## 243                                  435i Gran Coupe     2 5.247553e-03
## 244                          435i xDrive Convertible     2 5.247553e-03
## 245                                435i xDrive Coupe     6 1.574266e-02
## 246                           435i xDrive Gran Coupe     2 5.247553e-03
## 247                                 440i Convertible     1 2.623777e-03
## 248                                       440i Coupe     2 5.247553e-03
## 249                                  440i Gran Coupe     1 2.623777e-03
## 250                          440i xDrive Convertible     1 2.623777e-03
## 251                                440i xDrive Coupe     2 5.247553e-03
## 252                           440i xDrive Gran Coupe     1 2.623777e-03
## 253                                      456 MGT/MGA    10 2.623777e-02
## 254                                       458 Italia     8 2.099021e-02
## 255                                 458 Italia Coupe     2 5.247553e-03
## 256                                458 Italia Spider     2 5.247553e-03
## 257                                     458 Speciale     4 1.049511e-02
## 258                              458 Speciale Spider     2 5.247553e-03
## 259                                       458 Spider     6 1.574266e-02
## 260                                          488 GTB     4 1.049511e-02
## 261                                       488 Spider     4 1.049511e-02
## 262                                               4C     3 7.871330e-03
## 263                                      4Runner 2WD    49 1.285651e-01
## 264                                      4Runner 4WD    92 2.413875e-01
## 265                                                5    17 4.460420e-02
## 266                                         5 Series    23 6.034686e-02
## 267                                              500    20 5.247553e-02
## 268                                       500 Abarth     9 2.361399e-02
## 269                                       500 Cabrio     1 2.623777e-03
## 270                                            500 L     8 2.099021e-02
## 271                                          500 SEC     1 2.623777e-03
## 272                                            500 X     4 1.049511e-02
## 273                                        500 X AWD     2 5.247553e-03
## 274                                  5000 CS quattro     3 7.871330e-03
## 275                            5000 CS quattro Wagon     3 7.871330e-03
## 276                                    5000 CS Turbo     4 1.049511e-02
## 277                                           5000 S    10 2.623777e-02
## 278                                   5000 S quattro     2 5.247553e-03
## 279                                            5000S    10 2.623777e-02
## 280                                      5000S Wagon    14 3.673287e-02
## 281                                             500e     5 1.311888e-02
## 282                                             500E     2 5.247553e-03
## 283                                            500SE     4 1.049511e-02
## 284                                           500SEC     7 1.836644e-02
## 285                                           500SEL     7 1.836644e-02
## 286                                      500SEL 5.0L     1 2.623777e-03
## 287                                      500SEL 5.6L     1 2.623777e-03
## 288                                            500SL     9 2.361399e-02
## 289                                              505     5 1.311888e-02
## 290                                        505 Sedan    38 9.970351e-02
## 291                                505 Station Wagon    29 7.608952e-02
## 292                                        505 Wagon     3 7.871330e-03
## 293                                             525i    30 7.871330e-02
## 294                                 525i Sport Wagon     6 1.574266e-02
## 295                                     525i Touring     4 1.049511e-02
## 296                                            525xi     4 1.049511e-02
## 297                                             528i    21 5.509931e-02
## 298                                 528i Sport Wagon     3 7.871330e-03
## 299                                     528i Touring     2 5.247553e-03
## 300                                      528i xDrive     9 2.361399e-02
## 301                                            528xi     2 5.247553e-03
## 302                                             530i    24 6.297064e-02
## 303                                     530i Touring     3 7.871330e-03
## 304                                            530xi     4 1.049511e-02
## 305                                530xi Sport Wagon     4 1.049511e-02
## 306                                             535d     3 7.871330e-03
## 307                                      535d xDrive     3 7.871330e-03
## 308                                             535i    27 7.084197e-02
## 309                                535i Gran Turismo     8 2.099021e-02
## 310                          535i Sport Wagon xDrive     4 1.049511e-02
## 311                                      535i xDrive    10 2.623777e-02
## 312                         535i xDrive Gran Turismo     7 1.836644e-02
## 313                                            535xi     2 5.247553e-03
## 314                                535xi Sport Wagon     2 5.247553e-03
## 315                                             540i    22 5.772309e-02
## 316                                 540i Sport Wagon     4 1.049511e-02
## 317                                     540i Touring     1 2.623777e-03
## 318                                             545i     6 1.574266e-02
## 319                                           550 GT     1 2.623777e-03
## 320                                    550 Maranello     2 5.247553e-03
## 321                          550 Maranello/Barchetta     1 2.623777e-03
## 322                                             550i    21 5.509931e-02
## 323                                550i Gran Turismo     5 1.311888e-02
## 324                                      550i xDrive     6 1.574266e-02
## 325                         550i xDrive Gran Turismo     6 1.574266e-02
## 326                                   550i xDrive GT     1 2.623777e-03
## 327                                            560SE     1 2.623777e-03
## 328                                           560SEC     7 1.836644e-02
## 329                                           560SEL     7 1.836644e-02
## 330                                            560SL     5 1.311888e-02
## 331                                               57     9 2.361399e-02
## 332                                      57 Zeppelin     1 2.623777e-03
## 333                                            570GT     1 2.623777e-03
## 334                                       570S Coupe     2 5.247553e-03
## 335                                              575     2 5.247553e-03
## 336                                  575 M Maranello     4 1.049511e-02
## 337                 575 M Maranello and Superamerica     2 5.247553e-03
## 338                                              57S     7 1.836644e-02
## 339                                          599 GTB     2 5.247553e-03
## 340                                  599 GTB Fiorano     8 2.099021e-02
## 341                                          599 GTO     1 2.623777e-03
## 342                                    599 SA Aperta     1 2.623777e-03
## 343                                                6    53 1.390602e-01
## 344                                         6 Series    12 3.148532e-02
## 345                                    6 Sport Wagon     8 2.099021e-02
## 346                                              600    32 8.396085e-02
## 347                                  600 Convertible    18 4.722798e-02
## 348                                             6000    40 1.049511e-01
## 349                                       6000 Wagon    35 9.183218e-02
## 350                                           600SEL     1 2.623777e-03
## 351                                       600SEL/SEC     1 2.623777e-03
## 352                                            600SL     1 2.623777e-03
## 353                                        604 Sedan     2 5.247553e-03
## 354                                   612 Scaglietti    14 3.673287e-02
## 355                                               62     8 2.099021e-02
## 356                                              626    55 1.443077e-01
## 357                                         626/MX-6    20 5.247553e-02
## 358                                              62S     5 1.311888e-02
## 359                                           635csi     2 5.247553e-03
## 360                                 640i Convertible     6 1.574266e-02
## 361                                       640i Coupe     6 1.574266e-02
## 362                                  640i Gran Coupe     5 1.311888e-02
## 363                          640i xDrive Convertible     4 1.049511e-02
## 364                                640i xDrive Coupe     4 1.049511e-02
## 365                           640i xDrive Gran Coupe     4 1.049511e-02
## 366                                            645ci     6 1.574266e-02
## 367                                645ci Convertible     6 1.574266e-02
## 368                                            650ci    12 3.148532e-02
## 369                                650ci Convertible    12 3.148532e-02
## 370                                 650i Convertible     7 1.836644e-02
## 371                          650i Convertible xDrive     2 5.247553e-03
## 372                                       650i Coupe     7 1.836644e-02
## 373                                650i Coupe xDrive     2 5.247553e-03
## 374                                  650i Gran Coupe     5 1.311888e-02
## 375                          650i xDrive Convertible     4 1.049511e-02
## 376                                650i xDrive Coupe     4 1.049511e-02
## 377                           650i xDrive Gran Coupe     5 1.311888e-02
## 378                                       650S Coupe     2 5.247553e-03
## 379                                      650S Spider     2 5.247553e-03
## 380                                      675LT Coupe     1 2.623777e-03
## 381                                         7 Series    10 2.623777e-02
## 382                                             735i     8 2.099021e-02
## 383                                      735i Luxury     1 2.623777e-03
## 384                                            735il     7 1.836644e-02
## 385                                              740    20 5.247553e-02
## 386                                     740 16-Valve     2 5.247553e-03
## 387                               740 16-Valve Wagon     2 5.247553e-03
## 388                                    740 GLE Sedan     1 2.623777e-03
## 389                                    740 GLE Wagon     1 2.623777e-03
## 390                                        740 Wagon    21 5.509931e-02
## 391                                          740/760    25 6.559442e-02
## 392                                    740/760 Wagon    13 3.410910e-02
## 393                                      740e xDrive     1 2.623777e-03
## 394                                             740i    15 3.935665e-02
## 395                                      740i xDrive     1 2.623777e-03
## 396                                  740i/740i Sport     2 5.247553e-03
## 397                                            740il     8 2.099021e-02
## 398                           740il/740il Protection     1 2.623777e-03
## 399                                     740Ld xDrive     1 2.623777e-03
## 400                                            740Li     5 1.311888e-02
## 401                                     740Li xDrive     3 7.871330e-03
## 402                                             745i     4 1.049511e-02
## 403                                            745li     4 1.049511e-02
## 404                                       750 Series     1 2.623777e-03
## 405                                      750C/I-Mark     2 5.247553e-03
## 406                                             750i    13 3.410910e-02
## 407                                      750i xDrive     8 2.099021e-02
## 408                                            750il    14 3.673287e-02
## 409                           750il/750il Protection     1 2.623777e-03
## 410                                            750li     4 1.049511e-02
## 411                                            750Li     6 1.574266e-02
## 412                                     750Li xDrive     6 1.574266e-02
## 413                                              760     4 1.049511e-02
## 414                                          760 GLE     9 2.361399e-02
## 415                                        760 Wagon     2 5.247553e-03
## 416                                             760i     3 7.871330e-03
## 417                                            760li     6 1.574266e-02
## 418                                            760Li     6 1.574266e-02
## 419                                              780     7 1.836644e-02
## 420                                       8 C Spider     1 2.623777e-03
## 421                                               80     4 1.049511e-02
## 422                                       80 quattro     3 7.871330e-03
## 423                                            80/90     9 2.361399e-02
## 424                                    80/90 quattro     2 5.247553e-03
## 425                                              825     4 1.049511e-02
## 426                                              827     8 2.099021e-02
## 427                                            840ci     4 1.049511e-02
## 428                                              850    15 3.935665e-02
## 429                                        850 Wagon    15 3.935665e-02
## 430                                            850ci     6 1.574266e-02
## 431                                           850csi     2 5.247553e-03
## 432                                             850i     4 1.049511e-02
## 433                                              85J     1 2.623777e-03
## 434                                               86     2 5.247553e-03
## 435                                   9-2x Wagon AWD     8 2.099021e-02
## 436                                              9-3    13 3.410910e-02
## 437                               9-3 Aero Sedan AWD     6 1.574266e-02
## 438                          9-3 Aero SportCombi AWD     6 1.574266e-02
## 439                                  9-3 Convertible    42 1.101986e-01
## 440                                    9-3 Sedan AWD     7 1.836644e-02
## 441                                  9-3 Sport Sedan    35 9.183218e-02
## 442                                   9-3 SportCombi    22 5.772309e-02
## 443                                       9-3 Viggen     4 1.049511e-02
## 444                           9-3 Viggen Convertible     3 7.871330e-03
## 445                              9-3X SportCombi AWD     7 1.836644e-02
## 446                                         9-4X AWD     4 1.049511e-02
## 447                                         9-4X FWD     2 5.247553e-03
## 448                                              9-5    31 8.133708e-02
## 449                                        9-5 Sedan    10 2.623777e-02
## 450                                    9-5 Sedan AWD     3 7.871330e-03
## 451                                   9-5 SportCombi     8 2.099021e-02
## 452                                        9-5 Wagon    31 8.133708e-02
## 453                                         9-7X AWD    12 3.148532e-02
## 454                                               90     9 2.361399e-02
## 455                                       90 quattro     3 7.871330e-03
## 456                                   90 quattro 20v     2 5.247553e-03
## 457                                              900    75 1.967832e-01
## 458                                  900 Convertible    29 7.608952e-02
## 459                                             9000    55 1.443077e-01
## 460                                             900S     4 1.049511e-02
## 461                                 900S Convertible     2 5.247553e-03
## 462                                            900SE     2 5.247553e-03
## 463                                900SE Convertible     2 5.247553e-03
## 464                                              911     4 1.049511e-02
## 465                                       911 C4 GTS     2 5.247553e-03
## 466                             911 C4 GTS Cabriolet     2 5.247553e-03
## 467                                      911 Carrera    31 8.133708e-02
## 468                                  911 Carrera 2/4     4 1.049511e-02
## 469                                    911 Carrera 4    17 4.460420e-02
## 470                          911 Carrera 4 Cabriolet    18 4.722798e-02
## 471                                911 Carrera 4 GTS     6 1.574266e-02
## 472                      911 Carrera 4 GTS Cabriolet     6 1.574266e-02
## 473                              911 Carrera 4 Targa     6 1.574266e-02
## 474                                  911 Carrera 4/2    36 9.445596e-02
## 475                                   911 Carrera 4S    18 4.722798e-02
## 476                         911 Carrera 4S Cabriolet    16 4.198043e-02
## 477                             911 Carrera 4S Targa     6 1.574266e-02
## 478                            911 Carrera Cabriolet    18 4.722798e-02
## 479                                  911 Carrera GTS     6 1.574266e-02
## 480                        911 Carrera GTS Cabriolet     6 1.574266e-02
## 481                                    911 Carrera S    16 4.198043e-02
## 482                          911 Carrera S Cabriolet    16 4.198043e-02
## 483                                          911 GT2     3 7.871330e-03
## 484                                       911 GT2 RS     1 2.623777e-03
## 485                                          911 GT3     7 1.836644e-02
## 486                                       911 GT3 RS     6 1.574266e-02
## 487                                          911 GTS     4 1.049511e-02
## 488                                911 GTS Cabriolet     4 1.049511e-02
## 489                                            911 R     1 2.623777e-03
## 490                                           911 SC     2 5.247553e-03
## 491                                    911 Speedster     2 5.247553e-03
## 492                                        911 Targa     2 5.247553e-03
## 493                                      911 Targa 4     8 2.099021e-02
## 494                                  911 Targa 4 GTS     4 1.049511e-02
## 495                                     911 Targa 4S     8 2.099021e-02
## 496                                        911 Turbo    21 5.509931e-02
## 497                              911 Turbo Cabriolet    15 3.935665e-02
## 498                                  911 Turbo Coupe     6 1.574266e-02
## 499                                      911 Turbo S     5 1.311888e-02
## 500                            911 Turbo S Cabriolet     7 1.836644e-02
## 501                                911 Turbo S Coupe     3 7.871330e-03
## 502                                       918 Spyder     1 2.623777e-03
## 503                                            924 S     4 1.049511e-02
## 504                                          928 GTS     6 1.574266e-02
## 505                                            928 S     8 2.099021e-02
## 506                                           928 S4    10 2.623777e-02
## 507                                              929    12 3.148532e-02
## 508                                              940     8 2.099021e-02
## 509                                 940 GLE 16-Valve     1 2.623777e-03
## 510                           940 GLE 16-Valve Wagon     1 2.623777e-03
## 511                                           940 SE     1 2.623777e-03
## 512                                     940 SE Wagon     1 2.623777e-03
## 513                                        940 Turbo     1 2.623777e-03
## 514                                  940 Turbo Wagon     1 2.623777e-03
## 515                                        940 Wagon     7 1.836644e-02
## 516                                              944    17 4.460420e-02
## 517                                            944 S     1 2.623777e-03
## 518                                           944 S2     3 7.871330e-03
## 519                                        944 Turbo     2 5.247553e-03
## 520                                              960     5 1.311888e-02
## 521                                        960 Wagon     6 1.574266e-02
## 522                                    960 Wagon/V90     1 2.623777e-03
## 523                                          960/S90     1 2.623777e-03
## 524                                              968    16 4.198043e-02
## 525                                     98 Esprit V8     1 2.623777e-03
## 526                                      A.C.MARK IV     2 5.247553e-03
## 527                                         A.C.Mkiv     2 5.247553e-03
## 528                                               A3    20 5.247553e-02
## 529                                     A3 Cabriolet     3 7.871330e-03
## 530                             A3 Cabriolet quattro     3 7.871330e-03
## 531                                        A3 e-tron     2 5.247553e-03
## 532                                  A3 e-tron ultra     1 2.623777e-03
## 533                                       A3 quattro    12 3.148532e-02
## 534                                               A4    52 1.364364e-01
## 535                               A4 allroad quattro     1 2.623777e-03
## 536                                         A4 Avant     2 5.247553e-03
## 537                                 A4 Avant quattro    49 1.285651e-01
## 538                                     A4 Cabriolet    10 2.623777e-02
## 539                             A4 Cabriolet quattro     9 2.361399e-02
## 540                                       A4 quattro    72 1.889119e-01
## 541                                         A4 Ultra     1 2.623777e-03
## 542                                     A5 Cabriolet     5 1.311888e-02
## 543                             A5 Cabriolet quattro     9 2.361399e-02
## 544                                       A5 quattro    22 5.772309e-02
## 545                                               A6    23 6.034686e-02
## 546                                 A6 Avant quattro    12 3.148532e-02
## 547                                       A6 quattro    51 1.338126e-01
## 548                                 A6 quattro Wagon     3 7.871330e-03
## 549                                         A6 Wagon     3 7.871330e-03
## 550                                 A6 Wagon quattro     1 2.623777e-03
## 551                                       A7 quattro     6 1.574266e-02
## 552                                               A8    20 5.247553e-02
## 553                                             A8 L    33 8.658463e-02
## 554                                       A8 quattro     4 1.049511e-02
## 555                                       Acadia AWD    12 3.148532e-02
## 556                                       Acadia FWD    12 3.148532e-02
## 557                               Acadia Limited AWD     1 2.623777e-03
## 558                               Acadia Limited FWD     1 2.623777e-03
## 559                                           Accent    34 8.920841e-02
## 560                                    Accent (SOHC)     2 5.247553e-03
## 561                                  Accent (Sporty)     2 5.247553e-03
## 562                                      Accent Blue     2 5.247553e-03
## 563                                      Accent/Brio    22 5.772309e-02
## 564                                          Acclaim    29 7.608952e-02
## 565                                           Accord   147 3.856952e-01
## 566                                     Accord Coupe    20 5.247553e-02
## 567                             Accord Crosstour 2WD     2 5.247553e-03
## 568                             Accord Crosstour 4WD     2 5.247553e-03
## 569                                    Accord Hybrid     6 1.574266e-02
## 570                            Accord Plug-in Hybrid     1 2.623777e-03
## 571                                     Accord Wagon    20 5.247553e-02
## 572                                          Achieva    32 8.396085e-02
## 573                                         Active E     1 2.623777e-03
## 574                                   ActiveHybrid 3     3 7.871330e-03
## 575                                   ActiveHybrid 5     5 1.311888e-02
## 576                                   ActiveHybrid 7     1 2.623777e-03
## 577                                  ActiveHybrid 7i     1 2.623777e-03
## 578                                  ActiveHybrid 7L     4 1.049511e-02
## 579                                 ActiveHybrid 7Li     1 2.623777e-03
## 580                                  ActiveHybrid X6     2 5.247553e-03
## 581                       AD100/AD150 Ramcharger 2WD    28 7.346575e-02
## 582                                            Aerio    12 3.148532e-02
## 583                                        Aerio 4WD     1 2.623777e-03
## 584                                        Aerio AWD     4 1.049511e-02
## 585                                         Aerio SX    10 2.623777e-02
## 586                                     Aerio SX 4WD     1 2.623777e-03
## 587                                     Aerio SX AWD     3 7.871330e-03
## 588                                     Aerostar Van    32 8.396085e-02
## 589                                 Aerostar Van AWD     5 1.311888e-02
## 590                                   Aerostar Wagon    33 8.658463e-02
## 591                               Aerostar Wagon AWD     8 2.099021e-02
## 592                                            Alero    17 4.460420e-02
## 593                                          Allante     7 1.836644e-02
## 594                                         Alliance     6 1.574266e-02
## 595                             Alliance Convertible     4 1.049511e-02
## 596                                  Alliance/Encore    21 5.509931e-02
## 597                                          Allroad     4 1.049511e-02
## 598                                  allroad quattro     5 1.311888e-02
## 599                                  Allroad quattro     8 2.099021e-02
## 600                      Alpina B6 Gran Coupe xDrive     2 5.247553e-03
## 601                      Alpina B6 xDrive Gran Coupe     1 2.623777e-03
## 602                                    Alpina B7 LWB     5 1.311888e-02
## 603                             Alpina B7 LWB xDrive     5 1.311888e-02
## 604                                    Alpina B7 SWB     5 1.311888e-02
## 605                             Alpina B7 SWB xDrive     5 1.311888e-02
## 606                                 Alpina B7 xDrive     1 2.623777e-03
## 607                                           Altima    59 1.548028e-01
## 608                                  Altima / Stanza    10 2.623777e-02
## 609                                     Altima Coupe    21 5.509931e-02
## 610                                    Altima Hybrid     5 1.311888e-02
## 611                                        Altima SR     2 5.247553e-03
## 612                                         Altra EV     1 2.623777e-03
## 613                                           Amanti     6 1.574266e-02
## 614                                   AMG C43 4matic     1 2.623777e-03
## 615                       AMG C43 4matic Convertible     1 2.623777e-03
## 616                             AMG C43 4matic Coupe     1 2.623777e-03
## 617                                          AMG C63     3 7.871330e-03
## 618                              AMG C63 Convertible     1 2.623777e-03
## 619                                    AMG C63 Coupe     1 2.623777e-03
## 620                                        AMG C63 S     3 7.871330e-03
## 621                            AMG C63 S Convertible     1 2.623777e-03
## 622                                  AMG C63 S Coupe     1 2.623777e-03
## 623                                 AMG CLA45 4matic     2 5.247553e-03
## 624                               AMG CLS63 S 4matic     2 5.247553e-03
## 625                                   AMG E43 4matic     1 2.623777e-03
## 626                                   AMG E63 4matic     1 2.623777e-03
## 627                                 AMG E63 S 4matic     1 2.623777e-03
## 628                         AMG E63 S 4matic (wagon)     1 2.623777e-03
## 629                                          AMG G63     2 5.247553e-03
## 630                                          AMG G65     2 5.247553e-03
## 631                                         AMG GL63     1 2.623777e-03
## 632                                 AMG GLA45 4matic     2 5.247553e-03
## 633                                 AMG GLC43 4matic     1 2.623777e-03
## 634                           AMG GLC43 4matic Coupe     1 2.623777e-03
## 635                                 AMG GLE43 4matic     1 2.623777e-03
## 636                           AMG GLE43 4matic Coupe     1 2.623777e-03
## 637                                        AMG GLE63     2 5.247553e-03
## 638                                      AMG GLE63 S     2 5.247553e-03
## 639                                AMG GLE63 S Coupe     2 5.247553e-03
## 640                                        AMG GLS63     1 2.623777e-03
## 641                                           AMG GT     1 2.623777e-03
## 642                                         AMG GT S     2 5.247553e-03
## 643                                   AMG S63 4matic     2 5.247553e-03
## 644                       AMG S63 4matic Convertible     1 2.623777e-03
## 645                             AMG S63 4matic Coupe     2 5.247553e-03
## 646                                          AMG S65     2 5.247553e-03
## 647                                    AMG S65 Coupe     1 2.623777e-03
## 648                                         AMG SL63     2 5.247553e-03
## 649                                         AMG SL65     2 5.247553e-03
## 650                                        AMG SLC43     1 2.623777e-03
## 651                                        AMG SLK55     1 2.623777e-03
## 652                                        Amigo 2WD    18 4.722798e-02
## 653                                        Amigo 4WD    13 3.410910e-02
## 654                                            Aries    35 9.183218e-02
## 655                                      Aries Wagon    28 7.346575e-02
## 656                                       Armada 2WD    19 4.985176e-02
## 657                                   Armada 2WD FFV     2 5.247553e-03
## 658                                       Armada 4WD    19 4.985176e-02
## 659                                   Armada 4WD FFV     2 5.247553e-03
## 660                                  Armored Deville     2 5.247553e-03
## 661                                      Armored DTS     1 2.623777e-03
## 662                                           Arnage    12 3.148532e-02
## 663                                       Arnage LWB     5 1.311888e-02
## 664                                        Arnage RL     2 5.247553e-03
## 665                                     Ascender 2WD     4 1.049511e-02
## 666                                     Ascender 4WD     4 1.049511e-02
## 667                         Ascender 5-passenger 2WD     5 1.311888e-02
## 668                         Ascender 5-passenger 4WD     6 1.574266e-02
## 669                         Ascender 7-passenger 2WD     4 1.049511e-02
## 670                         Ascender 7-passenger 4WD     5 1.311888e-02
## 671                                        Aspen 2WD     7 1.836644e-02
## 672                                        Aspen 4WD     7 1.836644e-02
## 673                                        Aspen HEV     1 2.623777e-03
## 674                                           Aspire     8 2.099021e-02
## 675                              Astra 2DR Hatchback     4 1.049511e-02
## 676                              Astra 4DR Hatchback     4 1.049511e-02
## 677                                Astro 2WD (cargo)    50 1.311888e-01
## 678                     Astro 2WD (cargo) Conversion     3 7.871330e-03
## 679                            Astro 2WD (passenger)    41 1.075748e-01
## 680                                Astro AWD (cargo)    17 4.460420e-02
## 681                     Astro AWD (cargo) Conversion     3 7.871330e-03
## 682                            Astro AWD (passenger)    17 4.460420e-02
## 683                                              ATS    21 5.509931e-02
## 684                                            ATS-V     4 1.049511e-02
## 685                                          ATS AWD    11 2.886154e-02
## 686                                             Aura     9 2.361399e-02
## 687                                         Aura FFV     1 2.623777e-03
## 688                                      Aura Hybrid     3 7.871330e-03
## 689                                           Aurora    11 2.886154e-02
## 690                               Avalanche 1500 2WD    19 4.985176e-02
## 691                           Avalanche 1500 2WD FFV     2 5.247553e-03
## 692                               Avalanche 1500 4WD    14 3.673287e-02
## 693                               Avalanche 1500 AWD     3 7.871330e-03
## 694                                           Avalon    25 6.559442e-02
## 695                                    Avalon Hybrid     5 1.311888e-02
## 696                                        Avanti II     2 5.247553e-03
## 697                                          Avenger    42 1.101986e-01
## 698                                      Avenger AWD     1 2.623777e-03
## 699                                      Avenger FFV     1 2.623777e-03
## 700                                  Aventador Coupe     6 1.574266e-02
## 701                          Aventador Coupe LP740-4     1 2.623777e-03
## 702                               Aventador Roadster     5 1.311888e-02
## 703                       Aventador Roadster LP740-4     1 2.623777e-03
## 704                           Aventador Veneno Coupe     1 2.623777e-03
## 705                                             Aveo    14 3.673287e-02
## 706                                           Aveo 5    14 3.673287e-02
## 707                                      Aviator 2WD     3 7.871330e-03
## 708                                      Aviator 4WD     3 7.871330e-03
## 709                                  Avtech SC / M12     2 5.247553e-03
## 710                       AW100/AW150 Ramcharger 4WD    35 9.183218e-02
## 711                                        Axiom 2WD     3 7.871330e-03
## 712                                        Axiom 4WD     3 7.871330e-03
## 713                                           Axxess     6 1.574266e-02
## 714                                       Axxess AWD     6 1.574266e-02
## 715                                            Azera    16 4.198043e-02
## 716                                    Azera Limited     3 7.871330e-03
## 717                                        Aztek AWD     5 1.311888e-02
## 718                                        Aztek FWD     5 1.311888e-02
## 719                                            Azure    11 2.886154e-02
## 720                           B-Class Electric Drive     2 5.247553e-03
## 721                                B150/B250 Van 2WD    85 2.230210e-01
## 722                              B150/B250 Wagon 2WD    81 2.125259e-01
## 723                                    B1500 Van 2WD     9 2.361399e-02
## 724                                  B1500 Wagon 2WD     6 1.574266e-02
## 725                              B1500/B2500 Van 2WD    12 3.148532e-02
## 726                            B1500/B2500 Wagon 2WD    11 2.886154e-02
## 727                                            B2000     2 5.247553e-03
## 728                           B2000/B2200 Pickup 2WD     7 1.836644e-02
## 729                                B2000/B2200/B2600     7 1.836644e-02
## 730                                      B2200/B2600     8 2.099021e-02
## 731                                     B2200/B2600i    26 6.821819e-02
## 732                                        B2300 2WD    18 4.722798e-02
## 733                     B2300/B3000/B4000 Pickup 2WD    24 6.297064e-02
## 734                     B2300/B3000/B4000 Pickup 4WD    19 4.985176e-02
## 735                                            B2500     2 5.247553e-03
## 736                                        B2500 2WD     2 5.247553e-03
## 737                                    B2500 Van 2WD     6 1.574266e-02
## 738                                  B2500 Wagon 2WD     6 1.574266e-02
## 739                            B2500/B3000/B4000 2WD     6 1.574266e-02
## 740                            B2500/B3000/B4000 4WD     4 1.049511e-02
## 741                                            B250e     2 5.247553e-03
## 742                                        B2600 4x4     4 1.049511e-02
## 743                                       B2600i 4x4     9 2.361399e-02
## 744                                            B3000    10 2.623777e-02
## 745                          B3000 (FFV) Ethanol 2WD     1 2.623777e-03
## 746                                        B3000 2WD     6 1.574266e-02
## 747                                    B3000 2WD FFV     1 2.623777e-03
## 748                                        B3000 4WD     6 1.574266e-02
## 749                                    B3000 FFV 2WD     5 1.311888e-02
## 750                                    B3000 FFV 4WD     4 1.049511e-02
## 751                                     B350 Van 2WD    36 9.445596e-02
## 752                                   B350 Wagon 2WD    30 7.871330e-02
## 753                                    B3500 Van 2WD     6 1.574266e-02
## 754                                  B3500 Wagon 2WD     6 1.574266e-02
## 755                                            B4000     4 1.049511e-02
## 756                                        B4000 2WD    16 4.198043e-02
## 757                                        B4000 4WD    20 5.247553e-02
## 758                                               B7     2 5.247553e-03
## 759                                   B9 Tribeca AWD     2 5.247553e-03
## 760                                         Baja AWD    14 3.673287e-02
## 761                                           Beetle    26 6.821819e-02
## 762                               Beetle Convertible    16 4.198043e-02
## 763                                      Beetle Dune     2 5.247553e-03
## 764                          Beetle Dune Convertible     2 5.247553e-03
## 765                                         Bentayga     1 2.623777e-03
## 766                                          Beretta    45 1.180699e-01
## 767                                        Bitter SC     3 7.871330e-03
## 768                                          Biturbo     9 2.361399e-02
## 769                                      Biturbo 425     3 7.871330e-03
## 770                                   Biturbo Spyder     3 7.871330e-03
## 771                                    Blackwood 2WD     2 5.247553e-03
## 772                                  Blazer 1500 4WD     7 1.836644e-02
## 773                                       Blazer 2WD    22 5.772309e-02
## 774                                       Blazer 4WD    22 5.772309e-02
## 775                                       Blazer AWD     3 7.871330e-03
## 776                                 Blazer V1500 4WD    10 2.623777e-02
## 777                                         BMW 325i     1 2.623777e-03
## 778                                         BMW 325I     1 2.623777e-03
## 779                                          BMW535I     2 5.247553e-03
## 780                                        BMW635CSI     2 5.247553e-03
## 781                                         BMW635L6     2 5.247553e-03
## 782                                          BMW735I     2 5.247553e-03
## 783                                         BMW735IL     2 5.247553e-03
## 784                                             Bolt     1 2.623777e-03
## 785                                       Bonneville    51 1.338126e-01
## 786                                      Borrego 2WD     6 1.574266e-02
## 787                                      Borrego 4WD     6 1.574266e-02
## 788                          Boss F150 Super Cab 2WD     1 2.623777e-03
## 789                                          Boxster    46 1.206937e-01
## 790                                      Boxster GTS     4 1.049511e-02
## 791                                        Boxster S    36 9.445596e-02
## 792                                   Boxster Spyder     5 1.311888e-02
## 793                                         Brat 4WD    14 3.673287e-02
## 794                                      Bravada 2WD     3 7.871330e-03
## 795                                      Bravada AWD    15 3.935665e-02
## 796                                           Breeze    14 3.673287e-02
## 797                                       Bronco 4WD    86 2.256448e-01
## 798                                    Bronco II 2WD    12 3.148532e-02
## 799                                    Bronco II 4WD    21 5.509931e-02
## 800                                       Brooklands     4 1.049511e-02
## 801                             Brooklands and (LWB)     3 7.871330e-03
## 802                                     Brooklands R     1 2.623777e-03
## 803                                Brooklands R Limo     2 5.247553e-03
## 804                             Brooklands/Brklnds L     1 2.623777e-03
## 805                                         Brougham     9 2.361399e-02
## 806                           Brougham/DeVille (RWD)     3 7.871330e-03
## 807                                              BRZ    10 2.623777e-02
## 808                      C-MAX Energi Plug-in Hybrid     4 1.049511e-02
## 809                      C-MAX Energi Plug-In Hybrid     1 2.623777e-03
## 810                                 C-MAX Hybrid FWD     5 1.311888e-02
## 811                                              C/V     3 7.871330e-03
## 812                                    C/V Cargo Van     1 2.623777e-03
## 813                                    C/V Tradesman     2 5.247553e-03
## 814                                   C10 Pickup 2WD    67 1.757930e-01
## 815                                   C15 Pickup 2WD    67 1.757930e-01
## 816                                 C15 Suburban 2WD    14 3.673287e-02
## 817                                 C1500 Pickup 2WD   106 2.781203e-01
## 818                                   C20 Pickup 2WD    37 9.707974e-02
## 819                                             C220     3 7.871330e-03
## 820                                             C230     6 1.574266e-02
## 821                                  C230 Kompressor    12 3.148532e-02
## 822                     C230 Kompressor Sports Coupe     4 1.049511e-02
## 823                                             C240     8 2.099021e-02
## 824                                     C240 (Wagon)     4 1.049511e-02
## 825                                      C240 4matic     3 7.871330e-03
## 826                              C240 4matic (Wagon)     3 7.871330e-03
## 827                                         C240 FFV     2 5.247553e-03
## 828                                 C240 FFV (Wagon)     2 5.247553e-03
## 829                                   C25 Pickup 2WD    37 9.707974e-02
## 830                                             C250     3 7.871330e-03
## 831                                       C250 Coupe     4 1.049511e-02
## 832                                 C2500 Pickup 2WD    48 1.259413e-01
## 833                                 C2500 Sierra 2WD    46 1.206937e-01
## 834                                             C280     9 2.361399e-02
## 835                                      C280 4matic     2 5.247553e-03
## 836                                          C30 FWD    18 4.722798e-02
## 837                                             C300    11 2.886154e-02
## 838                                      C300 4matic    15 3.935665e-02
## 839                          C300 4matic Convertible     1 2.623777e-03
## 840                                C300 4matic Coupe     1 2.623777e-03
## 841                                  C300 4matic FFV     1 2.623777e-03
## 842                                 C300 Convertible     1 2.623777e-03
## 843                                       C300 Coupe     1 2.623777e-03
## 844                                         C300 FFV     1 2.623777e-03
## 845                                          C32 AMG     3 7.871330e-03
## 846                                             C320     6 1.574266e-02
## 847                                     C320 (Wagon)     3 7.871330e-03
## 848                                      C320 4matic     2 5.247553e-03
## 849                              C320 4matic (Wagon)     2 5.247553e-03
## 850                                C320 4matic Sedan     1 2.623777e-03
## 851                                         C320 FFV     2 5.247553e-03
## 852                                 C320 FFV (Wagon)     1 2.623777e-03
## 853                                C320 Sports Coupe     4 1.049511e-02
## 854                            C320 Sports Coupe FFV     2 5.247553e-03
## 855                                             C350    16 4.198043e-02
## 856                                      C350 4matic     2 5.247553e-03
## 857                                C350 4matic Coupe     4 1.049511e-02
## 858                                       C350 Coupe     4 1.049511e-02
## 859                                            C350e     1 2.623777e-03
## 860                                              C36     1 2.623777e-03
## 861                                          C36 AMG     2 5.247553e-03
## 862                                      C400 4matic     1 2.623777e-03
## 863                                              C43     1 2.623777e-03
## 864                                          C43 AMG     2 5.247553e-03
## 865                                         C450 AMG     1 2.623777e-03
## 866                                          C55 AMG     2 5.247553e-03
## 867                                          C63 AMG     7 1.836644e-02
## 868                       C63 AMG Black Series Coupe     2 5.247553e-03
## 869                                    C63 AMG Coupe     4 1.049511e-02
## 870                                              C70     6 1.574266e-02
## 871                                  C70 Convertible    28 7.346575e-02
## 872                                        C70 Coupe     8 2.099021e-02
## 873                                          C70 FWD     6 1.574266e-02
## 874                                               C8     1 2.623777e-03
## 875                                       C8 Aileron     2 5.247553e-03
## 876                                   C8 Double 12 S     1 2.623777e-03
## 877                              C8 Double 12 Spyder     1 2.623777e-03
## 878                                    C8 Laviolette     3 7.871330e-03
## 879                                        C8 Spyder     3 7.871330e-03
## 880                              C8 Spyder Wide Body     2 5.247553e-03
## 881                                  Cab Chassis 2WD     4 1.049511e-02
## 882                                      Cab/Chassis     2 5.247553e-03
## 883                                  Cab/Chassis 2WD    16 4.198043e-02
## 884                             Caballero Pickup 2WD    24 6.297064e-02
## 885                                           Cabrio    16 4.198043e-02
## 886                                        Cabriolet    24 6.297064e-02
## 887                                          Cadenza     4 1.049511e-02
## 888                                           Calais    10 2.623777e-02
## 889                                          Caliber    26 6.821819e-02
## 890                                      Caliber AWD     1 2.623777e-03
## 891                                       California    10 2.623777e-02
## 892                                     California T     6 1.574266e-02
## 893                                         Camargue     5 1.311888e-02
## 894                                           Camaro   166 4.355469e-01
## 895                                            Camry   123 3.227245e-01
## 896                                        Camry CNG     3 7.871330e-03
## 897                                     Camry Hybrid     5 1.311888e-02
## 898                                  Camry Hybrid LE     6 1.574266e-02
## 899                                 Camry Hybrid XLE     2 5.247553e-03
## 900                              Camry Hybrid XLE/SE     4 1.049511e-02
## 901                                     Camry Solara    34 8.920841e-02
## 902                         Camry Solara Convertible    13 3.410910e-02
## 903                                      Camry Wagon    22 5.772309e-02
## 904                                       Canyon 2WD    45 1.180699e-01
## 905                                       Canyon 4WD    42 1.101986e-01
## 906                           Canyon Cab Chassis 2WD     3 7.871330e-03
## 907                       Canyon Cab Chassis Inc 2WD     8 2.099021e-02
## 908                       Canyon Cab Chassis Inc 4WD     6 1.574266e-02
## 909                              Canyon Crew Cab 2WD    31 8.133708e-02
## 910                              Canyon Crew Cab 4WD    19 4.985176e-02
## 911                                            Capri    37 9.707974e-02
## 912                                          Caprice    28 7.346575e-02
## 913                                    Caprice Wagon    17 4.460420e-02
## 914                                   Caprice/Impala     6 1.574266e-02
## 915                             Caprice/Impala Wagon     4 1.049511e-02
## 916                                      Captiva AWD     3 7.871330e-03
## 917                                      Captiva FWD     7 1.836644e-02
## 918                    Caravan C/V/Grand Caravan 2WD    16 4.198043e-02
## 919                    Caravan C/V/Grand Caravan 4WD     1 2.623777e-03
## 920                        Caravan/Grand Caravan 2WD    88 2.308923e-01
## 921                        Caravan/Grand Caravan 4WD     9 2.361399e-02
## 922                        Caravan/Grand Caravan AWD    11 2.886154e-02
## 923                        Caravan/Grand Caravan FWD     3 7.871330e-03
## 924                Caravan/Grand Caravan/Ram Van 2WD    24 6.297064e-02
## 925                              Caravan/Ram Van 2WD    24 6.297064e-02
## 926                                        Caravelle    18 4.722798e-02
## 927                                    Cargo Van 2WD    10 2.623777e-02
## 928                                    Cargo Van 4WD     2 5.247553e-03
## 929                                          Carrera     1 2.623777e-03
## 930                                Carrera 2 911 GT3     2 5.247553e-03
## 931                              Carrera 2 Cabriolet    16 4.198043e-02
## 932                          Carrera 2 Cabriolet Kit     5 1.311888e-02
## 933                                  Carrera 2 Coupe    16 4.198043e-02
## 934                              Carrera 2 Coupe Kit     5 1.311888e-02
## 935                            Carrera 2 S Cabriolet    10 2.623777e-02
## 936                                Carrera 2 S Coupe    10 2.623777e-02
## 937                                        Carrera 4     1 2.623777e-03
## 938                              Carrera 4 Cabriolet    14 3.673287e-02
## 939                          Carrera 4 Cabriolet Kit     5 1.311888e-02
## 940                                  Carrera 4 Coupe     8 2.099021e-02
## 941                                      Carrera 4 S     2 5.247553e-03
## 942                            Carrera 4 S Cabriolet    12 3.148532e-02
## 943                        Carrera 4 S Cabriolet Kit     3 7.871330e-03
## 944                                Carrera 4 S Coupe    12 3.148532e-02
## 945                                  Carrera 4 S Kit     5 1.311888e-02
## 946                                Carrera 4 S Targa     6 1.574266e-02
## 947                                  Carrera 4 Targa     6 1.574266e-02
## 948                                       Carrera GT     2 5.247553e-03
## 949                                          Cascada     2 5.247553e-03
## 950                                           Catera     5 1.311888e-02
## 951                                         Cavalier   101 2.650014e-01
## 952                           Cavalier (Bi-fuel CNG)     2 5.247553e-03
## 953                             Cavalier Convertible    32 8.396085e-02
## 954                               Cavalier Dual-fuel     3 7.871330e-03
## 955                                   Cavalier Wagon    47 1.233175e-01
## 956                                          Cayenne    23 6.034686e-02
## 957                                      Cayenne GTS    10 2.623777e-02
## 958                                 Cayenne Platinum     1 2.623777e-03
## 959                                        Cayenne S    15 3.935665e-02
## 960                               Cayenne S e-Hybrid     3 7.871330e-03
## 961                                 Cayenne S Hybrid     4 1.049511e-02
## 962                             Cayenne TransSiberia     1 2.623777e-03
## 963                                    Cayenne Turbo    15 3.935665e-02
## 964                                Cayenne Turbo Kit     1 2.623777e-03
## 965                                  Cayenne Turbo S     5 1.311888e-02
## 966                                           Cayman    20 5.247553e-02
## 967                                       Cayman GT4     1 2.623777e-03
## 968                                       Cayman GTS     4 1.049511e-02
## 969                                         Cayman R     2 5.247553e-03
## 970                                         Cayman S    20 5.247553e-02
## 971                                               CC    20 5.247553e-02
## 972                                       CC 4motion     9 2.361399e-02
## 973                                        Celebrity    35 9.183218e-02
## 974                                  Celebrity Wagon    37 9.707974e-02
## 975                                           Celica    91 2.387637e-01
## 976                               Celica Convertible    25 6.559442e-02
## 977                                     Celica Supra     8 2.099021e-02
## 978                                          Century    60 1.574266e-01
## 979                             Century Estate Wagon     9 2.361399e-02
## 980                                    Century Wagon    41 1.075748e-01
## 981                                       Challenger    39 1.023273e-01
## 982                                    Challenger GT     1 2.623777e-03
## 983                                   Challenger SRT     4 1.049511e-02
## 984                                  Challenger SRT8    16 4.198043e-02
## 985                                          Charade    13 3.410910e-02
## 986                                        Charade E     1 2.623777e-03
## 987                                          Charger    73 1.915357e-01
## 988                                      Charger AWD    23 6.034686e-02
## 989                                    Charger GLH-S     2 5.247553e-03
## 990                                      Charger SRT     2 5.247553e-03
## 991                                     Charger SRT8     7 1.836644e-02
## 992                                     Cherokee 2WD    56 1.469315e-01
## 993                                     Cherokee 4WD    51 1.338126e-01
## 994                     Cherokee 4WD Active Drive II     8 2.099021e-02
## 995                                     Cherokee FWD    11 2.886154e-02
## 996                           Cherokee Trailhawk 4WD     8 2.099021e-02
## 997                                Cherokee/Wagoneer    24 6.297064e-02
## 998                            Cherokee/Wagoneer 2WD     7 1.836644e-02
## 999                            Cherokee/Wagoneer 4WD    34 8.920841e-02
## 1000                                        Chevette    15 3.935665e-02
## 1001                                     Chevette CS     7 1.836644e-02
## 1002                              Chevrolet Cavalier     2 5.247553e-03
## 1003                                        Ciera SL     2 5.247553e-03
## 1004                                  Ciera SL Wagon     1 2.623777e-03
## 1005                                        Cimarron    22 5.772309e-02
## 1006                                          Cirrus    14 3.673287e-02
## 1007                                     Citation II    16 4.198043e-02
## 1008                          City Express Cargo Van     3 7.871330e-03
## 1009                                           Civic   152 3.988141e-01
## 1010                                       Civic 2Dr     7 1.836644e-02
## 1011                                       Civic 4Dr     7 1.836644e-02
## 1012                                       Civic 5Dr     2 5.247553e-03
## 1013                                 Civic 5Dr Sport     2 5.247553e-03
## 1014                                       Civic CNG    13 3.410910e-02
## 1015                                       Civic CRX    29 7.608952e-02
## 1016                                    Civic CRX HF    14 3.673287e-02
## 1017                                   Civic Del Sol    14 3.673287e-02
## 1018                                     Civic HB VX     8 2.099021e-02
## 1019                                        Civic HF     4 1.049511e-02
## 1020                                        Civic HX    12 3.148532e-02
## 1021                                    Civic Hybrid    22 5.772309e-02
## 1022                               Civic Natural Gas     4 1.049511e-02
## 1023                                     Civic Wagon    21 5.509931e-02
## 1024                                 Civic Wagon 4WD    10 2.623777e-02
## 1025                                             CJ7    14 3.673287e-02
## 1026                                         CJ7 4WD    12 3.148532e-02
## 1027                                         CJ8 4WD     1 2.623777e-03
## 1028                                           CL500     9 2.361399e-02
## 1029                                        CL55 AMG     6 1.574266e-02
## 1030                                           CL550     2 5.247553e-03
## 1031                                    CL550 4matic     6 1.574266e-02
## 1032                                           CL600    16 4.198043e-02
## 1033                                        CL63 AMG     7 1.836644e-02
## 1034                                        CL65 AMG     9 2.361399e-02
## 1035                                          CLA250     4 1.049511e-02
## 1036                                   CLA250 4matic     7 1.836644e-02
## 1037                                CLA45 AMG 4matic     2 5.247553e-03
## 1038                                         Classic     4 1.049511e-02
## 1039                                          CLK320     8 2.099021e-02
## 1040                              CLK320 (Cabriolet)     6 1.574266e-02
## 1041                                CLK320 Cabriolet     1 2.623777e-03
## 1042                                          CLK350     4 1.049511e-02
## 1043                              CLK350 (Cabriolet)     4 1.049511e-02
## 1044                                          CLK430     4 1.049511e-02
## 1045                              CLK430 (Cabriolet)     4 1.049511e-02
## 1046                                          CLK500     4 1.049511e-02
## 1047                              CLK500 (Cabriolet)     3 7.871330e-03
## 1048                                       CLK55 AMG     5 1.311888e-02
## 1049                           CLK55 AMG (Cabriolet)     4 1.049511e-02
## 1050                                          CLK550     3 7.871330e-03
## 1051                              CLK550 (Cabriolet)     3 7.871330e-03
## 1052                                       CLK63 AMG     1 2.623777e-03
## 1053                           CLK63 AMG (Cabriolet)     2 5.247553e-03
## 1054                                          CLS400     2 5.247553e-03
## 1055                                   CLS400 4matic     2 5.247553e-03
## 1056                                          CLS500     1 2.623777e-03
## 1057                                       CLS55 AMG     1 2.623777e-03
## 1058                                          CLS550    11 2.886154e-02
## 1059                                   CLS550 4matic     6 1.574266e-02
## 1060                                       CLS63 AMG     8 2.099021e-02
## 1061                                CLS63 AMG 4matic     1 2.623777e-03
## 1062                                     CLS63 AMG S     1 2.623777e-03
## 1063                              CLS63 AMG S 4matic     2 5.247553e-03
## 1064                                         Clubman     8 2.099021e-02
## 1065                                       Clubman S     6 1.574266e-02
## 1066                              Coachbuilder Wagon    12 3.148532e-02
## 1067                                          Cobalt    21 5.509931e-02
## 1068                                    Cobalt Coupe     2 5.247553e-03
## 1069                                    Cobalt Sedan     2 5.247553e-03
## 1070                                 Cobalt SS Coupe     1 2.623777e-03
## 1071                                      Cobalt XFE     2 5.247553e-03
## 1072                                Cobalt XFE Coupe     1 2.623777e-03
## 1073                                Cobalt XFE Sedan     1 2.623777e-03
## 1074                                            CODA     2 5.247553e-03
## 1075                                    Colorado 2WD    45 1.180699e-01
## 1076                                    Colorado 4WD    42 1.101986e-01
## 1077                        Colorado Cab Chassis 2WD     3 7.871330e-03
## 1078                    Colorado Cab Chassis inc 2WD     8 2.099021e-02
## 1079                    Colorado Cab Chassis inc 4WD     6 1.574266e-02
## 1080                           Colorado Crew Cab 2WD    31 8.133708e-02
## 1081                           Colorado Crew Cab 4WD    19 4.985176e-02
## 1082                                            Colt   107 2.807441e-01
## 1083                                      Colt Vista    70 1.836644e-01
## 1084                                  Colt Vista 4WD    18 4.722798e-02
## 1085                                      Colt Wagon    12 3.148532e-02
## 1086                                  Colt Wagon 4WD     4 1.049511e-02
## 1087                                    Comanche 2WD    18 4.722798e-02
## 1088                                    Comanche 4WD    17 4.460420e-02
## 1089                             Comanche Pickup 2WD    26 6.821819e-02
## 1090                             Comanche Pickup 4WD    26 6.821819e-02
## 1091                                   Commander 2WD    15 3.935665e-02
## 1092                                   Commander 4WD    15 3.935665e-02
## 1093                              Commercial Chassis     6 1.574266e-02
## 1094                                     Compass 2WD    25 6.559442e-02
## 1095                                     Compass 4WD    29 7.608952e-02
## 1096                                     Compass FWD    17 4.460420e-02
## 1097                                        Concorde    22 5.772309e-02
## 1098                                    Concorde/LHS     4 1.049511e-02
## 1099                                        Conquest    34 8.920841e-02
## 1100                                   Consulier GTP     3 7.871330e-03
## 1101                                     Continental    34 8.920841e-02
## 1102                                Continental  AWD     3 7.871330e-03
## 1103                                Continental  FWD     2 5.247553e-03
## 1104                             Continental (turbo)     1 2.623777e-03
## 1105                         Continental Flying Spur     8 2.099021e-02
## 1106                                  Continental GT    19 4.985176e-02
## 1107                      Continental GT Convertible     6 1.574266e-02
## 1108                Continental GT Speed Convertible     1 2.623777e-03
## 1109                               Continental GT3-R     1 2.623777e-03
## 1110                                 Continental GTC    11 2.886154e-02
## 1111                                   Continental R    10 2.623777e-02
## 1112                                  Continental SC     4 1.049511e-02
## 1113                         Continental Supersports     3 7.871330e-03
## 1114             Continental Supersports Convertible     3 7.871330e-03
## 1115                                   Continental T     6 1.574266e-02
## 1116                                         Contour    24 6.297064e-02
## 1117                                     Convertible     9 2.361399e-02
## 1118                                          Cooper    23 6.034686e-02
## 1119                                Cooper (3-doors)     4 1.049511e-02
## 1120                                Cooper (5-doors)     2 5.247553e-03
## 1121                                  Cooper Clubman    10 2.623777e-02
## 1122                             Cooper Clubman All4     2 5.247553e-03
## 1123                                  Cooper Clubvan     4 1.049511e-02
## 1124                              Cooper Convertible    26 6.821819e-02
## 1125                               Cooper Countryman    12 3.148532e-02
## 1126                          Cooper Countryman All4     1 2.623777e-03
## 1127                         Cooper Countryman Coupe     2 5.247553e-03
## 1128                                    Cooper Coupe     8 2.099021e-02
## 1129                           Cooper Hardtop 2 door     4 1.049511e-02
## 1130                           Cooper Hardtop 4 door     4 1.049511e-02
## 1131                                  Cooper Paceman     6 1.574266e-02
## 1132                                 Cooper Roadster     8 2.099021e-02
## 1133                                        Cooper S    20 5.247553e-02
## 1134                              Cooper S (3-doors)     4 1.049511e-02
## 1135                              Cooper S (5-doors)     2 5.247553e-03
## 1136                                Cooper S Clubman    12 3.148532e-02
## 1137                           Cooper S Clubman All4     2 5.247553e-03
## 1138                            Cooper S Convertible    26 6.821819e-02
## 1139                             Cooper S Countryman    12 3.148532e-02
## 1140                        Cooper S Countryman All4    12 3.148532e-02
## 1141                       Cooper S Countryman Coupe     2 5.247553e-03
## 1142                  Cooper S Countryman Coupe All4     2 5.247553e-03
## 1143                                  Cooper S Coupe     8 2.099021e-02
## 1144                         Cooper S Hardtop 2 door     4 1.049511e-02
## 1145                         Cooper S Hardtop 4 door     4 1.049511e-02
## 1146                         Cooper S JCWorks GP Kit     1 2.623777e-03
## 1147                                Cooper S Paceman     6 1.574266e-02
## 1148                           Cooper S Paceman All4     6 1.574266e-02
## 1149                               Cooper S Roadster     8 2.099021e-02
## 1150                                          Cordia    21 5.509931e-02
## 1151                                        Corniche     4 1.049511e-02
## 1152                                     Corniche II     5 1.311888e-02
## 1153                         Corniche II/Continental     1 2.623777e-03
## 1154                                    Corniche III     2 5.247553e-03
## 1155                                     Corniche IV     4 1.049511e-02
## 1156                                      Corniche S     1 2.623777e-03
## 1157                            Corniche/Continental     1 2.623777e-03
## 1158                                         Corolla   123 3.227245e-01
## 1159                          Corolla All-Trac Wagon    10 2.623777e-02
## 1160                                      Corolla FX     6 1.574266e-02
## 1161                                      Corolla iM     2 5.247553e-03
## 1162                                  Corolla LE Eco     8 2.099021e-02
## 1163                                   Corolla Sport    14 3.673287e-02
## 1164                                   Corolla Wagon    18 4.722798e-02
## 1165                                         Corrado     5 1.311888e-02
## 1166                                     Corrado SLC     7 1.836644e-02
## 1167                                         Corsica    35 9.183218e-02
## 1168                                        Corvette    94 2.466350e-01
## 1169                            Corvette Convertible     7 1.836644e-02
## 1170                                          Cougar    58 1.521790e-01
## 1171                                        Countach     5 1.311888e-02
## 1172                                 Countach Lp500s     2 5.247553e-03
## 1173                                           Coupe     2 5.247553e-03
## 1174                             Coupe and Gransport     2 5.247553e-03
## 1175                      Coupe Cambiocorsa/coupe GT     2 5.247553e-03
## 1176                      Coupe Cambiocorsa/Coupe GT     4 1.049511e-02
## 1177                    Coupe Cambiocorsa/GT/G-Sport     2 5.247553e-03
## 1178                                        Coupe GT    16 4.198043e-02
## 1179                                   Coupe quattro     2 5.247553e-03
## 1180                                         Courier     7 1.836644e-02
## 1181                              Courier Pickup 2WD     2 5.247553e-03
## 1182                              Courier Pickup 4WD     2 5.247553e-03
## 1183                                        CR-V 2WD    21 5.509931e-02
## 1184                                        CR-V 4WD    30 7.871330e-02
## 1185                                        CR-V AWD     2 5.247553e-03
## 1186                                        CR-V FWD     2 5.247553e-03
## 1187                                            CR-Z    12 3.148532e-02
## 1188                                        Cressida    15 3.935665e-02
## 1189                                  Cressida Wagon     5 1.311888e-02
## 1190                                       Crossfire     2 5.247553e-03
## 1191                                 Crossfire Coupe    10 2.623777e-02
## 1192                              Crossfire Roadster    10 2.623777e-02
## 1193                                   Crosstour 2WD     8 2.099021e-02
## 1194                                   Crosstour 4WD     4 1.049511e-02
## 1195                                   Crosstrek AWD     2 5.247553e-03
## 1196                                  Crown Victoria    15 3.935665e-02
## 1197                              Crown Victoria CNG     8 2.099021e-02
## 1198                              Crown Victoria FFV     4 1.049511e-02
## 1199                           Crown Victoria Police    14 3.673287e-02
## 1200                                           Cruze    25 6.559442e-02
## 1201                                       Cruze Eco    10 2.623777e-02
## 1202                                 Cruze Hatchback     2 5.247553e-03
## 1203                                   Cruze Limited     4 1.049511e-02
## 1204                              Cruze Limited  Eco     2 5.247553e-03
## 1205                                   Cruze Premier     2 5.247553e-03
## 1206                         Cruze Premier Hatchback     1 2.623777e-03
## 1207                                             CSX     1 2.623777e-03
## 1208                                         CT 200h     7 1.836644e-02
## 1209                                             CT6     2 5.247553e-03
## 1210                                         CT6 AWD     4 1.049511e-02
## 1211                                             CTS    53 1.390602e-01
## 1212                                           CTS-V     8 2.099021e-02
## 1213                                         CTS AWD    15 3.935665e-02
## 1214                                       CTS Sedan     9 2.361399e-02
## 1215                                   CTS Sedan AWD     6 1.574266e-02
## 1216                                           CTS V     2 5.247553e-03
## 1217                                       CTS Wagon    18 4.722798e-02
## 1218                                   CTS Wagon AWD    10 2.623777e-02
## 1219                                            Cube    12 3.148532e-02
## 1220                                  Custom Cruiser     8 2.099021e-02
## 1221                            Custom Cruiser Wagon     6 1.574266e-02
## 1222                                         Cutlass     5 1.311888e-02
## 1223                                  Cutlass Calais    21 5.509931e-02
## 1224                                   Cutlass Ciera    50 1.311888e-01
## 1225                                 Cutlass Cruiser    29 7.608952e-02
## 1226                           Cutlass Cruiser Wagon    18 4.722798e-02
## 1227                                 Cutlass Supreme    53 1.390602e-01
## 1228                         Cutlass Supreme Classic     1 2.623777e-03
## 1229                                        CX-3 2WD     2 5.247553e-03
## 1230                                        CX-3 4WD     2 5.247553e-03
## 1231                                        CX-5 2WD    10 2.623777e-02
## 1232                                        CX-5 4WD     6 1.574266e-02
## 1233                                        CX-7 2WD     9 2.361399e-02
## 1234                                        CX-7 4WD     6 1.574266e-02
## 1235                                        CX-9 2WD    11 2.886154e-02
## 1236                                        CX-9 4WD    11 2.886154e-02
## 1237                                       CX 25 GTI     2 5.247553e-03
## 1238                                  CX 25 Prestige     1 2.623777e-03
## 1239                                        CX 25Tri     2 5.247553e-03
## 1240                                        Cxestate     3 7.871330e-03
## 1241                            D100/D150 Pickup 2WD   112 2.938630e-01
## 1242                            D250 Cab Chassis 2WD     9 2.361399e-02
## 1243                                 D250 Pickup 2WD    73 1.915357e-01
## 1244                     D250 Pickup Cab Chassis 2WD     1 2.623777e-03
## 1245                          Dakota Cab Chassis 2WD    23 6.034686e-02
## 1246                               Dakota Pickup 2WD   108 2.833679e-01
## 1247                           Dakota Pickup 2WD FFV     1 2.623777e-03
## 1248                               Dakota Pickup 4WD    88 2.308923e-01
## 1249                           Dakota Pickup 4WD FFV     1 2.623777e-03
## 1250                                            Dart    23 6.034686e-02
## 1251                                       Dart Aero     8 2.099021e-02
## 1252                                         Dart GT     6 1.574266e-02
## 1253                                            Dawn     2 5.247553e-03
## 1254                                         Daytona    59 1.548028e-01
## 1255                                   DB-7 GT Coupe     1 2.623777e-03
## 1256                                 DB-7 GT Volante     1 2.623777e-03
## 1257                              DB-7 Vantage Coupe     4 1.049511e-02
## 1258                            DB-7 Vantage Volante     4 1.049511e-02
## 1259                                          DB AR1     2 5.247553e-03
## 1260                              DB132/144 - Diablo     1 2.623777e-03
## 1261                                DB132/144 Diablo     3 7.871330e-03
## 1262                                    DB132/Diablo     8 2.099021e-02
## 1263                                       DB7 Coupe     4 1.049511e-02
## 1264                                     DB7 Volante     4 1.049511e-02
## 1265                                             DB9    13 3.410910e-02
## 1266                                       DB9 Coupe     4 1.049511e-02
## 1267                                DB9 Coupe Manual     3 7.871330e-03
## 1268                                     DB9 Volante     5 1.311888e-02
## 1269                              DB9 Volante Manual     3 7.871330e-03
## 1270                                             DBS     6 1.574266e-02
## 1271                                       DBS Coupe     2 5.247553e-03
## 1272                                    Defender 110     1 2.623777e-03
## 1273                                     Defender 90     3 7.871330e-03
## 1274                                         Del Sol    10 2.623777e-02
## 1275                                      Delta 204T     2 5.247553e-03
## 1276                                        Delta 88     9 2.361399e-02
## 1277                                 Delta 88 Royale    10 2.623777e-02
## 1278                               Detomaso Mangusta     1 2.623777e-03
## 1279                                         DeVille    13 3.410910e-02
## 1280                              DeVille/60 Special     1 2.623777e-03
## 1281                               DeVille/Concourse     4 1.049511e-02
## 1282                                        Diamante    16 4.198043e-02
## 1283                                  Diamante Sedan     4 1.049511e-02
## 1284                                  Diamante Wagon     2 5.247553e-03
## 1285                                        Diplomat    18 4.722798e-02
## 1286                                       Discovery    10 2.623777e-02
## 1287                             Discovery Series II     6 1.574266e-02
## 1288                                 Discovery Sport     3 7.871330e-03
## 1289                               DJ Po Vehicle 2WD     2 5.247553e-03
## 1290                                    Dovell 230CE     2 5.247553e-03
## 1291                                     Dovell 230E     2 5.247553e-03
## 1292                                             DTS    11 2.886154e-02
## 1293                                       Duntov GT     2 5.247553e-03
## 1294                                     Durango 2WD    39 1.023273e-01
## 1295                                     Durango 4WD    34 8.920841e-02
## 1296                                     Durango AWD     8 2.099021e-02
## 1297                                     Durango HEV     1 2.623777e-03
## 1298                                     Durango RWD     8 2.099021e-02
## 1299                                         Dynasty    16 4.198043e-02
## 1300                                          e-Golf     2 5.247553e-03
## 1301                              E Class/New Yorker     6 1.574266e-02
## 1302                                 E150 Club Wagon    77 2.020308e-01
## 1303                             E150 Club Wagon 2WD    12 3.148532e-02
## 1304                              E150 Econoline 2WD   105 2.754965e-01
## 1305                                    E150 Van FFV     8 2.099021e-02
## 1306                                  E150 Wagon FFV     8 2.099021e-02
## 1307                                    E250 Bluetec     3 7.871330e-03
## 1308                             E250 Bluetec 4matic     3 7.871330e-03
## 1309                                        E250 CNG     1 2.623777e-03
## 1310                              E250 Econoline 2WD    71 1.862881e-01
## 1311                          E250 Econoline 2WD CNG     3 7.871330e-03
## 1312                                    E250 Van FFV     8 2.099021e-02
## 1313                                            E300     1 2.623777e-03
## 1314                                     E300 4matic     1 2.623777e-03
## 1315                                     E300 Diesel     3 7.871330e-03
## 1316                                E300 Turbodiesel     2 5.247553e-03
## 1317                                            E320     8 2.099021e-02
## 1318                                    E320 (Wagon)     6 1.574266e-02
## 1319                                     E320 4matic     2 5.247553e-03
## 1320                                     E320 4Matic     3 7.871330e-03
## 1321                             E320 4matic (Wagon)     2 5.247553e-03
## 1322                             E320 4Matic (Wagon)     4 1.049511e-02
## 1323                                    E320 Bluetec     3 7.871330e-03
## 1324                                        E320 Cdi     2 5.247553e-03
## 1325                                E320 Convertible     2 5.247553e-03
## 1326                                      E320 Coupe     2 5.247553e-03
## 1327                                      E320 Sedan     5 1.311888e-02
## 1328                               E320 Sedan 4Matic     1 2.623777e-03
## 1329                                      E320 Wagon     5 1.311888e-02
## 1330                               E320 Wagon 4Matic     1 2.623777e-03
## 1331                                            E350    17 4.460420e-02
## 1332                                    E350 (wagon)     1 2.623777e-03
## 1333                                     E350 4matic    16 4.198043e-02
## 1334                                     E350 4Matic     1 2.623777e-03
## 1335                             E350 4matic (wagon)    10 2.623777e-02
## 1336                               E350 4matic Coupe     8 2.099021e-02
## 1337                                    E350 Bluetec     3 7.871330e-03
## 1338                                E350 Convertible     8 2.099021e-02
## 1339                                      E350 Coupe    11 2.886154e-02
## 1340                                        E350 Van     4 1.049511e-02
## 1341                                    E350 Van FFV     4 1.049511e-02
## 1342                                      E350 Wagon     4 1.049511e-02
## 1343                                  E350 Wagon FFV     4 1.049511e-02
## 1344                                            E400     2 5.247553e-03
## 1345                                     E400 4matic     2 5.247553e-03
## 1346                             E400 4matic (wagon)     1 2.623777e-03
## 1347                               E400 4matic Coupe     3 7.871330e-03
## 1348                                E400 Convertible     3 7.871330e-03
## 1349                                      E400 Coupe     3 7.871330e-03
## 1350                                     E400 Hybrid     3 7.871330e-03
## 1351                                            E420     3 7.871330e-03
## 1352                                            E430     4 1.049511e-02
## 1353                                     E430 4Matic     3 7.871330e-03
## 1354                                            E500     5 1.311888e-02
## 1355                                    E500 (Wagon)     1 2.623777e-03
## 1356                                     E500 4matic     3 7.871330e-03
## 1357                             E500 4matic (wagon)     1 2.623777e-03
## 1358                             E500 4matic (Wagon)     2 5.247553e-03
## 1359                                         E55 AMG     8 2.099021e-02
## 1360                                 E55 AMG (wagon)     1 2.623777e-03
## 1361                                 E55 AMG (Wagon)     1 2.623777e-03
## 1362                                            E550     5 1.311888e-02
## 1363                                     E550 4matic     9 2.361399e-02
## 1364                                E550 Convertible     7 1.836644e-02
## 1365                                      E550 Coupe     8 2.099021e-02
## 1366                                              e6     4 1.049511e-02
## 1367                                         E63 AMG     8 2.099021e-02
## 1368                                 E63 AMG (wagon)     5 1.311888e-02
## 1369                                  E63 AMG 4matic     2 5.247553e-03
## 1370                          E63 AMG 4matic (wagon)     1 2.623777e-03
## 1371                                       E63 AMG S     1 2.623777e-03
## 1372                                E63 AMG S 4matic     2 5.247553e-03
## 1373                        E63 AMG S 4matic (wagon)     2 5.247553e-03
## 1374                                           Eagle     3 7.871330e-03
## 1375                                 Eagle 4DR Wagon     3 7.871330e-03
## 1376                                       Eagle 4WD    11 2.886154e-02
## 1377                                  Eagle SX/4 4WD    11 2.886154e-02
## 1378                                            Echo    12 3.148532e-02
## 1379                                         Eclipse   133 3.489623e-01
## 1380                             Eclipse Convertible    16 4.198043e-02
## 1381                                  Eclipse Spyder    44 1.154462e-01
## 1382                                        Edge AWD    23 6.034686e-02
## 1383                                        Edge FWD    26 6.821819e-02
## 1384                                    Eight/Mulsan     6 1.574266e-02
## 1385                                Eight/Mulsanne S     1 2.623777e-03
## 1386                          Eight/Mulsanne S and S     1 2.623777e-03
## 1387                                    Eighty-Eight     9 2.361399e-02
## 1388                            Eighty-Eight/Regency     4 1.049511e-02
## 1389                        Eighty-Eight/Regency/LSS     2 5.247553e-03
## 1390                            El Camino Pickup 2WD    24 6.297064e-02
## 1391                                            Elan     3 7.871330e-03
## 1392                                         Elantra    68 1.784168e-01
## 1393                                    Elantra Blue     2 5.247553e-03
## 1394                                   Elantra Coupe     5 1.311888e-02
## 1395                                      Elantra GT    10 2.623777e-02
## 1396                               Elantra Hatchback     1 2.623777e-03
## 1397                                 Elantra Limited     3 7.871330e-03
## 1398                                      Elantra SE     1 2.623777e-03
## 1399                                 Elantra Touring     8 2.099021e-02
## 1400                                   Elantra Wagon    10 2.623777e-02
## 1401                                        Eldorado    24 6.297064e-02
## 1402                            Eldorado Convertible     3 7.871330e-03
## 1403                            Electra Estate Wagon     3 7.871330e-03
## 1404                             Electra/Park Avenue    16 4.198043e-02
## 1405                                     Element 2WD    17 4.460420e-02
## 1406                                     Element 4WD    18 4.722798e-02
## 1407                                     Elise/exige     1 2.623777e-03
## 1408                                     Elise/Exige    11 2.886154e-02
## 1409                                             ELR     3 7.871330e-03
## 1410                                       ELR Sport     1 2.623777e-03
## 1411                                     Enclave AWD    10 2.623777e-02
## 1412                                     Enclave FWD    10 2.623777e-02
## 1413                                          Encore     7 1.836644e-02
## 1414                                      Encore AWD     7 1.836644e-02
## 1415                                        Endeavor     2 5.247553e-03
## 1416                                    Endeavor 2WD     7 1.836644e-02
## 1417                                    Endeavor 4WD     3 7.871330e-03
## 1418                                    Endeavor AWD     4 1.049511e-02
## 1419                                       Entourage     5 1.311888e-02
## 1420                                    Envision AWD     3 7.871330e-03
## 1421                                    Envision FWD     1 2.623777e-03
## 1422                                       Envoy 2WD    13 3.410910e-02
## 1423                                       Envoy 4WD    13 3.410910e-02
## 1424                                    Envoy XL 2WD     9 2.361399e-02
## 1425                                    Envoy XL 4WD    10 2.623777e-02
## 1426                                   Envoy XUV 2WD     3 7.871330e-03
## 1427                                   Envoy XUV 4WD     3 7.871330e-03
## 1428                                    Enzo Ferrari     1 2.623777e-03
## 1429                                             Eos    17 4.460420e-02
## 1430                                           Epica     3 7.871330e-03
## 1431                                     Equator 2WD    12 3.148532e-02
## 1432                                     Equator 4WD     4 1.049511e-02
## 1433                                     Equinox AWD    33 8.658463e-02
## 1434                                     Equinox FWD    33 8.658463e-02
## 1435                                           Equus     6 1.574266e-02
## 1436                                           ERD 1     1 2.623777e-03
## 1437                                          ES 250     4 1.049511e-02
## 1438                                          ES 300    14 3.673287e-02
## 1439                                         ES 300h     5 1.311888e-02
## 1440                                          ES 330     3 7.871330e-03
## 1441                                          ES 350    11 2.886154e-02
## 1442                                    Escalade 2WD    17 4.460420e-02
## 1443                                Escalade 2WD FFV     1 2.623777e-03
## 1444                                    Escalade 4WD     6 1.574266e-02
## 1445                                    Escalade AWD    12 3.148532e-02
## 1446                                Escalade AWD FFV     1 2.623777e-03
## 1447                                Escalade ESV 2WD     8 2.099021e-02
## 1448                            Escalade ESV 2WD FFV     1 2.623777e-03
## 1449                                Escalade ESV 4WD     2 5.247553e-03
## 1450                                Escalade ESV AWD     8 2.099021e-02
## 1451                                Escalade Ext AWD     8 2.099021e-02
## 1452                             Escalade Hybrid 2WD     5 1.311888e-02
## 1453                             Escalade Hybrid 4WD     3 7.871330e-03
## 1454                                      Escape 2WD    11 2.886154e-02
## 1455                                      Escape 4WD    22 5.772309e-02
## 1456                                  Escape 4WD FFV     2 5.247553e-03
## 1457                                      Escape AWD    11 2.886154e-02
## 1458                                  Escape AWD FFV     1 2.623777e-03
## 1459                                      Escape FWD    33 8.658463e-02
## 1460                                  Escape FWD FFV     4 1.049511e-02
## 1461                               Escape Hybrid 2WD     1 2.623777e-03
## 1462                               Escape Hybrid 4WD     7 1.836644e-02
## 1463                               Escape Hybrid AWD     1 2.623777e-03
## 1464                               Escape Hybrid FWD     7 1.836644e-02
## 1465                                          Escort    89 2.335161e-01
## 1466                                       Escort FS     4 1.049511e-02
## 1467                                    Escort Wagon    57 1.495553e-01
## 1468                                      Escort ZX2    12 3.148532e-02
## 1469                                          Esprit     2 5.247553e-03
## 1470                                    Esprit Turbo    11 2.886154e-02
## 1471                              Esprit Turbo HC PI     2 5.247553e-03
## 1472                                       Esprit V8     7 1.836644e-02
## 1473                                    Estate Wagon     1 2.623777e-03
## 1474                                          Esteem    21 5.509931e-02
## 1475                                    Esteem Wagon    15 3.935665e-02
## 1476                                         Eurovan    10 2.623777e-02
## 1477                                  Eurovan Camper     8 2.099021e-02
## 1478                                         EV Plus     2 5.247553e-03
## 1479                                             EV1     2 5.247553e-03
## 1480                                           Evora    19 4.985176e-02
## 1481                                            EX35     7 1.836644e-02
## 1482                                        EX35 AWD     3 7.871330e-03
## 1483                                            EX37     1 2.623777e-03
## 1484                                        EX37 AWD     1 2.623777e-03
## 1485                                           Excel    27 7.084197e-02
## 1486                       Executive Sedan/Limousine     3 7.871330e-03
## 1487                                             EXP    19 4.985176e-02
## 1488                                  Expedition 2WD    23 6.034686e-02
## 1489                              Expedition 2WD FFV     6 1.574266e-02
## 1490                                  Expedition 4WD    21 5.509931e-02
## 1491                              Expedition 4WD FFV     5 1.311888e-02
## 1492                               Expedition EL 2WD     3 7.871330e-03
## 1493                               Expedition EL 4WD     3 7.871330e-03
## 1494                        Expedition Limo. 2WD FFV     1 2.623777e-03
## 1495                                    Explorer 2WD    50 1.311888e-01
## 1496                                Explorer 2WD FFV     9 2.361399e-02
## 1497                                    Explorer 4WD    51 1.338126e-01
## 1498                                Explorer 4WD FFV     4 1.049511e-02
## 1499                                    Explorer AWD    13 3.410910e-02
## 1500                                Explorer AWD FFV     5 1.311888e-02
## 1501                                    Explorer FWD    14 3.673287e-02
## 1502                              Explorer Sport 2WD     6 1.574266e-02
## 1503                          Explorer Sport 2WD FFV     1 2.623777e-03
## 1504                              Explorer Sport 4WD     6 1.574266e-02
## 1505                          Explorer Sport 4WD FFV     1 2.623777e-03
## 1506                         Explorer Sport Trac 2WD    14 3.673287e-02
## 1507                     Explorer Sport Trac 2WD FFV     2 5.247553e-03
## 1508                         Explorer Sport Trac 4WD    14 3.673287e-02
## 1509                     Explorer Sport Trac 4WD FFV     2 5.247553e-03
## 1510                               Explorer USPS 2WD     1 2.623777e-03
## 1511                           Explorer USPS 2WD FFV     1 2.623777e-03
## 1512                               Explorer USPS 4WD     1 2.623777e-03
## 1513                           Explorer USPS 4WD FFV     1 2.623777e-03
## 1514                          Explorer USPS Electric     2 5.247553e-03
## 1515                                            Expo    17 4.460420e-02
## 1516                                        Expo.LRV    18 4.722798e-02
## 1517                          Express 1500 2WD Cargo     9 2.361399e-02
## 1518                      Express 1500 2WD Cargo FFV     1 2.623777e-03
## 1519               Express 1500 2WD Conversion Cargo     4 1.049511e-02
## 1520           Express 1500 2WD Conversion Cargo FFV     1 2.623777e-03
## 1521                      Express 1500 2WD Passenger     6 1.574266e-02
## 1522                  Express 1500 2WD Passenger FFV     1 2.623777e-03
## 1523                                Express 1500 AWD     8 2.099021e-02
## 1524                          Express 1500 AWD Cargo     4 1.049511e-02
## 1525                      Express 1500 AWD Cargo FFV     1 2.623777e-03
## 1526               Express 1500 AWD Conversion Cargo     4 1.049511e-02
## 1527           Express 1500 AWD Conversion Cargo FFV     1 2.623777e-03
## 1528                      Express 1500 AWD Passenger     6 1.574266e-02
## 1529                  Express 1500 AWD Passenger FFV     1 2.623777e-03
## 1530                           Express 1500/2500 2WD    33 8.658463e-02
## 1531                          Express 2500 2WD Cargo     2 5.247553e-03
## 1532               Express 2500 2WD Conversion Cargo     6 1.574266e-02
## 1533                      Express 2500 2WD Passenger    13 3.410910e-02
## 1534                          Express 3500 2WD Cargo     2 5.247553e-03
## 1535                      Express 3500 2WD Passenger    12 3.148532e-02
## 1536                         Express Cargo (Bi-fuel)     1 2.623777e-03
## 1537                   Express Cargo (dedicated CNG)     1 2.623777e-03
## 1538                     Express Passenger (Bi-fuel)     1 2.623777e-03
## 1539               Express Passenger (dedicated CNG)     1 2.623777e-03
## 1540                                          F-Pace     2 5.247553e-03
## 1541                              F-Type Convertible     6 1.574266e-02
## 1542                                    F-Type Coupe     5 1.311888e-02
## 1543                        F-Type R AWD Convertible     2 5.247553e-03
## 1544                              F-Type R AWD Coupe     2 5.247553e-03
## 1545                            F-Type R Convertible     1 2.623777e-03
## 1546                                  F-Type R Coupe     1 2.623777e-03
## 1547                        F-Type S AWD Convertible     2 5.247553e-03
## 1548                              F-Type S AWD Coupe     2 5.247553e-03
## 1549                            F-Type S Convertible     6 1.574266e-02
## 1550                                  F-Type S Coupe     5 1.311888e-02
## 1551                         F-Type V8 S Convertible     2 5.247553e-03
## 1552                                            F 40     1 2.623777e-03
## 1553                                             F12     8 2.099021e-02
## 1554                                  F12 Berlinetta     2 5.247553e-03
## 1555                                         F12 tdf     4 1.049511e-02
## 1556                                            F141     2 5.247553e-03
## 1557                     F150 2.7L 2WD GVWR>6649 LBS     1 2.623777e-03
## 1558     F150 2.7L 2WD GVWR>6649 LBS PAYLOAD PACKAGE     1 2.623777e-03
## 1559                     F150 2.7L 4WD GVWR>6649 LBS     1 2.623777e-03
## 1560     F150 2.7L 4WD GVWR>6799 LBS PAYLOAD PACKAGE     1 2.623777e-03
## 1561                   F150 2WD BASE PAYLOAD LT TIRE     2 5.247553e-03
## 1562                     F150 3.5L 2WD GVWR>7599 LBS     1 2.623777e-03
## 1563     F150 3.5L 2WD GVWR>7599 LBS PAYLOAD PACKAGE     1 2.623777e-03
## 1564                     F150 3.5L 4WD GVWR>7599 LBS     1 2.623777e-03
## 1565     F150 3.5L 4WD GVWR>7599 LBS PAYLOAD PACKAGE     1 2.623777e-03
## 1566                   F150 4WD BASE PAYLOAD LT TIRE     2 5.247553e-03
## 1567               F150 4WD FFV BASE PAYLOAD LT TIRE     1 2.623777e-03
## 1568                 F150 5.0L 2WD FFV GVWR>7599 LBS     1 2.623777e-03
## 1569 F150 5.0L 2WD FFV GVWR>7599 LBS PAYLOAD PACKAGE     1 2.623777e-03
## 1570                 F150 5.0L 4WD FFV GVWR>7599 LBS     1 2.623777e-03
## 1571 F150 5.0L 4WD FFV GVWR>7599 LBS PAYLOAD PACKAGE     1 2.623777e-03
## 1572                                        F150 CNG     4 1.049511e-02
## 1573                        F150 Dual-fuel 2WD (CNG)     4 1.049511e-02
## 1574                        F150 Dual-fuel 2WD (LPG)     4 1.049511e-02
## 1575                        F150 Dual-fuel 4WD (CNG)     4 1.049511e-02
## 1576                        F150 Dual-fuel 4WD (LPG)     4 1.049511e-02
## 1577                                 F150 Pickup 2WD   209 5.483693e-01
## 1578                             F150 Pickup 2WD CNG     1 2.623777e-03
## 1579                             F150 Pickup 2WD FFV    27 7.084197e-02
## 1580                                 F150 Pickup 4WD   187 4.906462e-01
## 1581                             F150 Pickup 4WD FFV    27 7.084197e-02
## 1582                                 F150 RAPTOR 4WD     1 2.623777e-03
## 1583                          F150 Raptor Pickup 4WD     5 1.311888e-02
## 1584                                    F150 SFE 2WD     1 2.623777e-03
## 1585                                 F150 STX SE 2WD     2 5.247553e-03
## 1586                             F150 STX SE 2WD FFV     2 5.247553e-03
## 1587                               F150 Supercharged     1 2.623777e-03
## 1588                                            F250     5 1.311888e-02
## 1589                                 F250 Pickup 2WD   106 2.781203e-01
## 1590                             F250 Pickup 2WD CNG     2 5.247553e-03
## 1591                                 F250 Pickup 4WD    57 1.495553e-01
## 1592                     F250 Pickup Cab Chassis 2WD     3 7.871330e-03
## 1593                                     F355/355 F1     2 5.247553e-03
## 1594                                             F40     2 5.247553e-03
## 1595                                            F430    10 2.623777e-02
## 1596                                     F60 America     2 5.247553e-03
## 1597                               Ferrari 348 TB/TS     1 2.623777e-03
## 1598                        Ferrari 348 TB/TS/Spider     3 7.871330e-03
## 1599                                     Ferrari 456     2 5.247553e-03
## 1600                                  Ferrari 456 GT     1 2.623777e-03
## 1601                              Ferrari 456 GT/GTA     2 5.247553e-03
## 1602                                  Ferrari 512 TR     2 5.247553e-03
## 1603                           Ferrari 550 Maranello     1 2.623777e-03
## 1604                                    Ferrari F355     1 2.623777e-03
## 1605                     Ferrari F355 Berlinetta/GTS     2 5.247553e-03
## 1606                             Ferrari F355/355 F1     2 5.247553e-03
## 1607                                     Ferrari F50     1 2.623777e-03
## 1608                                   Ferrari F512M     1 2.623777e-03
## 1609                     Ferrari Mondial T/Cabriolet     4 1.049511e-02
## 1610                                         Festiva    13 3.410910e-02
## 1611                                              FF    10 2.623777e-02
## 1612                                           Fiero    22 5.772309e-02
## 1613                                          Fiesta     2 5.247553e-03
## 1614                                      Fiesta FWD    12 3.148532e-02
## 1615                                      Fiesta SFE     1 2.623777e-03
## 1616                                  Fiesta SFE FWD     7 1.836644e-02
## 1617                                   Fiesta ST FWD     4 1.049511e-02
## 1618                           Fifth Avenue/Imperial     2 5.247553e-03
## 1619                                        Firebird    35 9.183218e-02
## 1620                                Firebird/Formula    27 7.084197e-02
## 1621                               Firebird/Trans Am    47 1.233175e-01
## 1622                       Firebird/Trans Am/Formula     8 2.099021e-02
## 1623                                         Firefly    22 5.772309e-02
## 1624                                      Firefly FE     2 5.247553e-03
## 1625                                         Firenza    38 9.970351e-02
## 1626                                 Firenza Cruiser    14 3.673287e-02
## 1627                           Firenza Cruiser Wagon    20 5.247553e-02
## 1628                                             Fit    30 7.871330e-02
## 1629                                          Fit EV     2 5.247553e-03
## 1630                                Five Hundred AWD     3 7.871330e-03
## 1631                                Five Hundred FWD     5 1.311888e-02
## 1632                                  FJ Cruiser 2WD     8 2.099021e-02
## 1633                                  FJ Cruiser 4WD    16 4.198043e-02
## 1634                                FJ8c Post Office     2 5.247553e-03
## 1635                                       Fleetwood     5 1.311888e-02
## 1636                              Fleetwood Brougham     1 2.623777e-03
## 1637                        Fleetwood Brougham (RWD)     2 5.247553e-03
## 1638                               Fleetwood/DeVille     6 1.574266e-02
## 1639                         Fleetwood/DeVille (FWD)     5 1.311888e-02
## 1640                                        Flex AWD    17 4.460420e-02
## 1641                                        Flex FWD     9 2.361399e-02
## 1642                                     Flying Spur     8 2.099021e-02
## 1643                                           Focus    38 9.970351e-02
## 1644                                  Focus Electric     6 1.574266e-02
## 1645                                       Focus FWD    32 8.396085e-02
## 1646                                   Focus FWD FFV    18 4.722798e-02
## 1647                                    Focus RS AWD     2 5.247553e-03
## 1648                                   Focus SFE FWD     2 5.247553e-03
## 1649                               Focus SFE FWD FFV     3 7.871330e-03
## 1650                                    Focus ST FWD     2 5.247553e-03
## 1651                             Focus Station Wagon    27 7.084197e-02
## 1652                      Foose F150 Regular Cab 2WD     1 2.623777e-03
## 1653                      Foose F150 Regular Cab 4WD     1 2.623777e-03
## 1654                        Foose F150 Super Cab 2WD     1 2.623777e-03
## 1655                        Foose F150 Super Cab 4WD     1 2.623777e-03
## 1656                       Foose F150 Super Crew 2WD     1 2.623777e-03
## 1657                       Foose F150 Super Crew 4WD     1 2.623777e-03
## 1658                                         Forenza    10 2.623777e-02
## 1659                                   Forenza Wagon     8 2.099021e-02
## 1660                                    Forester AWD    59 1.548028e-01
## 1661                                          Formal     1 2.623777e-03
## 1662                                           Forsa     4 1.049511e-02
## 1663                                     Forsa Turbo     2 5.247553e-03
## 1664                                           Forte    30 7.871330e-02
## 1665                                         Forte 5    13 3.410910e-02
## 1666                                       Forte Eco     4 1.049511e-02
## 1667                                      Forte Koup    27 7.084197e-02
## 1668                                fortwo cabriolet     8 2.099021e-02
## 1669                              fortwo convertible     2 5.247553e-03
## 1670                                    fortwo coupe    12 3.148532e-02
## 1671                 fortwo electric drive cabriolet     1 2.623777e-03
## 1672               fortwo electric drive convertible     4 1.049511e-02
## 1673                     fortwo electric drive coupe     5 1.311888e-02
## 1674                                             Fox    12 3.148532e-02
## 1675                                    Fox GL Wagon     1 2.623777e-03
## 1676                                       Fox Wagon     3 7.871330e-03
## 1677                                            FR-S     8 2.099021e-02
## 1678                                      Freelander     3 7.871330e-03
## 1679                               Freelander 3 Door     1 2.623777e-03
## 1680                               Freelander 5 Door     1 2.623777e-03
## 1681                          Freestar Cargo Van FWD     7 1.836644e-02
## 1682                              Freestar Wagon FWD     8 2.099021e-02
## 1683                                   Freestyle AWD     3 7.871330e-03
## 1684                                   Freestyle FWD     3 7.871330e-03
## 1685                                    Frontier 2WD    60 1.574266e-01
## 1686                                Frontier 2WD FFV     1 2.623777e-03
## 1687                                    Frontier 4WD    23 6.034686e-02
## 1688                                Frontier 4WD FFV     1 2.623777e-03
## 1689                                 Frontier V6 2WD    24 6.297064e-02
## 1690                                 Frontier V6 4WD    26 6.821819e-02
## 1691                                           Fuego    11 2.886154e-02
## 1692                                   Funeral Coach     1 2.623777e-03
## 1693                              Funeral Coach  2WD     2 5.247553e-03
## 1694                          Funeral Coach / Hearse     9 2.361399e-02
## 1695                            Funeral Coach/Hearse     3 7.871330e-03
## 1696                                          Fusion     9 2.361399e-02
## 1697                                      Fusion AWD    12 3.148532e-02
## 1698                                  Fusion AWD FFV     3 7.871330e-03
## 1699                    Fusion Energi Plug-in Hybrid     5 1.311888e-02
## 1700                                      Fusion FWD    35 9.183218e-02
## 1701                                  Fusion FWD FFV     3 7.871330e-03
## 1702                               Fusion Hybrid FWD     8 2.099021e-02
## 1703                                    Fusion S FWD     4 1.049511e-02
## 1704                                        FX35 2WD     1 2.623777e-03
## 1705                                        FX35 AWD    10 2.623777e-02
## 1706                                        FX35 RWD     9 2.361399e-02
## 1707                                        FX37 AWD     1 2.623777e-03
## 1708                                        FX37 RWD     1 2.623777e-03
## 1709                                        FX45 AWD     6 1.574266e-02
## 1710                                            FX50     1 2.623777e-03
## 1711                                        FX50 AWD     4 1.049511e-02
## 1712                            G10/20 Sport Van 2WD    65 1.705455e-01
## 1713                                  G10/20 Van 2WD    96 2.518826e-01
## 1714                          G10/20 Van 2WD (cargo)     1 2.623777e-03
## 1715                                G15/25 Rally 2WD    64 1.679217e-01
## 1716                              G15/25 Vandura 2WD    59 1.548028e-01
## 1717                                             G20    23 6.034686e-02
## 1718                                             G25     2 5.247553e-03
## 1719                                            G25x     2 5.247553e-03
## 1720                                     G3 (3-Door)     2 5.247553e-03
## 1721                                     G3 (5-Door)     2 5.247553e-03
## 1722                                         G3 Wave     2 5.247553e-03
## 1723                                       G3 Wave 5     2 5.247553e-03
## 1724                               G30 Sport Van 2WD    12 3.148532e-02
## 1725                                     G30 Van 2WD    19 4.985176e-02
## 1726                             G30 Van 2WD (cargo)     1 2.623777e-03
## 1727                                             G35    20 5.247553e-02
## 1728                                       G35 Coupe     2 5.247553e-03
## 1729                                   G35 Rally 2WD    12 3.148532e-02
## 1730                                 G35 Vandura 2WD    10 2.623777e-02
## 1731                                            G35x     2 5.247553e-03
## 1732                                             G37     8 2.099021e-02
## 1733                                 G37 Convertible    10 2.623777e-02
## 1734                                       G37 Coupe    12 3.148532e-02
## 1735                                            G37x     4 1.049511e-02
## 1736                                      G37x Coupe     5 1.311888e-02
## 1737                                              G5     4 1.049511e-02
## 1738                                           G5 GT     4 1.049511e-02
## 1739                                          G5 XFE     3 7.871330e-03
## 1740                                      G5/Pursuit     8 2.099021e-02
## 1741                                            G500     7 1.836644e-02
## 1742                                         G55 AMG     9 2.361399e-02
## 1743                                            G550     9 2.361399e-02
## 1744                                              G6    29 7.608952e-02
## 1745                                          G6 FFV     3 7.871330e-03
## 1746                           G6 GT/GTP Convertible     3 7.871330e-03
## 1747                                         G63 AMG     3 7.871330e-03
## 1748                                              G8     6 1.574266e-02
## 1749                                         G80 AWD     1 2.623777e-03
## 1750                                         G80 RWD     2 5.247553e-03
## 1751                                         G90 AWD     2 5.247553e-03
## 1752                                         G90 RWD     2 5.247553e-03
## 1753                                          Galant    72 1.889119e-01
## 1754                                    Galant Sigma     2 5.247553e-03
## 1755                                  Gallardo Coupe    16 4.198043e-02
## 1756                               Gallardo Coupe SL     2 5.247553e-03
## 1757                                 Gallardo Spyder    16 4.198043e-02
## 1758                                         Genesis    11 2.886154e-02
## 1759                                     Genesis AWD     2 5.247553e-03
## 1760                                   Genesis Coupe    24 6.297064e-02
## 1761                                  Genesis R-Spec     2 5.247553e-03
## 1762                                  Genesis R Spec     1 2.623777e-03
## 1763                                     Genesis RWD     4 1.049511e-02
## 1764                                   Ghibli  S RWD     1 2.623777e-03
## 1765                                    Ghibli S RWD     1 2.623777e-03
## 1766                                       Ghibli V6     4 1.049511e-02
## 1767                                   Ghibli V6 AWD     1 2.623777e-03
## 1768                                   Ghibli V6 SQ4     2 5.247553e-03
## 1769                               Ghibli V6 SQ4 AWD     1 2.623777e-03
## 1770                                           Ghost     8 2.099021e-02
## 1771                                       Ghost EWB     6 1.574266e-02
## 1772                                          Giulia     2 5.247553e-03
## 1773                                      Giulia AWD     1 2.623777e-03
## 1774                                   GL320 Bluetec     1 2.623777e-03
## 1775                                GL320 CDI 4matic     2 5.247553e-03
## 1776                                   GL350 Bluetec     1 2.623777e-03
## 1777                            GL350 Bluetec 4matic     6 1.574266e-02
## 1778                                    GL450 4matic    10 2.623777e-02
## 1779                                    GL550 4matic     9 2.361399e-02
## 1780                                        GL63 AMG     3 7.871330e-03
## 1781                                          GLA250     3 7.871330e-03
## 1782                                   GLA250 4matic     6 1.574266e-02
## 1783                                GLA45 AMG 4matic     1 2.623777e-03
## 1784                                             GLC    10 2.623777e-02
## 1785                                       GLC Wagon     9 2.361399e-02
## 1786                                          GLC300     2 5.247553e-03
## 1787                                   GLC300 4matic     2 5.247553e-03
## 1788                             GLC300 4matic Coupe     1 2.623777e-03
## 1789                                 GLE300 d 4matic     1 2.623777e-03
## 1790                                          GLE350     2 5.247553e-03
## 1791                                   GLE350 4matic     4 1.049511e-02
## 1792                                 GLE350 d 4matic     1 2.623777e-03
## 1793                                   GLE400 4matic     2 5.247553e-03
## 1794                                GLE450 AMG Coupe     1 2.623777e-03
## 1795                                  GLE550e 4matic     2 5.247553e-03
## 1796                                           GLH-S     1 2.623777e-03
## 1797                           GLK250 Bluetec 4matic     3 7.871330e-03
## 1798                                          GLK350     9 2.361399e-02
## 1799                                   GLK350 4matic     9 2.361399e-02
## 1800                                   GLS450 4matic     1 2.623777e-03
## 1801                                   GLS550 4matic     1 2.623777e-03
## 1802                                             GNX     1 2.623777e-03
## 1803                                Goldacre Limited     1 2.623777e-03
## 1804                                            Golf    62 1.626742e-01
## 1805                                   Golf Alltrack     2 5.247553e-03
## 1806                                        Golf III     4 1.049511e-02
## 1807                                  Golf III / GTI     3 7.871330e-03
## 1808                                          Golf R     7 1.836644e-02
## 1809                                 Golf SportWagen     8 2.099021e-02
## 1810                         Golf SportWagen 4motion     2 5.247553e-03
## 1811                                        Golf/GTI    18 4.722798e-02
## 1812                                       Gran Fury    18 4.722798e-02
## 1813                                        Grand Am    81 2.125259e-01
## 1814                                   Grand Caravan    14 3.673287e-02
## 1815                               Grand Caravan FFV     1 2.623777e-03
## 1816                              Grand Cherokee 2WD    52 1.364364e-01
## 1817                              Grand Cherokee 4WD    68 1.784168e-01
## 1818                          Grand Cherokee SRT 4WD     1 2.623777e-03
## 1819                             Grand Cherokee SRT8     2 5.247553e-03
## 1820                         Grand Cherokee SRT8 4WD     3 7.871330e-03
## 1821                         Grand Cherokee SRT8 AWD     2 5.247553e-03
## 1822                                   Grand Marquis    28 7.346575e-02
## 1823                               Grand Marquis FFV     4 1.049511e-02
## 1824                             Grand Marquis Wagon     9 2.361399e-02
## 1825                                      Grand Prix    87 2.282686e-01
## 1826                            Grand Prix Ste Turbo     1 2.623777e-03
## 1827                                Grand Prix Turbo     2 5.247553e-03
## 1828                                    Grand Vitara    28 7.346575e-02
## 1829                          Grand Vitara 4Door 2WD     4 1.049511e-02
## 1830                          Grand Vitara 4Door 4WD     4 1.049511e-02
## 1831                                Grand Vitara 4WD    21 5.509931e-02
## 1832                                Grand Vitara AWD     4 1.049511e-02
## 1833                                Grand Vitara XL7    12 3.148532e-02
## 1834                            Grand Vitara XL7 4WD    12 3.148532e-02
## 1835                                  Grand Wagoneer     6 1.574266e-02
## 1836                              Grand Wagoneer 4WD    13 3.410910e-02
## 1837                                     GranTurismo    12 3.148532e-02
## 1838                         GranTurismo Convertible     8 2.099021e-02
## 1839                                         GS 200t     2 5.247553e-03
## 1840                                 GS 200t F Sport     2 5.247553e-03
## 1841                                          GS 300     4 1.049511e-02
## 1842                                      GS 300 4WD     1 2.623777e-03
## 1843                                   GS 300/GS 400     6 1.574266e-02
## 1844                                   GS 300/GS 430    12 3.148532e-02
## 1845                                          GS 350    10 2.623777e-02
## 1846                                      GS 350 AWD    10 2.623777e-02
## 1847                                  GS 350 F Sport     2 5.247553e-03
## 1848                                          GS 430     1 2.623777e-03
## 1849                                         GS 450h    10 2.623777e-02
## 1850                                          GS 460     4 1.049511e-02
## 1851                                            GS F     2 5.247553e-03
## 1852                                           GS300     1 2.623777e-03
## 1853                                              GT     2 5.247553e-03
## 1854                                            GT-R     9 2.361399e-02
## 1855                                          GT 2WD     1 2.623777e-03
## 1856                                       GT V6 2.5     3 7.871330e-03
## 1857                                             GTA     1 2.623777e-03
## 1858                                 GTA Convertible     1 2.623777e-03
## 1859                                       GTC4Lusso     2 5.247553e-03
## 1860                                             GTI    53 1.390602e-01
## 1861                                         GTI 16v     6 1.574266e-02
## 1862                                         GTI VR6     4 1.049511e-02
## 1863                                     GTI/Golf GT     2 5.247553e-03
## 1864                                             GTO     6 1.574266e-02
## 1865                                             GTV     2 5.247553e-03
## 1866                                              GV     2 5.247553e-03
## 1867                               GV Plus/GV/Cabrio     2 5.247553e-03
## 1868                                          GV/GVX     3 7.871330e-03
## 1869                                          GX 460     8 2.099021e-02
## 1870                                          GX 470     7 1.836644e-02
## 1871                                     Gy/yugo GVX     1 2.623777e-03
## 1872                                          H3 4WD    12 3.148532e-02
## 1873                                      H3 4WD FFV     1 2.623777e-03
## 1874                                         H3T 4WD     5 1.311888e-02
## 1875                                     H3T 4WD FFV     1 2.623777e-03
## 1876                                    Hardbody 2WD     4 1.049511e-02
## 1877                                    Hardbody 4WD     3 7.871330e-03
## 1878                                       Hatchback    16 4.198043e-02
## 1879                                   Hatchback 4WD     8 2.099021e-02
## 1880                                        Heritage     1 2.623777e-03
## 1881                                         HHR FWD    26 6.821819e-02
## 1882                                     HHR FWD FFV     4 1.049511e-02
## 1883                                   HHR Panel FWD    18 4.722798e-02
## 1884                               HHR Panel FWD FFV     4 1.049511e-02
## 1885                                      Highlander     2 5.247553e-03
## 1886                                  Highlander 2WD    31 8.133708e-02
## 1887                                  Highlander 4WD    20 5.247553e-02
## 1888                                  Highlander AWD     5 1.311888e-02
## 1889                               Highlander AWD LE     1 2.623777e-03
## 1890                           Highlander Hybrid 2WD     2 5.247553e-03
## 1891                           Highlander Hybrid 4WD    12 3.148532e-02
## 1892                   Highlander Hybrid 4WD LE Plus     4 1.049511e-02
## 1893                        Highlander LE/XLE/SE/LTD     1 2.623777e-03
## 1894                               Hombre Pickup 2WD    18 4.722798e-02
## 1895                         Hombre Pickup 2WD (FFV)     4 1.049511e-02
## 1896                               Hombre Pickup 4WD     7 1.836644e-02
## 1897                                         Horizon    27 7.084197e-02
## 1898                                        HR-V 2WD     3 7.871330e-03
## 1899                                        HR-V 4WD     2 5.247553e-03
## 1900                                        HR-V AWD     2 5.247553e-03
## 1901                                        HR-V FWD     3 7.871330e-03
## 1902                                         HS 250h     3 7.871330e-03
## 1903                                    Huayra Coupe     2 5.247553e-03
## 1904                                         Huracan     3 7.871330e-03
## 1905                                     Huracan 2WD     1 2.623777e-03
## 1906                                  Huracan Spyder     2 5.247553e-03
## 1907                              Huracan Spyder 2WD     1 2.623777e-03
## 1908                                      Hyper-Mini     1 2.623777e-03
## 1909                          i-280 Extended Cab 2WD     2 5.247553e-03
## 1910                          i-290 Extended Cab 2WD     4 1.049511e-02
## 1911                              i-350 Crew Cab 4WD     1 2.623777e-03
## 1912                              i-370 Crew Cab 2WD     2 5.247553e-03
## 1913                              i-370 Crew Cab 4WD     2 5.247553e-03
## 1914                          i-370 Extended Cab 2WD     2 5.247553e-03
## 1915                                          I-Mark    29 7.608952e-02
## 1916                                          i-MiEV     5 1.311888e-02
## 1917                                          i3 BEV     3 7.871330e-03
## 1918                   i3 BEV (60  Amp-hour battery)     1 2.623777e-03
## 1919                    i3 BEV (94 Amp-hour battery)     1 2.623777e-03
## 1920                                          i3 REX     3 7.871330e-03
## 1921                   i3 REX  (94 Amp-hour battery)     1 2.623777e-03
## 1922                                             I30    10 2.623777e-02
## 1923                                             I35     3 7.871330e-03
## 1924                                              i8     4 1.049511e-02
## 1925                                              iA     2 5.247553e-03
## 1926                                             ILX     8 2.099021e-02
## 1927                                      ILX Hybrid     2 5.247553e-03
## 1928                                              iM     2 5.247553e-03
## 1929                                          Impala    51 1.338126e-01
## 1930                           Impala Bi-Fuel  (CNG)     2 5.247553e-03
## 1931                                  Impala eAssist     1 2.623777e-03
## 1932                                      Impala FFV     2 5.247553e-03
## 1933                                  Impala Limited     3 7.871330e-03
## 1934                                   Impala Police     4 1.049511e-02
## 1935                                  Impala/Caprice    18 4.722798e-02
## 1936                Imperial/New Yorker Fifth Avenue     2 5.247553e-03
## 1937                                         Impreza     8 2.099021e-02
## 1938                                  Impreza 4-Door     2 5.247553e-03
## 1939                                  Impreza 5-Door     2 5.247553e-03
## 1940                                     Impreza AWD    87 2.282686e-01
## 1941                            Impreza Sport 4-Door     2 5.247553e-03
## 1942                            Impreza Sport 5-Door     2 5.247553e-03
## 1943                               Impreza Sport AWD     4 1.049511e-02
## 1944                                   Impreza Wagon     6 1.574266e-02
## 1945                               Impreza Wagon AWD    33 8.658463e-02
## 1946                     Impreza Wagon/Outback Sport     5 1.311888e-02
## 1947                 Impreza Wagon/Outback Sport AWD     8 2.099021e-02
## 1948                   Impreza Wagon/Outback SPT AWD    30 7.871330e-02
## 1949                                         Impulse    39 1.023273e-01
## 1950                                         Insight    24 6.297064e-02
## 1951                                         Integra    42 1.101986e-01
## 1952                                        Intrepid    36 9.445596e-02
## 1953                                        Intrigue     6 1.574266e-02
## 1954                                             Ion    20 5.247553e-02
## 1955                                           Ioniq     1 2.623777e-03
## 1956                                      Ioniq Blue     1 2.623777e-03
## 1957                                  Ioniq Electric     1 2.623777e-03
## 1958                                              iQ     5 1.311888e-02
## 1959                                           iQ EV     1 2.623777e-03
## 1960                                         IS 200t     2 5.247553e-03
## 1961                                          IS 250    10 2.623777e-02
## 1962                                      IS 250 AWD    10 2.623777e-02
## 1963                                        IS 250 C     2 5.247553e-03
## 1964                                  IS 250/IS 250C     7 1.836644e-02
## 1965                                          IS 300     9 2.361399e-02
## 1966                                      IS 300 AWD     2 5.247553e-03
## 1967                                          IS 350     8 2.099021e-02
## 1968                                      IS 350 AWD     7 1.836644e-02
## 1969                                        IS 350 C     2 5.247553e-03
## 1970                                  IS 350/IS 350C     4 1.049511e-02
## 1971                                            IS F     7 1.836644e-02
## 1972                                        ITS 190E     1 2.623777e-03
## 1973                                    ITS 190E 2.0     1 2.623777e-03
## 1974                                    ITS 190E 2.3     1 2.623777e-03
## 1975                                       ITS 200TE     1 2.623777e-03
## 1976                                       ITS 230CE     1 2.623777e-03
## 1977                                       ITS 230TE     1 2.623777e-03
## 1978                                         ITS 320     1 2.623777e-03
## 1979                                         ITS 520     2 5.247553e-03
## 1980                                 J-10 Pickup 4WD     7 1.836644e-02
## 1981                               J-10 Pickup Truck     7 1.836644e-02
## 1982                           J-10 Pickup Truck 4WD     5 1.311888e-02
## 1983                               J-20 Pickup Truck     2 5.247553e-03
## 1984                           J-20 Pickup Truck 4WD     2 5.247553e-03
## 1985                                   J-Car/Elantra     2 5.247553e-03
## 1986                                             J30     5 1.311888e-02
## 1987                             JCW Countryman All4     8 2.099021e-02
## 1988                       JCW Countryman Coupe All4     2 5.247553e-03
## 1989                                JCW Paceman All4     6 1.574266e-02
## 1990                                           Jetta   172 4.512896e-01
## 1991                                       Jetta GLI     2 5.247553e-03
## 1992                                   Jetta GLI 16v     6 1.574266e-02
## 1993                     Jetta GLI/Wolfsburg Edition     2 5.247553e-03
## 1994                                       Jetta GLX     6 1.574266e-02
## 1995                                    Jetta Hybrid     4 1.049511e-02
## 1996                                       Jetta III     7 1.836644e-02
## 1997                                   Jetta III GLX     4 1.049511e-02
## 1998                                Jetta SportWagen    16 4.198043e-02
## 1999                                     Jetta Wagon    30 7.871330e-02
## 2000                                       Jimmy 2WD    26 6.821819e-02
## 2001                                       Jimmy 4WD    26 6.821819e-02
## 2002                                       Jimmy AWD     3 7.871330e-03
## 2003                                Jimmy Sonoma 2WD     2 5.247553e-03
## 2004                                Jimmy Sonoma 4WD     2 5.247553e-03
## 2005                                 Jimmy V1500 4WD    10 2.623777e-02
## 2006                               John Cooper Works     6 1.574266e-02
## 2007                       John Cooper Works Clubman     8 2.099021e-02
## 2008                  John Cooper Works Clubman All4     2 5.247553e-03
## 2009                   John Cooper Works Convertible    12 3.148532e-02
## 2010                         John Cooper Works Coupe     7 1.836644e-02
## 2011                          John Cooper Works GP-2     1 2.623777e-03
## 2012                       John Cooper Works Hardtop     6 1.574266e-02
## 2013                      John Cooper Works Roadster     7 1.836644e-02
## 2014                                         Journey     4 1.049511e-02
## 2015                                    Journey  2WD     4 1.049511e-02
## 2016                                    Journey  4WD     1 2.623777e-03
## 2017                                    Journey  AWD     1 2.623777e-03
## 2018                                     Journey AWD     7 1.836644e-02
## 2019                                     Journey FWD    10 2.623777e-02
## 2020                                            Juke    14 3.673287e-02
## 2021                                        Juke AWD     7 1.836644e-02
## 2022                                   Juke Nismo RS     3 7.871330e-03
## 2023                               Juke Nismo RS AWD     3 7.871330e-03
## 2024                                           Justy    16 4.198043e-02
## 2025                                       Justy 4WD     6 1.574266e-02
## 2026                                       Justy AWD     5 1.311888e-02
## 2027                      JX/JXI/Limited Convertible     3 7.871330e-03
## 2028                                        JX35 AWD     1 2.623777e-03
## 2029                                        JX35 FWD     1 2.623777e-03
## 2030                                  K10 Blazer 4WD     9 2.361399e-02
## 2031                                  K10 Pickup 4WD    49 1.285651e-01
## 2032                                   K15 Jimmy 4WD    14 3.673287e-02
## 2033                                  K15 Pickup 4WD    49 1.285651e-01
## 2034                                K15 Suburban 4WD    14 3.673287e-02
## 2035                                K1500 Pickup 4WD   101 2.650014e-01
## 2036                                  K20 Pickup 4WD    25 6.559442e-02
## 2037                                  K25 Pickup 4WD    25 6.559442e-02
## 2038                                K2500 Pickup 4WD    49 1.285651e-01
## 2039                                K2500 Sierra 4WD    46 1.206937e-01
## 2040                               K5/K10 Blazer 4WD     5 1.311888e-02
## 2041                                            K900     6 1.574266e-02
## 2042                                        Kallista     4 1.049511e-02
## 2043                                           Kalos     2 5.247553e-03
## 2044                                           Karif     4 1.049511e-02
## 2045                                           Karma     1 2.623777e-03
## 2046                               Kenyon 5.0 Cabrio     1 2.623777e-03
## 2047                                Kenyon 5.0 Coupe     1 2.623777e-03
## 2048                                Kenyon 5.0 Sedan     1 2.623777e-03
## 2049                             Kenyon 5.0 Sp Sedan     1 2.623777e-03
## 2050                                         Kizashi     8 2.099021e-02
## 2051                                     Kizashi AWD     4 1.049511e-02
## 2052                                       Kizashi S     7 1.836644e-02
## 2053                                   Kizashi S AWD     4 1.049511e-02
## 2054                                          Kubvan     4 1.049511e-02
## 2055                              L-140/141 Gallardo     4 1.049511e-02
## 2056                              L-140/715 Gallardo     4 1.049511e-02
## 2057                                L-147 Murcielago     4 1.049511e-02
## 2058                            L-147/148 Murcielago     8 2.099021e-02
## 2059                                        L100/200     4 1.049511e-02
## 2060                                            L200     2 5.247553e-03
## 2061                                            L300     6 1.574266e-02
## 2062                                         Lacetti     2 5.247553e-03
## 2063                                        LaCrosse    13 3.410910e-02
## 2064                                    LaCrosse AWD     7 1.836644e-02
## 2065                                LaCrosse eAssist     5 1.311888e-02
## 2066                                 Lacrosse/Allure    14 3.673287e-02
## 2067                             Lacrosse/Allure AWD     1 2.623777e-03
## 2068                                LaFerrari Aperta     1 2.623777e-03
## 2069                                LaFerrari Hybrid     1 2.623777e-03
## 2070                                         Laforza     2 5.247553e-03
## 2071                                         Lagonda     7 1.836644e-02
## 2072                                          Lancer   100 2.623777e-01
## 2073                                      Lancer 4WD     2 5.247553e-03
## 2074                                      Lancer AWD     5 1.311888e-02
## 2075                              Lancer Convertible     2 5.247553e-03
## 2076                                Lancer Evolution    22 5.772309e-02
## 2077                                Lancer Sportback    20 5.247553e-02
## 2078                          Land Cruiser Wagon 4WD    33 8.658463e-02
## 2079                                       Landaulet     1 2.623777e-03
## 2080                                           Lanos    22 5.772309e-02
## 2081                                           Laser    55 1.443077e-01
## 2082                                   Laser/Daytona    16 4.198043e-02
## 2083                                            Leaf     6 1.574266e-02
## 2084                    Leaf (24 kW-hr battery pack)     1 2.623777e-03
## 2085                    Leaf (30 kW-hr battery pack)     1 2.623777e-03
## 2086                                         LeBaron    59 1.548028e-01
## 2087                             LeBaron Convertible    51 1.338126e-01
## 2088                                     LeBaron GTS    33 8.658463e-02
## 2089                                  LeBaron Landau     1 2.623777e-03
## 2090                                          Legacy    16 4.198043e-02
## 2091                                      Legacy 4WD     4 1.049511e-02
## 2092                                Legacy 4WD Turbo     2 5.247553e-03
## 2093                                      Legacy AWD    77 2.020308e-01
## 2094                      Legacy AWD (incl. Outback)     2 5.247553e-03
## 2095                                Legacy AWD Turbo     6 1.574266e-02
## 2096                                    Legacy Turbo     1 2.623777e-03
## 2097                                    Legacy Wagon    15 3.935665e-02
## 2098                                Legacy Wagon 4WD     4 1.049511e-02
## 2099                                Legacy Wagon AWD    40 1.049511e-01
## 2100                Legacy Wagon AWD (incl. Outback)     3 7.871330e-03
## 2101                          Legacy Wagon AWD Turbo     4 1.049511e-02
## 2102                              Legacy/Outback AWD     8 2.099021e-02
## 2103                        Legacy/Outback Wagon AWD     8 2.099021e-02
## 2104                                         Leganza    12 3.148532e-02
## 2105                                          Legend    28 7.346575e-02
## 2106                                          Lemans    25 6.559442e-02
## 2107                                         LeSabre    35 9.183218e-02
## 2108                           LeSabre/Electra Wagon     7 1.836644e-02
## 2109                                         Levante     1 2.623777e-03
## 2110                                       Levante S     1 2.623777e-03
## 2111                                             LFA     1 2.623777e-03
## 2112                                             LHS     3 7.871330e-03
## 2113                                     Liberty 2WD     8 2.099021e-02
## 2114                                     Liberty 4WD     8 2.099021e-02
## 2115                            Liberty/Cherokee 2WD    13 3.410910e-02
## 2116                            Liberty/Cherokee 4WD    15 3.935665e-02
## 2117                              Lightning F150 2WD     2 5.247553e-03
## 2118                            Lightning Pickup 2WD     1 2.623777e-03
## 2119                                       Limousine    19 4.985176e-02
## 2120                                    Lincoln 100J     1 2.623777e-03
## 2121                                     Lincoln 24E     1 2.623777e-03
## 2122                                     Lincoln 85J     1 2.623777e-03
## 2123                           Lincoln Eagle/Windsor     1 2.623777e-03
## 2124                                   Lincoln Eaton     1 2.623777e-03
## 2125                               Lincoln Stratford     1 2.623777e-03
## 2126                                             LLV     1 2.623777e-03
## 2127                                     London Taxi     2 5.247553e-03
## 2128                                          Loyale     9 2.361399e-02
## 2129                                      Loyale 4WD     4 1.049511e-02
## 2130                                Loyale 4WD Turbo     1 2.623777e-03
## 2131                                      Loyale AWD     4 1.049511e-02
## 2132                                    Loyale Wagon     9 2.361399e-02
## 2133                                Loyale Wagon 4WD     4 1.049511e-02
## 2134                          Loyale Wagon 4WD Turbo     1 2.623777e-03
## 2135                                Loyale Wagon AWD     6 1.574266e-02
## 2136                                             LR2     8 2.099021e-02
## 2137                                             LR3     8 2.099021e-02
## 2138                                             LR4     7 1.836644e-02
## 2139                                              LS    32 8.396085e-02
## 2140                                          LS 400    11 2.886154e-02
## 2141                                          LS 430     6 1.574266e-02
## 2142                                          LS 460    11 2.886154e-02
## 2143                                      LS 460 AWD     9 2.361399e-02
## 2144                                        LS 460 L    11 2.886154e-02
## 2145                                    LS 460 L AWD     9 2.361399e-02
## 2146                                       LS 600h L     9 2.361399e-02
## 2147                                             LTD    16 4.198043e-02
## 2148                              LTD Crown Victoria    22 5.772309e-02
## 2149                        LTD Crown Victoria Wagon     8 2.099021e-02
## 2150         LTD Crown Victoria/Country Squire Wagon     1 2.623777e-03
## 2151                                       LTD Wagon     8 2.099021e-02
## 2152                                         Lucerne    14 3.673287e-02
## 2153                                     Lucerne FFV     1 2.623777e-03
## 2154                                          Lumina    21 5.509931e-02
## 2155                              Lumina Minivan 2WD     5 1.311888e-02
## 2156                          Lumina/APV Minivan 2WD     6 1.574266e-02
## 2157                              Lumina/Monte Carlo    16 4.198043e-02
## 2158                                              LW     2 5.247553e-03
## 2159                                           LW200     6 1.574266e-02
## 2160                                           LW300     6 1.574266e-02
## 2161                                          LX 450     2 5.247553e-03
## 2162                                          LX 470    10 2.623777e-02
## 2163                                          LX 570     9 2.361399e-02
## 2164                                            Lynx    40 1.049511e-01
## 2165                                      Lynx Wagon    24 6.297064e-02
## 2166                                         M Coupe     3 7.871330e-03
## 2167                                      M Roadster     4 1.049511e-02
## 2168                                        M1 Coupe     1 2.623777e-03
## 2169                                              M2     4 1.049511e-02
## 2170                                           M235i     6 1.574266e-02
## 2171                               M235i Convertible     4 1.049511e-02
## 2172                                    M235i xDrive     2 5.247553e-03
## 2173                        M235i xDrive Convertible     1 2.623777e-03
## 2174                               M240i Convertible     2 5.247553e-03
## 2175                                     M240i Coupe     2 5.247553e-03
## 2176                        M240i xDrive Convertible     1 2.623777e-03
## 2177                              M240i xDrive Coupe     1 2.623777e-03
## 2178                                              M3    33 8.658463e-02
## 2179                                  M3 Convertible    26 6.821819e-02
## 2180                                        M3 Coupe    12 3.148532e-02
## 2181                                        M3 Sedan     2 5.247553e-03
## 2182                                             M30     3 7.871330e-03
## 2183                                             M35     6 1.574266e-02
## 2184                                            M35h     2 5.247553e-03
## 2185                                            M35x     4 1.049511e-02
## 2186                                             M37     3 7.871330e-03
## 2187                                            M37x     3 7.871330e-03
## 2188                                  M4 Convertible     6 1.574266e-02
## 2189                                        M4 Coupe     6 1.574266e-02
## 2190                                          M4 GTS     1 2.623777e-03
## 2191                                             M45     7 1.836644e-02
## 2192                                            M45x     3 7.871330e-03
## 2193                                              M5    24 6.297064e-02
## 2194                                             M56     3 7.871330e-03
## 2195                                            M56x     3 7.871330e-03
## 2196                                              M6    10 2.623777e-02
## 2197                                  M6 Convertible    19 4.985176e-02
## 2198                                        M6 Coupe    10 2.623777e-02
## 2199                                   M6 Gran Coupe    10 2.623777e-02
## 2200                                    M760i xDrive     1 2.623777e-03
## 2201                                           Macan     1 2.623777e-03
## 2202                                       Macan GTS     1 2.623777e-03
## 2203                                         Macan S     3 7.871330e-03
## 2204                                     Macan Turbo     3 7.871330e-03
## 2205                                 Macan Turbo Kit     1 2.623777e-03
## 2206                                          Magnum    14 3.673287e-02
## 2207                                      Magnum 2WD     3 7.871330e-03
## 2208                                      Magnum AWD     9 2.361399e-02
## 2209                                          Magnus     1 2.623777e-03
## 2210                                          Malibu    49 1.285651e-01
## 2211                                  Malibu eAssist     2 5.247553e-03
## 2212                                      Malibu FFV     3 7.871330e-03
## 2213                                   Malibu Hybrid     5 1.311888e-02
## 2214                                  Malibu Limited     1 2.623777e-03
## 2215                                     Malibu Maxx     6 1.574266e-02
## 2216                                        Marauder     2 5.247553e-03
## 2217                                     Mariner 2WD     2 5.247553e-03
## 2218                                     Mariner 4WD    12 3.148532e-02
## 2219                                 Mariner 4WD FFV     2 5.247553e-03
## 2220                                     Mariner FWD    10 2.623777e-02
## 2221                                 Mariner FWD FFV     2 5.247553e-03
## 2222                              Mariner Hybrid 4WD     6 1.574266e-02
## 2223                              Mariner Hybrid FWD     4 1.049511e-02
## 2224                                         Mark LT     5 1.311888e-02
## 2225                                     Mark LT 4WD     1 2.623777e-03
## 2226                                        Mark VII    12 3.148532e-02
## 2227                                       Mark VIII     6 1.574266e-02
## 2228                                         Marquis    16 4.198043e-02
## 2229                                   Marquis Wagon     8 2.099021e-02
## 2230                                          Matrix    41 1.075748e-01
## 2231                                      Matrix AWD     5 1.311888e-02
## 2232                                          Maxima    63 1.652979e-01
## 2233                                    Maxima Wagon     6 1.574266e-02
## 2234                                   Maybach S 600     1 2.623777e-03
## 2235                             Maybach S550 4matic     1 2.623777e-03
## 2236                                    Maybach S600     1 2.623777e-03
## 2237                                         MB 300E     1 2.623777e-03
## 2238                                        MB 300SL     1 2.623777e-03
## 2239                                             MDX     2 5.247553e-03
## 2240                                         MDX 2WD     4 1.049511e-02
## 2241                                         MDX 4WD    15 3.935665e-02
## 2242                                         MDX AWD     2 5.247553e-03
## 2243                                         MDX FWD     2 5.247553e-03
## 2244                                 Medallion Sedan     2 5.247553e-03
## 2245                                 Medallion Wagon     2 5.247553e-03
## 2246                                 MERC BENZ 300CE     2 5.247553e-03
## 2247                                  MERC BENZ 300E     2 5.247553e-03
## 2248                                 MERC BENZ 300SE     2 5.247553e-03
## 2249                                MERC BENZ 300SEL     2 5.247553e-03
## 2250                                 MERC BENZ 300TE     2 5.247553e-03
## 2251                                  MERC.BENZ 260E     1 2.623777e-03
## 2252                                 MERC.BENZ.300SE     1 2.623777e-03
## 2253                              Metris (Cargo Van)     2 5.247553e-03
## 2254                          Metris (Passenger Van)     2 5.247553e-03
## 2255                                           Metro    30 7.871330e-02
## 2256                                       Metro LSI    10 2.623777e-02
## 2257                           Metro LSI Convertible     8 2.099021e-02
## 2258                                       Metro XFI     5 1.311888e-02
## 2259                                           Milan    14 3.673287e-02
## 2260                                       Milan AWD     3 7.871330e-03
## 2261                                   Milan AWD FFV     2 5.247553e-03
## 2262                                       Milan FFV     1 2.623777e-03
## 2263                                       Milan FWD     2 5.247553e-03
## 2264                                   Milan FWD FFV     1 2.623777e-03
## 2265                                Milan Hybrid FWD     2 5.247553e-03
## 2266                                         Milan S     2 5.247553e-03
## 2267                                     Milan S FWD     1 2.623777e-03
## 2268                                          Milano     9 2.361399e-02
## 2269                                        Millenia    16 4.198043e-02
## 2270                                           MiniE     1 2.623777e-03
## 2271                                          Mirage    95 2.492588e-01
## 2272                                       Mirage G4     2 5.247553e-03
## 2273                                    Mirage Wagon     6 1.574266e-02
## 2274                                         MKC AWD     7 1.836644e-02
## 2275                                         MKC FWD     3 7.871330e-03
## 2276                                         MKS AWD    15 3.935665e-02
## 2277                                         MKS FWD     8 2.099021e-02
## 2278                                         MKT AWD    10 2.623777e-02
## 2279                                         MKT FWD     8 2.099021e-02
## 2280                                  MKT Hearse AWD     1 2.623777e-03
## 2281                                  MKT Livery AWD     5 1.311888e-02
## 2282                                  MKT Livery FWD     4 1.049511e-02
## 2283                                         MKX AWD    13 3.410910e-02
## 2284                                         MKX FWD    13 3.410910e-02
## 2285                                         MKZ AWD    16 4.198043e-02
## 2286                                         MKZ FWD    16 4.198043e-02
## 2287                                  MKZ Hybrid FWD     7 1.836644e-02
## 2288                            ML250 Bluetec 4matic     1 2.623777e-03
## 2289                                           ML320     6 1.574266e-02
## 2290                                   ML320 Bluetec     1 2.623777e-03
## 2291                                ML320 CDI 4matic     2 5.247553e-03
## 2292                                           ML350    10 2.623777e-02
## 2293                                    ML350 4matic    13 3.410910e-02
## 2294                                   ML350 Bluetec     1 2.623777e-03
## 2295                            ML350 Bluetec 4matic     4 1.049511e-02
## 2296                                    ML400 4matic     1 2.623777e-03
## 2297                                           ML430     3 7.871330e-03
## 2298                             ML450 Hybrid 4matic     2 5.247553e-03
## 2299                                           ML500     5 1.311888e-02
## 2300                                    ML500 4matic     1 2.623777e-03
## 2301                                            ML55     1 2.623777e-03
## 2302                                        ML55 AMG     3 7.871330e-03
## 2303                                    ML550 4matic     7 1.836644e-02
## 2304                                        ML63 AMG     9 2.361399e-02
## 2305                                         Model S     1 2.623777e-03
## 2306                 Model S (40 kW-hr battery pack)     1 2.623777e-03
## 2307                 Model S (60 kW-hr battery pack)     4 1.049511e-02
## 2308                 Model S (70 kW-hr battery pack)     1 2.623777e-03
## 2309                 Model S (75 kW-hr battery pack)     1 2.623777e-03
## 2310                 Model S (85 kW-hr battery pack)     4 1.049511e-02
## 2311                 Model S (90 kW-hr battery pack)     2 5.247553e-03
## 2312                               Model S AWD - 60D     2 5.247553e-03
## 2313                               Model S AWD - 70D     2 5.247553e-03
## 2314                               Model S AWD - 75D     2 5.247553e-03
## 2315                               Model S AWD - 85D     2 5.247553e-03
## 2316                               Model S AWD - 90D     2 5.247553e-03
## 2317                             Model S AWD - P100D     2 5.247553e-03
## 2318                              Model S AWD - P85D     2 5.247553e-03
## 2319                              Model S AWD - P90D     3 7.871330e-03
## 2320             Model S AWD (85 kW-hr battery pack)     1 2.623777e-03
## 2321                               Model X AWD - 60D     2 5.247553e-03
## 2322                               Model X AWD - 75D     2 5.247553e-03
## 2323                               Model X AWD - 90D     2 5.247553e-03
## 2324                             Model X AWD - P100D     2 5.247553e-03
## 2325                              Model X AWD - P90D     2 5.247553e-03
## 2326                                          Monaco     3 7.871330e-03
## 2327                                         Mondial     1 2.623777e-03
## 2328                             Mondial T/Cabriolet     5 1.311888e-02
## 2329                               Mondial/Cabriolet     1 2.623777e-03
## 2330                                     Montana AWD     3 7.871330e-03
## 2331                                     Montana FWD     5 1.311888e-02
## 2332                                 Montana SV6 AWD     1 2.623777e-03
## 2333                                 Montana SV6 FWD     2 5.247553e-03
## 2334                                 Montana SVX AWD     1 2.623777e-03
## 2335                                 Montana SVX FWD     1 2.623777e-03
## 2336                                     Monte Carlo    42 1.101986e-01
## 2337                                     Montego AWD     3 7.871330e-03
## 2338                                     Montego FWD     5 1.311888e-02
## 2339                              Monterey Wagon FWD     5 1.311888e-02
## 2340                                         Montero    53 1.390602e-01
## 2341                                     Montero 4WD    10 2.623777e-02
## 2342                               Montero Sport 2WD    16 4.198043e-02
## 2343                               Montero Sport 4WD    16 4.198043e-02
## 2344                                   Morgan Plus 8     1 2.623777e-03
## 2345                                 Mountaineer 2WD    27 7.084197e-02
## 2346                             Mountaineer 2WD FFV     3 7.871330e-03
## 2347                                 Mountaineer 4WD    24 6.297064e-02
## 2348                             Mountaineer 4WD FFV     3 7.871330e-03
## 2349                                 Mountaineer AWD     2 5.247553e-03
## 2350                             Mountaineer FFV 2WD     1 2.623777e-03
## 2351                             Mountaineer FFV 4WD     1 2.623777e-03
## 2352                                   MP4-12C Coupe     2 5.247553e-03
## 2353                                  MP4-12C Spider     1 2.623777e-03
## 2354                                             MPV    32 8.396085e-02
## 2355                                         MPV 4WD     1 2.623777e-03
## 2356                                         MPV 4x4    13 3.410910e-02
## 2357                                             MR2    37 9.707974e-02
## 2358                                        Mulsanne     7 1.836644e-02
## 2359                                    Mulsanne EWB     1 2.623777e-03
## 2360                                      Murano 2WD     2 5.247553e-03
## 2361                                      Murano AWD    14 3.673287e-02
## 2362                           Murano CrossCabriolet     4 1.049511e-02
## 2363                                      Murano FWD    12 3.148532e-02
## 2364                               Murano Hybrid AWD     1 2.623777e-03
## 2365                               Murano Hybrid FWD     1 2.623777e-03
## 2366                                      Murcielago     6 1.574266e-02
## 2367                             Murcielago Reventon     1 2.623777e-03
## 2368                    Murcielago Reventon Roadster     1 2.623777e-03
## 2369                             Murcielago Roadster     6 1.574266e-02
## 2370                                         Mustang   184 4.827749e-01
## 2371                             Mustang Convertible    12 3.148532e-02
## 2372                                      Mustang GT     1 2.623777e-03
## 2373                     Mustang Performance Package     3 7.871330e-03
## 2374                                    Mustang S351     2 5.247553e-03
## 2375                                            MV-1     4 1.049511e-02
## 2376                                        MV-1 CNG     3 7.871330e-03
## 2377                                            MX-3    20 5.247553e-02
## 2378                                            MX-5    34 8.920841e-02
## 2379                                      MX-5 Miata    39 1.023273e-01
## 2380                                            MX-6    20 5.247553e-02
## 2381                                        Mystique    24 6.297064e-02
## 2382                                      Nativa 2WD     8 2.099021e-02
## 2383                   Nativa 2WD (Puerto Rico Only)     6 1.574266e-02
## 2384                    Nativa 2WD(Puerto Rico Only)     2 5.247553e-03
## 2385                                      Nativa 4WD     5 1.311888e-02
## 2386                   Nativa 4WD (Puerto Rico Only)     2 5.247553e-03
## 2387                                          Navajo    10 2.623777e-02
## 2388                                      Navajo 4x4     6 1.574266e-02
## 2389                                   Navigator 2WD    15 3.935665e-02
## 2390                               Navigator 2WD FFV     6 1.574266e-02
## 2391                                   Navigator 4WD     9 2.361399e-02
## 2392                               Navigator 4WD FFV     4 1.049511e-02
## 2393                                 Navigator L 2WD     3 7.871330e-03
## 2394                                 Navigator L 4WD     3 7.871330e-03
## 2395                         Navigator Limo. 2WD FFV     1 2.623777e-03
## 2396                                            Neon    30 7.871330e-02
## 2397                               Neon/SRT-4/SX 2.0     9 2.361399e-02
## 2398                                 New 911 Carrera     2 5.247553e-03
## 2399                       New 911 Carrera Cabriolet     2 5.247553e-03
## 2400                               New 911 Carrera S     2 5.247553e-03
## 2401                     New 911 Carrera S Cabriolet     2 5.247553e-03
## 2402                                      New Beetle    61 1.600504e-01
## 2403                          New Beetle Convertible    21 5.509931e-02
## 2404                             New C70 Convertible     1 2.623777e-03
## 2405                                 New Compass 4WD     1 2.623777e-03
## 2406                                        New Golf     4 1.049511e-02
## 2407                                         New GTI     3 7.871330e-03
## 2408                                       New Jetta     6 1.574266e-02
## 2409                                      New Yorker    14 3.673287e-02
## 2410                New Yorker Fifth Avenue/Imperial     4 1.049511e-02
## 2411                                New Yorker Turbo     1 2.623777e-03
## 2412                           New Yorker/5th Avenue     1 2.623777e-03
## 2413                                  New Yorker/LHS     4 1.049511e-02
## 2414                            Newport/Fifth Avenue     8 2.099021e-02
## 2415                                    Ninety-Eight    11 2.886154e-02
## 2416                                 Ninety-Eight II     1 2.623777e-03
## 2417                            Ninety-Eight Regency     7 1.836644e-02
## 2418                            Ninety-Eight/Touring     4 1.049511e-02
## 2419                                            Niro     1 2.623777e-03
## 2420                                         Niro FE     1 2.623777e-03
## 2421                                    Niro Touring     1 2.623777e-03
## 2422                                       Nitro 2WD    12 3.148532e-02
## 2423                                       Nitro 4WD    12 3.148532e-02
## 2424                                            Niva     1 2.623777e-03
## 2425                                            Nova    10 2.623777e-02
## 2426                                             NSX    28 7.346575e-02
## 2427                                      NSX Hybrid     1 2.623777e-03
## 2428                                          Nubira    14 3.673287e-02
## 2429                            Nubira Station Wagon    10 2.623777e-02
## 2430                                    Nubira Wagon     4 1.049511e-02
## 2431                                 NV200 Cargo Van     5 1.311888e-02
## 2432                                  NV200 NYC Taxi     2 5.247553e-03
## 2433                                              NX     8 2.099021e-02
## 2434                                         NX 200t     3 7.871330e-03
## 2435                                     NX 200t AWD     3 7.871330e-03
## 2436                             NX 200t AWD F Sport     3 7.871330e-03
## 2437                                         NX 300h     2 5.247553e-03
## 2438                                     NX 300h AWD     3 7.871330e-03
## 2439                                        NX Coupe     4 1.049511e-02
## 2440                                           Oasis     4 1.049511e-02
## 2441                                         Odyssey    32 8.396085e-02
## 2442                                           Omega     8 2.099021e-02
## 2443                                            Omni    33 8.658463e-02
## 2444                                          Optima    54 1.416839e-01
## 2445                         Optima (2006 New Model)     3 7.871330e-03
## 2446                                       Optima FE     3 7.871330e-03
## 2447                                   Optima Hybrid     7 1.836644e-02
## 2448                                Optima Hybrid EX     4 1.049511e-02
## 2449                           Optima Plug-in Hybrid     1 2.623777e-03
## 2450                                           Optra     8 2.099021e-02
## 2451                                         Optra 5     6 1.574266e-02
## 2452                                     Optra Wagon     6 1.574266e-02
## 2453                                     Outback AWD    17 4.460420e-02
## 2454                               Outback Wagon AWD    34 8.920841e-02
## 2455                                   Outlander 2WD    23 6.034686e-02
## 2456                                   Outlander 4WD    27 7.084197e-02
## 2457                             Outlander Sport 2WD    16 4.198043e-02
## 2458                             Outlander Sport 4WD     9 2.361399e-02
## 2459                                     Outlook AWD     4 1.049511e-02
## 2460                                     Outlook FWD     4 1.049511e-02
## 2461                                              P1     2 5.247553e-03
## 2462                                        Pacifica     2 5.247553e-03
## 2463                                    Pacifica 2WD     7 1.836644e-02
## 2464                                    Pacifica AWD     5 1.311888e-02
## 2465                                    Pacifica FWD     2 5.247553e-03
## 2466                         Pacifica Plug-in Hybrid     1 2.623777e-03
## 2467                                        Panamera     6 1.574266e-02
## 2468                                      Panamera 4     6 1.574266e-02
## 2469                                     Panamera 4S     7 1.836644e-02
## 2470                           Panamera 4S Executive     3 7.871330e-03
## 2471                                    Panamera GTS     4 1.049511e-02
## 2472                                      Panamera S     7 1.836644e-02
## 2473                             Panamera S E-Hybrid     3 7.871330e-03
## 2474                               Panamera S Hybrid     2 5.247553e-03
## 2475                                  Panamera Turbo     7 1.836644e-02
## 2476                        Panamera Turbo Executive     3 7.871330e-03
## 2477                                Panamera Turbo S     5 1.311888e-02
## 2478                      Panamera Turbo S Executive     3 7.871330e-03
## 2479                                  Panoz Roadster     1 2.623777e-03
## 2480                                      Parisienne    18 4.722798e-02
## 2481                                Parisienne Wagon     8 2.099021e-02
## 2482                                     Park Avenue    28 7.346575e-02
## 2483                                       Park Ward     3 7.871330e-03
## 2484                                     Pas-Syclone     2 5.247553e-03
## 2485                                     Pas-typhoon     1 2.623777e-03
## 2486                                     Pas-Typhoon     1 2.623777e-03
## 2487                                           Paseo    16 4.198043e-02
## 2488                               Paseo Convertible     6 1.574266e-02
## 2489                                          Passat    95 2.492588e-01
## 2490                                  Passat 4motion    18 4.722798e-02
## 2491                                   Passat Syncro     3 7.871330e-03
## 2492                                    Passat Wagon    64 1.679217e-01
## 2493                            Passat Wagon 4motion    17 4.460420e-02
## 2494                             Passat Wagon Syncro     3 7.871330e-03
## 2495                                    Passport 2WD    22 5.772309e-02
## 2496                                    Passport 4WD    18 4.722798e-02
## 2497                                  Pathfinder 2WD    52 1.364364e-01
## 2498                                  Pathfinder 4WD    56 1.469315e-01
## 2499                         Pathfinder 4WD Platinum     3 7.871330e-03
## 2500                           Pathfinder Armada 2WD     1 2.623777e-03
## 2501                           Pathfinder Armada 4WD     1 2.623777e-03
## 2502                               Pathfinder FE 2WD     2 5.247553e-03
## 2503                           Pathfinder Hybrid 2WD     2 5.247553e-03
## 2504                           Pathfinder Hybrid 4WD     2 5.247553e-03
## 2505                          Pathfinder Van (cargo)     2 5.247553e-03
## 2506                                     Patriot 2WD    25 6.559442e-02
## 2507                                     Patriot 4WD    33 8.658463e-02
## 2508                                     Patriot FWD    17 4.460420e-02
## 2509                                         Phaeton     7 1.836644e-02
## 2510                                         Phantom    14 3.673287e-02
## 2511                                   Phantom Coupe     9 2.361399e-02
## 2512                          Phantom Drophead Coupe    10 2.623777e-02
## 2513                                     Phantom EWB    11 2.886154e-02
## 2514                                         Phoenix     6 1.574266e-02
## 2515                                 Pickup 2500 2WD    45 1.180699e-01
## 2516                                 Pickup 2500 4WD    31 8.133708e-02
## 2517                                      Pickup 2WD    72 1.889119e-01
## 2518                                Pickup 2WD 1-Ton     5 1.311888e-02
## 2519                                      Pickup 4WD    28 7.346575e-02
## 2520                              Pickup Cab Chassis     2 5.247553e-03
## 2521                                       Pilot 2WD    12 3.148532e-02
## 2522                                       Pilot 4WD    15 3.935665e-02
## 2523                                       Pilot AWD     2 5.247553e-03
## 2524                                       Pilot FWD     2 5.247553e-03
## 2525                                      Plus Eight     3 7.871330e-03
## 2526                                      Pony Excel     3 7.871330e-03
## 2527                                  PORSCHE 928 S4     1 2.623777e-03
## 2528                             Post Office DJ5 2WD     1 2.623777e-03
## 2529                             Post Office DJ8 2WD     1 2.623777e-03
## 2530                          Postal Cab Chassis 2WD     4 1.049511e-02
## 2531                                  Postal Vehicle     1 2.623777e-03
## 2532                                Power Ram 50 4WD    14 3.673287e-02
## 2533                         Power Ram 50 Pickup 4WD    17 4.460420e-02
## 2534                                 Power Ram50 4WD     8 2.099021e-02
## 2535                                          Precis    25 6.559442e-02
## 2536                                         Prelude    70 1.836644e-01
## 2537                                         Premier     8 2.099021e-02
## 2538                                          Previa    12 3.148532e-02
## 2539                                 Previa All-Trac    11 2.886154e-02
## 2540                                           Prius    17 4.460420e-02
## 2541                                         Prius c     6 1.574266e-02
## 2542                                       Prius Eco     2 5.247553e-03
## 2543                            Prius Plug-in Hybrid     4 1.049511e-02
## 2544                                     Prius Prime     1 2.623777e-03
## 2545                                         Prius v     6 1.574266e-02
## 2546                                           Prizm    49 1.285651e-01
## 2547                                           Probe    41 1.075748e-01
## 2548                                  Promaster City     3 7.871330e-03
## 2549                                         Protege    38 9.970351e-02
## 2550                               Protege/Protege 5     7 1.836644e-02
## 2551                             Protege/Protege MPS     4 1.049511e-02
## 2552                                         Prowler     4 1.049511e-02
## 2553                                      PT Cruiser    32 8.396085e-02
## 2554                          PT Cruiser Convertible    16 4.198043e-02
## 2555                                       Pulsar NX    17 4.460420e-02
## 2556                                Pulsar/Pulsar-NX    10 2.623777e-02
## 2557                                               Q     1 2.623777e-03
## 2558                                              Q3     3 7.871330e-03
## 2559                                      Q3 quattro     3 7.871330e-03
## 2560                                             Q40     1 2.623777e-03
## 2561                                         Q40 AWD     1 2.623777e-03
## 2562                                             Q45    17 4.460420e-02
## 2563                      Q45 Full-Active Suspension     5 1.311888e-02
## 2564                                       Q45 Sport     1 2.623777e-03
## 2565                                              Q5    17 4.460420e-02
## 2566                                       Q5 Hybrid     4 1.049511e-02
## 2567                                             Q50     6 1.574266e-02
## 2568                                         Q50 AWD     6 1.574266e-02
## 2569                                      Q50 Hybrid     4 1.049511e-02
## 2570                                  Q50 Hybrid AWD     4 1.049511e-02
## 2571                                            Q50a     2 5.247553e-03
## 2572                                        Q50a AWD     2 5.247553e-03
## 2573                                            Q50S     1 2.623777e-03
## 2574                                        Q50S AWD     1 2.623777e-03
## 2575                                     Q50S Hybrid     2 5.247553e-03
## 2576                                 Q50S Hybrid AWD     2 5.247553e-03
## 2577                                  Q50S Red Sport     2 5.247553e-03
## 2578                             Q50S Red Sport  AWD     2 5.247553e-03
## 2579                                             Q60     4 1.049511e-02
## 2580                                         Q60 AWD     3 7.871330e-03
## 2581                                   Q60 AWD Coupe     1 2.623777e-03
## 2582                                 Q60 Convertible     4 1.049511e-02
## 2583                                       Q60 Coupe     2 5.247553e-03
## 2584                                  Q60S Red Sport     1 2.623777e-03
## 2585                              Q60S Red Sport AWD     1 2.623777e-03
## 2586                                              Q7    15 3.935665e-02
## 2587                                             Q70     8 2.099021e-02
## 2588                                         Q70 AWD     8 2.099021e-02
## 2589                                      Q70 Hybrid     4 1.049511e-02
## 2590                                          QC Car     1 2.623777e-03
## 2591                                         Quantum    19 4.985176e-02
## 2592                            Quantum Syncro Wagon     4 1.049511e-02
## 2593                                   Quantum Wagon    21 5.509931e-02
## 2594                                         Quattro     3 7.871330e-03
## 2595                                    Quattroporte    14 3.673287e-02
## 2596                                Quattroporte GTS     4 1.049511e-02
## 2597                                  Quattroporte S     2 5.247553e-03
## 2598                             Quattroporte SQ4 V6     4 1.049511e-02
## 2599                        Quattroporte/QP Sport GT     2 5.247553e-03
## 2600                                           Quest    26 6.821819e-02
## 2601                                            QX30     1 2.623777e-03
## 2602                                        QX30 AWD     1 2.623777e-03
## 2603                                         QX4 2WD     3 7.871330e-03
## 2604                                         QX4 4WD     8 2.099021e-02
## 2605                                            QX50     4 1.049511e-02
## 2606                                        QX50 AWD     4 1.049511e-02
## 2607                                        QX56 2WD    10 2.623777e-02
## 2608                                        QX56 4WD    10 2.623777e-02
## 2609                                        QX60 AWD     4 1.049511e-02
## 2610                                        QX60 FWD     4 1.049511e-02
## 2611                                 QX60 Hybrid AWD     4 1.049511e-02
## 2612                                 QX60 Hybrid FWD     4 1.049511e-02
## 2613                                        QX70 AWD     5 1.311888e-02
## 2614                                        QX70 RWD     4 1.049511e-02
## 2615                                        QX80 2WD     4 1.049511e-02
## 2616                                        QX80 4WD     4 1.049511e-02
## 2617            QX80 4WD (over 6000 lbs curb weight)     1 2.623777e-03
## 2618                                  R10 Pickup 2WD    13 3.410910e-02
## 2619                                R10 Suburban 2WD     5 1.311888e-02
## 2620                                  R15 Pickup 2WD    13 3.410910e-02
## 2621                                R15 Suburban 2WD     5 1.311888e-02
## 2622                              R1500 Suburban 2WD    12 3.148532e-02
## 2623                            R20 (C20) Pickup 2WD    10 2.623777e-02
## 2624                                  R25 Pickup 2WD    10 2.623777e-02
## 2625                                             R32     2 5.247553e-03
## 2626                                    R320 Bluetec     1 2.623777e-03
## 2627                                 R320 CDI 4matic     2 5.247553e-03
## 2628                                            R350     2 5.247553e-03
## 2629                                     R350 4matic     7 1.836644e-02
## 2630                                    R350 Bluetec     1 2.623777e-03
## 2631                             R350 Bluetec 4matic     2 5.247553e-03
## 2632                                            R500     1 2.623777e-03
## 2633                                     R500 4matic     1 2.623777e-03
## 2634                                         R63 AMG     1 2.623777e-03
## 2635                                              R8    25 6.559442e-02
## 2636                                       R8 Spyder    17 4.460420e-02
## 2637                                          Rabbit    24 6.297064e-02
## 2638                              Rabbit Convertible     4 1.049511e-02
## 2639                                          Raider     7 1.836644e-02
## 2640                                      Raider 4WD     3 7.871330e-03
## 2641                               Raider Pickup 2WD    16 4.198043e-02
## 2642                               Raider Pickup 4WD    14 3.673287e-02
## 2643                                     Rainier 2WD     8 2.099021e-02
## 2644                                     Rainier AWD     8 2.099021e-02
## 2645                                Rally G15/25 2WD    11 2.886154e-02
## 2646                    Rally G15/25 2WD (passenger)     1 2.623777e-03
## 2647                                   Rally G35 2WD     2 5.247553e-03
## 2648                             Ram 1500 Pickup 2WD    98 2.571301e-01
## 2649                         Ram 1500 Pickup 2WD FFV     1 2.623777e-03
## 2650                             Ram 1500 Pickup 4WD    58 1.521790e-01
## 2651                         Ram 1500 Pickup 4WD FFV     1 2.623777e-03
## 2652                             Ram 2500 Pickup 2WD    12 3.148532e-02
## 2653                             Ram 2500 Pickup 4WD    12 3.148532e-02
## 2654                               Ram 50 Pickup 2WD    47 1.233175e-01
## 2655                                Ram Van 1500 2WD     9 2.361399e-02
## 2656                                Ram Van 2500 2WD     9 2.361399e-02
## 2657                            Ram Van 2500 2WD CNG     3 7.871330e-03
## 2658                              Ram Wagon 1500 2WD     3 7.871330e-03
## 2659                              Ram Wagon 2500 2WD     3 7.871330e-03
## 2660                          Ram Wagon 2500 2WD CNG     2 5.247553e-03
## 2661                                  Ramcharger 2WD     4 1.049511e-02
## 2662                                  Ramcharger 4WD     7 1.836644e-02
## 2663                              Rampage Pickup 2WD     5 1.311888e-02
## 2664                                     Range Rover    45 1.180699e-01
## 2665                                 Range Rover 4.0     1 2.623777e-03
## 2666                                 Range Rover 4.6     1 2.623777e-03
## 2667                              Range Rover County     2 5.247553e-03
## 2668                      Range Rover County Classic     1 2.623777e-03
## 2669                          Range Rover County LWB     3 7.871330e-03
## 2670                              Range Rover Evoque     6 1.574266e-02
## 2671                  Range Rover Evoque Convertible     2 5.247553e-03
## 2672                                 Range Rover FFV     3 7.871330e-03
## 2673                               Range Rover L FFV     3 7.871330e-03
## 2674                                 Range Rover LWB     4 1.049511e-02
## 2675                               Range Rover Sport    25 6.559442e-02
## 2676                           Range Rover Sport FFV     3 7.871330e-03
## 2677                          Range Rover Sport TDV6     1 2.623777e-03
## 2678                                Range Rover TDV6     1 2.623777e-03
## 2679                                      Ranger 2WD     8 2.099021e-02
## 2680                                  Ranger 2WD FFV     6 1.574266e-02
## 2681                                      Ranger 4WD     4 1.049511e-02
## 2682                                  Ranger 4WD FFV     4 1.049511e-02
## 2683                               Ranger Pickup 2WD   169 4.434183e-01
## 2684                               Ranger Pickup 4WD   113 2.964868e-01
## 2685                       Ranger Pickup Cab Chassis     7 1.836644e-02
## 2686                   Ranger Pickup Cab Chassis 2WD     3 7.871330e-03
## 2687                                   Ranger2WD FFV     1 2.623777e-03
## 2688                                          Rapide     3 7.871330e-03
## 2689                                        Rapide S     4 1.049511e-02
## 2690                                            RAV4     4 1.049511e-02
## 2691                                        RAV4 2WD    35 9.183218e-02
## 2692                                        RAV4 4WD    34 8.920841e-02
## 2693                                        RAV4 AWD     5 1.311888e-02
## 2694                                         RAV4 EV     7 1.836644e-02
## 2695                                 RAV4 Hybrid AWD     2 5.247553e-03
## 2696                                     RAV4 LE/XLE     3 7.871330e-03
## 2697                                RAV4 Limited AWD     3 7.871330e-03
## 2698                         RAV4 Limited AWD/SE AWD     2 5.247553e-03
## 2699                               RAV4 Soft Top 2WD     6 1.574266e-02
## 2700                               RAV4 Soft Top 4WD     6 1.574266e-02
## 2701                                         RC 200t     2 5.247553e-03
## 2702                                      RC 300 AWD     2 5.247553e-03
## 2703                                          RC 350     3 7.871330e-03
## 2704                                      RC 350 AWD     3 7.871330e-03
## 2705                                            RC F     3 7.871330e-03
## 2706                                         RDX 2WD     7 1.836644e-02
## 2707                                         RDX 4WD    10 2.623777e-02
## 2708                                         RDX AWD     1 2.623777e-03
## 2709                                         RDX FWD     1 2.623777e-03
## 2710                                          Reatta     4 1.049511e-02
## 2711                                           Regal    87 2.282686e-01
## 2712                                       Regal AWD     4 1.049511e-02
## 2713                                   Regal eAssist     5 1.311888e-02
## 2714                                   Regal/Century     3 7.871330e-03
## 2715                                       Relay AWD     2 5.247553e-03
## 2716                                       Relay FWD     5 1.311888e-02
## 2717                                         Reliant    35 9.183218e-02
## 2718                                   Reliant Wagon    28 7.346575e-02
## 2719                                     Renaissance     1 2.623777e-03
## 2720                         Renault Medallion Sedan     2 5.247553e-03
## 2721                         Renault Medallion Wagon     2 5.247553e-03
## 2722                                  Rendezvous AWD     9 2.361399e-02
## 2723                                  Rendezvous FWD     8 2.099021e-02
## 2724                                    Renegade 2WD     6 1.574266e-02
## 2725                                    Renegade 4WD     6 1.574266e-02
## 2726                                            Reno     8 2.099021e-02
## 2727                                   Ridgeline AWD     1 2.623777e-03
## 2728                                   Ridgeline FWD     1 2.623777e-03
## 2729                             Ridgeline Truck 4WD     9 2.361399e-02
## 2730                                             Rio    36 9.445596e-02
## 2731                                         Rio Eco     5 1.311888e-02
## 2732                                         Riviera    25 6.559442e-02
## 2733                             Riviera Convertible     8 2.099021e-02
## 2734                                              RL     8 2.099021e-02
## 2735                                             RLX     4 1.049511e-02
## 2736                                      RLX Hybrid     3 7.871330e-03
## 2737                                      Roadmaster     5 1.311888e-02
## 2738                                Roadmaster Wagon     7 1.836644e-02
## 2739                                        Roadster     1 2.623777e-03
## 2740                                     Roadster V8     1 2.623777e-03
## 2741                                       Rocky 4WD     3 7.871330e-03
## 2742                                       Rodeo 2WD    44 1.154462e-01
## 2743                                       Rodeo 4WD    29 7.608952e-02
## 2744                                 Rodeo Sport 2WD     9 2.361399e-02
## 2745                                 Rodeo Sport 4WD     5 1.311888e-02
## 2746                                       Rogue AWD    10 2.623777e-02
## 2747                                       Rogue FWD    10 2.623777e-02
## 2748                               Rogue Hybrid  AWD     1 2.623777e-03
## 2749                               Rogue Hybrid  FWD     1 2.623777e-03
## 2750                                Rogue Select AWD     2 5.247553e-03
## 2751                                Rogue Select FWD     2 5.247553e-03
## 2752                                           Rondo    12 3.148532e-02
## 2753                                          Routan     6 1.574266e-02
## 2754                                      Routan FWD     2 5.247553e-03
## 2755                                            RS 5     3 7.871330e-03
## 2756                                  RS 5 Cabriolet     3 7.871330e-03
## 2757                                            RS 7     4 1.049511e-02
## 2758                                             RS4     2 5.247553e-03
## 2759                                   RS4 Cabriolet     1 2.623777e-03
## 2760                                             RS6     1 2.623777e-03
## 2761                                             RSX    15 3.935665e-02
## 2762                                             Ruf     3 7.871330e-03
## 2763                                            RX-7    36 9.445596e-02
## 2764                                            RX-8    16 4.198043e-02
## 2765                                          RX 300     5 1.311888e-02
## 2766                                      RX 300 4WD     5 1.311888e-02
## 2767                                      RX 330 2WD     6 1.574266e-02
## 2768                                      RX 330 4WD     6 1.574266e-02
## 2769                                          RX 350     6 1.574266e-02
## 2770                                      RX 350 2WD     8 2.099021e-02
## 2771                                      RX 350 4WD     6 1.574266e-02
## 2772                                      RX 350 AWD    11 2.886154e-02
## 2773                                     RX 400h 2WD     3 7.871330e-03
## 2774                                     RX 400h 4WD     3 7.871330e-03
## 2775                                         RX 450h     7 1.836644e-02
## 2776                                     RX 450h AWD     8 2.099021e-02
## 2777                                        RX Turbo     2 5.247553e-03
## 2778                                          S-Type     4 1.049511e-02
## 2779                                S-type (X200) V6     1 2.623777e-03
## 2780                                S-type (X200) V8     1 2.623777e-03
## 2781                                S-Type 3.0 Litre     9 2.361399e-02
## 2782                                S-Type 4.2 Litre     6 1.574266e-02
## 2783                                        S-Type R     6 1.574266e-02
## 2784                                  S10 Blazer 2WD    54 1.416839e-01
## 2785                                  S10 Blazer 4WD    14 3.673287e-02
## 2786                             S10 Cab Chassis 2WD    19 4.985176e-02
## 2787                                    S10 Electric     2 5.247553e-03
## 2788                                  S10 Pickup 2WD   118 3.096056e-01
## 2789                              S10 Pickup 2WD FFV     4 1.049511e-02
## 2790                                  S10 Pickup 4WD    37 9.707974e-02
## 2791                            S10 Utility Body 2WD     2 5.247553e-03
## 2792                             S15 Cab Chassis 2WD    16 4.198043e-02
## 2793                                   S15 Jimmy 2WD    45 1.180699e-01
## 2794                                   S15 Jimmy 4WD     5 1.311888e-02
## 2795                                  S15 Pickup 2WD    61 1.600504e-01
## 2796                                  S15 Pickup 4WD     5 1.311888e-02
## 2797                            S15 Utility Body 2WD     2 5.247553e-03
## 2798                                           S2000    10 2.623777e-02
## 2799                                     S281 Family     3 7.871330e-03
## 2800                                              S3     3 7.871330e-03
## 2801                                            S320    13 3.410910e-02
## 2802                                     S331 Family     1 2.623777e-03
## 2803                                            S350     2 5.247553e-03
## 2804                             S350 Bluetec 4matic     2 5.247553e-03
## 2805                                           S350D     1 2.623777e-03
## 2806                                              S4    33 8.658463e-02
## 2807                                        S4 Avant    14 3.673287e-02
## 2808                                    S4 Cabriolet    12 3.148532e-02
## 2809                                         S40 AWD    12 3.148532e-02
## 2810                                         S40 FWD    32 8.396085e-02
## 2811                                     S400 Hybrid     4 1.049511e-02
## 2812                                            S420     6 1.574266e-02
## 2813                                            S430     7 1.836644e-02
## 2814                                     S430 4matic     4 1.049511e-02
## 2815                                              S5    20 5.247553e-02
## 2816                                    S5 Cabriolet     8 2.099021e-02
## 2817                                            S500    11 2.886154e-02
## 2818                                     S500 4matic     4 1.049511e-02
## 2819                                      S500 Coupe     4 1.049511e-02
## 2820                                      S500 Sedan     2 5.247553e-03
## 2821                                         S55 AMG     6 1.574266e-02
## 2822                                            S550    11 2.886154e-02
## 2823                                     S550 4matic    11 2.886154e-02
## 2824                               S550 4matic Coupe     3 7.871330e-03
## 2825                                S550 Convertible     1 2.623777e-03
## 2826                                           S550e     3 7.871330e-03
## 2827                                              S6    11 2.886154e-02
## 2828                                        S6 Avant     2 5.247553e-03
## 2829                                        S6 Wagon     1 2.623777e-03
## 2830                                             S60     6 1.574266e-02
## 2831                                         S60 AWD    25 6.559442e-02
## 2832                                      S60 CC AWD     2 5.247553e-03
## 2833                                         S60 FWD    45 1.180699e-01
## 2834                             S60 Inscription AWD     2 5.247553e-03
## 2835                             S60 Inscription FWD     2 5.247553e-03
## 2836                                S60 Polestar AWD     1 2.623777e-03
## 2837                                S60 PoleStar AWD     2 5.247553e-03
## 2838                                       S60 R AWD     8 2.099021e-02
## 2839                                            S600    20 5.247553e-02
## 2840                                      S600 Coupe     4 1.049511e-02
## 2841                                      S600 Sedan     2 5.247553e-03
## 2842                                         S63 AMG     6 1.574266e-02
## 2843                                  S63 AMG 4matic     2 5.247553e-03
## 2844                            S63 AMG 4matic Coupe     1 2.623777e-03
## 2845                                         S65 AMG     9 2.361399e-02
## 2846                             S65 AMG Convertible     1 2.623777e-03
## 2847                                   S65 AMG Coupe     2 5.247553e-03
## 2848                                              S7     5 1.311888e-02
## 2849                                             S70    15 3.935665e-02
## 2850                                         S70 AWD     3 7.871330e-03
## 2851                                              S8     9 2.361399e-02
## 2852                                      S8 quattro     2 5.247553e-03
## 2853                                             S80     4 1.049511e-02
## 2854                                         S80 AWD    17 4.460420e-02
## 2855                                         S80 FWD    13 3.410910e-02
## 2856                               S80/S80 Executive     6 1.574266e-02
## 2857                                 S80/S80 Premier     3 7.871330e-03
## 2858                                             S90     1 2.623777e-03
## 2859                                         S90 AWD     1 2.623777e-03
## 2860                                         S90 FWD     1 2.623777e-03
## 2861                                           SA310     2 5.247553e-03
## 2862                                           Sable    43 1.128224e-01
## 2863                                     Sable (FFV)     1 2.623777e-03
## 2864                                       Sable AWD     2 5.247553e-03
## 2865                                       Sable FWD     2 5.247553e-03
## 2866                                     Sable Wagon    42 1.101986e-01
## 2867                               Sable Wagon (FFV)     1 2.623777e-03
## 2868                             Sable Wagon 3.0 A/C     1 2.623777e-03
## 2869                              Sable Wagon V6 A/C     6 1.574266e-02
## 2870                              Safari 2WD (cargo)    50 1.311888e-01
## 2871                          Safari 2WD (passenger)    35 9.183218e-02
## 2872                          Safari 2WD (Passenger)     6 1.574266e-02
## 2873                   Safari 2WD Conversion (cargo)     3 7.871330e-03
## 2874                              Safari AWD (cargo)    17 4.460420e-02
## 2875                          Safari AWD (passenger)    11 2.886154e-02
## 2876                          Safari AWD (Passenger)     6 1.574266e-02
## 2877                   Safari AWD Conversion (cargo)     3 7.871330e-03
## 2878                                    Safari Wagon     3 7.871330e-03
## 2879                          Saloon/Vantage/Volante    14 3.673287e-02
## 2880                                         Samurai     2 5.247553e-03
## 2881                                     Samurai 2WD     3 7.871330e-03
## 2882                             Samurai Convertible     4 1.049511e-02
## 2883                                 Samurai Hardtop     4 1.049511e-02
## 2884                             Samurai Hardtop 4WD     1 2.623777e-03
## 2885                            Samurai Soft-top 4WD     5 1.311888e-02
## 2886                                    Santa Fe 2WD    43 1.128224e-01
## 2887                                    Santa Fe 4WD    27 7.084197e-02
## 2888                                    Santa Fe AWD     3 7.871330e-03
## 2889                                    Santa Fe FWD     3 7.871330e-03
## 2890                              Santa Fe Sport 2WD     4 1.049511e-02
## 2891                              Santa Fe Sport 4WD     4 1.049511e-02
## 2892                              Santa Fe Sport AWD     6 1.574266e-02
## 2893                              Santa Fe Sport FWD     6 1.574266e-02
## 2894                     Santa Fe Sport Ultimate AWD     1 2.623777e-03
## 2895                     Santa Fe Sport Ultimate FWD     3 7.871330e-03
## 2896                           Santa Fe Ultimate 2WD     1 2.623777e-03
## 2897                           Santa Fe Ultimate 4WD     1 2.623777e-03
## 2898                           Santa Fe Ultimate AWD     3 7.871330e-03
## 2899                           Santa Fe Ultimate FWD     3 7.871330e-03
## 2900                        Savana (cargo) (Bi-fuel)     1 2.623777e-03
## 2901             Savana 15/25 2WD Conversion (cargo)    12 3.148532e-02
## 2902             Savana 15/25 AWD Conversion (cargo)     3 7.871330e-03
## 2903             Savana 1500  2WD Conversion (cargo)     1 2.623777e-03
## 2904                        Savana 1500  AWD (cargo)     5 1.311888e-02
## 2905                    Savana 1500  AWD (cargo) FFV     1 2.623777e-03
## 2906             Savana 1500  AWD Conversion (cargo)    10 2.623777e-02
## 2907         Savana 1500  AWD Conversion (cargo) FFV     1 2.623777e-03
## 2908                         Savana 1500 2WD (cargo)    12 3.148532e-02
## 2909                     Savana 1500 2WD (cargo) FFV     1 2.623777e-03
## 2910                     Savana 1500 2WD (Passenger)     7 1.836644e-02
## 2911                 Savana 1500 2WD (Passenger) FFV     1 2.623777e-03
## 2912              Savana 1500 2WD Conversion (cargo)     5 1.311888e-02
## 2913          Savana 1500 2WD Conversion (cargo) FFV     1 2.623777e-03
## 2914                         Savana 1500 AWD (cargo)     1 2.623777e-03
## 2915                     Savana 1500 AWD (Passenger)    14 3.673287e-02
## 2916                 Savana 1500 AWD (Passenger) FFV     1 2.623777e-03
## 2917              Savana 1500 AWD Conversion (cargo)     1 2.623777e-03
## 2918               Savana 1500/2500  2WD (Passenger)     3 7.871330e-03
## 2919                    Savana 1500/2500 2WD (cargo)    35 9.183218e-02
## 2920                Savana 1500/2500 2WD (passenger)    12 3.148532e-02
## 2921                Savana 1500/2500 2WD (Passenger)    18 4.722798e-02
## 2922                    Savana 1500/2500 AWD (cargo)     8 2.099021e-02
## 2923                         Savana 2500 2WD (cargo)     2 5.247553e-03
## 2924                     Savana 2500 2WD (Passenger)    12 3.148532e-02
## 2925              Savana 2500 2WD Conversion (cargo)     6 1.574266e-02
## 2926                         Savana 3500 2WD (cargo)     2 5.247553e-03
## 2927                     Savana 3500 2WD (Passenger)    12 3.148532e-02
## 2928                    Savana Cargo (dedicated CNG)     1 2.623777e-03
## 2929                      Savana Passenger (Bi-fuel)     1 2.623777e-03
## 2930                Savana Passenger (dedicated CNG)     1 2.623777e-03
## 2931                                              SC    50 1.311888e-01
## 2932                                   SC 300/SC 400    20 5.247553e-02
## 2933                                   SC 300/SC 430     2 5.247553e-03
## 2934                                          SC 430     7 1.836644e-02
## 2935                                        Scirocco    10 2.623777e-02
## 2936                                    Scirocco 16v     3 7.871330e-03
## 2937                                         Scorpio     4 1.049511e-02
## 2938                                          Scoupe    13 3.410910e-02
## 2939                                       Scrambler    12 3.148532e-02
## 2940                            Scrambler Pickup 4WD    12 3.148532e-02
## 2941                                         Sebring    63 1.652979e-01
## 2942                                  Sebring 4 Door    19 4.985176e-02
## 2943                                     Sebring AWD     1 2.623777e-03
## 2944                             Sebring Convertible    40 1.049511e-01
## 2945                         Sebring Convertible FFV     1 2.623777e-03
## 2946                                     Sebring FFV     1 2.623777e-03
## 2947                                           Sedan    17 4.460420e-02
## 2948                                       Sedan 4WD    12 3.148532e-02
## 2949                                    Sedan/3 Door    14 3.673287e-02
## 2950                                Sedan/3 Door 4WD    14 3.673287e-02
## 2951                           Sedan/3Door 4WD Turbo     6 1.574266e-02
## 2952                                          Sedona    15 3.935665e-02
## 2953                                       Sedona SX     3 7.871330e-03
## 2954                                      Sedona SXL     3 7.871330e-03
## 2955                                          Sentra   120 3.148532e-01
## 2956                                  Sentra Classic     2 5.247553e-03
## 2957                                    Sentra Coupe     8 2.099021e-02
## 2958                                       Sentra FE     5 1.311888e-02
## 2959                                 Sentra Honeybee     2 5.247553e-03
## 2960                                    Sentra Nismo     2 5.247553e-03
## 2961                                    Sentra Wagon    23 6.034686e-02
## 2962                                Sentra Wagon 4WD     4 1.049511e-02
## 2963                                    Sentra/200SX    20 5.247553e-02
## 2964                                          Sephia    22 5.772309e-02
## 2965                                  Sephia/Spectra     4 1.049511e-02
## 2966                                     Sequoia 2WD    22 5.772309e-02
## 2967                                     Sequoia 4WD    23 6.034686e-02
## 2968                                 Sequoia 4WD FFV     8 2.099021e-02
## 2969                                        Series 1     2 5.247553e-03
## 2970                                        Series I     1 2.623777e-03
## 2971                                         Seville    27 7.084197e-02
## 2972                                          Shadow    54 1.416839e-01
## 2973                              Shadow Convertible    20 5.247553e-02
## 2974                            Shelby GT350 Mustang     2 5.247553e-03
## 2975                              Sidekick 2Door 2WD     8 2.099021e-02
## 2976                              Sidekick 2Door 4WD    10 2.623777e-02
## 2977                              Sidekick 2Door RWD     2 5.247553e-03
## 2978                                    Sidekick 2WD     5 1.311888e-02
## 2979                              Sidekick 4Door 2WD     6 1.574266e-02
## 2980                              Sidekick 4Door 4WD     8 2.099021e-02
## 2981                              Sidekick 4Door RWD     2 5.247553e-03
## 2982                        Sidekick Convertible 4WD     3 7.871330e-03
## 2983                            Sidekick Hardtop 2WD     3 7.871330e-03
## 2984                            Sidekick Hardtop 4WD    18 4.722798e-02
## 2985                           Sidekick Soft-top 4WD     8 2.099021e-02
## 2986                              Sidekick Sport 2WD     2 5.247553e-03
## 2987                              Sidekick Sport 4WD     6 1.574266e-02
## 2988                              Sidekick Sport RWD     2 5.247553e-03
## 2989                                      Sienna 2WD    23 6.034686e-02
## 2990                                      Sienna 4WD     7 1.836644e-02
## 2991                                      Sienna AWD     7 1.836644e-02
## 2992                            Sierra 15 Hybrid 2WD    10 2.623777e-02
## 2993                            Sierra 15 Hybrid 4WD    10 2.623777e-02
## 2994                                 Sierra 1500 2WD   149 3.909427e-01
## 2995                                 Sierra 1500 4WD   149 3.909427e-01
## 2996                                 Sierra 1500 AWD     3 7.871330e-03
## 2997                                 Sierra 2500 2WD    51 1.338126e-01
## 2998                                 Sierra 2500 4WD    33 8.658463e-02
## 2999                              Sierra 2500 Hd 2WD     1 2.623777e-03
## 3000                          Sierra 2500 HD 2WD CNG     1 2.623777e-03
## 3001                          Sierra 2500 HD 4WD CNG     1 2.623777e-03
## 3002                                  Sierra C15 2WD    50 1.311888e-01
## 3003                              Sierra C15 2WD FFV     3 7.871330e-03
## 3004                      Sierra C15 Cab Chassis 2WD     5 1.311888e-02
## 3005                              Sierra C15 XFE 2WD     4 1.049511e-02
## 3006                          Sierra C15 XFE 2WD FFV     1 2.623777e-03
## 3007                    Sierra Classic 15 Hybrid 2WD     1 2.623777e-03
## 3008                    Sierra Classic 15 Hybrid 4WD     1 2.623777e-03
## 3009                         Sierra Classic 1500 2WD     6 1.574266e-02
## 3010                         Sierra Classic 1500 4WD     6 1.574266e-02
## 3011                         Sierra Classic 1500 AWD     1 2.623777e-03
## 3012                          Sierra Denali 1500 AWD     2 5.247553e-03
## 3013                                  Sierra K15 4WD    49 1.285651e-01
## 3014                              Sierra K15 4WD FFV     3 7.871330e-03
## 3015                                  Sierra K15 AWD     5 1.311888e-02
## 3016                              Sierra K15 AWD FFV     1 2.623777e-03
## 3017                      Sierra K15 Cab Chassis 4WD     5 1.311888e-02
## 3018                                           Sigma     3 7.871330e-03
## 3019                                  Silhouette 2WD    19 4.985176e-02
## 3020                                  Silhouette AWD     3 7.871330e-03
## 3021                                     Silver Dawn     1 2.623777e-03
## 3022                                   Silver Seraph     3 7.871330e-03
## 3023                    Silver Spirit II/Silver Spur     4 1.049511e-02
## 3024                      Silver Spirit III/Spur III     1 2.623777e-03
## 3025                       Silver Spirit/Silver Spur     5 1.311888e-02
## 3026                     Silver Spirit/Spur/Mulsanne     4 1.049511e-02
## 3027                                     Silver Spur     3 7.871330e-03
## 3028                    Silver Spur II Mpw Touring L     1 2.623777e-03
## 3029                       Silver Spur III Limousine     2 5.247553e-03
## 3030                           Silver Spur Limousine    10 2.623777e-02
## 3031                           Silver Spur Park Ward     2 5.247553e-03
## 3032                         Silver Spur/Silver Dawn     1 2.623777e-03
## 3033                         Silverado 15 Hybrid 2WD    10 2.623777e-02
## 3034                         Silverado 15 Hybrid 4WD    10 2.623777e-02
## 3035                              Silverado 1500 2WD    48 1.259413e-01
## 3036                              Silverado 1500 4WD    46 1.206937e-01
## 3037                              Silverado 1500 AWD     2 5.247553e-03
## 3038                              Silverado 2500 2WD     6 1.574266e-02
## 3039                     Silverado 2500 2WD (Bifuel)     1 2.623777e-03
## 3040                           Silverado 2500 HD 2WD     1 2.623777e-03
## 3041                       Silverado 2500 HD 2WD CNG     2 5.247553e-03
## 3042                       Silverado 2500 HD 4WD CNG     1 2.623777e-03
## 3043                               Silverado C15 2WD    47 1.233175e-01
## 3044                           Silverado C15 2WD FFV     3 7.871330e-03
## 3045                   Silverado C15 Cab Chassis 2WD     5 1.311888e-02
## 3046                           Silverado C15 XFE 2WD     4 1.049511e-02
## 3047                       Silverado C15 XFE 2WD FFV     1 2.623777e-03
## 3048                 Silverado Classic 15 Hybrid 2WD     1 2.623777e-03
## 3049                 Silverado Classic 15 Hybrid 4WD     1 2.623777e-03
## 3050                      Silverado Classic 1500 2WD     6 1.574266e-02
## 3051                      Silverado Classic 1500 4WD     6 1.574266e-02
## 3052                               Silverado K15 4WD    48 1.259413e-01
## 3053                           Silverado K15 4WD FFV     3 7.871330e-03
## 3054                   Silverado K15 Cab Chassis 4WD     5 1.311888e-02
## 3055                           Silverado SS 1500 AWD     1 2.623777e-03
## 3056                                        Six Door     1 2.623777e-03
## 3057                                      SJ 410 4WD     2 5.247553e-03
## 3058                                     SJ 410V 4WD     2 5.247553e-03
## 3059                                  SJ410K P/U 4WD     1 2.623777e-03
## 3060                                             SKY    16 4.198043e-02
## 3061                                         Skyhawk    40 1.049511e-01
## 3062                                   Skyhawk Wagon    28 7.346575e-02
## 3063                                         Skylark    46 1.206937e-01
## 3064                                              SL    48 1.259413e-01
## 3065                                           SL320     4 1.049511e-02
## 3066                                           SL400     2 5.247553e-03
## 3067                                           SL450     1 2.623777e-03
## 3068                                           SL500    13 3.410910e-02
## 3069                                        SL55 AMG     6 1.574266e-02
## 3070                                           SL550    10 2.623777e-02
## 3071                                           SL600    15 3.935665e-02
## 3072                                        SL63 AMG     6 1.574266e-02
## 3073                                        SL65 AMG     9 2.361399e-02
## 3074                                          SLC300     1 2.623777e-03
## 3075                                          SLK230     2 5.247553e-03
## 3076                               SLK230 Kompressor    10 2.623777e-02
## 3077                                          SLK250     8 2.099021e-02
## 3078                                          SLK280     6 1.574266e-02
## 3079                                          SLK300     7 1.836644e-02
## 3080                                       SLK32 AMG     3 7.871330e-03
## 3081                                          SLK320     8 2.099021e-02
## 3082                                          SLK350    19 4.985176e-02
## 3083                                       SLK55 AMG    10 2.623777e-02
## 3084                                             SLR     5 1.311888e-02
## 3085                                         SLS AMG     2 5.247553e-03
## 3086                      SLS AMG Black Series Coupe     1 2.623777e-03
## 3087                                   SLS AMG Coupe     2 5.247553e-03
## 3088                                SLS AMG GT Coupe     3 7.871330e-03
## 3089                             SLS AMG GT Roadster     3 7.871330e-03
## 3090                                SLS AMG Roadster     3 7.871330e-03
## 3091                                             SLX     6 1.574266e-02
## 3092                                        Solstice    18 4.722798e-02
## 3093                                  Somerset Regal     4 1.049511e-02
## 3094                                Somerset/Skylark     6 1.574266e-02
## 3095                                          Sonata    93 2.440112e-01
## 3096                                    Sonata (Y-3)     3 7.871330e-03
## 3097                                   Sonata Hybrid     7 1.836644e-02
## 3098                           Sonata Hybrid Limited     3 7.871330e-03
## 3099                                Sonata Hybrid SE     2 5.247553e-03
## 3100                                  Sonata Limited     3 7.871330e-03
## 3101                           Sonata Plug-in Hybrid     2 5.247553e-03
## 3102                            Sonata Sport Limited     3 7.871330e-03
## 3103                                           Sonic    24 6.297064e-02
## 3104                                         Sonic 5    24 6.297064e-02
## 3105                                      Sonic 5 RS     6 1.574266e-02
## 3106                                        Sonic RS     8 2.099021e-02
## 3107                                      Sonoma 2WD    58 1.521790e-01
## 3108                                Sonoma 2WD (FFV)     4 1.049511e-02
## 3109                                      Sonoma 4WD    33 8.658463e-02
## 3110                                     Sorento 2WD    27 7.084197e-02
## 3111                                     Sorento 4WD    23 6.034686e-02
## 3112                                     Sorento AWD     8 2.099021e-02
## 3113                                  Sorento AWD FE     1 2.623777e-03
## 3114                                  Sorento FE AWD     1 2.623777e-03
## 3115                                     Sorento FWD     8 2.099021e-02
## 3116                                            Soul    29 7.608952e-02
## 3117                                        Soul Eco     4 1.049511e-02
## 3118                               Soul ECO dynamics     3 7.871330e-03
## 3119                                   Soul Electric     3 7.871330e-03
## 3120                                     Space Wagon    11 2.886154e-02
## 3121                                 Space Wagon 4WD     1 2.623777e-03
## 3122                                           Spark    10 2.623777e-02
## 3123                                     Spark ACTIV     2 5.247553e-03
## 3124                                        Spark EV     3 7.871330e-03
## 3125                                         Spectra    14 3.673287e-02
## 3126                                    Spectra 1.8L     2 5.247553e-03
## 3127                                    Spectra 2.0L     2 5.247553e-03
## 3128                                        Spectrum    10 2.623777e-02
## 3129                                  Spectrum Turbo     2 5.247553e-03
## 3130                                         Speed 3     6 1.574266e-02
## 3131                                          Spider    18 4.722798e-02
## 3132                    Spider Cambiocorsa/spider GT     2 5.247553e-03
## 3133                    Spider Cambiocorsa/Spider GT     4 1.049511e-02
## 3134                              Spider Veloce 2000     3 7.871330e-03
## 3135                                          Spirit    36 9.445596e-02
## 3136                        Spirit III/Spur III/Dawn     1 2.623777e-03
## 3137                            Sport Van G10/20 2WD    10 2.623777e-02
## 3138                Sport Van G10/20 2WD (passenger)     1 2.623777e-03
## 3139                              Sport Van G30  2WD     1 2.623777e-03
## 3140                               Sport Van G30 2WD     1 2.623777e-03
## 3141                       Sport Van G30 2WD (cargo)     1 2.623777e-03
## 3142                                    Sportage 2WD    45 1.180699e-01
## 3143                                    Sportage 4WD    42 1.101986e-01
## 3144                                    Sportage AWD     5 1.311888e-02
## 3145                                 Sportage FE AWD     1 2.623777e-03
## 3146                                 Sportage FE FWD     1 2.623777e-03
## 3147                                    Sportage FWD     5 1.311888e-02
## 3148                                 Sportage SX AWD     2 5.247553e-03
## 3149                                 Sportage SX FWD     2 5.247553e-03
## 3150                                      Sportwagon     4 1.049511e-02
## 3151                                          Sprint    20 5.247553e-02
## 3152                                       Sprint ER     2 5.247553e-03
## 3153                                    Sprint Metro     1 2.623777e-03
## 3154                                     Sprint Plus     2 5.247553e-03
## 3155                                          Spyder     6 1.574266e-02
## 3156                    Spyder Cambiocorsa/GT/90 ANV     2 5.247553e-03
## 3157                                             SQ5     4 1.049511e-02
## 3158                                             SRX     2 5.247553e-03
## 3159                                         SRX 2WD    17 4.460420e-02
## 3160                                         SRX AWD    21 5.509931e-02
## 3161                                              SS     7 1.836644e-02
## 3162                                             SSC     2 5.247553e-03
## 3163                                  SSR Pickup 2WD     6 1.574266e-02
## 3164                               Stage 3 F-150 2WD     1 2.623777e-03
## 3165                               Stage 3 F-150 4WD     1 2.623777e-03
## 3166                      Stage 3 F-150 Supercab 2WD     1 2.623777e-03
## 3167                      Stage 3 F-150 Supercab 4WD     1 2.623777e-03
## 3168                     Stage 3 F-150 Supercrew 2WD     1 2.623777e-03
## 3169                     Stage 3 F-150 Supercrew 4WD     1 2.623777e-03
## 3170                    Stage 3 F150 Regular Cab 2WD     2 5.247553e-03
## 3171                    Stage 3 F150 Regular Cab 4WD     2 5.247553e-03
## 3172                      Stage 3 F150 Super Cab 2WD     2 5.247553e-03
## 3173                      Stage 3 F150 Super Cab 4WD     2 5.247553e-03
## 3174                     Stage 3 F150 Super Crew 2WD     2 5.247553e-03
## 3175                     Stage 3 F150 Super Crew 4WD     2 5.247553e-03
## 3176                                 Stage 3 Mustang    28 7.346575e-02
## 3177                           Stage 3 Mustang Coupe     1 2.623777e-03
## 3178                                          Stanza    22 5.772309e-02
## 3179                                Stanza Wagon 2WD     6 1.574266e-02
## 3180                                Stanza Wagon 4WD     5 1.311888e-02
## 3181                                         Starion    20 5.247553e-02
## 3182                                         Starlet     3 7.871330e-03
## 3183                                   Station Wagon     1 2.623777e-03
## 3184                                         Stealth    30 7.871330e-02
## 3185                                           Storm    16 4.198043e-02
## 3186                                         Stratus    54 1.416839e-01
## 3187                                  Stratus 4 Door    22 5.772309e-02
## 3188                                             STS    12 3.148532e-02
## 3189                                           STS-V     4 1.049511e-02
## 3190                                         STS 2WD     2 5.247553e-03
## 3191                                         STS AWD    11 2.886154e-02
## 3192                                          Stylus    12 3.148532e-02
## 3193                               Suburban 1500 2WD    38 9.970351e-02
## 3194                           Suburban 1500 2WD FFV     2 5.247553e-03
## 3195                               Suburban 1500 4WD    31 8.133708e-02
## 3196                               Suburban 1500 AWD     6 1.574266e-02
## 3197                               Suburban 2500 2WD     3 7.871330e-03
## 3198                               Suburban 2500 4WD     3 7.871330e-03
## 3199                                Suburban C10 2WD    15 3.935665e-02
## 3200                              Suburban C1500 2WD     6 1.574266e-02
## 3201                                Suburban K10 4WD    15 3.935665e-02
## 3202                              Suburban K1500 4WD     6 1.574266e-02
## 3203                              Suburban V1500 4WD    18 4.722798e-02
## 3204                                          Summit    32 8.396085e-02
## 3205                                    Summit Wagon    34 8.920841e-02
## 3206                                         Sunbird    47 1.233175e-01
## 3207                             Sunbird Convertible    30 7.871330e-02
## 3208                                   Sunbird Wagon    12 3.148532e-02
## 3209                                        Sunburst     8 2.099021e-02
## 3210                                        Sundance    32 8.396085e-02
## 3211                            Sundance Convertible     5 1.311888e-02
## 3212                                 Sundance/Duster    20 5.247553e-02
## 3213                                         Sunfire    46 1.206937e-01
## 3214                                        Super V8     7 1.836644e-02
## 3215                                           Supra    48 1.259413e-01
## 3216                                             SVX     4 1.049511e-02
## 3217                                         SVX AWD     5 1.311888e-02
## 3218                                              SW    36 9.445596e-02
## 3219                                           Swift    38 9.970351e-02
## 3220                                        Swift GA     1 2.623777e-03
## 3221                                        Swift GT     6 1.574266e-02
## 3222                                       Swift GTI     2 5.247553e-03
## 3223                                         Swift x     8 2.099021e-02
## 3224                                             SX4    14 3.673287e-02
## 3225                                         SX4 AWD    14 3.673287e-02
## 3226                                       SX4 Sedan    12 3.148532e-02
## 3227                                       SX4 Sport     8 2.099021e-02
## 3228                   SX4 Sport/Anniversary Edition     2 5.247553e-03
## 3229                            T10 (S10) Blazer 4WD    35 9.183218e-02
## 3230                            T10 (S10) Pickup 4WD    37 9.707974e-02
## 3231                                        T100 2WD    24 6.297064e-02
## 3232                                        T100 4WD    10 2.623777e-02
## 3233                             T15 (S15) Jimmy 4WD    35 9.183218e-02
## 3234                            T15 (S15) Pickup 4WD    37 9.707974e-02
## 3235                                      Tacoma 2WD    96 2.518826e-01
## 3236                                      Tacoma 4WD    86 2.256448e-01
## 3237                           Tacoma 4WD Double Cab     2 5.247553e-03
## 3238                                  Tahoe 1500 2WD    43 1.128224e-01
## 3239                              Tahoe 1500 2WD FFV     1 2.623777e-03
## 3240                                  Tahoe 1500 4WD    37 9.707974e-02
## 3241                              Tahoe 1500 4WD FFV     1 2.623777e-03
## 3242                                  Tahoe 1500 AWD     6 1.574266e-02
## 3243                              Tahoe 1500 XFE 2WD     1 2.623777e-03
## 3244                                   Tahoe C10 2WD     1 2.623777e-03
## 3245                                 Tahoe C1500 2WD     6 1.574266e-02
## 3246                                Tahoe Hybrid 2WD     6 1.574266e-02
## 3247                                Tahoe Hybrid 4WD     6 1.574266e-02
## 3248                                   Tahoe K10 4WD     1 2.623777e-03
## 3249                                 Tahoe K1500 4WD     6 1.574266e-02
## 3250                                           Talon    64 1.679217e-01
## 3251                                           Targa     6 1.574266e-02
## 3252                                       Targa Kit     5 1.311888e-02
## 3253                                          Taurus    61 1.600504e-01
## 3254                                      Taurus AWD    18 4.722798e-02
## 3255                                  Taurus AWD FFV     5 1.311888e-02
## 3256                                      Taurus FFV     2 5.247553e-03
## 3257                                      Taurus FWD    18 4.722798e-02
## 3258                                  Taurus FWD FFV     5 1.311888e-02
## 3259                                      Taurus SHO    13 3.410910e-02
## 3260                                    Taurus Wagon    46 1.206937e-01
## 3261                            Taurus Wagon 3.0 A/C     1 2.623777e-03
## 3262                                Taurus Wagon FFV     1 2.623777e-03
## 3263                             Taurus Wagon V6 A/C     6 1.574266e-02
## 3264                                    Taurus X AWD     2 5.247553e-03
## 3265                                    Taurus X FWD     2 5.247553e-03
## 3266                                              tC    24 6.297064e-02
## 3267                                           TC By     4 1.049511e-02
## 3268                               TC By Convertible     2 5.247553e-03
## 3269                                  TC by Maserati     1 2.623777e-03
## 3270                                           Tempo    45 1.180699e-01
## 3271                                       Tempo AWD     5 1.311888e-02
## 3272                                        Tempo FS     1 2.623777e-03
## 3273                                          Tercel    56 1.469315e-01
## 3274                                       Tercel EZ     1 2.623777e-03
## 3275                                    Tercel Wagon     6 1.574266e-02
## 3276                                Tercel Wagon 2WD     8 2.099021e-02
## 3277                                Tercel Wagon 4WD    11 2.886154e-02
## 3278                                     Terrain AWD    23 6.034686e-02
## 3279                                     Terrain FWD    26 6.821819e-02
## 3280                                     Terraza AWD     2 5.247553e-03
## 3281                                     Terraza FWD     6 1.574266e-02
## 3282                                      Testarossa    14 3.673287e-02
## 3283                                           Th!nk     1 2.623777e-03
## 3284                                     Thunderbird    68 1.784168e-01
## 3285                                         Tiburon    43 1.128224e-01
## 3286                                 Tiburon (Coupe)     4 1.049511e-02
## 3287                                          Tiguan    15 3.935665e-02
## 3288                                  Tiguan 4motion     9 2.361399e-02
## 3289                                       Titan 2WD    22 5.772309e-02
## 3290                                   Titan 2WD FFV     2 5.247553e-03
## 3291                                       Titan 4WD    22 5.772309e-02
## 3292                                Titan 4WD  PRO4X     1 2.623777e-03
## 3293                                   Titan 4WD FFV     2 5.247553e-03
## 3294                                    Titan FE 2WD     1 2.623777e-03
## 3295                                Titan FE 2WD FFV     1 2.623777e-03
## 3296                                              TL    12 3.148532e-02
## 3297                                          TL 2WD     6 1.574266e-02
## 3298                                          TL 4WD    11 2.886154e-02
## 3299                                             TLX     2 5.247553e-03
## 3300                                         TLX 2WD     2 5.247553e-03
## 3301                                         TLX 4WD     1 2.623777e-03
## 3302                                         TLX AWD     2 5.247553e-03
## 3303                                         TLX FWD     2 5.247553e-03
## 3304                                           Topaz    45 1.180699e-01
## 3305                                       Topaz AWD     5 1.311888e-02
## 3306                                        Toronado    14 3.673287e-02
## 3307                                     Torrent AWD     6 1.574266e-02
## 3308                                     Torrent FWD     6 1.574266e-02
## 3309                                         Touareg    24 6.297064e-02
## 3310                                  Touareg Hybrid     5 1.311888e-02
## 3311                                Town and Country    16 4.198043e-02
## 3312                            Town and Country 2WD    18 4.722798e-02
## 3313                            Town and Country 4WD     6 1.574266e-02
## 3314                            Town and Country AWD     2 5.247553e-03
## 3315                            Town and Country FFV     1 2.623777e-03
## 3316                          Town and Country Wagon    14 3.673287e-02
## 3317         Town and Country/Voyager/Grand Voy. 2WD    25 6.559442e-02
## 3318         Town and Country/Voyager/Grand Voy. AWD     5 1.311888e-02
## 3319                                        Town Car    30 7.871330e-02
## 3320                                    Town Car FFV     3 7.871330e-03
## 3321                                            TR40     1 2.623777e-03
## 3322                                          Tracer    34 8.920841e-02
## 3323                                    Tracer Wagon    22 5.772309e-02
## 3324                         Tracker 2WD Convertible    14 3.673287e-02
## 3325                             Tracker 2WD Hardtop    14 3.673287e-02
## 3326                                     Tracker 4WD     4 1.049511e-02
## 3327                         Tracker 4WD Convertible    14 3.673287e-02
## 3328                             Tracker 4WD Hardtop    14 3.673287e-02
## 3329                         Tracker Convertible 2WD    13 3.410910e-02
## 3330                         Tracker Convertible 4WD    13 3.410910e-02
## 3331                         Tracker Convertible 4x4     4 1.049511e-02
## 3332                             Tracker Hardtop 4WD     2 5.247553e-03
## 3333                                  Tracker LT 2WD     4 1.049511e-02
## 3334                                  Tracker LT 4WD     4 1.049511e-02
## 3335                                 Tracker Van 2WD     4 1.049511e-02
## 3336                                 Tracker Van 4WD     8 2.099021e-02
## 3337                                 Tracker Van 4x4     4 1.049511e-02
## 3338                                 Tracker ZR2 4WD     4 1.049511e-02
## 3339                     Tracker ZR2 4WD Convertible     6 1.574266e-02
## 3340                                 TrailBlazer 2WD    16 4.198043e-02
## 3341                                 TrailBlazer 4WD    12 3.148532e-02
## 3342                                 TrailBlazer AWD     4 1.049511e-02
## 3343                             TrailBlazer Ext 2WD     9 2.361399e-02
## 3344                             TrailBlazer Ext 4WD    10 2.623777e-02
## 3345                                 Trans Sport 2WD    13 3.410910e-02
## 3346                         Trans Sport/Montana 2WD     1 2.623777e-03
## 3347                                 Transit Connect     2 5.247553e-03
## 3348                    Transit Connect Electric Van     1 2.623777e-03
## 3349                  Transit Connect Electric Wagon     1 2.623777e-03
## 3350                             Transit Connect Van     2 5.247553e-03
## 3351                         Transit Connect Van 2WD     7 1.836644e-02
## 3352                         Transit Connect Van FFV     2 5.247553e-03
## 3353                       Transit Connect Wagon FFV     2 5.247553e-03
## 3354                       Transit Connect Wagon FWD     9 2.361399e-02
## 3355                   Transit Connect Wagon LWB FFV     2 5.247553e-03
## 3356                   Transit Connect Wagon LWB FWD     4 1.049511e-02
## 3357                              Transit T150 Wagon     3 7.871330e-03
## 3358                          Transit T150 Wagon FFV     3 7.871330e-03
## 3359                                    Traverse AWD     9 2.361399e-02
## 3360                                    Traverse FWD     9 2.361399e-02
## 3361                                            Trax     3 7.871330e-03
## 3362                                        Trax AWD     3 7.871330e-03
## 3363                                          Tredia    23 6.034686e-02
## 3364                                     Tribeca AWD     7 1.836644e-02
## 3365                                     Tribute 2WD    14 3.673287e-02
## 3366                                     Tribute 4WD    20 5.247553e-02
## 3367                                 Tribute 4WD FFV     2 5.247553e-03
## 3368                                     Tribute FWD    10 2.623777e-02
## 3369                                 Tribute FWD FFV     2 5.247553e-03
## 3370                              Tribute Hybrid 2WD     4 1.049511e-02
## 3371                              Tribute Hybrid 4WD     5 1.311888e-02
## 3372                                 Trofeo/Toronado     2 5.247553e-03
## 3373                                         Trooper    46 1.206937e-01
## 3374                                     Trooper 2WD     3 7.871330e-03
## 3375                                     Trooper 4WD     6 1.574266e-02
## 3376                                       Truck 2WD   187 4.906462e-01
## 3377                         Truck 2WD (new Version)     4 1.049511e-02
## 3378                              Truck 2WD/T100 2WD     3 7.871330e-03
## 3379                                       Truck 4WD   113 2.964868e-01
## 3380                         Truck 4WD (new Version)     2 5.247553e-03
## 3381                              Truck 4WD/T100 4WD     7 1.836644e-02
## 3382                           Truck Cab Chassis 2WD    11 2.886154e-02
## 3383                                             TSX    27 7.084197e-02
## 3384                                       TSX Wagon     4 1.049511e-02
## 3385                                        TT Coupe     9 2.361399e-02
## 3386                                TT Coupe quattro    25 6.559442e-02
## 3387                                     TT Roadster     8 2.099021e-02
## 3388                             TT Roadster quattro    22 5.772309e-02
## 3389                                     TT RS Coupe     2 5.247553e-03
## 3390                                       TTS Coupe     2 5.247553e-03
## 3391                                      Tucson 2WD    33 8.658463e-02
## 3392                                      Tucson 4WD    20 5.247553e-02
## 3393                                      Tucson AWD     6 1.574266e-02
## 3394                                  Tucson Eco AWD     2 5.247553e-03
## 3395                                  Tucson Eco FWD     2 5.247553e-03
## 3396                                      Tucson FWD     4 1.049511e-02
## 3397                                      Tundra 2WD    51 1.338126e-01
## 3398                                  Tundra 2WD FFV     2 5.247553e-03
## 3399                                      Tundra 4WD    40 1.049511e-01
## 3400                                  Tundra 4WD FFV     8 2.099021e-02
## 3401                                           Turbo     2 5.247553e-03
## 3402                                 Turbo 2 911 Gt2     1 2.623777e-03
## 3403                                 Turbo 2 911 GT2     1 2.623777e-03
## 3404                                     Turbo 4 911     2 5.247553e-03
## 3405                                 Turbo 4 911 Cab     4 1.049511e-02
## 3406                             Turbo 4 911 Cab Kit     4 1.049511e-02
## 3407                                 Turbo 4 911 Kit     4 1.049511e-02
## 3408                                   Turbo 4 911 S     2 5.247553e-03
## 3409                               Turbo 4 911 Turbo     4 1.049511e-02
## 3410                         Turbo 4 911 Turbo Cab S     2 5.247553e-03
## 3411                                   Turbo Firefly     4 1.049511e-02
## 3412                                       Turbo GT2     1 2.623777e-03
## 3413                                       Turbo Kit     2 5.247553e-03
## 3414                                         Turbo R     3 7.871330e-03
## 3415                      Turbo R/Rl Bklds Turbo/LWB     1 2.623777e-03
## 3416                            Turbo R/Turbo R(lwb)     2 5.247553e-03
## 3417                                Turbo R/Turbo Rl     2 5.247553e-03
## 3418                                        Turbo RT     2 5.247553e-03
## 3419                                    Turbo Sprint     4 1.049511e-02
## 3420                                         Turismo    24 6.297064e-02
## 3421                            TVR 280i Convertible     1 2.623777e-03
## 3422                                  TVR 280i Coupe     1 2.623777e-03
## 3423                       TVR 280i/350i Convertible     1 2.623777e-03
## 3424                             TVR 280i/350i Coupe     1 2.623777e-03
## 3425                             Twin-Turbo Corvette     2 5.247553e-03
## 3426                                    Uplander AWD     2 5.247553e-03
## 3427                                    Uplander FWD     7 1.836644e-02
## 3428                            V10 (K10) Blazer 4WD     5 1.311888e-02
## 3429                            V10 (K10) Pickup 4WD    12 3.148532e-02
## 3430                          V10 (K10) Suburban 4WD     4 1.049511e-02
## 3431                                  V10 Blazer 4WD     3 7.871330e-03
## 3432                                V10 Suburban 4WD     3 7.871330e-03
## 3433                                    V12 Vanquish     1 2.623777e-03
## 3434                                  V12 Vanquish S     2 5.247553e-03
## 3435                                     V12 Vantage     2 5.247553e-03
## 3436                                   V12 Vantage S     4 1.049511e-02
## 3437                                   V15 Jimmy 4WD     8 2.099021e-02
## 3438                                  V15 Pickup 4WD    12 3.148532e-02
## 3439                                V15 Suburban 4WD     7 1.836644e-02
## 3440                                  V20 Pickup 4WD     4 1.049511e-02
## 3441                                  V25 Pickup 4WD     4 1.049511e-02
## 3442                                             V40     5 1.311888e-02
## 3443                                         V50 AWD    12 3.148532e-02
## 3444                                         V50 FWD    24 6.297064e-02
## 3445                                         V60 AWD     7 1.836644e-02
## 3446                                      V60 CC AWD     3 7.871330e-03
## 3447                                      V60 CC FWD     1 2.623777e-03
## 3448                                         V60 FWD     3 7.871330e-03
## 3449                                V60 Polestar AWD     1 2.623777e-03
## 3450                                V60 PoleStar AWD     2 5.247553e-03
## 3451                                         V70 AWD    15 3.935665e-02
## 3452                                         V70 FWD    54 1.416839e-01
## 3453                                       V70 R AWD     8 2.099021e-02
## 3454                                      V70 XC AWD     2 5.247553e-03
## 3455                                              V8     7 1.836644e-02
## 3456                                      V8 Vantage    21 5.509931e-02
## 3457                                  V8 Vantage ASM     1 2.623777e-03
## 3458                                    V8 Vantage S    10 2.623777e-02
## 3459                                             V90     1 2.623777e-03
## 3460                                      V90 CC AWD     1 2.623777e-03
## 3461                                             Van     4 1.049511e-02
## 3462                                     Van (cargo)     2 5.247553e-03
## 3463                                 Van (passenger)     6 1.574266e-02
## 3464                       Van 15/25  2WD Conversion     1 2.623777e-03
## 3465                        Van 15/25 2WD Conversion    11 2.886154e-02
## 3466                              Van 1500 2WD Cargo     3 7.871330e-03
## 3467                   Van 1500 2WD Conversion Cargo     2 5.247553e-03
## 3468                              Van 1500 AWD Cargo     2 5.247553e-03
## 3469                         Van 1500 AWD Conversion     8 2.099021e-02
## 3470                   Van 1500 AWD Conversion Cargo     2 5.247553e-03
## 3471                               Van 1500/2500 2WD    35 9.183218e-02
## 3472                               Van 1500/2500 AWD     8 2.099021e-02
## 3473                                         Van 2WD    10 2.623777e-02
## 3474                                 Van 2WD (cargo)     4 1.049511e-02
## 3475                             Van 2WD (passenger)     4 1.049511e-02
## 3476                                         Van 4WD     2 5.247553e-03
## 3477                                 Van 4WD (cargo)     3 7.871330e-03
## 3478                             Van 4WD (passenger)     4 1.049511e-02
## 3479                                      Van(cargo)     2 5.247553e-03
## 3480                                     Vanagon 2WD     8 2.099021e-02
## 3481                              Vanagon Syncro 4WD     6 1.574266e-02
## 3482                              Vanagon/Camper 2WD    12 3.148532e-02
## 3483                                     Vanden Plas     8 2.099021e-02
## 3484                                Vanden Plas S.C.     1 2.623777e-03
## 3485                                 Vanden Plas S/C     2 5.247553e-03
## 3486                                Vandura 2500 2WD     1 2.623777e-03
## 3487                              Vandura G15/25 2WD    37 9.707974e-02
## 3488                      Vandura G15/25 2WD (cargo)     1 2.623777e-03
## 3489                                Vandura G35  2WD     2 5.247553e-03
## 3490                                 Vandura G35 2WD     7 1.836644e-02
## 3491                         Vandura G35 2WD (cargo)     1 2.623777e-03
## 3492                                        Vanquish     5 1.311888e-02
## 3493                               Vanquish S Zagato     1 2.623777e-03
## 3494                                      Vantage GT     4 1.049511e-02
## 3495                                             Vdp     1 2.623777e-03
## 3496                                   Vdp 4.2 Litre     1 2.623777e-03
## 3497                                         Vdp Lwb     4 1.049511e-02
## 3498                                       Vehicross     2 5.247553e-03
## 3499                                   Vehicross 4WD     1 2.623777e-03
## 3500                                        Veloster    22 5.772309e-02
## 3501                                 Veneno Roadster     1 2.623777e-03
## 3502                                     Venture 2WD     1 2.623777e-03
## 3503                                     Venture AWD     3 7.871330e-03
## 3504                                     Venture FWD     8 2.099021e-02
## 3505                                           Venza    14 3.673287e-02
## 3506                                       Venza 4WD     4 1.049511e-02
## 3507                                       Venza AWD    10 2.623777e-02
## 3508                                    Veracruz 2WD     6 1.574266e-02
## 3509                                    Veracruz 4WD     6 1.574266e-02
## 3510                                          Verano    14 3.673287e-02
## 3511                                          Verona     3 7.871330e-03
## 3512                                           Versa    41 1.075748e-01
## 3513                                        Versa FE     1 2.623777e-03
## 3514                                          Veyron     8 2.099021e-02
## 3515                                            Vibe    26 6.821819e-02
## 3516                                        Vibe AWD     5 1.311888e-02
## 3517                                           Vigor     6 1.574266e-02
## 3518                                Villager FWD Van     6 1.574266e-02
## 3519                              Villager FWD Wagon    10 2.623777e-02
## 3520                                           Viper     8 2.099021e-02
## 3521                               Viper Convertible    12 3.148532e-02
## 3522                                     Viper Coupe     8 2.099021e-02
## 3523                                       Viper SRT     2 5.247553e-03
## 3524                                          Virage     1 2.623777e-03
## 3525                                   Virage Saloon     4 1.049511e-02
## 3526                                  Virage/Volante     2 5.247553e-03
## 3527                                          Vision    14 3.673287e-02
## 3528                                   Vitara 2 Door     2 5.247553e-03
## 3529                               Vitara 2 Door 4WD     2 5.247553e-03
## 3530                                    Vitara 2Door     6 1.574266e-02
## 3531                                Vitara 2Door 2WD     8 2.099021e-02
## 3532                                Vitara 2Door 4WD    14 3.673287e-02
## 3533                                   Vitara 4 Door     4 1.049511e-02
## 3534                               Vitara 4 Door 4WD     4 1.049511e-02
## 3535                                    Vitara 4Door     4 1.049511e-02
## 3536                                Vitara 4Door 2WD     4 1.049511e-02
## 3537                                Vitara 4Door 4WD     8 2.099021e-02
## 3538                                            Volt     7 1.836644e-02
## 3539                                     Voyager 2WD    14 3.673287e-02
## 3540                       Voyager/Grand Voyager 2WD    74 1.941595e-01
## 3541                       Voyager/Grand Voyager 4WD     8 2.099021e-02
## 3542                    Voyager/Town and Country 2WD     3 7.871330e-03
## 3543                                         Vue AWD    19 4.985176e-02
## 3544                                         Vue FWD    27 7.084197e-02
## 3545                                      Vue Hybrid     5 1.311888e-02
## 3546                                  W-126/4 Series     1 2.623777e-03
## 3547                            W100/W150 Pickup 4WD    64 1.679217e-01
## 3548                                 W250 Pickup 4WD    41 1.075748e-01
## 3549                                              W8     2 5.247553e-03
## 3550                                           Wagon    29 7.608952e-02
## 3551                                       Wagon 4WD    29 7.608952e-02
## 3552                                 Wagon 4WD Turbo     6 1.574266e-02
## 3553                                    Wagoneer 4WD     1 2.623777e-03
## 3554                            Wagoneer Limited 4WD     1 2.623777e-03
## 3555                                            Wave     2 5.247553e-03
## 3556                                          Wave 5     4 1.049511e-02
## 3557                                              WB     9 2.361399e-02
## 3558                                       Wetl 190E     2 5.247553e-03
## 3559                                   Wetl 190E 2.3     2 5.247553e-03
## 3560                                     Wetl 300 CE     2 5.247553e-03
## 3561                                      Wetl 300 E     2 5.247553e-03
## 3562                                     Wetl 300 GE     1 2.623777e-03
## 3563                                     Wetl 300 SL     2 5.247553e-03
## 3564                                     Wetl 300 TE     2 5.247553e-03
## 3565                                        Wetl 412     2 5.247553e-03
## 3566                                     Wetl 500 SE     2 5.247553e-03
## 3567                                    Wetl 500 SEC     2 5.247553e-03
## 3568                                    Wetl 500 SEL     2 5.247553e-03
## 3569                                     Wetl 500 SL     1 2.623777e-03
## 3570                                    Wetl 560 SEC     2 5.247553e-03
## 3571                                    Wetl 560 SEL     2 5.247553e-03
## 3572                                     Wetl 560 SL     1 2.623777e-03
## 3573                                    Wetl 600 SEL     1 2.623777e-03
## 3574                                       Wetl 850I     2 5.247553e-03
## 3575                                 Wetl Testarossa     2 5.247553e-03
## 3576                                         Windsor     1 2.623777e-03
## 3577                          Windstar FWD Cargo Van     4 1.049511e-02
## 3578                                Windstar FWD Van    11 2.886154e-02
## 3579                              Windstar FWD Wagon    15 3.935665e-02
## 3580                                          Wraith     4 1.049511e-02
## 3581                                    Wrangler 2WD     6 1.574266e-02
## 3582                                    Wrangler 4WD    77 2.020308e-01
## 3583                          Wrangler Unlimited 4WD    12 3.148532e-02
## 3584                                 Wrangler/TJ 4WD    14 3.673287e-02
## 3585                                             WRX     9 2.361399e-02
## 3586                                        X-90 2WD     3 7.871330e-03
## 3587                                        X-90 4WD     6 1.574266e-02
## 3588                                        X-90 RWD     2 5.247553e-03
## 3589                                          X-Type    18 4.722798e-02
## 3590                              X-Type Sport Brake     8 2.099021e-02
## 3591                                    X1 sDrive28i     4 1.049511e-02
## 3592                                    X1 xDrive28i     5 1.311888e-02
## 3593                                    X1 xDrive35i     3 7.871330e-03
## 3594                                            X1/9     7 1.836644e-02
## 3595                                              X3    10 2.623777e-02
## 3596                                         X3 3.0i     2 5.247553e-03
## 3597                                        X3 3.0si     4 1.049511e-02
## 3598                                   X3 sDrive 28i     1 2.623777e-03
## 3599                                    X3 sDrive28i     2 5.247553e-03
## 3600                                    X3 xDrive28d     2 5.247553e-03
## 3601                                    X3 xDrive28i     7 1.836644e-02
## 3602                                    X3 xDrive30i     4 1.049511e-02
## 3603                                    X3 xDrive35i     7 1.836644e-02
## 3604                                         X4 M40i     2 5.247553e-03
## 3605                                    X4 xDrive28i     3 7.871330e-03
## 3606                                    X4 xDrive35i     2 5.247553e-03
## 3607                                              X5    21 5.509931e-02
## 3608                                        X5 3.0si     2 5.247553e-03
## 3609                                        X5 4.6is     2 5.247553e-03
## 3610                                         X5 4.8i     2 5.247553e-03
## 3611                                        X5 4.8is     2 5.247553e-03
## 3612                                        X5 4.8IS     1 2.623777e-03
## 3613                                            X5 M     4 1.049511e-02
## 3614                                    X5 sDrive35i     4 1.049511e-02
## 3615                                   X5 xDrive 35d     1 2.623777e-03
## 3616                                    X5 xDrive30i     2 5.247553e-03
## 3617                                    X5 xDrive35d     8 2.099021e-02
## 3618                                    X5 xDrive35i     7 1.836644e-02
## 3619                                    X5 xDrive40e     2 5.247553e-03
## 3620                                    X5 xDrive48i     2 5.247553e-03
## 3621                                    X5 xDrive50i     7 1.836644e-02
## 3622                                      X5 xDriveM     3 7.871330e-03
## 3623                                            X6 M     5 1.311888e-02
## 3624                                    X6 sDrive35i     3 7.871330e-03
## 3625                                    X6 xDrive35i    10 2.623777e-02
## 3626                                    X6 xDrive50i    10 2.623777e-02
## 3627                                      X6 xDriveM     3 7.871330e-03
## 3628                                              xA     6 1.574266e-02
## 3629                                              xB    22 5.772309e-02
## 3630                                        XC60 AWD    19 4.985176e-02
## 3631                                        XC60 FWD    10 2.623777e-02
## 3632                                        XC70 AWD    21 5.509931e-02
## 3633                                        XC70 FWD     6 1.574266e-02
## 3634                                        XC90 AWD    27 7.084197e-02
## 3635                                   XC90 AWD PHEV     2 5.247553e-03
## 3636                                        XC90 FWD    15 3.935665e-02
## 3637                                              xD    14 3.673287e-02
## 3638                                              XE     3 7.871330e-03
## 3639                                          XE AWD     2 5.247553e-03
## 3640                                              XF    19 4.985176e-02
## 3641                                          XF AWD     6 1.574266e-02
## 3642                                          XF FFV     4 1.049511e-02
## 3643                                 XF Supercharged     1 2.623777e-03
## 3644                                           XG300     1 2.623777e-03
## 3645                                           XG350     4 1.049511e-02
## 3646                                              XJ    19 4.985176e-02
## 3647                                            XJ-S     1 2.623777e-03
## 3648                                           XJ-SC     2 5.247553e-03
## 3649                                          XJ AWD     5 1.311888e-02
## 3650                                          XJ FFV     5 1.311888e-02
## 3651                                          XJ LWB     7 1.836644e-02
## 3652                                      XJ LWB AWD     1 2.623777e-03
## 3653                                        XJ Sport     2 5.247553e-03
## 3654                                            XJ12     3 7.871330e-03
## 3655                                             XJ6    13 3.410910e-02
## 3656                                            XJ6L     1 2.623777e-03
## 3657                                             XJ8     9 2.361399e-02
## 3658                                   XJ8 4.2 Litre     2 5.247553e-03
## 3659                                            XJ8l     1 2.623777e-03
## 3660                                            XJ8L     8 2.099021e-02
## 3661                                             XJL     6 1.574266e-02
## 3662                                         XJL AWD     4 1.049511e-02
## 3663                                         XJL FFV     6 1.574266e-02
## 3664                                             XJR    12 3.148532e-02
## 3665                                   XJR 4.2 Litre     2 5.247553e-03
## 3666                                 XJRS Convertble     1 2.623777e-03
## 3667                                      XJRS Coupe     1 2.623777e-03
## 3668                                             XJS     4 1.049511e-02
## 3669                                 XJS Convertible    12 3.148532e-02
## 3670                                       XJS Coupe    10 2.623777e-02
## 3671                             XJS V12 Convertible     1 2.623777e-03
## 3672                                   XJS V12 Coupe     2 5.247553e-03
## 3673                                              XK    15 3.935665e-02
## 3674                                  XK Convertible    14 3.673287e-02
## 3675                                             XK8     9 2.361399e-02
## 3676                                 XK8 Convertible     9 2.361399e-02
## 3677                                             XKR    10 2.623777e-02
## 3678                                 XKR Convertible    10 2.623777e-02
## 3679                                         XL7 AWD     3 7.871330e-03
## 3680                                         XL7 FWD     3 7.871330e-03
## 3681                                             XLR     6 1.574266e-02
## 3682                                           XLR-V     4 1.049511e-02
## 3683                                           XM v6     5 1.311888e-02
## 3684                                     XM v6 Break     2 5.247553e-03
## 3685                                          XM v6a     2 5.247553e-03
## 3686                                           XR4Ti    10 2.623777e-02
## 3687                                              XT    26 6.821819e-02
## 3688                                           XT-DL     6 1.574266e-02
## 3689                                          XT 4WD    24 6.297064e-02
## 3690                                             XT5     1 2.623777e-03
## 3691                                         XT5 AWD     1 2.623777e-03
## 3692                                      Xterra 2WD    22 5.772309e-02
## 3693                                      Xterra 4WD    22 5.772309e-02
## 3694                                   Xterra V6 2WD    15 3.935665e-02
## 3695                                   Xterra V6 4WD    15 3.935665e-02
## 3696                                             XTS     5 1.311888e-02
## 3697                                         XTS AWD     9 2.361399e-02
## 3698                                      XTS Hearse     5 1.311888e-02
## 3699                                        XTS Limo     4 1.049511e-02
## 3700                                        XTS LIMO     1 2.623777e-03
## 3701                                XV Crosstrek AWD     8 2.099021e-02
## 3702                         XV Crosstrek Hybrid AWD     3 7.871330e-03
## 3703                                           Yaris    22 5.772309e-02
## 3704                                        Yaris iA     2 5.247553e-03
## 3705                                  Yukon 1500 2WD    44 1.154462e-01
## 3706                              Yukon 1500 2WD FFV     2 5.247553e-03
## 3707                                  Yukon 1500 4WD    42 1.101986e-01
## 3708                              Yukon 1500 4WD FFV     1 2.623777e-03
## 3709                                  Yukon 1500 AWD    10 2.623777e-02
## 3710                           Yukon 1500 Hybrid 2WD     6 1.574266e-02
## 3711                           Yukon 1500 Hybrid 4WD     6 1.574266e-02
## 3712                              Yukon 1500 XFE 2WD     1 2.623777e-03
## 3713                                   Yukon C10 2WD     2 5.247553e-03
## 3714                                 Yukon C1500 2WD    10 2.623777e-02
## 3715                              Yukon C1500 XL 2WD    10 2.623777e-02
## 3716                           Yukon Denali 1500 AWD     7 1.836644e-02
## 3717                       Yukon Denali 1500 AWD FFV     1 2.623777e-03
## 3718                    Yukon Denali 1500 Hybrid 4WD     3 7.871330e-03
## 3719                            Yukon Denali K10 AWD     1 2.623777e-03
## 3720                        Yukon Denali XL 1500 AWD     1 2.623777e-03
## 3721                                   Yukon K10 4WD     1 2.623777e-03
## 3722                                 Yukon K1500 4WD    13 3.410910e-02
## 3723                              Yukon K1500 XL 4WD    10 2.623777e-02
## 3724                               Yukon XL 1500 2WD    27 7.084197e-02
## 3725                           Yukon XL 1500 2WD FFV     3 7.871330e-03
## 3726                               Yukon XL 1500 4WD    18 4.722798e-02
## 3727                               Yukon XL 1500 AWD    12 3.148532e-02
## 3728                               Yukon XL 2500 2WD     3 7.871330e-03
## 3729                               Yukon XL 2500 4WD     3 7.871330e-03
## 3730                                Yukon XL C10 2WD     2 5.247553e-03
## 3731                                Yukon XL K10 4WD     1 2.623777e-03
## 3732                                Yukon XL K10 AWD     1 2.623777e-03
## 3733                                        Z3 Coupe     8 2.099021e-02
## 3734                                     Z3 Roadster    28 7.346575e-02
## 3735                                         Z4 3.0i     6 1.574266e-02
## 3736                                        Z4 3.0si     6 1.574266e-02
## 3737                                  Z4 3.0si Coupe     2 5.247553e-03
## 3738                                        Z4 Coupe     4 1.049511e-02
## 3739                                      Z4 M Coupe     3 7.871330e-03
## 3740                                   Z4 M Roadster     3 7.871330e-03
## 3741                                     Z4 Roadster    17 4.460420e-02
## 3742                                    Z4 sDrive28i    10 2.623777e-02
## 3743                                    Z4 sDrive30i     6 1.574266e-02
## 3744                                    Z4 sDrive35i    14 3.673287e-02
## 3745                                   Z4 sDrive35is     6 1.574266e-02
## 3746                                              Z8     4 1.049511e-02
## 3747                                         ZDX 4WD     4 1.049511e-02
## 3748                                          Zephyr     1 2.623777e-03
## 3749                                           Total 38113 1.000000e+02

Gráficas:

#Ajustar márgenes
par(mar = c(8, 4, 3, 2))
#Frecuencia Absoluta
barplot(TDFmodelos,
        main = "Gráfica No.4: 
        Distribución de Modelos Vehículos",
        xlab = "",
        ylab = "Frecuencia",
        col = "red",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(TDFmodelos) * 1.2),
        border = "black")
mtext("Modelos de Vehículos", side = 1, line = 5, cex = 1.1)
abline(h = pretty(range(TDFmodelos), n = 5), col = "gray85", lty = "dotted")

#Frecuencia Relativa
porcentajes <- TDFmodelos / sum(TDFmodelos) * 100
par(mar = c(8, 4, 3, 2)) 
barplot(porcentajes,
        main = "Gráfica No.5: 
        Distribución porcentual de Modelos Vehículos",
        xlab = "",
        ylab = "Porcentaje",
        col = "red",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(porcentajes) * 1.2),
        border = "black")
mtext("Modelos de Vehículos", side = 1, line = 5, cex = 1.1)
abline(h = pretty(range(porcentajes), n = 5), col = "gray85", lty = "dotted")

Se crea un vector de probabilidades (frecuencia relativa):

P_Model <- Tabla$ni / sum(Tabla$ni)
# Eliminar la fila "Total" si está presente
P_Model <- P_Model[Tabla$Modelos != "Total"]
nombres_modelos <- Tabla$Modelos[Tabla$Modelos != "Total"]
# Gráfico de barras: Distribución de probabilidad de modelos
barplot(P_Model,
        main = "Gráfica Nº6: 
        Distribución de Probabilidad Modelos",
        xlab = "Modelo de Vehículo", ylab = "Probabilidad",
        col = "skyblue",
        names.arg = nombres_modelos,
        las = 3,
        cex.names = 0.7) 

Calcular probabilidad (en porcentaje)

¿Cuál es la probabilidad de que un vehículo sea del modelo Camaro?

modelo_objetivo <- "Camaro"
# Probabilidad estimada para ese modelo
probabilidad_hilux <- round(
  (Tabla$ni[Tabla$Modelos == modelo_objetivo] / sum(Tabla$ni[Tabla$Modelos != "Total"])) * 100,
  1
)
print(paste("La probabilidad es de:", probabilidad_hilux, "%"))
## [1] "La probabilidad es de: 0.4 %"

3 Class

Tabla de distribución de frecuencias

Clase_Vehiculo <- datos$Class 
TDFClaseVehiculo <- table(Clase_Vehiculo)
Tabla <- as.data.frame(TDFClaseVehiculo)     # Frecuencia Absoluta
colnames(Tabla)[colnames(Tabla) == "Freq"] <- "ni"
# Calcular frecuencia relativa (porcentaje)
Tabla$fo <- Tabla$ni / sum(Tabla$ni) * 100
total_ni <- sum(Tabla$ni)
total_fo <- sum(Tabla$fo)
fila_total <- data.frame(Clase_Vehiculo = "Total", ni = total_ni, fo = total_fo)
Tabla <- rbind(Tabla, fila_total)
Tabla
##                        Clase_Vehiculo    ni           fo
## 1                        Compact Cars  5508 1.445176e+01
## 2                          Large Cars  1891 4.961562e+00
## 3        Midsize-Large Station Wagons   656 1.721197e+00
## 4                        Midsize Cars  4395 1.153150e+01
## 5              Midsize Station Wagons   523 1.372235e+00
## 6                    Minicompact Cars  1260 3.305959e+00
## 7                       Minivan - 2WD   342 8.973316e-01
## 8                       Minivan - 4WD    47 1.233175e-01
## 9                 Small Pickup Trucks   538 1.411592e+00
## 10            Small Pickup Trucks 2WD   436 1.143967e+00
## 11            Small Pickup Trucks 4WD   218 5.719833e-01
## 12    Small Sport Utility Vehicle 2WD   403 1.057382e+00
## 13    Small Sport Utility Vehicle 4WD   526 1.380107e+00
## 14               Small Station Wagons  1499 3.933041e+00
## 15            Special Purpose Vehicle     1 2.623777e-03
## 16        Special Purpose Vehicle 2WD   613 1.608375e+00
## 17        Special Purpose Vehicle 4WD   302 7.923806e-01
## 18           Special Purpose Vehicles  1455 3.817595e+00
## 19       Special Purpose Vehicles/2wd     2 5.247553e-03
## 20       Special Purpose Vehicles/4wd     2 5.247553e-03
## 21        Sport Utility Vehicle - 2WD  1627 4.268885e+00
## 22        Sport Utility Vehicle - 4WD  2082 5.462703e+00
## 23             Standard Pickup Trucks  2354 6.176370e+00
## 24         Standard Pickup Trucks 2WD  1177 3.088185e+00
## 25         Standard Pickup Trucks 4WD   986 2.587044e+00
## 26         Standard Pickup Trucks/2wd     4 1.049511e-02
## 27 Standard Sport Utility Vehicle 2WD   182 4.775274e-01
## 28 Standard Sport Utility Vehicle 4WD   434 1.138719e+00
## 29                    Subcompact Cars  4872 1.278304e+01
## 30                        Two Seaters  1886 4.948443e+00
## 31                               Vans  1141 2.993729e+00
## 32                     Vans Passenger     2 5.247553e-03
## 33                   Vans, Cargo Type   438 1.149214e+00
## 34               Vans, Passenger Type   311 8.159945e-01
## 35                              Total 38113 1.000000e+02

Gráficas:

#Ajustar márgenes
par(mar = c(8, 4, 3, 2))
#Frecuencia Absoluta
barplot(TDFClaseVehiculo,
        main = "Gráfica No.7: 
        Distribución de Clases de Vehículo",
        xlab = "",
        ylab = "Frecuencia",
        col = "red",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(TDFClaseVehiculo) * 1.2),
        border = "black")
mtext("Clases de Vehículos", side = 1, line = 5, cex = 1.1)
abline(h = pretty(range(TDFClaseVehiculo), n = 5), col = "gray85", lty = "dotted")

#Frecuencia Relativa
porcentajes <- TDFClaseVehiculo / sum(TDFClaseVehiculo) * 100
par(mar = c(8, 4, 3, 2)) 
barplot(porcentajes,
        main = "Gráfica No.8: 
        Distribución Porcentual de Clases de Vehículos",
        xlab = "",
        ylab = "Porcentaje",
        col = "red",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(porcentajes) * 1.2),
        border = "black")
mtext("Clases de Vehículos", side = 1, line = 5, cex = 1.1)
abline(h = pretty(range(porcentajes), n = 5), col = "gray85", lty = "dotted")

Se crea un vector de probabilidades (frecuencia relativa):

TablaClase_limpia <- Tabla[Tabla$Clase_Vehiculo != "Total", ]
# Crear el vector de probabilidades (frecuencia relativa)
P_Clase <- TablaClase_limpia$ni / sum(TablaClase_limpia$ni)
nombres_clases <- TablaClase_limpia$Clase_Vehiculo
# Gráfico de barras: Distribución de probabilidad de clases
barplot(P_Clase,
        main = "Gráfica Nº9: 
        Distribución de Probabilidad de Clases de Vehículo",
        xlab = "Clase", ylab = "Probabilidad",
        col = "red",
        names.arg = nombres_clases,
        las = 3,
        cex.names = 0.8)

Calcular probabilidad (en porcentaje)

¿Cuál es la probabilidad de que un vehículo sea de clase Midsize Cars?

clase_objetivo <- "Midsize Cars"
probabilidad_suv <- round(
  (Tabla$ni[Tabla$Clase_Vehiculo == clase_objetivo] / 
     sum(Tabla$ni[Tabla$Clase_Vehiculo != "Total"])) * 100,
  1
)
print(paste("La probabilidad es de:", probabilidad_suv, "%"))
## [1] "La probabilidad es de: 11.5 %"

4 Drive

Tabla de distribución de frecuencias

Traccion <- datos$Drive 
TDFtraccion <- table(Traccion)
TDFtraccion
## Traccion
##                                         2-Wheel Drive 
##                       1189                        507 
##              4-Wheel Drive 4-Wheel or All-Wheel Drive 
##                       1103                       6648 
##            All-Wheel Drive          Front-Wheel Drive 
##                       2121                      13351 
##    Part-time 4-Wheel Drive           Rear-Wheel Drive 
##                        176                      13018
Tabla <- as.data.frame(TDFtraccion)     # Frecuencia Absoluta
colnames(Tabla)[colnames(Tabla) == "Freq"] <- "ni"
fo_norm <- Tabla$ni/sum(Tabla$ni)        # Frecuencia Relativa
fo<- fo_norm*100
sum(fo)
## [1] 100
Tabla <- data.frame(Tabla, fo)
total_ni <- sum(Tabla$ni)          # Agregar fila de totales
total_fo <- sum(Tabla$fo)
fila_total <- data.frame(Traccion = "Total", ni = total_ni, fo = total_fo)
Tabla <- rbind(Tabla, fila_total)
Tabla
##                     Traccion    ni          fo
## 1                             1189   3.1196705
## 2              2-Wheel Drive   507   1.3302548
## 3              4-Wheel Drive  1103   2.8940257
## 4 4-Wheel or All-Wheel Drive  6648  17.4428673
## 5            All-Wheel Drive  2121   5.5650303
## 6          Front-Wheel Drive 13351  35.0300422
## 7    Part-time 4-Wheel Drive   176   0.4617847
## 8           Rear-Wheel Drive 13018  34.1563246
## 9                      Total 38113 100.0000000

Gráficas:

#Ajustar márgenes
par(mar = c(8, 4, 3, 2))
#Frecuencia Absoluta
barplot(TDFtraccion,
        main = "Gráfica No.10: 
        Distribución de Tracción Vehícular",
        xlab = "",
        ylab = "Frecuencia",
        col = "green",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(TDFtraccion) * 1.2),
        border = "black")
mtext("Tracción", side = 1, line = 5, cex = 1.1)
abline(h = pretty(range(TDFtraccion), n = 5), col = "gray85", lty = "dotted")

#Frecuencia Relativa
porcentajes <- TDFtraccion / sum(TDFtraccion) * 100
par(mar = c(8, 4, 3, 2)) 
barplot(porcentajes,
        main = "Gráfica No.11: 
        Distribución Porcentual de Tracción Vehícular",
        xlab = "",
        ylab = "Porcentaje",
        col = "green",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(porcentajes) * 1.2),
        border = "black")
mtext("Tracción", side = 1, line = 5, cex = 1.1)
abline(h = pretty(range(porcentajes), n = 5), col = "gray85", lty = "dotted")

Se crea un vector de probabilidades (frecuencia relativa):

Tabla_traccion <- Tabla[Tabla$Traccion != "Total", ]
# Crear el vector de probabilidades (frecuencia relativa)
P_Traccion <- Tabla_traccion$ni / sum(Tabla_traccion$ni)
nombres_traccion <- Tabla_traccion$Traccion
# Gráfico de barras: Distribución de probabilidad de tracción
barplot(P_Traccion,
        main = "Gráfica Nº12: 
        Distribución de Probabilidad de Tracción Vehicular",
        xlab = "Tracción", ylab = "Probabilidad",
        col = "green",
        names.arg = nombres_traccion,
        las = 3,
        cex.names = 0.8)

Calcular probabilidad (en porcentaje)

¿Cuál es la probabilidad de que un vehículo tenga tracción Rear-Wheel Drive?

traccion_objetivo <- "Rear-Wheel Drive"
probabilidad_fwd <- round(
  (Tabla$ni[Tabla$Traccion == traccion_objetivo] / 
     sum(Tabla$ni[Tabla$Traccion != "Total"])) * 100,
  1
)

print(paste("La probabilidad es de:", probabilidad_fwd, "%"))
## [1] "La probabilidad es de: 34.2 %"

5 Transmission

Tabla de distribución de frecuencias

Transmision <- datos$Transmission 
TDFtransmision <- table(Transmision)
Tabla <- as.data.frame(TDFtransmision)     # Frecuencia Absoluta
colnames(Tabla)[colnames(Tabla) == "Freq"] <- "ni"
fo_norm <- Tabla$ni/sum(Tabla$ni)        # Frecuencia Relativa
fo<- fo_norm*100
sum(fo)
## [1] 100
Tabla <- data.frame(Tabla, fo)
total_ni <- sum(Tabla$ni)          # Agregar fila de totales
total_fo <- sum(Tabla$fo)
fila_total <- data.frame(Transmision = "Total", ni = total_ni, fo = total_fo)
Tabla <- rbind(Tabla, fila_total)
Tabla
##                         Transmision    ni           fo
## 1                                      11 2.886154e-02
## 2                      Auto (AV-S6)     1 2.623777e-03
## 3                      Auto (AV-S8)     1 2.623777e-03
## 4                         Auto (AV)     2 5.247553e-03
## 5                       Auto(AM-S6)    87 2.282686e-01
## 6                       Auto(AM-S7)   266 6.979246e-01
## 7                       Auto(AM-S8)     6 1.574266e-02
## 8                       Auto(AM-S9)     1 2.623777e-03
## 9                         Auto(AM5)    12 3.148532e-02
## 10                        Auto(AM6)   120 3.148532e-01
## 11                        Auto(AM7)   166 4.355469e-01
## 12                        Auto(AM8)     5 1.311888e-02
## 13                      Auto(AV-S6)   153 4.014378e-01
## 14                      Auto(AV-S7)    80 2.099021e-01
## 15                      Auto(AV-S8)    28 7.346575e-02
## 16                         Auto(L3)     2 5.247553e-03
## 17                         Auto(L4)     2 5.247553e-03
## 18                   Automatic (A1)   124 3.253483e-01
## 19                   Automatic (A6)     4 1.049511e-02
## 20                  Automatic (AM5)     2 5.247553e-03
## 21                  Automatic (AM6)     1 2.623777e-03
## 22                Automatic (AV-S6)     9 2.361399e-02
## 23                   Automatic (AV)     4 1.049511e-02
## 24                  Automatic (S10)     8 2.099021e-02
## 25                   Automatic (S4)   233 6.113400e-01
## 26                   Automatic (S5)   827 2.169863e+00
## 27                   Automatic (S6)  2684 7.042217e+00
## 28                   Automatic (S7)   270 7.084197e-01
## 29                   Automatic (S8)   977 2.563430e+00
## 30                   Automatic (S9)    29 7.608952e-02
## 31 Automatic (variable gear ratios)   702 1.841891e+00
## 32                Automatic 3-Speed  3151 8.267520e+00
## 33                Automatic 4-Speed 11042 2.897174e+01
## 34                Automatic 5-Speed  2191 5.748695e+00
## 35                Automatic 6-Speed  1447 3.796605e+00
## 36                 Automatic 6Speed     1 2.623777e-03
## 37                Automatic 7-Speed   675 1.771049e+00
## 38                Automatic 8-Speed   259 6.795582e-01
## 39                Automatic 9-Speed   105 2.754965e-01
## 40                   Manual 3-Speed    77 2.020308e-01
## 41                   Manual 4-Speed  1483 3.891061e+00
## 42           Manual 4-Speed Doubled    17 4.460420e-02
## 43                   Manual 5-Speed  8323 2.183769e+01
## 44                   Manual 5 Speed     1 2.623777e-03
## 45                   Manual 6-Speed  2448 6.423005e+00
## 46                   Manual 7-Speed    73 1.915357e-01
## 47                       Manual(M7)     3 7.871330e-03
## 48                            Total 38113 1.000000e+02

Gráficas:

#Ajustar márgenes
par(mar = c(8, 4, 3, 2))
#Frecuencia Absoluta
barplot(TDFtransmision,
        main = "Grafica No.13: 
        Distribucion Tipo de Trasmision",
        xlab = "",
        ylab = "Frecuencia",
        col = "yellow",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(TDFtransmision) * 1.2),
        border = "black")
mtext("Tipo de Trasmision", side = 1, line = 5, cex = 1.1)
abline(h = pretty(range(TDFtransmision), n = 5), col = "gray85", lty = "dotted")

#Frecuencia Relativa
porcentajes <- TDFtransmision / sum(TDFtransmision) * 100
par(mar = c(8, 4, 3, 2)) 
barplot(porcentajes,
        main = "Grafica No.14: 
        Distribucion Porcentual Tipo de Trasmision",
        xlab = "",
        ylab = "Porcentaje",
        col = "yellow",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(porcentajes) * 1.2),
        border = "black")
mtext("Tipo de Trasmision", side = 1, line = 5, cex = 1.1)
abline(h = pretty(range(porcentajes), n = 5), col = "gray85", lty = "dotted")

Se crea un vector de probabilidades (frecuencia relativa):

Tabla_transmision <- Tabla[Tabla$Transmision != "Total", ]
P_Transmision <- Tabla_transmision$ni / sum(Tabla_transmision$ni)
nombres_transmision <- Tabla_transmision$Transmision
# Gráfico de barras: Distribución de probabilidad de tipo de transmisión
barplot(P_Transmision,
        main = "Grafica Nº15:
        Distribucion de Probabilidad de Tipo de Transmision",
        xlab = "Transmision", ylab = "Probabilidad",
        col = "yellow",
        names.arg = nombres_transmision,
        las = 3,
        cex.names = 0.8)

Calcular probabilidad (en porcentaje)

¿Cuál es la probabilidad de que un vehículo tenga transmisión Automática 6-Speed?

transmision_objetivo <- "Automatic 6-Speed"
probabilidad_auto <- round(
  (Tabla$ni[Tabla$Transmision == transmision_objetivo] /
     sum(Tabla$ni[Tabla$Transmision != "Total"])) * 100,
  1
)
print(paste("La probabilidad es de:", probabilidad_auto, "%"))
## [1] "La probabilidad es de: 3.8 %"

6 Transmission Descriptor

Tabla de distribución de frecuencias

DescriptorTransmision <- datos$Transmission.Descriptor
DescriptorTransmision <- na.omit(DescriptorTransmision)  # Eliminar valores nulos
TDFDescriptorTransmision <- table(DescriptorTransmision)
Tabla <- as.data.frame(TDFDescriptorTransmision)     # Frecuencia Absoluta
colnames(Tabla)[colnames(Tabla) == "Freq"] <- "ni"
fo_norm <- Tabla$ni/sum(Tabla$ni)        # Frecuencia Relativa
fo<- fo_norm*100
sum(fo)
## [1] 100
Tabla <- data.frame(Tabla, fo)
total_ni <- sum(Tabla$ni)          # Agregar fila de totales
total_fo <- sum(Tabla$fo)
fila_total <- data.frame(DescriptorTransmision = "Total", ni = total_ni, fo = total_fo)
Tabla <- rbind(Tabla, fila_total)
Tabla
##    DescriptorTransmision    ni           fo
## 1                        23068 6.052528e+01
## 2                  2LKUP    63 1.652979e-01
## 3                  2MODE   448 1.175452e+00
## 4            2MODE 2LKUP   383 1.004906e+00
## 5            2MODE 3LKUP    22 5.772309e-02
## 6            2MODE CLKUP  1235 3.240364e+00
## 7         2MODE CLKUP FW     2 5.247553e-03
## 8            2MODE DC/FW    19 4.985176e-02
## 9            2MODE VLKUP     9 2.361399e-02
## 10                 3LKUP    15 3.935665e-02
## 11                 3MODE   166 4.355469e-01
## 12           3MODE 2LKUP     2 5.247553e-03
## 13           3MODE CLKUP   515 1.351245e+00
## 14        3MODE CLKUP FW     1 2.623777e-03
## 15           3MODE VLKUP     5 1.311888e-02
## 16                 4MODE    35 9.183218e-02
## 17           4MODE CLKUP     6 1.574266e-02
## 18                 6MODE     6 1.574266e-02
## 19           6MODE CLKUP    41 1.075748e-01
## 20                 CLKUP  7809 2.048907e+01
## 21                 CMODE   150 3.935665e-01
## 22           CMODE CLKUP   130 3.410910e-01
## 23           CMODE VLKUP    17 4.460420e-02
## 24               Creeper   525 1.377483e+00
## 25                 DC/FW    53 1.390602e-01
## 26        Elec Overdrive     3 7.871330e-03
## 27                   EMS   252 6.611917e-01
## 28             EMS 2MODE    46 1.206937e-01
## 29        EMS 2MODE CLKU     5 1.311888e-02
## 30       EMS 2MODE CLKUP   520 1.364364e+00
## 31             EMS 3MODE    11 2.886154e-02
## 32       EMS 3MODE CLKUP     3 7.871330e-03
## 33             EMS 5MODE     1 2.623777e-03
## 34             EMS CLKUP    50 1.311888e-01
## 35       EMS CMODE CLKUP     2 5.247553e-03
## 36        fuel injection     1 2.623777e-03
## 37                Lockup     9 2.361399e-02
## 38             Lockup A3     1 2.623777e-03
## 39            LONG RATIO     2 5.247553e-03
## 40        Mech Overdrive     3 7.871330e-03
## 41             Overdrive    10 2.623777e-02
## 42                   SIL  2189 5.743447e+00
## 43       SIL 2MODE CLKUP     5 1.311888e-02
## 44             SIL 3MODE     6 1.574266e-02
## 45       SIL 3MODE CLKUP     2 5.247553e-03
## 46             SIL CLKUP     1 2.623777e-03
## 47             SIL CMODE     2 5.247553e-03
## 48           SIL Creeper    72 1.889119e-01
## 49               SIL EMS     7 1.836644e-02
## 50                 VLKUP    52 1.364364e-01
## 51                 VMODE     2 5.247553e-03
## 52           VMODE CLKUP   105 2.754965e-01
## 53           VMODE VLKUP    26 6.821819e-02
## 54                 Total 38113 1.000000e+02

Gráficas:

#Ajustar márgenes
par(mar = c(8, 4, 3, 2))
#Frecuencia Absoluta
barplot(TDFDescriptorTransmision,
        main = "Gráfica No.16: 
        Distribución de Descriptores de Trasmisión",
        xlab = "",
        ylab = "Frecuencia",
        col = "skyblue",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(TDFDescriptorTransmision) * 1.2),
        border = "black")
mtext("Descriptores de Trasmisión", side = 1, line = 5, cex = 1.1)
abline(h = pretty(range(TDFDescriptorTransmision), n = 5), col = "gray85", lty = "dotted")

#Frecuencia Relativa
porcentajes <- TDFDescriptorTransmision / sum(TDFDescriptorTransmision) * 100
par(mar = c(8, 4, 3, 2)) 
barplot(porcentajes,
        main = "Gráfica No.17: 
        Distribución Porcentual de Descriptores de Trasmisión",
        xlab = "",
        ylab = "Porcentaje",
        col = "skyblue",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(porcentajes) * 1.2),
        border = "black")
mtext("Descriptores de Trasmisión", side = 1, line = 5, cex = 1.1)
abline(h = pretty(range(porcentajes), n = 5), col = "gray85", lty = "dotted")

Se crea un vector de probabilidades (frecuencia relativa):

Tabla_descriptor <- Tabla[Tabla$DescriptorTransmision != "Total", ]
P_Descriptor <- Tabla_descriptor$ni / sum(Tabla_descriptor$ni)
nombres_descriptor <- Tabla_descriptor$DescriptorTransmision
# Gráfico de barras: Distribución de probabilidad de descriptores
barplot(P_Descriptor,
        main = "Gráfica Nº18: 
        Distribución de Probabilidad de Descriptores de Transmisión",
        xlab = "Descriptor", ylab = "Probabilidad",
        col = "skyblue",
        names.arg = nombres_descriptor,
        las = 3,
        cex.names = 0.8)

Calcular probabilidad (en porcentaje)

¿Cuál es la probabilidad de que un vehículo tenga transmisión tipo SIL?

# Calcular probabilidad (en porcentaje)
descriptor_objetivo <- "SIL"
probabilidad_6auto <- round(
  (Tabla$ni[Tabla$DescriptorTransmision == descriptor_objetivo] / 
     sum(Tabla$ni[Tabla$DescriptorTransmision != "Total"])) * 100,
  1
)

print(paste("La probabilidad es de:", probabilidad_6auto, "%"))
## [1] "La probabilidad es de: 5.7 %"

7 Engine Descriptor

Tabla de distribución de frecuencias

Turbo <- datos$Engine.Descriptor
TDFTurbo <- table(Turbo)
Tabla <- as.data.frame(TDFTurbo)     # Frecuencia Absoluta
colnames(Tabla)[colnames(Tabla) == "Freq"] <- "ni"
fo_norm <- Tabla$ni/sum(Tabla$ni)        # Frecuencia Relativa
fo<- fo_norm*100
sum(fo)
## [1] 100
Tabla <- data.frame(Tabla, fo)
total_ni <- sum(Tabla$ni)          # Agregar fila de totales
total_fo <- sum(Tabla$fo)
fila_total <- data.frame(Turbo = "Total", ni = total_ni, fo = total_fo)
Tabla <- rbind(Tabla, fila_total)
Tabla
##                                        Turbo    ni           fo
## 1                                            15420 4.045864e+01
## 2                                       -305    40 1.049511e-01
## 3                           (121)      (FFS)    16 4.198043e-02
## 4                           (122)      (FFS)    14 3.673287e-02
## 5                           (16-VALVE) (FFS)    18 4.722798e-02
## 6               (16-VALVE) (FFS)      (MPFI)     3 7.871330e-03
## 7                      (16-VALVE) (FFS,TRBO)     1 2.623777e-03
## 8               (16 VALVE) (FFS)      (MPFI)     2 5.247553e-03
## 9               (164S)     (FFS)      (MPFI)     1 2.623777e-03
## 10                          (16VALVES) (FFS)    14 3.673287e-02
## 11                          (2-VALVE)  (FFS)    10 2.623777e-02
## 12              (2 VALVE)  (FFS)      (MPFI)     2 5.247553e-03
## 13                          (20-VALVE) (FFS)     4 1.049511e-02
## 14                     (20-VALVE) (FFS,TRBO)     4 1.049511e-02
## 15                          (305)      (FFS)    71 1.862881e-01
## 16                          (307)      (FFS)    27 7.084197e-02
## 17                                  (350 V8)   120 3.148532e-01
## 18                         (350 V8) (DIESEL)    31 8.133708e-02
## 19                            (350 V8) (FFS)   411 1.078372e+00
## 20                       (350 V8) (FFS)   FI     5 1.311888e-02
## 21                    (350 V8) (FFS)  (MPFI)   106 2.781203e-01
## 22                   (350 V8) (FFS) CA model    30 7.871330e-02
## 23                 (350 V8) (GUZZLER)  (FFS)     2 5.247553e-03
## 24            (350 V8) (GUZZLER)  (FFS,TRBO)     2 5.247553e-03
## 25         (350 V8) (GUZZLER) (POLICE) (FFS)     1 2.623777e-03
## 26                 (350 V8) (POLICE)   (FFS)     9 2.361399e-02
## 27                  (350 V8) POLICE FFS MPFI     2 5.247553e-03
## 28                          (3S-FE)    (FFS)    21 5.509931e-02
## 29                          (3S-GE)    (FFS)     6 1.574266e-02
## 30                     (3S-GTE)   (FFS,TRBO)     1 2.623777e-03
## 31                          (4- VALVE) (FFS)     1 2.623777e-03
## 32                          (4-VALVE)  (FFS)    13 3.410910e-02
## 33              (4-VALVE)  (FFS)      (MPFI)     5 1.311888e-02
## 34                          (4-VLV)    (FFS)     2 5.247553e-03
## 35                          (4A-F)     (FFS)     5 1.311888e-02
## 36                          (4A-FE)    (FFS)    32 8.396085e-02
## 37                          (4A-GE)    (FFS)     9 2.361399e-02
## 38                          (4A-LC)    (FFS)     2 5.247553e-03
## 39                          (8-VALVE)  (FFS)     6 1.574266e-02
## 40                     (A-ENGINE) (FFS,TRBO)    12 3.148532e-02
## 41                     (B-ENGINE) (FFS,TRBO)     4 1.049511e-02
## 42                          (B201)     (FFS)     2 5.247553e-03
## 43                          (B202)     (FFS)     4 1.049511e-02
## 44                     (B202)     (FFS,TRBO)     7 1.836644e-02
## 45                          (BENDIX)   (FFS)     3 7.871330e-03
## 46                             (BOSCH) (FFS)     1 2.623777e-03
## 47              (C-ENGINE) (FFS)      (MPFI)     4 1.049511e-02
## 48                                (CAL)(FFS)    67 1.757930e-01
## 49                                 (CAL,FFS)     4 1.049511e-02
## 50                                   (CALIF)    45 1.180699e-01
## 51                     (CALIF)    (DSL,TRBO)     3 7.871330e-03
## 52                     (CALIF)    (FFS,TRBO)    17 4.460420e-02
## 53                          (CALIF) CA model     3 7.871330e-03
## 54                                  (DIESEL)    95 2.492588e-01
## 55                         (DIESEL) (NO-CAT)    20 5.247553e-02
## 56                         (DIESEL) CA model    71 1.862881e-01
## 57                          (DOHC)     (FFS)    44 1.154462e-01
## 58                     (DOHC)     (FFS,TRBO)    15 3.935665e-02
## 59                                (DSL,TRBO)    60 1.574266e-01
## 60                         (DSL,TRBO) (MPFI)    24 6.297064e-02
## 61            (DSL,TRBO) (MPFI)     (NO-CAT)     5 1.311888e-02
## 62                       (DSL,TRBO) (NO-CAT)    37 9.707974e-02
## 63                       (DSL,TRBO) CA model    24 6.297064e-02
## 64                          (EGR)      (FFS)     8 2.099021e-02
## 65                               (EGR) (FFS)     8 2.099021e-02
## 66                               (FFS TURBO)     2 5.247553e-03
## 67                                     (FFS)  8827 2.316008e+01
## 68                          (FFS)      (FFS)     1 2.623777e-03
## 69                      (FFS)      (GUZZLER)    20 5.247553e-02
## 70                         (FFS)      (MPFI)   734 1.925852e+00
## 71          (FFS)      (MPFI)     (S-CHARGE)     8 2.099021e-02
## 72                    (FFS)      (MPFI) DOHC     2 5.247553e-03
## 73                    (FFS)      (MPFI) SOHC     2 5.247553e-03
## 74                       (FFS)      (ROTARY)     4 1.049511e-02
## 75                     (FFS)      (S-CHARGE)    32 8.396085e-02
## 76                         (FFS)      (SPFI)   194 5.090127e-01
## 77                     (FFS)      (VARIABLE)     1 2.623777e-03
## 78                                (FFS)   FI     5 1.311888e-02
## 79                   (FFS) (DIESEL) (NO-CAT)     2 5.247553e-03
## 80                              (FFS) (MPFI)    20 5.247553e-02
## 81                          (FFS) (MPFI)  FI     1 2.623777e-03
## 82                              (FFS) (SPFI)     2 5.247553e-03
## 83                          (FFS) (SPFI)  FI     1 2.623777e-03
## 84                       (FFS) 1 barrel carb     1 2.623777e-03
## 85                       (FFS) 2 barrel carb    29 7.608952e-02
## 86                       (FFS) 3 barrel carb     2 5.247553e-03
## 87                       (FFS) 4 barrel carb     4 1.049511e-02
## 88                               (FFS) BOSCH     2 5.247553e-03
## 89                            (FFS) CA model   926 2.429617e+00
## 90                                (FFS) DOHC     6 1.574266e-02
## 91                      (FFS) fuel injection    37 9.707974e-02
## 92                      (FFS) Fuel Injection     3 7.871330e-03
## 93                             (FFS) Lock-up     5 1.311888e-02
## 94                                (FFS) SOHC     3 7.871330e-03
## 95                                (FFS)(SIL)     4 1.049511e-02
## 96                       (FFS)(SIL) CA model     5 1.311888e-02
## 97                                (FFS,DOHC)     1 2.623777e-03
## 98                       (FFS,MPFI) CA model     3 7.871330e-03
## 99                       (FFS,SPFI) CA model     3 7.871330e-03
## 100                               (FFS,TRBO)   666 1.747435e+00
## 101                        (FFS,TRBO) (MPFI)    29 7.608952e-02
## 102                      (FFS,TRBO) (ROTARY)     5 1.311888e-02
## 103                        (FFS,TRBO) (SPFI)     2 5.247553e-03
## 104                      (FFS,TRBO) CA model    81 2.125259e-01
## 105                     (FFS,TRBO) Low Boost     1 2.623777e-03
## 106                               (FFS/TRBO)     6 1.574266e-02
## 107                      (FFS/TRBO) CA model     6 1.574266e-02
## 108                               (GM-BUICK)     7 1.836644e-02
## 109                      (GM-BUICK) CA model    11 2.886154e-02
## 110                                (GM-CHEV)   102 2.676252e-01
## 111                         (GM-CHEV)  (FFS)    46 1.206937e-01
## 112             (GM-CHEV)  (FFS)      (MPFI)    12 3.148532e-02
## 113             (GM-CHEV)  (FFS)      (SPFI)     8 2.099021e-02
## 114                (GM-CHEV)  (FFS) CA model    15 3.935665e-02
## 115                          (GM-CHEV) (FFS)     2 5.247553e-03
## 116                       (GM-CHEV) CA model    23 6.034686e-02
## 117                                (GM-OLDS)    13 3.410910e-02
## 118                         (GM-OLDS)  (FFS)    21 5.509931e-02
## 119                (GM-OLDS)  (FFS) CA model     8 2.099021e-02
## 120                       (GM-OLDS) CA model    13 3.410910e-02
## 121             (GMP4)     (FFS,TRBO) (MPFI)     1 2.623777e-03
## 122             (GMP4+IC)  (FFS,TRBO) (MPFI)     1 2.623777e-03
## 123                                (GUZZLER)    42 1.101986e-01
## 124              (GUZZLER)             (FFS)     5 1.311888e-02
## 125                         (GUZZLER)  (FFS)   366 9.603023e-01
## 126             (GUZZLER)  (FFS)      (MPFI)   122 3.201008e-01
## 127         (GUZZLER)  (FFS)      (S-CHARGE)     1 2.623777e-03
## 128                (GUZZLER)  (FFS) CA model     4 1.049511e-02
## 129                    (GUZZLER)  (FFS,TRBO)    40 1.049511e-01
## 130             (GUZZLER)  (FFS,TRBO) (MPFI)    16 4.198043e-02
## 131              (GUZZLER)  (GM-CHEVY) (FFS)     1 2.623777e-03
## 132              (GUZZLER)  (GUZZLER)  (FFS)     2 5.247553e-03
## 133              (GUZZLER)  (L410MN2)  (FFS)     4 1.049511e-02
## 134              (GUZZLER)  (L410MNKT) (FFS)     4 1.049511e-02
## 135         (GUZZLER)  (L410MT2)  (FFS,TRBO)     7 1.836644e-02
## 136         (GUZZLER)  (L410MTKT) (FFS,TRBO)     3 7.871330e-03
## 137                       (GUZZLER)  (TURBO)    10 2.623777e-02
## 138              (GUZZLER)  (TURBO) CA model     1 2.623777e-03
## 139              (GUZZLER)  (VOLVO780) (FFS)     1 2.623777e-03
## 140              (GUZZLER)  5 SERIES   (FFS)     2 5.247553e-03
## 141              (GUZZLER)  ASTON-DB7  (FFS)     4 1.049511e-02
## 142              (GUZZLER)  FFS MPFI   (FFS)     2 5.247553e-03
## 143                          (GUZZLER) (FFS)    84 2.203972e-01
## 144                   (GUZZLER) (FFS) (MPFI)     1 2.623777e-03
## 145               (GUZZLER) (FFS) (S-CHARGE)     2 5.247553e-03
## 146                      (GUZZLER) (GUZZLER)     3 7.871330e-03
## 147                       (GUZZLER) CA model    16 4.198043e-02
## 148                 (GUZZLER) FFS MPFI (FFS)     1 2.623777e-03
## 149                           (LH-3.1) (FFS)     1 2.623777e-03
## 150                         (MFI)      (FFS)     6 1.574266e-02
## 151                                   (MPFI)    16 4.198043e-02
## 152                      (MPFI)     (NO-CAT)    26 6.821819e-02
## 153                       (MPFI)     (TURBO)    10 2.623777e-02
## 154                         (NGV)      (FFS)     1 2.623777e-03
## 155                                 (NO-CAT)   238 6.244588e-01
## 156                                    (OHC)     8 2.099021e-02
## 157                         (OHC)      (FFS)     6 1.574266e-02
## 158                                    (OHV)     4 1.049511e-02
## 159                         (OHV)      (FFS)     4 1.049511e-02
## 160                         (POLICE)   (FFS)    28 7.346575e-02
## 161           (POLICE)   (FFS) 2 barrel carb     4 1.049511e-02
## 162           (POLICE)   (FFS) 4 barrel carb     4 1.049511e-02
## 163                           (POLICE) (FFS)     2 5.247553e-03
## 164                         (PRE-CAT)  (FFS)     2 5.247553e-03
## 165                          (PRE-CAT) (FFS)     2 5.247553e-03
## 166                                 (ROTARY)     3 7.871330e-03
## 167                        (ROTARY) CA model     2 5.247553e-03
## 168                         (SOHC)     (FFS)    39 1.023273e-01
## 169                         (SOHC) (FFS)  FI     4 1.049511e-02
## 170                                   (SPFI)     4 1.049511e-02
## 171                    (SPG)      (FFS,TRBO)     1 2.623777e-03
## 172                         (TBI)      (FFS)     6 1.574266e-02
## 173                                  (TURBO)     7 1.836644e-02
## 174                    (TURBO)    (FFS,TRBO)    11 2.886154e-02
## 175                         (V6-DOHC)  (FFS)     1 2.623777e-03
## 176                         (VOLVO760) (FFS)     1 2.623777e-03
## 177                         (VTEC)     (FFS)    17 4.460420e-02
## 178                                   0.0004     6 1.574266e-02
## 179                                  0.00042     2 5.247553e-03
## 180                                  0.00046     3 7.871330e-03
## 181                                   0.0005     2 5.247553e-03
## 182                                  0.00054     2 5.247553e-03
## 183             16-V, CAL. (FFS)      (MPFI)     1 2.623777e-03
## 184                         16-VALVE   (FFS)     1 2.623777e-03
## 185             16-VALVE   (FFS)      (MPFI)     2 5.247553e-03
## 186             164/164L   (FFS)      (MPFI)     6 1.574266e-02
## 187             164S       (FFS)      (MPFI)     2 5.247553e-03
## 188                                   2-MODE     1 2.623777e-03
## 189         2-mode (Normal/Eco) Transmission     4 1.049511e-02
## 190                                  2-Valve     5 1.311888e-02
## 191                                  2-VALVE    14 3.673287e-02
## 192                                  2 VALVE     6 1.574266e-02
## 193                         2 VALVES   (FFS)     2 5.247553e-03
## 194                                 2.0L CVH     5 1.311888e-02
## 195                                     2.0Z    11 2.886154e-02
## 196                                   2.5E-R     4 1.049511e-02
## 197                                     2.5M     6 1.574266e-02
## 198                                      200     1 2.623777e-03
## 199                                    255HP     3 7.871330e-03
## 200                                      275     2 5.247553e-03
## 201                                   275 hp     2 5.247553e-03
## 202                                   275 HP     2 5.247553e-03
## 203                                    275HP    11 2.886154e-02
## 204                                       2V    12 3.148532e-02
## 205                         2VALVE     (FFS)     2 5.247553e-03
## 206                                        3     1 2.623777e-03
## 207   3-mode (Power/Normal/Eco) Transmission     2 5.247553e-03
## 208                                  3-VALVE     1 2.623777e-03
## 209                                   3.0E-F     2 5.247553e-03
## 210                                  3.0L 2V     4 1.049511e-02
## 211                                     3.0M     3 7.871330e-03
## 212                                   3.0N-F     2 5.247553e-03
## 213                                   3.0W-F     2 5.247553e-03
## 214                                   3.3N-F     1 2.623777e-03
## 215                                   3.8E-F     4 1.049511e-02
## 216                                     3.8N     3 7.871330e-03
## 217                                 3.9L4V-N     2 5.247553e-03
## 218                                   300 HP     2 5.247553e-03
## 219                                    300HP     6 1.574266e-02
## 220                                  320-500     1 2.623777e-03
## 221                                  320/510     1 2.623777e-03
## 222                                  390-540    14 3.673287e-02
## 223                                  4-Valve     8 2.099021e-02
## 224                                  4-VALVE    19 4.985176e-02
## 225                                  4 valve     9 2.361399e-02
## 226                                  4 VALVE    16 4.198043e-02
## 227                         4 VALVES   (FFS)     2 5.247553e-03
## 228                                   4.0E-R     6 1.574266e-02
## 229                                     4.0N     1 2.623777e-03
## 230                                   4.0S-4     1 2.623777e-03
## 231                              4.0S-4 SOHC     1 2.623777e-03
## 232                                   4.2E-R     5 1.311888e-02
## 233                                   4.6E-R     5 1.311888e-02
## 234                                     4.6M     1 2.623777e-03
## 235                            4.6M FFS MPFI     1 2.623777e-03
## 236                                     4.6N     8 2.099021e-02
## 237                                     4.6W     2 5.247553e-03
## 238                                  400-425     2 5.247553e-03
## 239                                  420-540     4 1.049511e-02
## 240                                      430     2 5.247553e-03
## 241                                  430-470     6 1.574266e-02
## 242                                  440-470     6 1.574266e-02
## 243                                  440-580     6 1.574266e-02
## 244                                     448S     3 7.871330e-03
## 245                                    44RA8     1 2.623777e-03
## 246                                      450     2 5.247553e-03
## 247                                      460     4 1.049511e-02
## 248                                  470-610     2 5.247553e-03
## 249                                       4V    24 6.297064e-02
## 250                         4V         (FFS)     2 5.247553e-03
## 251                                  4V DOHC     8 2.099021e-02
## 252                         4VALVE     (FFS)     4 1.049511e-02
## 253                                   5.0E-R     2 5.247553e-03
## 254                                   5.4E-R     5 1.311888e-02
## 255                          5.4E-R FFS MPFI     1 2.623777e-03
## 256                                   5.4S/C     1 2.623777e-03
## 257                                   5.4V-4     1 2.623777e-03
## 258                                   5.4V-R     1 2.623777e-03
## 259                                      500     6 1.574266e-02
## 260                                      530     3 7.871330e-03
## 261                                   54RA12     1 2.623777e-03
## 262               63 and 67 motor/generators     1 2.623777e-03
## 263                                      AFM     5 1.311888e-02
## 264                                ASTON-DB7     4 1.049511e-02
## 265                                      AWD     2 5.247553e-03
## 266                    AWD (All Wheel Drive)     1 2.623777e-03
## 267                         B201       (FFS)     2 5.247553e-03
## 268                         B202       (FFS)     5 1.311888e-02
## 269                    B202       (FFS,TRBO)     7 1.836644e-02
## 270                                   B204L3     2 5.247553e-03
## 271                    B204L3     (FFS,TRBO)     4 1.049511e-02
## 272                        B204L3 (FFS,TRBO)     4 1.049511e-02
## 273                         B204L3 FFS,TURBO     6 1.574266e-02
## 274                                    B205L     8 2.099021e-02
## 275                                    B205R    14 3.673287e-02
## 276                                    B207L     4 1.049511e-02
## 277                                    B207R     8 2.099021e-02
## 278                    B234E4     (FFS,TRBO)     2 5.247553e-03
## 279                        B234E4 (FFS,TRBO)     1 2.623777e-03
## 280             B234E4 (FFS,TRBO) High Power     1 2.623777e-03
## 281                                   B234I3     4 1.049511e-02
## 282                         B234I3     (FFS)     4 1.049511e-02
## 283                             B234I3 (FFS)     4 1.049511e-02
## 284                    B234L/R4   (FFS,TRBO)     2 5.247553e-03
## 285                      B234L/R4 (FFS,TRBO)     1 2.623777e-03
## 286                                   B234R4     2 5.247553e-03
## 287                                    B235E    16 4.198043e-02
## 288                                   B235E5     2 5.247553e-03
## 289                         B235E5 FFS,TURBO     3 7.871330e-03
## 290                                    B235L     4 1.049511e-02
## 291                                    B235R    26 6.821819e-02
## 292                         B258I3     (FFS)     2 5.247553e-03
## 293                             B258I3 (FFS)     2 5.247553e-03
## 294                                   B2O4L3     2 5.247553e-03
## 295                                   B2O4R3     2 5.247553e-03
## 296                                    B308E     8 2.099021e-02
## 297                                   B308E5     1 2.623777e-03
## 298                         B308E5 FFS,TURBO     1 2.623777e-03
## 299                         B308I4     (FFS)     1 2.623777e-03
## 300                  B308I4 (FFS) (VARIABLE)     1 2.623777e-03
## 301                         B6D        (FFS)     2 5.247553e-03
## 302                         B6E2       (FFS)     2 5.247553e-03
## 303                         B6E4       (FFS)     2 5.247553e-03
## 304                                  BI-FUEL     2 5.247553e-03
## 305                         BPD        (FFS)     4 1.049511e-02
## 306                         BPD/DOHC   (FFS)     2 5.247553e-03
## 307                         BPE        (FFS)     8 2.099021e-02
## 308                         BPE/SOHC   (FFS)     2 5.247553e-03
## 309                                 CA model   113 2.964868e-01
## 310                             Cabrio model     1 2.623777e-03
## 311             CALIF. ECS (FFS)      (MPFI)     2 5.247553e-03
## 312       California emission control system     1 2.623777e-03
## 313       California Emission Control System     1 2.623777e-03
## 314                                      CNG     8 2.099021e-02
## 315                                  CNG FFS     1 2.623777e-03
## 316                               CNG RNG180     2 5.247553e-03
## 317                                    COUPE     5 1.311888e-02
## 318                           Coupe or Conv.    23 6.034686e-02
## 319                                    CVT2L     3 7.871330e-03
## 320                                DCT TRANS     6 1.574266e-02
## 321                                       DI     5 1.311888e-02
## 322                          DIESEL CA model     4 1.049511e-02
## 323                         Direct Injection     3 7.871330e-03
## 324                                DIRECTINJ     2 5.247553e-03
## 325                                      DOD     8 2.099021e-02
## 326                                     DOHC    79 2.072784e-01
## 327                         DOHC-4     (FFS)     5 1.311888e-02
## 328                                 DOHC-IL4    42 1.101986e-01
## 329                                 DOHC-T/C    16 4.198043e-02
## 330                                  DOHC-TC     6 1.574266e-02
## 331                                DOHC-VTEC    25 6.559442e-02
## 332                         DOHC-VTEC  (FFS)     5 1.311888e-02
## 333                         DOHC       (FFS)    96 2.518826e-01
## 334             DOHC       (FFS)      (MPFI)     6 1.574266e-02
## 335                         DOHC I-4   (FFS)     4 1.049511e-02
## 336                               DOHC TURBO    12 3.148532e-02
## 337                    DOHC TURBO (FFS,TRBO)    76 1.994070e-01
## 338                         DOHC V-6   (FFS)     4 1.049511e-02
## 339                                DOHC VTEC     2 5.247553e-03
## 340                         DOHC/VTEC  (FFS)     6 1.574266e-02
## 341                                DSL, TRBO     1 2.623777e-03
## 342                 Dual clutch transmission     1 2.623777e-03
## 343                                     DVVT     1 2.623777e-03
## 344                                  E2.0LAA     1 2.623777e-03
## 345                                  E2.0LMA     1 2.623777e-03
## 346                                  E2.5CAB     1 2.623777e-03
## 347                                  E2.5CMB     1 2.623777e-03
## 348                                 EFFV-GAS     1 2.623777e-03
## 349                         EGR/2-VLV  (FFS)     2 5.247553e-03
## 350                         EGR/4-VLV  (FFS)     2 5.247553e-03
## 351                    ELAN TURBO (FFS,TRBO)     3 7.871330e-03
## 352             ESPRIT     (FFS,TRBO) (MPFI)     2 5.247553e-03
## 353                               EX2US40E5G     1 2.623777e-03
## 354                                      FFS    34 8.920841e-02
## 355                                 FFS MPFI     4 1.049511e-02
## 356                                FFS,TURBO     4 1.049511e-02
## 357                                      FFV   653 1.713326e+00
## 358              FFV; Active Fuel Management     1 2.623777e-03
## 359                           FFV; Cargo Van     1 2.623777e-03
## 360                       FFV; GVWR>7599 LBS     2 5.247553e-03
## 361             FFV; Part-time 4-Wheel Drive     2 5.247553e-03
## 362                                  FFV; PR     2 5.247553e-03
## 363                                FLEX-FUEL   198 5.195078e-01
## 364                                FLEX FUEL     6 1.574266e-02
## 365                          Flex Fuel (E85)     2 5.247553e-03
## 366                            Full time 4WD     1 2.623777e-03
## 367                            Full Time 4WD     4 1.049511e-02
## 368                                  GAS 330    20 5.247553e-02
## 369                                  GAS 340     8 2.099021e-02
## 370                                  GAS 350     2 5.247553e-03
## 371                                  GAS 360     6 1.574266e-02
## 372                                  GAS 370     4 1.049511e-02
## 373                                  GAS 380     4 1.049511e-02
## 374                                  GAS 400     1 2.623777e-03
## 375                                  GAS 410     1 2.623777e-03
## 376                                  GAS 420     1 2.623777e-03
## 377                              GAS 420 FFS     1 2.623777e-03
## 378                                  GAS 430     1 2.623777e-03
## 379                                  GAS 440     2 5.247553e-03
## 380                            Gasoline only     2 5.247553e-03
## 381             GMP4       (FFS,TRBO) (MPFI)     1 2.623777e-03
## 382             GMP4 ANDIC (FFS,TRBO) (MPFI)     4 1.049511e-02
## 383                               GT/GTS-VIS     2 5.247553e-03
## 384                                  GTS-VIS     2 5.247553e-03
## 385                                  GUZZLER   195 5.116364e-01
## 386                             GUZZLER  FFS     5 1.311888e-02
## 387                       GUZZLER  FFS,TURBO     1 2.623777e-03
## 388                           GUZZLER POLICE     3 7.871330e-03
## 389                      GUZZLER POLICE 4.6N     4 1.049511e-02
## 390                           GUZZLER V8 FFS     1 2.623777e-03
## 391                     GUZZLER V8 FFS,TURBO     1 2.623777e-03
## 392                           Hellcat engine     9 2.361399e-02
## 393                                      HEV    50 1.311888e-01
## 394                                   HEV LB     2 5.247553e-03
## 395                                   Hybrid     2 5.247553e-03
## 396                               Hybrid; PR     3 7.871330e-03
## 397                         I-4        (FFS)     4 1.049511e-02
## 398                                       I4    20 5.247553e-02
## 399                               IN COMMENT     1 2.623777e-03
## 400                         JED        (FFS)     2 5.247553e-03
## 401                         JEE        (FFS)     2 5.247553e-03
## 402                         K8D        (FFS)     2 5.247553e-03
## 403                                      L-4    16 4.198043e-02
## 404                                  L410MT2    17 4.460420e-02
## 405                                Lead Acid     4 1.049511e-02
## 406                                LEAN-BURN     4 1.049511e-02
## 407                                LEAN BURN     4 1.049511e-02
## 408                                      LK9     1 2.623777e-03
## 409                                      LM7    38 9.970351e-02
## 410                                  Lock-up     4 1.049511e-02
## 411                                      LPT     2 5.247553e-03
## 412                               MAZDA3 T/C     1 2.623777e-03
## 413                               MAZDA6 T/C     1 2.623777e-03
## 414                                 MFFV-GAS     1 2.623777e-03
## 415                                MIATA T/C     2 5.247553e-03
## 416                               MOTORSPORT    18 4.722798e-02
## 417                         N          (FFS)     1 2.623777e-03
## 418                           new body style     4 1.049511e-02
## 419                                       NG     1 2.623777e-03
## 420                                      NGV     5 1.311888e-02
## 421                                     NiMH     4 1.049511e-02
## 422                                     NONE     1 2.623777e-03
## 423                                 NONE FFS     2 5.247553e-03
## 424                         Off-road Package     1 2.623777e-03
## 425                         Off Road Package     6 1.574266e-02
## 426                  Part-time 4-Wheel Drive     2 5.247553e-03
## 427                            Part-time 4WD     3 7.871330e-03
## 428                            Part time 4WD     1 2.623777e-03
## 429                            Part Time 4WD     4 1.049511e-02
## 430                                     PHEV    34 8.920841e-02
## 431                PHEV; 94 Amp-hour battery     1 2.623777e-03
## 432                                   POLICE     4 1.049511e-02
## 433                              POLICE  FFS     6 1.574266e-02
## 434                          POLICE FFS MPFI     1 2.623777e-03
## 435                                       PR    91 2.387637e-01
## 436                         PRE-CAT    (FFS)     2 5.247553e-03
## 437                         R-ENG (FFS,TRBO)     1 2.623777e-03
## 438                                  RNG=120     2 5.247553e-03
## 439                                  RNG=170     4 1.049511e-02
## 440                                  RNG=190     1 2.623777e-03
## 441                                  RNG=192     1 2.623777e-03
## 442                                  RNG=193     2 5.247553e-03
## 443                                  RNG=200     1 2.623777e-03
## 444                                  RNG=250     1 2.623777e-03
## 445                                  RNG=290     1 2.623777e-03
## 446                                  RNG=340     3 7.871330e-03
## 447                                  RNG=360     3 7.871330e-03
## 448                                  RNG=370     1 2.623777e-03
## 449                                  RNG=380     3 7.871330e-03
## 450                                  RNG=390     4 1.049511e-02
## 451                              RNG=390/400     1 2.623777e-03
## 452                                  RNG=400     1 2.623777e-03
## 453                                  RNG=420     2 5.247553e-03
## 454                                  RNG=450     2 5.247553e-03
## 455                               RNG130/170     1 2.623777e-03
## 456                               RNG140/220     1 2.623777e-03
## 457                               RNG200/300     1 2.623777e-03
## 458                                   RNG250     1 2.623777e-03
## 459                                   RNG390     3 7.871330e-03
## 460                               RNG390/520     4 1.049511e-02
## 461                                   RNG420     4 1.049511e-02
## 462                         S0HC-4     (FFS)     2 5.247553e-03
## 463                                       SC     6 1.574266e-02
## 464                               SELECT SFT     2 5.247553e-03
## 465             Shelby GT500; Coupe or Conv.     1 2.623777e-03
## 466                                     SIDI  3674 9.639755e+00
## 467 SIDI                                   S     1 2.623777e-03
## 468                               SIDI & PFI   130 3.410910e-01
## 469                   SIDI & PFI; Stop-Start     1 2.623777e-03
## 470        SIDI & PFI; with Off Road Package     1 2.623777e-03
## 471                                    SIDI;     6 1.574266e-02
## 472                            SIDI; eAssist     2 5.247553e-03
## 473                           SIDI; Ecoboost     4 1.049511e-02
## 474            SIDI; Ecoboost; GVWR>6649 LBS     1 2.623777e-03
## 475            SIDI; Ecoboost; GVWR>6799 LBS     1 2.623777e-03
## 476            SIDI; Ecoboost; GVWR>7599 LBS     2 5.247553e-03
## 477                                SIDI; FFV   256 6.716868e-01
## 478            SIDI; FFV; Sport Transmission     3 7.871330e-03
## 479                             SIDI; Hybrid     4 1.049511e-02
## 480                     SIDI; Long Wheelbase     2 5.247553e-03
## 481          SIDI; Over 6000 lbs curb weight     1 2.623777e-03
## 482                               SIDI; PHEV    30 7.871330e-02
## 483             SIDI; PZEV (SULEV) emissions    12 3.148532e-02
## 484             SIDI; PZEV (SULEV) Emissions     1 2.623777e-03
## 485              SIDI; PZEV(SULEV) emissions     4 1.049511e-02
## 486          SIDI; Select shift transmission     1 2.623777e-03
## 487                    SIDI; Short Wheelbase     2 5.247553e-03
## 488                         SIDI; Stop-Start    12 3.148532e-02
## 489                     SIDI; ULEV Emissions     1 2.623777e-03
## 490    SIDI; with i-ELOOP Technology Package    12 3.148532e-02
## 491             SIDI; with Stop-Start option    18 4.722798e-02
## 492             SIDI; with Stop-Start Option    18 4.722798e-02
## 493         SIDI; with Stop/Start Technology     3 7.871330e-03
## 494                                SIDI; Z06     4 1.049511e-02
## 495                                SMG TRANS    13 3.410910e-02
## 496                                     SOHC   354 9.288169e-01
## 497                         SOHC-2     (FFS)     4 1.049511e-02
## 498                         SOHC-3     (FFS)    10 2.623777e-02
## 499                         SOHC-4     (FFS)    50 1.311888e-01
## 500                             SOHC-4 (FFS)     2 5.247553e-03
## 501                         SOHC-4 2WD (FFS)    37 9.707974e-02
## 502                         SOHC-4 4WD (FFS)    32 8.396085e-02
## 503                                 SOHC-IL4    10 2.623777e-02
## 504                         SOHC-V6    (FFS)     8 2.099021e-02
## 505                                 SOHC-VIS     4 1.049511e-02
## 506                                SOHC-VTEC    27 7.084197e-02
## 507                         SOHC       (FFS)    78 2.046546e-01
## 508             SOHC       (FFS)      (MPFI)     6 1.574266e-02
## 509                         SOHC  2WD  (FFS)     6 1.574266e-02
## 510                         SOHC  4WD  (FFS)     6 1.574266e-02
## 511                                   SOHC 4     4 1.049511e-02
## 512                                 SOHC FFS     6 1.574266e-02
## 513                         SOHC I-4   (FFS)     2 5.247553e-03
## 514                                 SOHC L-5     1 2.623777e-03
## 515                                 SOHC V-6     3 7.871330e-03
## 516                         SOHC V-6   (FFS)     1 2.623777e-03
## 517                                SOHC VTEC     2 5.247553e-03
## 518                 Sold at Ford dealerships     6 1.574266e-02
## 519                                    SPORT     1 2.623777e-03
## 520                       Sport Transmission     1 2.623777e-03
## 521                                   SPORTS    18 4.722798e-02
## 522                                      SST     2 5.247553e-03
## 523                               Stop-Start     1 2.623777e-03
## 524                                  STS/DTS     2 5.247553e-03
## 525                               SUPER-CHGD     1 2.623777e-03
## 526                                 SUPERCHR     4 1.049511e-02
## 527                               SUPERCHRGD     2 5.247553e-03
## 528                                      V-6    75 1.967832e-01
## 529                         V-6        (FFS)     7 1.836644e-02
## 530         V-6        (FFS)      (S-CHARGE)     1 2.623777e-03
## 531                                  V-6 FFS     1 2.623777e-03
## 532                                       V6    28 7.346575e-02
## 533                         V6-DOHC    (FFS)     2 5.247553e-03
## 534                         V6-SOHC-2  (FFS)     4 1.049511e-02
## 535                         V6-SOHC-4  (FFS)     4 1.049511e-02
## 536                         V6-SOHC    (FFS)     4 1.049511e-02
## 537                         V6DOHC     (FFS)     2 5.247553e-03
## 538                                       V8     1 2.623777e-03
## 539                                      VCM    11 2.886154e-02
## 540                                 VTC/VTEC     6 1.574266e-02
## 541                                     VTEC    33 8.658463e-02
## 542                                   VTEC-E    11 2.886154e-02
## 543                         VTEC-E     (FFS)     2 5.247553e-03
## 544                         VTEC       (FFS)    14 3.673287e-02
## 545                                     Z/28     1 2.623777e-03
## 546                                    Total 38113 1.000000e+02

Gráficas:

#Ajustar márgenes
par(mar = c(8, 4, 3, 2))
#Frecuencia Absoluta
barplot(TDFTurbo,
        main = "Gráfica No.19: 
        Distribución de Descriptor de Motor",
        xlab = "",
        ylab = "Frecuencia",
        col = "orange",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(TDFTurbo) * 1.2),
        border = "black")
mtext("Descripción", side = 1, line = 5, cex = 1.1)
abline(h = pretty(range(TDFTurbo), n = 5), col = "gray85", lty = "dotted")

#Frecuencia Relativa
porcentajes <- TDFTurbo / sum(TDFTurbo) * 100
par(mar = c(8, 4, 3, 2)) 
barplot(porcentajes,
        main = "Gráfica No.20: 
        Distribución Porcentual de Descriptor de Motor",
        xlab = "",
        ylab = "Porcentaje",
        col = "orange",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, 100),
        border = "black")
mtext("Descripción", side = 1, line = 5, cex = 1.1)
abline(h = pretty(range(porcentajes), n = 5), col = "gray85", lty = "dotted")

Se crea un vector de probabilidades (frecuencia relativa):

Tabla_turbo <- Tabla[Tabla$Turbo != "Total", ]
# Crear el vector de probabilidades (frecuencia relativa)
P_Turbo <- Tabla_turbo$ni / sum(Tabla_turbo$ni)
nombres_turbo <- Tabla_turbo$Turbo
# Gráfico de barras: Distribución de probabilidad de descriptor de motor
barplot(P_Turbo,
        main = "Gráfica Nº21: 
        Distribución de Probabilidad de Descriptor de Motor",
        xlab = "Descripción del Motor", ylab = "Probabilidad",
        col = "orange",
        names.arg = nombres_turbo,
        las = 3,
        cex.names = 0.8)

Calcular probabilidad (en porcentaje)

¿Cuál es la probabilidad de que un vehículo tenga un motor tipo (FFS)?

motor_objetivo <- "(FFS)"
probabilidad_turbo <- round(
  (Tabla$ni[Tabla$Turbo == motor_objetivo] / 
     sum(Tabla$ni[Tabla$Turbo != "Total"])) * 100,
  1
)

print(paste("La probabilidad es de:", probabilidad_turbo, "%"))
## [1] "La probabilidad es de: 23.2 %"

8 Turbocharger

Tabla de distribución de frecuencias

Tubo_Comprensor <- datos$Turbocharger
TDFTuboComprensor <- table(Tubo_Comprensor)
Tabla <- as.data.frame(TDFTuboComprensor)     # Frecuencia Absoluta
colnames(Tabla)[colnames(Tabla) == "Freq"] <- "ni"
fo_norm <- Tabla$ni/sum(Tabla$ni)        # Frecuencia Relativa
fo<- fo_norm*100
sum(fo)
## [1] 100
Tabla <- data.frame(Tabla, fo)
total_ni <- sum(Tabla$ni)          # Agregar fila de totales
total_fo <- sum(Tabla$fo)
fila_total <- data.frame(Tubo_Comprensor = "Total", ni = total_ni, fo = total_fo)
Tabla <- rbind(Tabla, fila_total)
Tabla
##   Tubo_Comprensor   ni  fo
## 1            TRUE 5239 100
## 2           Total 5239 100

Gráficas:

#Ajustar márgenes
par(mar = c(8, 4, 3, 2))

#Frecuencia Absoluta
barplot(TDFTuboComprensor,
        main = "Gráfica No.22: 
        Distribución de Turbos(True/False)",
        xlab = "",
        ylab = "Frecuencia",
        col = "orange",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(TDFTuboComprensor) * 1.2),
        border = "black")
mtext("", side = 1, line = 3, cex = 1.1)
abline(h = pretty(range(TDFTuboComprensor), n = 5), col = "gray85", lty = "dotted")

#Frecuencia Relativa
porcentajes <- TDFTuboComprensor / sum(TDFTuboComprensor) * 100
par(mar = c(8, 4, 3, 2)) 
barplot(porcentajes,
        main = "Gráfica No.23: 
        Distribución Porcentual de Turbos(True/False)",
        xlab = "",
        ylab = "Porcentaje",
        col = "orange",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, 100),
        border = "black")
mtext("", side = 1, line = 3, cex = 1.1)
abline(h = pretty(range(porcentajes), n = 5), col = "gray85", lty = "dotted")

9 Supercharger

Tabla de distribución de frecuencias

Sobrealimentador <- datos$Supercharger
TDFSobrea <- table(Sobrealimentador)
Tabla <- as.data.frame(TDFSobrea)     # Frecuencia Absoluta
colnames(Tabla)[colnames(Tabla) == "Freq"] <- "ni"
fo_norm <- Tabla$ni/sum(Tabla$ni)        # Frecuencia Relativa
fo<- fo_norm*100
sum(fo)
## [1] 100
Tabla <- data.frame(Tabla, fo)
total_ni <- sum(Tabla$ni)          # Agregar fila de totales
total_fo <- sum(Tabla$fo)
fila_total <- data.frame(Sobrealimentador = "Total", ni = total_ni, fo = total_fo)
Tabla <- rbind(Tabla, fila_total)
Tabla
##   Sobrealimentador    ni         fo
## 1                  37420  98.181723
## 2                S   693   1.818277
## 3            Total 38113 100.000000

Gráficas:

#Ajustar márgenes
par(mar = c(8, 4, 3, 2))
#Frecuencia Absoluta
barplot(TDFSobrea,
        main = "Gráfica No.24: 
        Distribución Sobrealimentador(True/False)",
        xlab = "",
        ylab = "Frecuencia",
        col = "purple",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(TDFSobrea) * 1.2),
        border = "black")
mtext("", side = 1, line = 3, cex = 1.1)
abline(h = pretty(range(TDFSobrea), n = 5), col = "gray85", lty = "dotted")

#Frecuencia Relativa
porcentajes <- TDFSobrea / sum(TDFSobrea) * 100
par(mar = c(8, 4, 3, 2)) 
barplot(porcentajes,
        main = "Gráfica No.25: 
        Distribución Porcentual Sobrealimentador(True/False)",
        xlab = "",
        ylab = "Porcentaje",
        col = "purple",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, 100),
        border = "black")
mtext("", side = 1, line = 3, cex = 1.1)
abline(h = pretty(range(porcentajes), n = 5), col = "gray85", lty = "dotted")

10 Fuel Type

Tabla de distribución de frecuencias

Tipo_Combustible <- datos$Fuel.Type
TDFTipoCombustible <- table(Tipo_Combustible)
Tabla <- as.data.frame(TDFTipoCombustible)     # Frecuencia Absoluta
colnames(Tabla)[colnames(Tabla) == "Freq"] <- "ni"
fo_norm <- Tabla$ni/sum(Tabla$ni)        # Frecuencia Relativa
fo<- fo_norm*100
sum(fo)
## [1] 100
Tabla <- data.frame(Tabla, fo)
total_ni <- sum(Tabla$ni)          # Agregar fila de totales
total_fo <- sum(Tabla$fo)
fila_total <- data.frame(Tipo_Combustible = "Total", ni = total_ni, fo = total_fo)
Tabla <- rbind(Tabla, fila_total)
Tabla
##               Tipo_Combustible    ni           fo
## 1                          CNG    60 1.574266e-01
## 2                       Diesel  1014 2.660510e+00
## 3                  Electricity   133 3.489623e-01
## 4              Gasoline or E85  1223 3.208879e+00
## 5      Gasoline or natural gas    20 5.247553e-02
## 6          Gasoline or propane     8 2.099021e-02
## 7                     Midgrade    77 2.020308e-01
## 8                      Premium 10133 2.658673e+01
## 9      Premium and Electricity    25 6.559442e-02
## 10  Premium Gas or Electricity    18 4.722798e-02
## 11              Premium or E85   122 3.201008e-01
## 12                     Regular 25258 6.627135e+01
## 13 Regular Gas and Electricity    20 5.247553e-02
## 14  Regular Gas or Electricity     2 5.247553e-03
## 15                       Total 38113 1.000000e+02

Gráficas:

#Ajustar márgenes
par(mar = c(8, 4, 3, 2))
#Frecuencia Absoluta
barplot(TDFTipoCombustible,
        main = "Gráfica No.26: 
        Distribución Tipo de Combustible",
        xlab = "",
        ylab = "Frecuencia",
        col = "pink",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(TDFTipoCombustible) * 1.2),
        border = "black")
mtext("Tipo de Combustible", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(TDFTipoCombustible), n = 5), col = "gray85", lty = "dotted")

#Frecuencia Relativa
porcentajes <- TDFTipoCombustible / sum(TDFTipoCombustible) * 100
par(mar = c(8, 4, 3, 2)) 
barplot(porcentajes,
        main = "Gráfica No.27: 
        Distribución Porcentual Tipo de Combustible",
        xlab = "",
        ylab = "Porcentaje",
        col = "pink",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, 100),
        border = "black")
mtext("Tipo de Combustible", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(porcentajes), n = 5), col = "gray85", lty = "dotted")

Se crea un vector de probabilidades (frecuencia relativa):

Tabla_combustible <- Tabla[Tabla$Tipo_Combustible != "Total", ]
# Crear el vector de probabilidades (frecuencia relativa)
P_Combustible <- Tabla_combustible$ni / sum(Tabla_combustible$ni)
nombres_combustible <- Tabla_combustible$Tipo_Combustible
# Gráfico de barras: Distribución de probabilidad de tipo de combustible
barplot(P_Combustible,
        main = "Gráfica Nº28: 
        Distribución de Probabilidad de Tipo de Combustible",
        xlab = "Tipo de Combustible", ylab = "Probabilidad",
        col = "pink",
        names.arg = nombres_combustible,
        las = 3,
        cex.names = 0.8)

Calcular probabilidad (en porcentaje)

¿Cuál es la probabilidad de que un vehículo utilice Gasolina Regular?

# Calcular probabilidad (en porcentaje)
combustible_objetivo <- "Regular"
probabilidad_regular <- round(
  (Tabla$ni[Tabla$Tipo_Combustible == combustible_objetivo] /
     sum(Tabla$ni[Tabla$Tipo_Combustible != "Total"])) * 100,
  1
)
print(paste("La probabilidad es de:", probabilidad_regular, "%"))
## [1] "La probabilidad es de: 66.3 %"

11 Fuel Type 1

Tabla de distribución de frecuencias

Tipo_Combustible1 <- datos$Fuel.Type.1
TDFTipoCombustible1 <- table(Tipo_Combustible1)
Tabla <- as.data.frame(TDFTipoCombustible1)     # Frecuencia Absoluta
colnames(Tabla)[colnames(Tabla) == "Freq"] <- "ni"
fo_norm <- Tabla$ni/sum(Tabla$ni)        # Frecuencia Relativa
fo<- fo_norm*100
sum(fo)
## [1] 100
Tabla <- data.frame(Tabla, fo)
total_ni <- sum(Tabla$ni)          # Agregar fila de totales
total_fo <- sum(Tabla$fo)
fila_total <- data.frame(Tipo_Combustible1 = "Total", ni = total_ni, fo = total_fo)
Tabla <- rbind(Tabla, fila_total)
Tabla
##   Tipo_Combustible1    ni          fo
## 1            Diesel  1014   2.6605095
## 2       Electricity   133   0.3489623
## 3 Midgrade Gasoline    77   0.2020308
## 4       Natural Gas    60   0.1574266
## 5  Premium Gasoline 10298  27.0196521
## 6  Regular Gasoline 26531  69.6114187
## 7             Total 38113 100.0000000

Gráficas:

#Ajustar márgenes
par(mar = c(8, 4, 3, 2))
#Frecuencia Absoluta
barplot(TDFTipoCombustible1,
        main = "Gráfica No.29: 
        Distribución Tipo de Combustible 1",
        xlab = "",
        ylab = "Frecuencia",
        col = "brown",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(TDFTipoCombustible1) * 1.2),
        border = "black")
mtext("Tipo de Combustible 1", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(TDFTipoCombustible1), n = 5), col = "gray85", lty = "dotted")

#Frecuencia Relativa
porcentajes <- TDFTipoCombustible1 / sum(TDFTipoCombustible1) * 100
par(mar = c(8, 4, 3, 2)) 
barplot(porcentajes,
        main = "Gráfica No.30: 
        Distribución Porcentual Tipo de Combustible 1",
        xlab = "",
        ylab = "Porcentaje",
        col = "brown",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, 100),
        border = "black")
mtext("Tipo de Combustible 1", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(porcentajes), n = 5), col = "gray85", lty = "dotted")

Se crea un vector de probabilidades (frecuencia relativa):

Tabla_combustible1 <- Tabla[Tabla$Tipo_Combustible1 != "Total", ]
# Crear el vector de probabilidades (frecuencia relativa)
P_Combustible1 <- Tabla_combustible1$ni / sum(Tabla_combustible1$ni)
nombres_combustible1 <- Tabla_combustible1$Tipo_Combustible1
# Gráfico de barras: Distribución de probabilidad del segundo tipo de combustible
barplot(P_Combustible1,
        main = "Gráfica Nº31: 
        Distribución de Probabilidad de Tipo de Combustible 1",
        xlab = "Tipo de Combustible 1", ylab = "Probabilidad",
        col = "skyblue",
        names.arg = nombres_combustible1,
        las = 3,
        cex.names = 0.8)

Calcular probabilidad (en porcentaje)

¿Cuál es la probabilidad de que un vehículo tenga como segundo tipo de combustible Premium?

combustible1_objetivo <- "Premium Gasoline"
probabilidad_electric <- round(
  (Tabla$ni[Tabla$Tipo_Combustible1 == combustible1_objetivo] /
     sum(Tabla$ni[Tabla$Tipo_Combustible1 != "Total"])) * 100,
  1
)
print(paste("La probabilidad es de:", probabilidad_electric, "%"))
## [1] "La probabilidad es de: 27 %"

12 Fuel Type 2

Tabla de distribución de frecuencias

Tipo_Combustible2 <- datos$Fuel.Type.2
Tipo_Combustible2 <- Tipo_Combustible2[!is.na(Tipo_Combustible2) & Tipo_Combustible2 != ""]
TDFTipoCombustible2 <- table(Tipo_Combustible2)
Tabla <- as.data.frame(TDFTipoCombustible2)     # Frecuencia Absoluta
colnames(Tabla)[colnames(Tabla) == "Freq"] <- "ni"
fo_norm <- Tabla$ni/sum(Tabla$ni)        # Frecuencia Relativa
fo<- fo_norm*100
sum(fo)
## [1] 100
Tabla <- data.frame(Tabla, fo)
total_ni <- sum(Tabla$ni)          # Agregar fila de totales
total_fo <- sum(Tabla$fo)
fila_total <- data.frame(Tipo_Combustible2 = "Total", ni = total_ni, fo = total_fo)
Tabla <- rbind(Tabla, fila_total)
Tabla
##   Tipo_Combustible2   ni          fo
## 1               E85 1345  93.5326843
## 2       Electricity   65   4.5201669
## 3       Natural Gas   20   1.3908206
## 4           Propane    8   0.5563282
## 5             Total 1438 100.0000000

Gráficas:

#Ajustar márgenes
par(mar = c(8, 4, 3, 2))
#Frecuencia Absoluta
barplot(TDFTipoCombustible2,
        main = "Gráfica No.32: 
        Distribución Tipo de Combustible 2",
        xlab = "",
        ylab = "Frecuencia",
        col = "#EEDFCC",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(TDFTipoCombustible2) * 1.2),
        border = "black")
mtext("Tipo de Combustible 2", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(TDFTipoCombustible2), n = 5), col = "gray85", lty = "dotted")

#Frecuencia Relativa
porcentajes <- TDFTipoCombustible2 / sum(TDFTipoCombustible2) * 100
par(mar = c(8, 4, 3, 2)) 
barplot(porcentajes,
        main = "Gráfica No.33: 
        Distribución Porcentual Tipo de Combustible 2",
        xlab = "",
        ylab = "Porcentaje",
        col = "#EEDFCC",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, 100),
        border = "black")
mtext("Tipo de Combustible 2", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(porcentajes), n = 5), col = "gray85", lty = "dotted")

Se crea un vector de probabilidades (frecuencia relativa):

Tabla_comb2 <- Tabla[Tabla$Tipo_Combustible2 != "Total", ]
# Vector de probabilidades (frecuencia relativa normalizada)
P_Comb2 <- Tabla_comb2$ni / sum(Tabla_comb2$ni)
nombres_comb2 <- Tabla_comb2$Tipo_Combustible2
# Gráfico de barras de distribución de probabilidad
barplot(P_Comb2,
        main = "Gráfica Nº34: 
        Distribución de Probabilidad Tipo de Combustible 2",
        xlab = "Tipo de Combustible 2", ylab = "Probabilidad",
        col = "#EEDFCC",
        names.arg = nombres_comb2,
        las = 3,
        cex.names = 0.8)

Calcular probabilidad (en porcentaje)

¿Cuál es la probabilidad de que un vehículo tenga como segundo tipo de combustible E85?

valor_objetivo <- "E85"
# Calcular probabilidad
prob_comb2 <- round(
  (Tabla$ni[Tabla$Tipo_Combustible2 == valor_objetivo] /
     sum(Tabla$ni[Tabla$Tipo_Combustible2 != "Total"])) * 100,
  1
)
print(paste("La probabilidad es de:", prob_comb2, "%"))
## [1] "La probabilidad es de: 93.5 %"

13 Fuel Economy Score

Tabla de distribución de frecuencias

Puntuacion_Combustible <- datos$Fuel.Economy.Score
Puntuacion_Combustible <- Puntuacion_Combustible[!is.na(Puntuacion_Combustible) & Puntuacion_Combustible != "" & Puntuacion_Combustible != -1]
TDFPuntuacionCombustible <- table(Puntuacion_Combustible)
Tabla <- as.data.frame(TDFPuntuacionCombustible)     # Frecuencia Absoluta
colnames(Tabla)[colnames(Tabla) == "Freq"] <- "ni"
fo_norm <- Tabla$ni/sum(Tabla$ni)        # Frecuencia Relativa
fo<- fo_norm*100
sum(fo)
## [1] 100
Tabla <- data.frame(Tabla, fo)
total_ni <- sum(Tabla$ni)          # Agregar fila de totales
total_fo <- sum(Tabla$fo)
fila_total <- data.frame(Puntuacion_Combustible = "Total", ni = total_ni, fo = total_fo)
Tabla <- rbind(Tabla, fila_total)
Tabla
##    Puntuacion_Combustible   ni         fo
## 1                       1  130   2.124183
## 2                       2  294   4.803922
## 3                       3  514   8.398693
## 4                       4 1139  18.611111
## 5                       5 1555  25.408497
## 6                       6  958  15.653595
## 7                       7  809  13.218954
## 8                       8  458   7.483660
## 9                       9   95   1.552288
## 10                     10  168   2.745098
## 11                  Total 6120 100.000000

Gráficas:

#Ajustar márgenes
par(mar = c(8, 4, 3, 2))
#Frecuencia Absoluta
barplot(TDFPuntuacionCombustible,
        main = "Gráfica No.35: 
        Distribución Puntuación Económica del Combustible",
        xlab = "",
        ylab = "Frecuencia",
        col = "#76EEC6",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(TDFPuntuacionCombustible) * 1.2),
        border = "black")
mtext("Puntuación", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(TDFPuntuacionCombustible), n = 5), col = "gray85", lty = "dotted")

#Frecuencia Relativa
porcentajes <- TDFPuntuacionCombustible / sum(TDFPuntuacionCombustible) * 100
par(mar = c(8, 4, 3, 2)) 
barplot(porcentajes,
        main = "Gráfica No.36: 
        Distribución Porcentual 
        Puntuación Económica del Combustible",
        xlab = "",
        ylab = "Porcentaje",
        col = "#76EEC6",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, 100),
        border = "black")
mtext("Puntuación", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(porcentajes), n = 5), col = "gray85", lty = "dotted")

Se crea un vector de probabilidades (frecuencia relativa):

Tabla_puntuacion <- Tabla[Tabla$Puntuacion_Combustible != "Total", ]
# Crear el vector de probabilidades (frecuencia relativa)
P_Puntuacion <- Tabla_puntuacion$ni / sum(Tabla_puntuacion$ni)
nombres_puntuacion <- Tabla_puntuacion$Puntuacion_Combustible
# Gráfico de barras: Distribución de probabilidad de puntuación de economía de combustible
barplot(P_Puntuacion,
        main = "Gráfica Nº37: 
        Distribución de Probabilidad de Puntuación Económica de Combustible",
        xlab = "Puntuación", ylab = "Probabilidad",
        col = "#76EEC6",
        names.arg = nombres_puntuacion,
        las = 3,
        cex.names = 0.8)

Calcular probabilidad (en porcentaje)

¿Cuál es la probabilidad de que un vehículo tenga una puntuación de 5?

puntuacion_objetivo <- 5 
probabilidad_7 <- round(
  (Tabla$ni[Tabla$Puntuacion_Combustible == puntuacion_objetivo] /
     sum(Tabla$ni[Tabla$Puntuacion_Combustible != "Total"])) * 100,
  1
)
print(paste("La probabilidad es de:", probabilidad_7, "%"))
## [1] "La probabilidad es de: 25.4 %"

14 My MPG Data

Tabla de distribución de frecuencias

Mis_Datos <- datos$My.MPG.Data
TDFMisDatos <- table(Mis_Datos)
Tabla <- as.data.frame(TDFMisDatos)     # Frecuencia Absoluta
colnames(Tabla)[colnames(Tabla) == "Freq"] <- "ni"
fo_norm <- Tabla$ni/sum(Tabla$ni)        # Frecuencia Relativa
fo<- fo_norm*100
sum(fo)
## [1] 100
Tabla <- data.frame(Tabla, fo)
total_ni <- sum(Tabla$ni)          # Agregar fila de totales
total_fo <- sum(Tabla$fo)
fila_total <- data.frame(Mis_Datos = "Total", ni = total_ni, fo = total_fo)
Tabla <- rbind(Tabla, fila_total)
Tabla
##   Mis_Datos    ni        fo
## 1         N 25552  67.04274
## 2         Y 12561  32.95726
## 3     Total 38113 100.00000

Gráficas:

#Ajustar márgenes
par(mar = c(8, 4, 3, 2))
#Frecuencia Absoluta
barplot(TDFMisDatos,
        main = "Gráfica No.38: 
        Distribución de Mis Datos(N/Y)",
        xlab = "",
        ylab = "Frecuencia",
        col = "white",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(TDFMisDatos) * 1.2),
        border = "black")
mtext("", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(TDFMisDatos), n = 5), col = "gray85", lty = "dotted")

#Frecuencia Relativa
porcentajes <- TDFMisDatos / sum(TDFMisDatos) * 100
par(mar = c(8, 4, 3, 2)) 
barplot(porcentajes,
        main = "Gráfica No.39: 
        Distribución Porcentual de Mis Datos(N/Y)",
        xlab = "",
        ylab = "Porcentaje",
        col = "white",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, 100),
        border = "black")
mtext("", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(porcentajes), n = 5), col = "gray85", lty = "dotted")

Se crea un vector de probabilidades (frecuencia relativa):

Tabla_mis_datos <- Tabla[Tabla$Mis_Datos != "Total", ]
# Crear el vector de probabilidades (frecuencia relativa)
P_MisDatos <- Tabla_mis_datos$ni / sum(Tabla_mis_datos$ni)
nombres_mis_datos <- Tabla_mis_datos$Mis_Datos
# Gráfico de barras: Distribución de probabilidad de My.MPG.Data
barplot(P_MisDatos,
        main = "Gráfica Nº39: Distribución de Probabilidad de Mis Datos (N/Y)",
        xlab = "Respuesta", ylab = "Probabilidad",
        col = "white",
        names.arg = nombres_mis_datos,
        las = 3,
        cex.names = 0.8)

Calcular probabilidad (en porcentaje)

¿Cuál es la probabilidad de que un vehículo tenga asignado “Y” (Yes)?

respuesta_objetivo <- "Y"
probabilidad_Y <- round(
  (Tabla$ni[Tabla$Mis_Datos == respuesta_objetivo] /
     sum(Tabla$ni[Tabla$Mis_Datos != "Total"])) * 100,
  1
)
print(paste("La probabilidad es de:", probabilidad_Y, "%"))
## [1] "La probabilidad es de: 33 %"

15 Start Stop Technology

Tabla de distribución de frecuencias

Tecnologia_Vehiculo <- datos$Start.Stop.Technology
Tecnologia_Vehiculo <- Tecnologia_Vehiculo[!is.na(Tecnologia_Vehiculo) & Tecnologia_Vehiculo != ""]
TDFTecnologiaVehiculo <- table(Tecnologia_Vehiculo)
Tabla <- as.data.frame(TDFTecnologiaVehiculo)     # Frecuencia Absoluta
colnames(Tabla)[colnames(Tabla) == "Freq"] <- "ni"
fo_norm <- Tabla$ni/sum(Tabla$ni)        # Frecuencia Relativa
fo<- fo_norm*100
sum(fo)
## [1] 100
Tabla <- data.frame(Tabla, fo)
total_ni <- sum(Tabla$ni)          # Agregar fila de totales
total_fo <- sum(Tabla$fo)
fila_total <- data.frame(Tecnologia_Vehiculo = "Total", ni = total_ni, fo = total_fo)
Tabla <- rbind(Tabla, fila_total)
Tabla
##   Tecnologia_Vehiculo   ni        fo
## 1                   N 4677  72.59041
## 2                   Y 1766  27.40959
## 3               Total 6443 100.00000

Gráficas:

#Ajustar márgenes
par(mar = c(8, 4, 3, 2))
#Frecuencia Absoluta
barplot(TDFTecnologiaVehiculo,
        main = "Gráfica No.40: 
        Distribución Tecnología de Arranque/Parada",
        xlab = "",
        ylab = "Frecuencia",
        col = "cadetblue2",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(TDFTecnologiaVehiculo) * 1.2),
        border = "black")
mtext("", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(TDFTecnologiaVehiculo), n = 5), col = "gray85", lty = "dotted")

#Frecuencia Relativa
porcentajes <- TDFTecnologiaVehiculo / sum(TDFTecnologiaVehiculo) * 100
par(mar = c(8, 4, 3, 2)) 
barplot(porcentajes,
        main = "Gráfica No.41: 
        Distribución Porcentual Tecnología de Arranque/Parada",
        xlab = "",
        ylab = "Porcentaje",
        col = "cadetblue2",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, 100),
        border = "black")
mtext("", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(porcentajes), n = 5), col = "gray85", lty = "dotted")

Se crea un vector de probabilidades (frecuencia relativa):

Tabla_tecnologia <- Tabla[Tabla$Tecnologia_Vehiculo != "Total", ]
P_Tecnologia <- Tabla_tecnologia$ni / sum(Tabla_tecnologia$ni)
nombres_tecnologia <- Tabla_tecnologia$Tecnologia_Vehiculo
# Gráfico de barras: Distribución de probabilidad
barplot(P_Tecnologia,
        main = "Gráfica Nº42: 
        Distribución de Probabilidad de Tecnología Start/Stop",
        xlab = "Tecnología Start/Stop", ylab = "Probabilidad",
        col = "cadetblue2",
        names.arg = nombres_tecnologia,
        las = 3,
        cex.names = 0.8)

Calcular probabilidad (en porcentaje)

¿Cuál es la probabilidad de que un vehículo sí tenga tecnología Start/Stop?

valor_objetivo <- "N"
probabilidad_si <- round(
  (Tabla$ni[Tabla$Tecnologia_Vehiculo == valor_objetivo] /
     sum(Tabla$ni[Tabla$Tecnologia_Vehiculo != "Total"])) * 100,
  1
)
print(paste("La probabilidad es de:", probabilidad_si, "%"))
## [1] "La probabilidad es de: 72.6 %"

16 Alternative Fuel/Technology

Tabla de distribución de frecuencias

Alternativo <- datos$Alternative.Fuel.Technology
Alternativo <- Alternativo[!is.na(Alternativo) & Alternativo != ""]
TDFAlternativo <- table(Alternativo)
Tabla <- as.data.frame(TDFAlternativo)     # Frecuencia Absoluta
colnames(Tabla)[colnames(Tabla) == "Freq"] <- "ni"
fo_norm <- Tabla$ni/sum(Tabla$ni)        # Frecuencia Relativa
fo<- fo_norm*100
sum(fo)
## [1] 100
Tabla <- data.frame(Tabla, fo)
total_ni <- sum(Tabla$ni)          # Agregar fila de totales
total_fo <- sum(Tabla$fo)
fila_total <- data.frame(Alternativo = "Total", ni = total_ni, fo = total_fo)
Tabla <- rbind(Tabla, fila_total)
Tabla
##      Alternativo   ni          fo
## 1   Bifuel (CNG)   20   0.6563833
## 2   Bifuel (LPG)    8   0.2625533
## 3            CNG   50   1.6409583
## 4         Diesel  942  30.9156547
## 5             EV  133   4.3649491
## 6            FFV 1345  44.1417788
## 7         Hybrid  484  15.8844765
## 8 Plug-in Hybrid   65   2.1332458
## 9          Total 3047 100.0000000

Gráficas:

#Ajustar márgenes
par(mar = c(8, 4, 3, 2))
#Frecuencia Absoluta
barplot(TDFAlternativo,
        main = "Gráfica No.43: 
        Distribución de Combustible Alternativo",
        xlab = "",
        ylab = "Frecuencia",
        col = "#EE3B3B",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(TDFAlternativo) * 1.2),
        border = "black")
mtext("Combustible", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(TDFAlternativo), n = 5), col = "gray85", lty = "dotted")

#Frecuencia Relativa
porcentajes <- TDFAlternativo / sum(TDFAlternativo) * 100
par(mar = c(8, 4, 3, 2)) 
barplot(porcentajes,
        main = "Gráfica No.44: 
        Distribución Porcentual de Combustible Alternativo",
        xlab = "",
        ylab = "Porcentaje",
        col = "#EE3B3B",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, 100),
        border = "black")
mtext("Combustible", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(porcentajes), n = 5), col = "gray85", lty = "dotted")

Se crea un vector de probabilidades (frecuencia relativa):

Tabla_alternativo <- Tabla[Tabla$Alternativo != "Total", ]
# Vector de probabilidades (frecuencia relativa)
P_Alternativo <- Tabla_alternativo$ni / sum(Tabla_alternativo$ni)
nombres_alternativo <- Tabla_alternativo$Alternativo
# Gráfico de barras: Distribución de probabilidad
barplot(P_Alternativo,
        main = "Gráfica Nº45: 
        Distribución de Probabilidad de Tecnología de 
        Combustible Alternativo",
        xlab = "Combustible Alternativo", ylab = "Probabilidad",
        col = "#EE3B3B",
        names.arg = nombres_alternativo,
        las = 3,
        cex.names = 0.8)

Calcular probabilidad (en porcentaje)

¿Cuál es la probabilidad de que un vehículo utilice combustible alternativo FFV?

valor_objetivo <- "FFV" 
# Calcular probabilidad (en porcentaje)
probabilidad_alternativo <- round(
  (Tabla$ni[Tabla$Alternativo == valor_objetivo] /
     sum(Tabla$ni[Tabla$Alternativo != "Total"])) * 100,
  1
)
print(paste("La probabilidad es de:", probabilidad_alternativo, "%"))
## [1] "La probabilidad es de: 44.1 %"

17 Electric Motor

Tabla de distribución de frecuencias

Motor_Electrico <- datos$Electric.Motor
Motor_Electrico <- Motor_Electrico[!is.na(Motor_Electrico) & Motor_Electrico != ""]
TDFMotorElectrico <- table(Motor_Electrico)
Tabla <- as.data.frame(TDFMotorElectrico)     # Frecuencia Absoluta
colnames(Tabla)[colnames(Tabla) == "Freq"] <- "ni"
fo_norm <- Tabla$ni/sum(Tabla$ni)        # Frecuencia Relativa
fo<- fo_norm*100
sum(fo)
## [1] 100
Tabla <- data.frame(Tabla, fo)
total_ni <- sum(Tabla$ni)          # Agregar fila de totales
total_fo <- sum(Tabla$fo)
fila_total <- data.frame(Motor_Electrico = "Total", ni = total_ni, fo = total_fo)
Tabla <- rbind(Tabla, fila_total)
Tabla
##                                         Motor_Electrico  ni          fo
## 1                                           100 kW DCPM   2   0.3311258
## 2                                            101V Ni-MH  17   2.8145695
## 3                                    102kW AC Induction   2   0.3311258
## 4                                   104 kW AC Induction   1   0.1655629
## 5                                           104 kW ACPM   1   0.1655629
## 6                                           105 kW ACPM   1   0.1655629
## 7                                   107 kW AC Induction   1   0.1655629
## 8                                        107 kW AC PMSM   5   0.8278146
## 9                                                111 kW   4   0.6622517
## 10                                    111 kW 3-Phase AC   1   0.1655629
## 11                                  115 kW AC Induction   3   0.4966887
## 12                                          115V Li-Ion  13   2.1523179
## 13                                               124 kW   1   0.1655629
## 14                                  125 kW AC Induction   6   0.9933775
## 15                                                125kW   3   0.4966887
## 16                                   125kW AC Induction   1   0.1655629
## 17                                               126 kW   1   0.1655629
## 18                                    126 kW 3-Phase AC   1   0.1655629
## 19                                          126V Li-Ion  11   1.8211921
## 20                                  132 kW AC Induction   4   0.6622517
## 21                                132 kW AC Synchronous   1   0.1655629
## 22                                                132kW   1   0.1655629
## 23       140 (front) 140 (rear) (70 kW-hr battery pack)   1   0.1655629
## 24       140 (front) 140 (rear) (85 kW-hr battery pack)   1   0.1655629
## 25       140 (front) 140 (rear) (90 kW-hr battery pack)   1   0.1655629
## 26                                          144V Li-Ion  28   4.6357616
## 27                                           144V Ni-MH   6   0.9933775
## 28                                               150 kW   1   0.1655629
## 29                                          150 kW ACPM   1   0.1655629
## 30                                           158V Ni-MH   4   0.6622517
## 31                            16 and 37 kW AC Induction   1   0.1655629
## 32       164 (front) 350 (rear) (85 kW-hr battery pack)   1   0.1655629
## 33       164 (front) 350 (rear) (90 kW-hr battery pack)   1   0.1655629
## 34                                                18 kW   3   0.4966887
## 35                                   18 kW AC Induction   1   0.1655629
## 36  180 and 350 kW AC Induction (85 kW-hr battery pack)   1   0.1655629
## 37       193 (front) 193 (rear) (60 kW-hr battery pack)   4   0.6622517
## 38       193 (front) 193 (rear) (70 kW-hr battery pack)   1   0.1655629
## 39       193 (front) 193 (rear) (75 kW-hr battery pack)   4   0.6622517
## 40       193 (front) 193 (rear) (85 kW-hr battery pack)   1   0.1655629
## 41       193 (front) 193 (rear) (90 kW-hr battery pack)   3   0.4966887
## 42      193 (front) 375 (rear) (100 kW-hr battery pack)   4   0.6622517
## 43       193 (front) 375 (rear) (85 kW-hr battery pack)   1   0.1655629
## 44       193 (front) 375 (rear) (90 kW-hr battery pack)   4   0.6622517
## 45                                  2 @ 150 kw (300 kw)   1   0.1655629
## 46                                          202V Li-Ion   2   0.3311258
## 47                                           202V Ni-MH  22   3.6423841
## 48                                          207V Li-Ion   3   0.4966887
## 49                                          220V Li-Ion   4   0.6622517
## 50                                  225 kW AC Induction   2   0.3311258
## 51          225 kW AC Induction (60 kW-hr battery pack)   2   0.3311258
## 52                                 24 KW AC Synchronous   1   0.1655629
## 53                                          240V Li-Ion   5   0.8278146
## 54                                           245V Ni-MH  40   6.6225166
## 55                                          259V Li-Ion   3   0.4966887
## 56                                  260 kW AC Induction   1   0.1655629
## 57                                          260V Li-Ion   4   0.6622517
## 58                                          266V Li-Ion   4   0.6622517
## 59                                   27 KW AC Induction   1   0.1655629
## 60                                  270 kW AC Induction   1   0.1655629
## 61          270 kW AC Induction (85 kW-hr battery pack)   2   0.3311258
## 62                                          270V Li-Ion  23   3.8079470
## 63                                           275V Ni-MH   8   1.3245033
## 64                                          280V Li-Ion  14   2.3178808
## 65          285 kW AC Induction (60 kW-hr battery pack)   1   0.1655629
## 66          285 kW AC Induction (70 kW-hr battery pack)   1   0.1655629
## 67          285 kW AC Induction (75 kW-hr battery pack)   1   0.1655629
## 68          285 kW AC Induction (85 kW-hr battery pack)   1   0.1655629
## 69          285 kW AC Induction (90 kW-hr battery pack)   2   0.3311258
## 70                                           288V Ni-MH 117  19.3708609
## 71                                           30 kW DCPM   2   0.3311258
## 72                                          300V Li-Ion   2   0.3311258
## 73                                           300V Ni-MH   2   0.3311258
## 74                                           312V Ni-MH   2   0.3311258
## 75                                           330V Ni-MH  26   4.3046358
## 76                                     34 and 65kW DCPM   2   0.3311258
## 77                                          346V Li-Ion  18   2.9801325
## 78                                            36V Ni-MH   8   1.3245033
## 79                                          374V Li-Ion  11   1.8211921
## 80                              48 and 87 kW 3-Phase AC   2   0.3311258
## 81                                   49 kW DC Brushless   1   0.1655629
## 82                                           49 kW DCPM   5   0.8278146
## 83                                    49kW DC Brushless   1   0.1655629
## 84                                             50 KW DC   4   0.6622517
## 85                                          50 kW IPMSM   2   0.3311258
## 86                                           50kW IPMSM   1   0.1655629
## 87                                   52 kW AC Induction   2   0.3311258
## 88                              55 and 174kW 3-Phase AC   2   0.3311258
## 89                                           55 kW DCPM   8   1.3245033
## 90                                    56kW AC Induction   2   0.3311258
## 91                                           60 kW DCPM   1   0.1655629
## 92                                   62 KW AC Induction   1   0.1655629
## 93                           65 and 102 kW AC Induction   1   0.1655629
## 94                                                 65kW   1   0.1655629
## 95                                             67 KW AC   3   0.4966887
## 96                                  67 KW AC  Induction   2   0.3311258
## 97                                   67 KW AC Induction   2   0.3311258
## 98                                                68 kW   4   0.6622517
## 99                                           68 kW DCPM   6   0.9933775
## 100                                               70 kW   1   0.1655629
## 101                                  70 kW DC Brushless   5   0.8278146
## 102                                       75 kW AC PMSM   4   0.6622517
## 103                                          80 kW DCPM  11   1.8211921
## 104                                       81 kW AC PMSM   3   0.4966887
## 105                                  82 kW AC Induction   3   0.4966887
## 106                                         82 kW ACIPM   2   0.3311258
## 107                                  83 kW AC Induction   2   0.3311258
## 108                                           83kW DCPM   2   0.3311258
## 109                                  85 kW AC Induction   2   0.3311258
## 110                                       85 kW AC PMSM   2   0.3311258
## 111                                          85 kW DCPM   5   0.8278146
## 112                                          86V Li-Ion   8   1.3245033
## 113                                       88 kW AC PMSM   1   0.1655629
## 114                                          92 kW DCPM   2   0.3311258
## 115                       95 kW and 116 kW DC Brushless   1   0.1655629
## 116                                                96kW   3   0.4966887
## 117                                   96kW AC Induction   1   0.1655629
## 118                                     Two 444V Li-Ion   1   0.1655629
## 119                                     Two 480V Li-Ion   1   0.1655629
## 120                                               Total 604 100.0000000

Gráficas:

#Ajustar márgenes
par(mar = c(8, 4, 3, 2))
#Frecuencia Absoluta
barplot(TDFMotorElectrico,
        main = "Gráfica No.46: 
        Distribución de Motores Eléctricos",
        xlab = "",
        ylab = "Frecuencia",
        col = "#CD5B45",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(TDFMotorElectrico) * 1.2),
        border = "black")
mtext("Motores", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(TDFMotorElectrico), n = 5), col = "gray85", lty = "dotted")

#Frecuencia Relativa
porcentajes <- TDFMotorElectrico / sum(TDFMotorElectrico) * 100
par(mar = c(8, 4, 3, 2)) 
barplot(porcentajes,
        main = "Gráfica No.47: 
        Distribución Porcentual de Motores Eléctricos",
        xlab = "",
        ylab = "Porcentaje",
        col = "#CD5B45",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, 100),
        border = "black")
mtext("Motores", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(porcentajes), n = 5), col = "gray85", lty = "dotted")

Se crea un vector de probabilidades (frecuencia relativa):

Tabla_motor <- Tabla[Tabla$Motor_Electrico != "Total", ]
# Vector de probabilidades (frecuencia relativa)
P_Motor <- Tabla_motor$ni / sum(Tabla_motor$ni)
nombres_motor <- Tabla_motor$Motor_Electrico
# Gráfico de barras: Distribución de probabilidad
barplot(P_Motor,
        main = "Gráfica Nº48: Distribución de Probabilidad de Motores Eléctricos",
        xlab = "Motor Eléctrico", ylab = "Probabilidad",
        col = "#CD5B45",
        names.arg = nombres_motor,
        las = 3,
        cex.names = 0.8)

Calcular probabilidad (en porcentaje) ¿Cuál es la probabilidad de que un vehículo tenga un motor eléctrico tipo ‘288V Ni-MH’?

valor_objetivo <- "288V Ni-MH"
probabilidad_motor <- round(
  (Tabla$ni[Tabla$Motor_Electrico == valor_objetivo] /
     sum(Tabla$ni[Tabla$Motor_Electrico != "Total"])) * 100,
  1
)
print(paste("La probabilidad es de:", probabilidad_motor, "%"))
## [1] "La probabilidad es de: 19.4 %"

18 Manufacturer Code

Tabla de distribución de frecuencias

Codigo_Fabricante <- datos$Manufacturer.Code
Codigo_Fabricante <- Codigo_Fabricante[!is.na(Codigo_Fabricante) & Codigo_Fabricante != "" & Codigo_Fabricante != -1]
TDFCodigoFabricante <- table(Codigo_Fabricante)
Tabla <- as.data.frame(TDFCodigoFabricante)     # Frecuencia Absoluta
colnames(Tabla)[colnames(Tabla) == "Freq"] <- "ni"
fo_norm <- Tabla$ni/sum(Tabla$ni)        # Frecuencia Relativa
fo<- fo_norm*100
sum(fo)
## [1] 100
Tabla <- data.frame(Tabla, fo)
total_ni <- sum(Tabla$ni)          # Agregar fila de totales
total_fo <- sum(Tabla$fo)
fila_total <- data.frame(Codigo_Fabricante = "Total", ni = total_ni, fo = total_fo)
Tabla <- rbind(Tabla, fila_total)
Tabla
##    Codigo_Fabricante   ni           fo
## 1                ADX  129   1.76253587
## 2                ASX   48   0.65582730
## 3                AZD    2   0.02732614
## 4                BEX   16   0.21860910
## 5                BGT    3   0.04098921
## 6                BMX  850  11.61360842
## 7                BYD    4   0.05465227
## 8                CDA    2   0.02732614
## 9                CRX  580   7.92457986
## 10               DSX    6   0.08197841
## 11               FEX   81   1.10670857
## 12               FJX  128   1.74887280
## 13               FMX  628   8.58040716
## 14               FSK    1   0.01366307
## 15               FTG    1   0.01366307
## 16               GMX 1084  14.81076650
## 17               HNX  264   3.60705014
## 18               HYX  248   3.38844104
## 19               JCX   27   0.36890286
## 20               JLX  143   1.95381883
## 21               KMX  236   3.22448422
## 22               LRX   14   0.19128296
## 23               LTX   20   0.27326137
## 24               MAX   36   0.49187047
## 25               MBV    2   0.02732614
## 26               MBX  494   6.74955595
## 27               MLN   13   0.17761989
## 28               MTX  101   1.37996994
## 29               NLX   15   0.20494603
## 30               NSX  458   6.25768548
## 31               PGN    2   0.02732614
## 32               PRX  339   4.63178030
## 33               QTM    2   0.02732614
## 34               RII   20   0.27326137
## 35               RRG   42   0.57384889
## 36               SAX   21   0.28692444
## 37               SKR    1   0.01366307
## 38               SKX   33   0.45088127
## 39               TKX  142   1.94015576
## 40               TSL   42   0.57384889
## 41               TVP    3   0.04098921
## 42               TYX  547   7.47369859
## 43               VGA  277   3.78467004
## 44               VVX  114   1.55758983
## 45               VWX  100   1.36630687
## 46             Total 7319 100.00000000

Gráficas:

#Ajustar márgenes
par(mar = c(8, 4, 3, 2))
#Frecuencia Absoluta
barplot(TDFCodigoFabricante,
        main = "Gráfica No.49: 
        Distribución del Código de Fabricante",
        xlab = "",
        ylab = "Frecuencia",
        col = "#A2CD5A",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(TDFCodigoFabricante) * 1.2),
        border = "black")
mtext("Código", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(TDFCodigoFabricante), n = 5), col = "gray85", lty = "dotted")

#Frecuencia Relativa
porcentajes <- TDFCodigoFabricante / sum(TDFCodigoFabricante) * 100
par(mar = c(8, 4, 3, 2)) 
barplot(porcentajes,
        main = "Gráfica No.50: 
        Distribución Porcentual del Código de Fabricante",
        xlab = "",
        ylab = "Porcentaje",
        col = "#A2CD5A",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, 100),
        border = "black")
mtext("Código", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(porcentajes), n = 5), col = "gray85", lty = "dotted")

Se crea un vector de probabilidades (frecuencia relativa):

Tabla_cod <- Tabla[Tabla$Codigo_Fabricante != "Total", ]
# Vector de probabilidades
P_Codigo <- Tabla_cod$ni / sum(Tabla_cod$ni)
nombres_cod <- Tabla_cod$Codigo_Fabricante
# Gráfico de barras: Distribución de probabilidad
barplot(P_Codigo,
        main = "Gráfica No.51: 
        Distribución de Probabilidad del Código de Fabricante",
        xlab = "Código", ylab = "Probabilidad",
        col = "#A2CD5A",
        names.arg = nombres_cod,
        las = 3,
        cex.names = 0.8)

Calcular probabilidad (en porcentaje)

¿Cuál es la probabilidad de que un vehículo tenga el código de fabricante “BMX”?

valor_objetivo <- "BMX"
probabilidad_cod <- round(
  (Tabla$ni[Tabla$Codigo_Fabricante == valor_objetivo] /
     sum(Tabla$ni[Tabla$Codigo_Fabricante != "Total"])) * 100,
  1
)
print(paste("La probabilidad es de:", probabilidad_cod, "%"))
## [1] "La probabilidad es de: 11.6 %"

19 Gasoline/Electricity Blended (CD)

Tabla de distribución de frecuencias

Mezcla <- datos$Gasoline.Electricity.Blended..CD.
TDFMezcla <- table(Mezcla)
Tabla <- as.data.frame(TDFMezcla)     # Frecuencia Absoluta
colnames(Tabla)[colnames(Tabla) == "Freq"] <- "ni"
fo_norm <- Tabla$ni/sum(Tabla$ni)        # Frecuencia Relativa
fo<- fo_norm*100
sum(fo)
## [1] 100
Tabla <- data.frame(Tabla, fo)
total_ni <- sum(Tabla$ni)          # Agregar fila de totales
total_fo <- sum(Tabla$fo)
fila_total <- data.frame(Mezcla = "Total", ni = total_ni, fo = total_fo)
Tabla <- rbind(Tabla, fila_total)
Tabla
##   Mezcla    ni          fo
## 1  False 38068  99.8819301
## 2   True    45   0.1180699
## 3  Total 38113 100.0000000

Gráficas:

#Ajustar márgenes
par(mar = c(8, 4, 3, 2))
#Frecuencia Absoluta
barplot(TDFMezcla,
        main = "Gráfica No.52: 
        Distribución de la 
        Mezcla Combinada entre Gasolina y Electricidad",
        xlab = "",
        ylab = "Frecuencia",
        col = "deeppink4",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(TDFMezcla) * 1.2),
        border = "black")
mtext("", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(TDFMezcla), n = 5), col = "gray85", lty = "dotted")

#Frecuencia Relativa
porcentajes <- TDFMezcla / sum(TDFMezcla) * 100
par(mar = c(8, 4, 3, 2)) 
barplot(porcentajes,
        main = "Gráfica No.53: 
        Distribución Porcentual de la 
        Mezcla Combinada entre Gasolina y Electricidad",
        xlab = "",
        ylab = "Porcentaje",
        col = "deeppink4",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, 100),
        border = "black")
mtext("", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(porcentajes), n = 5), col = "gray85", lty = "dotted")

Se crea un vector de probabilidades (frecuencia relativa):

Tabla_mezcla <- Tabla[Tabla$Mezcla != "Total", ]
P_Mezcla <- Tabla_mezcla$ni / sum(Tabla_mezcla$ni)
nombres_mezcla <- Tabla_mezcla$Mezcla
# Gráfico de barras de distribución de probabilidad
barplot(P_Mezcla,
        main = "Gráfica No.54: 
        Distribución de Probabilidad de la Mezcla Combinada",
        xlab = "Tipo de Mezcla",
        ylab = "Probabilidad",
        col = "deeppink4",
        names.arg = nombres_mezcla,
        las = 3,
        cex.names = 0.8)

Calcular probabilidad (en porcentaje)

¿Cuál es la probabilidad de que de que no se realice una mezcla combinada?

valor_objetivo <- "True"
probabilidad_objetivo <- round(
  (Tabla$ni[Tabla$Mezcla == valor_objetivo] /
     sum(Tabla$ni[Tabla$Mezcla != "Total"])) * 100,
  1
)
print(paste("La probabilidad de que la mezcla sea", valor_objetivo, "es de:", probabilidad_objetivo, "%"))
## [1] "La probabilidad de que la mezcla sea True es de: 0.1 %"

20 Vehicle Charger

Tabla de distribución de frecuencias

Cargador_Vehiculo <- datos$Vehicle.Charger
Cargador_Vehiculo <- Cargador_Vehiculo[!is.na(Cargador_Vehiculo) & Cargador_Vehiculo != "" & Cargador_Vehiculo != -1]
TDFCargadorVehiculo <- table(Cargador_Vehiculo)
Tabla <- as.data.frame(TDFCargadorVehiculo)     # Frecuencia Absoluta
colnames(Tabla)[colnames(Tabla) == "Freq"] <- "ni"
fo_norm <- Tabla$ni/sum(Tabla$ni)        # Frecuencia Relativa
fo<- fo_norm*100
sum(fo)
## [1] 100
Tabla <- data.frame(Tabla, fo)
total_ni <- sum(Tabla$ni)          # Agregar fila de totales
total_fo <- sum(Tabla$fo)
fila_total <- data.frame(Cargador_Vehiculo = "Total", ni = total_ni, fo = total_fo)
Tabla <- rbind(Tabla, fila_total)
Tabla
##   Cargador_Vehiculo ni         fo
## 1    3.6 kW charger  4   8.333333
## 2    6.6 kW charger  2   4.166667
## 3    7.2 kW charger  1   2.083333
## 4    single charger  3   6.250000
## 5  standard charger 38  79.166667
## 6             Total 48 100.000000

Gráficas:

#Ajustar márgenes
par(mar = c(8, 4, 3, 2))
#Frecuencia Absoluta
barplot(TDFCargadorVehiculo,
        main = "Gráfica No.55: 
        Distribución de la Disponibilidad de cargador",
        xlab = "",
        ylab = "Frecuencia",
        col = "#FFD700",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(TDFCargadorVehiculo) * 1.2),
        border = "black")
mtext("Cargador Vehículo", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(TDFCargadorVehiculo), n = 5), col = "gray85", lty = "dotted")

#Frecuencia Relativa
porcentajes <- TDFCargadorVehiculo / sum(TDFCargadorVehiculo) * 100
par(mar = c(8, 4, 3, 2)) 
barplot(porcentajes,
        main = "Gráfica No.56: 
        Distribución Porcentual de la Disponibilidad de cargador",
        xlab = "",
        ylab = "Porcentaje",
        col = "#FFD700",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, 100),
        border = "black")
mtext("Cargador Vehículo", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(porcentajes), n = 5), col = "gray85", lty = "dotted")

Se crea un vector de probabilidades (frecuencia relativa):

Tabla_cargador <- Tabla[Tabla$Cargador_Vehiculo != "Total", ]
# Cálculo de la distribución de probabilidad
P_Cargador <- Tabla_cargador$ni / sum(Tabla_cargador$ni)
nombres_cargador <- Tabla_cargador$Cargador_Vehiculo
# Gráfico de barras
barplot(P_Cargador,
        main = "Gráfica No.57:
        Distribución de Probabilidad del Tipo de Cargador",
        xlab = "Disponibilidad de Cargador",
        ylab = "Probabilidad",
        col = "#FFD700",
        names.arg = nombres_cargador,
        las = 3,
        cex.names = 0.8)

Calcular probabilidad (en porcentaje)

¿Cuál es la probabilidad de que haya cargador standard?

valor_objetivo <- "standard charger"
probabilidad_objetivo <- round(
  (Tabla$ni[Tabla$Cargador_Vehiculo == valor_objetivo] /
     sum(Tabla$ni[Tabla$Cargador_Vehiculo != "Total"])) * 100,
  1
)
print(paste("La probabilidad de que el cargador sea", valor_objetivo, "es de:", probabilidad_objetivo, "%"))
## [1] "La probabilidad de que el cargador sea standard charger es de: 79.2 %"

21 Alternate Charger

Tabla de distribución de frecuencias

Cargador_Alternativo <- datos$Alternate.Charger
Cargador_Alternativo <- Cargador_Alternativo[!is.na(Cargador_Alternativo) & Cargador_Alternativo != "" & Cargador_Alternativo != -1]
TDFCargadorAlternativo <- table(Cargador_Alternativo)
Tabla <- as.data.frame(TDFCargadorAlternativo)     # Frecuencia Absoluta
colnames(Tabla)[colnames(Tabla) == "Freq"] <- "ni"
fo_norm <- Tabla$ni/sum(Tabla$ni)        # Frecuencia Relativa
fo<- fo_norm*100
sum(fo)
## [1] 100
Tabla <- data.frame(Tabla, fo)
total_ni <- sum(Tabla$ni)          # Agregar fila de totales
total_fo <- sum(Tabla$fo)
fila_total <- data.frame(Cargador_Alternativo = "Total", ni = total_ni, fo = total_fo)
Tabla <- rbind(Tabla, fila_total)
Tabla
##   Cargador_Alternativo ni         fo
## 1       3.6 kW charger  1   2.173913
## 2       6.6 kW charger  4   8.695652
## 3  80 amp dual charger 38  82.608696
## 4         dual charger  3   6.521739
## 5                Total 46 100.000000

Gráficas:

#Ajustar márgenes
par(mar = c(8, 4, 3, 2))
#Frecuencia Absoluta
barplot(TDFCargadorAlternativo,
        main = "Gráfica No.58: 
        Distribución del Cargador Alternativo",
        xlab = "",
        ylab = "Frecuencia",
        col = "lavenderblush2",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, max(TDFCargadorAlternativo) * 1.2),
        border = "black")
mtext("Cargador Vehículo", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(TDFCargadorAlternativo), n = 5), col = "gray85", lty = "dotted")

#Frecuencia Relativa
porcentajes <- TDFCargadorAlternativo / sum(TDFCargadorAlternativo) * 100
par(mar = c(8, 4, 3, 2)) 
barplot(porcentajes,
        main = "Gráfica No.59: 
        Distribución Porcentual del Cargador Alternativo",
        xlab = "",
        ylab = "Porcentaje",
        col = "lavenderblush2",
        las = 3, 
        cex.names = 0.8,
        cex.axis = 0.9,
        cex.main = 1.2,
        ylim = c(0, 100),
        border = "black")
mtext("Cargador Vehículo", side = 1, line = 4, cex = 1.1)
abline(h = pretty(range(porcentajes), n = 5), col = "gray85", lty = "dotted")

Se crea un vector de probabilidades (frecuencia relativa):

Tabla_alternativo <- Tabla[Tabla$Cargador_Alternativo != "Total", ]
# Distribución de probabilidad
P_CargadorAlt <- Tabla_alternativo$ni / sum(Tabla_alternativo$ni)
nombres_cargadorAlt <- Tabla_alternativo$Cargador_Alternativo
# Gráfico de barras de probabilidad
barplot(P_CargadorAlt,
        main = "Gráfica No.60:
        Distribución de Probabilidad del Cargador Alternativo",
        xlab = "Disponibilidad Alternativa",
        ylab = "Probabilidad",
        col = "lavenderblush2",
        names.arg = nombres_cargadorAlt,
        las = 3,
        cex.names = 0.8)

Calcular probabilidad (en porcentaje)

¿Cuál es la probabilidad de que haya cargador alternativo dual charger?

valor_objetivo <- "dual charger"
probabilidad_objetivo <- round(
  (Tabla$ni[Tabla$Cargador_Alternativo == valor_objetivo] /
     sum(Tabla$ni[Tabla$Cargador_Alternativo != "Total"])) * 100,
  1
)

print(paste("La probabilidad de que el cargador alternativo sea", valor_objetivo, "es de:", probabilidad_objetivo, "%"))
## [1] "La probabilidad de que el cargador alternativo sea dual charger es de: 6.5 %"