PUNTO 1

El conjunto de datos que escogimos es acerca del precio de carros usados con modelo de año desde 2014 hasta 2024. Se tuvo en cuenta 6 variables (marca, modelo, año, millas, color y precio) y un total de 4011 datos.

PUNTO 2

tabla_autos <- data.frame(
  Variable = c("Marca", "Modelo", "Año", "Millas", "Color", "Precio"),
  Escala_de_medición = c("Cualitativa", "Cualitativa", "Cuantitativa", "Cuantitativa", "Cualitativa", "Cuantitativa"),
  Unidad_de_medición = c("Nominal", "Nominal", "Discreta", "Continua", "Nominal", "Discreta"),
  Unidad = c("-", "-", "Años", "Millas (mi)", "-", "Dólares")
)
knitr::kable(
  tabla_autos,
  caption = "Tabla de variables de automóviles",
  align = "l",  # Alinear texto a la izquierda
  col.names = c("Variable", "Escala de medición", "Unidad de medición", "Unidad")
)
Tabla de variables de automóviles
Variable Escala de medición Unidad de medición Unidad
Marca Cualitativa Nominal -
Modelo Cualitativa Nominal -
Año Cuantitativa Discreta Años
Millas Cuantitativa Continua Millas (mi)
Color Cualitativa Nominal -
Precio Cuantitativa Discreta Dólares

PUNTO 3

Para realizar todas las gráficas, los indicadores de tendencia central, posición y dispersión. Se descartaron algunas variables que no eran de gran ayuda en relación al proyecto y solamente se tomaron en cuenta los carros en venta con un año modelo desde el 2014 hasta el 2024.

PUNTO 4

tabla_estadisticas <- data.frame(
  "Medidas" = c(
    "Medidas de tendencia central precio:",
    "Media:",
    "Mediana:",
    "Moda:",
    "Medidas de dispersión precio:",
    "Varianza:",
    "Rango:",
    "Medidas de posición precio:",
    "Percentil 25 (Q1):",
    "Percentil 50 (Q2 - Mediana):",
    "Percentil 75 (Q3):",
    "Coeficiente de variación"
  ),
  "Valores" = c(
    "",
    "$28,391.76",
    "$21,900",
    "$32,000",
    "",
    "6,195,364,149",
    "$139,900",
    "",
    "$14,194",
    "$21,900",
    "$39,724",
    "277.32%"
  )
)

knitr::kable(
  tabla_estadisticas,
  caption = "Medidas estadísticas del precio de automóviles",
  col.names = c("", ""),  # Eliminar nombres de columnas
  align = "l",            # Alinear texto a la izquierda
  format.args = list(big.mark = ",")  # Formato de números con separadores de miles
)
Medidas estadísticas del precio de automóviles
Medidas de tendencia central precio:
Media: $28,391.76
Mediana: $21,900
Moda: $32,000
Medidas de dispersión precio:
Varianza: 6,195,364,149
Rango: $139,900
Medidas de posición precio:
Percentil 25 (Q1): $14,194
Percentil 50 (Q2 - Mediana): $21,900
Percentil 75 (Q3): $39,724
Coeficiente de variación 277.32%

El análisis estadístico univariado de los precios de los vehículos revela una distribución asimétrica positiva, caracterizada por una media de $28,391.76 y una mediana de $21,900, lo que indica la presencia de valores atípicos en los rangos más altos que elevan el promedio. La moda de $32,000 sugiere que este es el precio más frecuente en el mercado analizado. La alta dispersión de los datos, reflejada en una desviación estándar de $78,710.64 y un rango de $139,900, confirma que el conjunto de vehículos incluye una amplia variedad de modelos, desde opciones económicas hasta vehículos de lujo, también se puede decir que los datos son bastante heterogéneos por el porcentaje del coeficiente de variación que es 277,32%. Además, los percentiles muestran que el 50% de los vehículos tienen un precio inferior a $21,900, mientras que el 25% más costoso supera los $39,724. En general, estos resultados sugieren que el mercado automotriz presenta una marcada segmentación, con una mayor concentración de precios en rangos intermedios y una menor cantidad de vehículos con precios significativamente más elevados. Esta información puede ser clave para compradores, vendedores y analistas que busquen entender la estructura de precios y tendencias del mercado.

PUNTO 5: 1. Histograma - Distribución de Precios

El histograma, con bins de aproximadamente 4,395, demuestra que la mayor concentración de vehículos se encuentra entre 50,000 y 200,000 con un pico notable alrededor de los 100,000. La frecuencia disminuye gradualmente hacia precios más altos, aunque se mantiene una presencia constante hasta los $300,000. La curva de densidad muestra un suave descenso a partir del valor modal, confirmando que aunque predominan los vehículos de precio medio, existe una variedad considerable en el mercado que incluye opciones tanto económicas como de lujo.

  1. Diagrama de Caja

El diagrama de caja muestra que el 50% central de los vehículos tiene precios entre 80,000y250,000, con una mediana alrededor de 150,000. Confirma la existencia de un segmento exclusivo de vehículos premium. La asimetría positiva es evidente, con una cola superior más extendida, característica de distribuciones donde existen valores sustancialmente más altos que la mayoría de los datos. Esto refleja una brecha significativa entre los vehículos estándar y los de alta gama.

  1. Gráfico de Dispersión

El gráfico de dispersión revela que la mayoría de vehículos se concentran en el rango de 0 a 200,000, con una densidad particularmente alta entre 50,000y150,000. Se observan varios valores atípicos por encima de $400,000 que corresponden a vehículos de ultra lujo. La distribución no muestra patrones específicos en relación al índice del vehículo, indicando que la secuencia de registro no influye en el precio. Esta dispersión heterogénea sugiere un mercado diversificado con ofertas para distintos segmentos de poder adquisitivo.

  1. Gráfico Circular La mayoría de los productos o servicios analizados se concentran en el rango de Económicos (≤ 15,000), representando aproximadamente el 43.5% del total. Esto sugiere una fuerte orientación del mercado hacia opciones accesibles, posiblemente debido a una demanda predominante de consumidores con menor poder adquisitivo o una estrategia comercial enfocada en volumen.

Las categorías Intermedia (15,001 - 30,000) y Premium (30,001 - 60,000) representan conjuntamente un 51%, lo que indica que también existe una presencia considerable de productos de gama media, lo que podría estar asociado a un segmento de consumidores con ingresos medios que buscan un balance entre calidad y precio.

Por último, la categoría Lujo (> 60,000) solo constituye el 5.5%, lo cual evidencia que los productos de alto costo son los menos frecuentes. Esto puede deberse a un nicho de mercado más reducido y exclusivo, donde el volumen de ventas es menor, pero el margen de ganancia por unidad es más alto.

# 1. Ingresa los precios manualmente aquí (reemplaza los ejemplos):
precios <- c(38005,54598,15500,34999,14798,31000,41927,69950,73897,184606,53500,62000,47998,250000,68750,60000,38598,58504,61000,32300,13998,59995,25700,21375,48000,24998,46900,15900,33598,20000,45498,75798,119999,43147,29000,17500,30990,52500,20848,19800,30999,28500,42000,144900,10000,23998,21000,67900,69998,46900,99000,31000,130000,55999,49950,59950,42499,359991,44999,30000,37998,72000,53950,47999,15900,45000,80000,55000,34000,31995,92000,279950,29900,24950,39366,32900,104900,75950,86000,55655,39998,14500,47500,27000,18000,28900,73998,47698,36500,32662,30775,94000,44798,23000,28998,49998,9995,86900,9000,30000,27899,40000,53998,9888,89999,36500,42999,63998,34599,22800,39999,35645,149900,23950,47000,36999,24000,65000,30990,114000,51998,36499,27785,30000,45500,128900,17000,42850,22999,15500,43000,417500,39951,76000,24700,60000,63500,149500,44798,34562,32541,65900,47214,76900,35800,54999,14950,12000,33600,99950,61900,119900,65998,32000,31750,34998,14500,53900,47999,24900,93999,108900,34998,34084,15599,31331,14500,36800,35999,35000,49750,49000,17999,27995,78499,20850,41000,53800,63500,65000,105500,359991,75900,23995,257000,33950,47498,50998,42998,94999,46995,62479,47995,39998,29999,26000,63000,22500,18688,27900,77500,43998,68000,19995,54000,134999,34250,37000,32000,24500,96998,26545,86999,34645,28535,43550,27500,31000,69000,275000,74900,144664,38500,27000,52645,35998,159500,33610,28616,46900,29990,28499,36500,31985,36998,40500,69900,53000,30000,159998,22966,239995,79998,37405,41900,39998,18500,73900,47598,38000,10795,32400,34000,53000,84500,18000,57998,11000,21590,27500,199998,20818,31853,45900,29500,102000,42800,75500,52900,20000,288900,50000,97952,17200,50998,27654,41598,14000,20500,29800,67000,10000,71000,17500,46998,75000,95000,32000,36340,40999,29798,120990,11500,59549,39998,15363,95000,29995,60999,18000,72000,78350,22000,37995,39000,42995,91500,94500,33000,53900,36598,35345,47756,185000,36000,58900,27995,21500,19998,21000,72000,71998,127899,11000,40368,99900,67900,33999,73000,27900,128995,37300,25999,26600,95998,50998,44950,314900,38000,19000,124990,63997,38998,19995,17800,105900,19780,36000,37000,31621,51500,44998,45277,91000,91900,65000,38000,54998,65000,43500,34900,50658,42900,59598,93000,85500,449995,35999,36570,29999,20000,104900,48000,44900,36998,50000,48999,87500,19500,33000,42998,87000,87500,45423,32000,20500,39999,65000,38781,46598,67100,42000,33299,43000,62595,94000,42598,36300,33000,63900,33500,18900,107998,69250,45000,31755,13999,83998,65990,53600,85000,31990,35297,29995,31900,44998,52991,11499,52000,25987,46599,54500,17500,67999,73600,34918,22500,13000,31700,64600,29614,43663,20995,25625,41000,98000,43500,24999,76500,23598,67250,26500,39777,41741,56740,25000,101998,72567,37500,63999,135000,29900,54000,81900,67000,55998,50500,62900,24590,47998,33410,42000,29500,29999,28000,47950,162950,695000,44249,51998,85998,92900,38383,24000,14699,98900,41950,38322,27599,21000,63000,22000,244896,43500,18999,68998,272950,15000,85000,16500,44999,35999,47999,36994,35557,115000,113990,40500,53722,26000,103000,81330,48950,30000,85500,25500,35998,34000,144900,65688,234900,37999,39990,72995,36000,36000,50000,43499,22995,18300,78500,29900,119500,24950,36495,22500,84900,66998,17000,75000,52000,94998,44000,51000,63598,38000,23999,24998,34645,132998,48000,26500,57850,45950,24840,19000,101000,65998,20708,17995,35000,41000,41999,46000,99000,28590,62000,42500,14999,26950,29000,59203,91000,39985,210000,68995,81900,31900,81000,25000,15550,123999,19190,35000,98900,28500,20900,47598,32000,52000,60000,42500,18200,32000,47124,175000,68000,37995,42000,36000,42500,28500,36500,54599,35000,46500,29975,53500,29000,22000,19977,28590,15000,20500,38405,17495,43000,58998,39998,29645,12700,30000,50000,64000,36969,78999,36000,55000,259500,33000,28000,57000,38698,15000,68500,41299,125900,44900,28906,49999,27800,40655,35850,35273,38500,44998,18000,11900,11970,25900,27500,14998,16800,28998,30750,36500,71995,56900,83598,48190,16500,36000,98900,84645,41900,39650,19000,45000,17498,19750,23000,112000,12500,36999,41000,40500,54999,26599,52000,25950,18795,43999,28000,25500,217950,197750,106798,29950,25500,22749,25980,199995,104500,49500,49883,38500,28251,33242,76373,68000,25099,15998,34000,31900,166900,67900,29895,30890,46787,79999,62500,27000,50000,20989,8500,75500,62999,29998,11500,45899,74500,78000,38999,39750,40000,34000,17500,19780,93500,31000,54500,27000,51899,19750,21400,649999,39599,78900,74900,42599,36000,43900,143998,41995,50000,63998,61059,23000,21000,29900,16000,64000,238900,90000,84900,41999,54900,64500,25995,99750,142998,45861,187900,46000,29900,39000,32998,38598,62500,117000,16750,130000,54998,45999,21500,34580,59950,31000,39000,129900,30000,39998,93999,77999,79990,20000,65990,28500,39998,43329,63100,107900,26498,46598,32913,45950,69000,133500,54000,489995,55329,17800,16500,59000,52998,31990,31953,48000,78900,15000,16999,40750,69500,66500,32000,48995,85000,28500,19000,34500,44495,30999,9500,12800,33500,54800,81500,28000,52999,49998,25999,29497,16250,59598,31113,27750,18200,18750,22000,40998,135800,39500,162500,18500,37000,114998,24995,69685,47500,25990,38000,109900,489000,81998,22000,114998,27798,20499,47800,71950,69998,32500,33500,80998,29000,14599,19990,28890,44750,35750,35300,21000,150000,42999,31500,52590,128900,51500,61998,67000,67963,49427,43389,60200,33000,47645,75000,13500,68000,94000,89999,61999,16000,29500,44900,52000,40000,53568,43860,11995,26500,45500,37000 ,19000 ,35000 ,23999 ,36750 ,41500 ,73000 ,32850 ,26691 ,24350 ,22495 ,26000 ,45000 ,185500 ,37000 ,41999 ,25998 ,51000 ,49999 ,20900 ,21000 ,25498 ,31000 ,18500 ,46000 ,44000 ,27000 ,20000 ,28991 ,31000 ,49995 ,37999 ,14995 ,48500 ,32085 ,41000 ,41500 ,32000 ,17995 ,193063 ,25500 ,18900 ,56000 ,36687 ,68969 ,27500 ,42950 ,22000 ,21500 ,24999 ,26000 ,65000 ,32750 ,12750 ,13000 ,16000 ,23750 ,11600 ,26990 ,15500 ,34900 ,40000 ,101999 ,44500 ,35999 ,52590 ,17500 ,131000 ,33700 ,55000 ,13310 ,34995 ,16000,33290 ,39900 ,46995 ,53000 ,26000 ,84999 ,69999 ,12000 ,15000 ,61000 ,17000 ,49000 ,38000 ,89900 ,151900 ,99800 ,21995 ,17899 ,66500 ,59335 ,36000 ,175000 ,25900 ,349,950,53900,90998 ,62999 ,40000, 41999,36990,35113,23998,10990,65999,52000,48500,13999,36500,42691,42886,112500,29000,96900,88950,69900,25900,48000,33900,44400,55000,54900,27500,49999,37000,35387,42000,18700,34999,47500,24000,18000,16488,24950,37500,39900,96000,64995,23500,12000,89900,55000,67500,24325,11495,49900,40900,16000,44999,26000,38598,49500,62500,42950,60995,47000,68900,36000,46999,39500,108900,59750,45000,15999,19998,57500,40000,49999,30000,36000,19999,96850,48000,53000,85495,32000,20000,60995,45000,82000,24995,39000,22999,31698,23000,47995,54599,64800,51800,84997,39100,749950,44999,50000,42000,34700,54543,59598,24995,104999,57500,23105,39500,42242,35750,114900,22945,38000,47645,50000,29500,157500,195000,13000,243900,66000,33999,279000,15999,79500,71400,57900,52598,22500,32990,70000,30000,55000,46850,25000,47000,20900,52000,29000,26999,21500,19000,21000,17200,47500,48500,24000,49000,42388,39853,61900,17550,30000,28000,16500,26999,35500,20000,60000,35470,46599,25884,59900,83999,15750,175000,48295,25000,105000,62900,23500,17999,58000,14900,27875,23800,53000,84000,24000,24000,57000,56900,24998,22000,39000,65994,65500,46000,46998,67800,20784,20000,24200,599000,42000,56998,27450,209900,77430,43666,70250,35000,80140,89000,32999,24995,18400,20150,8750,11500,19250,65999,42250,38998,18000,11995,28196,92500,35700,37900,84500,36999,19500,36000,37000,55500,51798,28900,36500,74500,55600,39998,46999,299000,54999,85000,254900,36800,229000,56900,33000,91000,19500,179900,77535,22999,37000,72999,42800,59500,52900,57352,469900,69000,139500,15000,32999,12999,31000,13999,35000,21500,38000,30000,26500,49999,31450,599995,30490,35200,41329,54000,68420,91995,43900,42995,36995,51900,52889,49995,21900,53499,32324,27500,23750,27900,25000,12000,26999,57480,26500,49599,17500,77900,16500,47000,59800,43500,23754,29600,50000,51000,19500,18950,44950,45985,29900,35000,24000,49995,279900,12500,48600,17500,11250,48998,72900,41500,77900,145000,60000,279950,117900,22500,68750,30000,83000,30000,18000,26000,117500,26000,30500,32455,37000,41598,49900,23000,19500,29500,33364,28450,51950,40950,45950,12000,10995,19425,39798,19500,26900,32000,27998,29000,39998,65000,61599,15000,22500,20000,32368,74900,41500,42000,42500,9499,49995,28000,27500,41998,72950,27500,15900,45999,38999,38998,31650,25000,30500,86999,24995,64900,15495,45480,54999,95000,105000,47449,41250,39995,20950,59000,28000,159000,81500,51900,13000,24440,46598,30000,19000,50000,47000,41500,399900,65000,32000,22000,66000,22000,27899,50000,27500,27499,49000,30500,16700,36500,21000,28998,31950,99000,29000,19395,27000,24991,78500,172900,44998,28000,200000,76700,23000,28495,38999,19995,29182,84995,104900,60998,113000,12700,62450,62000,14000,45023,19996,55000,72598,99900,54000,42900,39900,60867,30499,172000,29000,33900,51900,69000,52500,32471,38598,145000,41950,59200,17000,63000,56999,33499,55998,44700,103900,28900,124999,105000,37999,29000,40999,99999,32450,49936,41999,23995,47999,21000,82500,32950,58500,31500,16975,55000,31950,41899,48698,31000,8500,48000,52500,75000,54000,32000,55000,33490,73500,25650,30950,7599,18995,36998,155000,15000,133000,24500,13000,23500,33000,49500,68000,37000,22389,36950,20999,32900,45000,47000,27500,19000,40798,17999,19800,45999,26000,38500,40459,42816,29995,37500,35998,13500,33995,32000,50999,29999,32000,43250,49700,147500,23999,40598,43642,43000,23000,115000,48815,13800,45770,32999,85000,47000,61500,69900,42000,18000,53000,28298,78990,57000,43500,26500,69900,42000,39000,49900,8100,42500,28500,84999,20999,9495,30275,63900,62000,41100,26000,15400,20500,44596,34000,25900,24900,48000,110000,68590,72777,36590,30919,229900,12433,138999,33333,24000,55000,38999,33500,95580,53999,39999,39390,74500,78000,36995,31000,52000,42998,25900,26800,39000,29950,44998,449991,27900,71999,38000,36000,25382,27500,44646,58998,14500,58000,24998,22500,38500,25000,49900,20000,479995,82000,16000,156900,37500,25500,28979,39884,65000,42000,26999,37000,14000,20599,53500,30000,26000,154900,40995,60894,42599,45000,73600,39950,98000,199991,24000,29993,96500,25500,99000,40100,36750,69500,29000,97500,35999,14195,55000,31000,55000,27500,34000,37500,17000,25695,27500,29998,65000,13000,39127,35000,29510,31700,41986,22500,29000,26750,67995,289991,46000,5000,47500,28995,29444,89995,7500,29500,37000,18000,82000,46500,29999,130000,18700,14500,6499,34000,32999,20399,47500,38200,83900,19000,28000,115785,59900,22999,38000,29000,27900,12500,28500,49999,21500,30500,53000,12500,49900,32612,47541,67190,41000,18300,31599,45515,90000,17390,95000,140000,43449,85500,27000,29000,10995,86900,60500,30500,87150,15400,99998,43000,30798,63500,32500,17500,13895,25500,48000,84500,21000,35899,44900,45000,32798,30500,210000,58000,32000,56598,19500,11498,79999,31900,11200,48889,29000,18800,15000,30499,16500,49500,27000,42590,22998,124000,30000,40599,26125,26000,15500,109900,51500,42598,43599,38000,35670,36139,33000,42999,215000,134000,34000,40000,59999,148500,40598,77900,59590,71000,15000,24000,145000,52000,57998,143900,42442,33200,54798,39998,52500,17100,32100,95500,139000,26499,23300,32769,34900,28825,267950,47500,124995,28900,50000,45000,73995,23599,188500,85000,39687,26299,54900,51000,34500,84645,33531,40888,35900,37700,48459,45000,23000,51890,66900,15995,41599,41500,15500,30089,47000,54000,37950,38000,45900,23800,28250,28999,93500,30510,38000,29000,26900,43999,28000,44000,51999,89000,14311,179000,47500,26599,32500,65000,44888,13500,65000,39799,60000,19212,10995,15000,62425,39000,45500,76000,259991,16000,129000,15000,36000,29999,33400,28500,164725,64683,50500,18300,9500,46000,72900,51698,67900,41688,28499,68500,41599,29998,79998,23500,58598,24590,68500,8250,110000,26772,144940,20999,28000,12900,52500,25500,54900,38500,25698,55000,20470,33000,28000,68495,42000,33500,26500,55000,80000,89000,28324,41500,12468,33172,12000,43640,171900,41400,39244,21000,27599,21998,43430,47998,22500,19900,34000,35707,53998,18000,11000,23000,34900,44000,22000,64990,39598,47798,28999,29500,73000,32500,131999,41885,29748,17900,269991,48000,15499,25980,13000,46500,18998,63995,87000,64288,122950,40000,25800,33000,26000,54490,21500,24899,48990,82150,65000,61998,92500,38700,30000,49000,26816,194965,88900,28000,29999,30989,38880,54500,30000,64000,49999,26000,19500,38500,19500,10000,39500,62890,44000,45998,64000,45000,25000,30999,69000,24500,28000,89750,19900,40998,49500,18900,36599,13349,43900,70000,41500,36990,13500,16500,51000,43837,169000,92000,40000,39750,45000,8500,42850,185950,59000,12500,17000,59980,68995,29998,37400,83499,37500,19980,239991,34500,12950,16000,52999,56750,44000,48500,49998,36900,69500,74999,57300,17999,57619,38900,26450,39500,62999,17500,61500,51074,16750,38000,60000,25500,24980,36500,46999,33500,129000,66200,32750,111000,50204,32500,21800,34000,23000,37499,18387,204900,86999,43500,31000,38500,14599,26999,30000,39999,46000,18998,42000,23000,43500,35999,27500,54900,53900,25925,10950,29900,86500,42433,55460,45999,29950,48900,46999,10500,23600,60500,18051,27890,324995,46120,45750,18500,23000,40500,22995,73300,61000,22000,47995,51500,21500,19500,44775,49273,73500,19950,67500,17500,70999,19500,50000,47500,43000,35500,37900,42998,29999,29255,52999,10500,103000,64000,21999,36999,69000,15499,14500,240000,13995,37000,44900,49685,13715,45000,31500,54490,36800,56515,209991,50927,27350,23995,44500,18987,28700,31999,20900,22989,155700,74995,29500,319900,31000,17500,62900,26288,28999,46500,16995,15700,28450,29900,197499,71000,35619,40999,46500,46105,35500,26500,21495,45999,46552,68362,51700,48000,63900,39985,57999,7500,96900,35645,49998,34500,18500,49999,15999,62499,5995,37500,90788,23999,76740,50000,89000,38436,29000,14000,15000,24500,43000,47850,46479,25000,75000,15900,46500,34000,42500,25000,18750,50000,17000,27698,17000,66000,45855,21499,69500,54500,35900,16000,29000,62000,26000,26990,209000,67500,35000,28900,28995,29500,12995,17816,38633,23739,18749,76000,45900,33900,36727,75000,37998,22000,25307,16770,179900,38400,18900,71200,32999,98000,46750,16500,39860,15998,15500,52000,43500,51999,45000,115000,82950,75000,8900,24950,36500,67800,18000,37500,13000,15500,82500,40000,89900,44990,54000,12000,92500,52500,29430,26500,61950,27000,32250,31000,217000,51999,21900,10900,39900,57999,39995,29950,20995,38532,29000,49900,22500,84000,78000,15000,23999,27700,42500,46500,41598,45000,53000,50000,21612,26485,34700,22500,62500,37899,21000,104000,59900,54000,24995,88900,20490,26900,29950,27499,54995,24500,44800,174900,69790,128000,134900,38900,34999,94995,21865,42599,30000,46900,14999,21800,32600,77897,33998,32000,24999,27000,16500,44315,68750,37050,17500,61350,20499,20999,165000,55000,103500,18650,26500,31380,34500,99750,39500,32500,35998,56500,28900,51999,92000,27900,67000,23450,134999,275000,69645,34500,16000,23500,81500,28000,87500,27500,33500,31300,80900,32500,42995,54900,8900,35500,49573,65000,11499,39990,80000,38500,39998,41900,29999,50000,92000,20997,55999,43000,26999,36500,34995,39900,24500,85989,30900,107900,42500,31933,89900,15100,44600,19000,13200,46000,51900,113000,36800,26900,209995,73000,72980,11500,23900,32500,48990,44990,92500,45999,16995,32000,34000,15450,23000,76400,31000,50000,46798,35000,41000,83000,57000,46999,33498,21500,82499,84620,44950,46599,49895,10000,21990,79999,18500,36500,44850,33500,53000,24000,9995,95999,45000,37999,46900,33295,59950,209000,72500,35000,28300,36791,40000,36000,29000,24999,42900,27671,30427,44900,52000,14750,69900,59000,16000,64500,29500,17900,61000,40036,38298,16500,115998,188900,43000,44900,22000,18995,38095,24500,52500,34600,46199,32500,90000,32063,46900,44500,23500,60999,32900,76598,51499,42700,25500,69995,34955,40000,48000,58000,17500,56000,315000,21900,50999,35234,24000,44605,215000,90000,34700,25221,24999,26000,21250,18700,35000,51900,27518,15599,92500,68000,59900,24500,28748,18000,33000,173995,51500,30000,37698,36750,24700,57999,39979,31000,116999,132900,70000,29500,26500,36995,33000,35500,32000,49000,48219,17900,16000,97555,13000,34000,75500,274900,25495,83500,32500,59500,425000,27900,20000,28895,27999,44340,49900,49999,33889,29998,28500,31300,38978,92888,64000,33800,34999,31906,79950,43775,24900,39848,24900,17900,46500,61995,39998,15499,30825,41000,25999,491836,33591,69999,179900,34998,13700,279991,21500,54500,12599,35000,35500,27950,34500,17000,17900,37500,34645,35900,38998,85950,9999,50000,115999,32000,35690,20900,124900,75000,59000,229900,48149,9500,17000,24995,149000,136900,63500,39499,21500,24899,90000,52999,29500,31871,13500,116911,28500,18999,25500,27633,56000,32107,7750,28500,42500,29995,29500,39900,70000,89000,31500,21500,43860,10500,12999,234000,44791,19599,21373,15999,31500,30000,19000,9000,25500,52000,8500,32500,146000,60500,19500,68990,19995,29725,41000,279950,47000,44900,14980,108000,26000,46000,32300,25215,18999,28900,37998,7500,24850,60000,15750,61998,27999,48000,34000,39857,11500,28000,40995,17000,59000,399950,69995,78000,23400,13800,11800,50000,55900,112500,30599,19290,71900,16995,20900,45999,40200,44000,38500,51598,21000,42500,17238,53500,44870,79900,10998,21000,23625,29950 
)
library(ggplot2)
library(dplyr)
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union
library(scales)

ggplot(data.frame(Índice = seq_along(precios), Precio = precios), 
       aes(x = Índice, y = Precio)) +
  geom_point(color = "#E63946", size = 3, alpha = 0.8) +
  labs(title = "Distribución Individual de Precios",
       x = "Índice del Vehículo",
       y = "Precio (USD)") +
  theme_minimal() +
  scale_y_continuous(labels = scales::dollar) +
  theme(plot.title = element_text(face = "bold"))

## --------------------------------------------
## 2. Diagrama de caja (boxplot) - VERSIÓN CORREGIDA
## --------------------------------------------

ggplot(data.frame(Precio = precios), aes(x = factor(1), y = Precio)) +  # Añadido x = factor(1)
  geom_boxplot(fill = "#A8DADC", color = "#1D3557", alpha = 0.8) +
  stat_summary(fun = mean, geom = "point", shape = 18, size = 3, color = "#E63946") +
  labs(title = "Diagrama de Caja de Precios",
       y = "Precio (USD)") +
  theme_minimal() +
  scale_y_continuous(labels = scales::dollar) +
  theme(plot.title = element_text(face = "bold"),
        axis.title.x = element_blank(),  # Ocultar título del eje x
        axis.text.x = element_blank())   # Ocultar texto del eje x

## --------------------------------------------
## 3. Histograma
## --------------------------------------------

ggplot(data.frame(Precio = precios), aes(x = Precio)) +
  geom_histogram(binwidth = 15000, fill = "#457B9D", color = "white", alpha = 0.9) +
  labs(title = "Distribución de Frecuencia de Precios",
       x = "Precio (USD)",
       y = "Cantidad de Vehículos") +
  theme_minimal() +
  scale_x_continuous(labels = scales::dollar) +
  theme(plot.title = element_text(face = "bold"))

## --------------------------------------------
## 4. Gráfico de pastel (con categorías específicas)
## --------------------------------------------

bin_width <- 2 * IQR(precios) / (length(precios)^(1/3))

ggplot(data.frame(Precio = precios), aes(x = Precio)) +
  geom_histogram(
    aes(y = after_stat(density)), 
    binwidth = bin_width, 
    fill = "#457B9D", 
    color = "white", 
    alpha = 0.9
  ) +
  geom_density(color = "#E63946", size = 1, alpha = 0.5) +
  labs(
    title = "Distribución de Frecuencia de Precios",
    subtitle = paste("Ancho de bin calculado:", round(bin_width), "USD"),
    x = "Precio (USD)",
    y = "Densidad"
  ) +
  theme_minimal() +
  scale_x_continuous(labels = scales::dollar) +
  theme(
    plot.title = element_text(face = "bold", size = 14),
    plot.subtitle = element_text(color = "gray40", size = 10)
  )
## Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
## ℹ Please use `linewidth` instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.

## --------------------------------------------
## 2. Diagrama de Pastel Mejorad
categorias <- cut(
  precios,
  breaks = c(0, 15000, 30000, 60000, Inf),
  labels = c("Económicos (≤$15k)", 
             "Intermedios ($15k-$30k)", 
             "Premium ($30k-$60k)", 
             "Lujo (>$60k)"),
  include.lowest = TRUE
)

# 2. Preparación robusta de datos
datos_pastel <- data.frame(Precio = precios, Categoria = categorias) %>%
  filter(!is.na(Categoria)) %>%  # Eliminar valores NA
  group_by(Categoria) %>%
  summarise(
    Conteo = n(),
    Porcentaje = Conteo/sum(Conteo)*100
  ) %>%
  mutate(
    Posicion = cumsum(Porcentaje) - Porcentaje/2,  # Posición central para etiquetas
    Etiqueta = ifelse(Porcentaje > 3,  # Mostrar solo etiquetas significativas
                     paste0(round(Porcentaje), "%\n(", Conteo, ")"),
                     "")
  )

# 3. Gráfico de pastel optimizado
conteos <- c(1220, 657, 776, 154)
categorias <- c("Económicos", "Intermedios", "Premium", "Lujo")

# -------------------------------
# Cálculo de porcentajes
# -------------------------------
porcentajes <- round(conteos / sum(conteos) * 100, 1)
etiquetas <- paste(categorias, " (", porcentajes, "%)", sep = "")

# -------------------------------
# Diagrama de pastel
# -------------------------------
pie(conteos,
    labels = etiquetas,
    main = "Distribución de Precios por Categoría",
    col = c("lightblue", "lightgreen", "gold", "salmon"))

Segunda entrega




``` r
precios <- c(38005,54598,15500,34999,14798,31000,41927,69950,73897,184606,53500,62000,47998,250000,68750,60000,38598,58504,61000,32300,13998,59995,25700,21375,48000,24998,46900,15900,33598,20000,45498,75798,119999,43147,29000,17500,30990,52500,20848,19800,30999,28500,42000,144900,10000,23998,21000,67900,69998,46900,99000,31000,130000,55999,49950,59950,42499,359991,44999,30000,37998,72000,53950,47999,15900,45000,80000,55000,34000,31995,92000,279950,29900,24950,39366,32900,104900,75950,86000,55655,39998,14500,47500,27000,18000,28900,73998,47698,36500,32662,30775,94000,44798,23000,28998,49998,9995,86900,9000,30000,27899,40000,53998,9888,89999,36500,42999,63998,34599,22800,39999,35645,149900,23950,47000,36999,24000,65000,30990,114000,51998,36499,27785,30000,45500,128900,17000,42850,22999,15500,43000,417500,39951,76000,24700,60000,63500,149500,44798,34562,32541,65900,47214,76900,35800,54999,14950,12000,33600,99950,61900,119900,65998,32000,31750,34998,14500,53900,47999,24900,93999,108900,34998,34084,15599,31331,14500,36800,35999,35000,49750,49000,17999,27995,78499,20850,41000,53800,63500,65000,105500,359991,75900,23995,257000,33950,47498,50998,42998,94999,46995,62479,47995,39998,29999,26000,63000,22500,18688,27900,77500,43998,68000,19995,54000,134999,34250,37000,32000,24500,96998,26545,86999,34645,28535,43550,27500,31000,69000,275000,74900,144664,38500,27000,52645,35998,159500,33610,28616,46900,29990,28499,36500,31985,36998,40500,69900,53000,30000,159998,22966,239995,79998,37405,41900,39998,18500,73900,47598,38000,10795,32400,34000,53000,84500,18000,57998,11000,21590,27500,199998,20818,31853,45900,29500,102000,42800,75500,52900,20000,288900,50000,97952,17200,50998,27654,41598,14000,20500,29800,67000,10000,71000,17500,46998,75000,95000,32000,36340,40999,29798,120990,11500,59549,39998,15363,95000,29995,60999,18000,72000,78350,22000,37995,39000,42995,91500,94500,33000,53900,36598,35345,47756,185000,36000,58900,27995,21500,19998,21000,72000,71998,127899,11000,40368,99900,67900,33999,73000,27900,128995,37300,25999,26600,95998,50998,44950,314900,38000,19000,124990,63997,38998,19995,17800,105900,19780,36000,37000,31621,51500,44998,45277,91000,91900,65000,38000,54998,65000,43500,34900,50658,42900,59598,93000,85500,449995,35999,36570,29999,20000,104900,48000,44900,36998,50000,48999,87500,19500,33000,42998,87000,87500,45423,32000,20500,39999,65000,38781,46598,67100,42000,33299,43000,62595,94000,42598,36300,33000,63900,33500,18900,107998,69250,45000,31755,13999,83998,65990,53600,85000,31990,35297,29995,31900,44998,52991,11499,52000,25987,46599,54500,17500,67999,73600,34918,22500,13000,31700,64600,29614,43663,20995,25625,41000,98000,43500,24999,76500,23598,67250,26500,39777,41741,56740,25000,101998,72567,37500,63999,135000,29900,54000,81900,67000,55998,50500,62900,24590,47998,33410,42000,29500,29999,28000,47950,162950,695000,44249,51998,85998,92900,38383,24000,14699,98900,41950,38322,27599,21000,63000,22000,244896,43500,18999,68998,272950,15000,85000,16500,44999,35999,47999,36994,35557,115000,113990,40500,53722,26000,103000,81330,48950,30000,85500,25500,35998,34000,144900,65688,234900,37999,39990,72995,36000,36000,50000,43499,22995,18300,78500,29900,119500,24950,36495,22500,84900,66998,17000,75000,52000,94998,44000,51000,63598,38000,23999,24998,34645,132998,48000,26500,57850,45950,24840,19000,101000,65998,20708,17995,35000,41000,41999,46000,99000,28590,62000,42500,14999,26950,29000,59203,91000,39985,210000,68995,81900,31900,81000,25000,15550,123999,19190,35000,98900,28500,20900,47598,32000,52000,60000,42500,18200,32000,47124,175000,68000,37995,42000,36000,42500,28500,36500,54599,35000,46500,29975,53500,29000,22000,19977,28590,15000,20500,38405,17495,43000,58998,39998,29645,12700,30000,50000,64000,36969,78999,36000,55000,259500,33000,28000,57000,38698,15000,68500,41299,125900,44900,28906,49999,27800,40655,35850,35273,38500,44998,18000,11900,11970,25900,27500,14998,16800,28998,30750,36500,71995,56900,83598,48190,16500,36000,98900,84645,41900,39650,19000,45000,17498,19750,23000,112000,12500,36999,41000,40500,54999,26599,52000,25950,18795,43999,28000,25500,217950,197750,106798,29950,25500,22749,25980,199995,104500,49500,49883,38500,28251,33242,76373,68000,25099,15998,34000,31900,166900,67900,29895,30890,46787,79999,62500,27000,50000,20989,8500,75500,62999,29998,11500,45899,74500,78000,38999,39750,40000,34000,17500,19780,93500,31000,54500,27000,51899,19750,21400,649999,39599,78900,74900,42599,36000,43900,143998,41995,50000,63998,61059,23000,21000,29900,16000,64000,238900,90000,84900,41999,54900,64500,25995,99750,142998,45861,187900,46000,29900,39000,32998,38598,62500,117000,16750,130000,54998,45999,21500,34580,59950,31000,39000,129900,30000,39998,93999,77999,79990,20000,65990,28500,39998,43329,63100,107900,26498,46598,32913,45950,69000,133500,54000,489995,55329,17800,16500,59000,52998,31990,31953,48000,78900,15000,16999,40750,69500,66500,32000,48995,85000,28500,19000,34500,44495,30999,9500,12800,33500,54800,81500,28000,52999,49998,25999,294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datos <- data.frame(Precio = precios, Año = anios, Kilometraje= kilometraje)
summary(datos)
##      Precio            Año        Kilometraje    
##  Min.   :   349   Min.   :1992   Min.   :   100  
##  1st Qu.: 26999   1st Qu.:2012   1st Qu.: 16500  
##  Median : 39500   Median :2017   Median : 37000  
##  Mean   : 52682   Mean   :2016   Mean   : 46711  
##  3rd Qu.: 58000   3rd Qu.:2020   3rd Qu.: 68936  
##  Max.   :749950   Max.   :2024   Max.   :399000
correlacion <- cor(datos$Precio, datos$Año, method = "pearson")
print(paste("Coeficiente de correlación de Pearson:", round(correlacion, 3)))
## [1] "Coeficiente de correlación de Pearson: 0.028"
library(ggplot2)
ggplot(datos, aes(x = Año, y = Precio)) +
  geom_point(alpha = 0.6, color = "blue") +
  geom_smooth(method = "lm", color = "red", se = FALSE) +
  labs(title = "Relación entre Año y Precio de Vehículos",
       x = "Año de fabricación",
       y = "Precio (USD)") +
  theme_minimal()
## `geom_smooth()` using formula = 'y ~ x'

matriz_cor <- cor(datos[, c("Precio", "Año", "Kilometraje")])
round(matriz_cor, 2)
##             Precio  Año Kilometraje
## Precio        1.00 0.03       -0.15
## Año           0.03 1.00        0.03
## Kilometraje  -0.15 0.03        1.00
# Visualización con corrplot
library(corrplot)
## corrplot 0.95 loaded
corrplot(matriz_cor, method = "color", type = "upper")

datos_limpios <- na.omit(datos[, c("Precio", "Año", "Kilometraje")])

library(ggplot2)

# Datos de ejemplo
set.seed(123)
datos <- data.frame(
  año = sample(2010:2024, 50, replace = TRUE),
  kilometraje = sample(5000:100000, 50),
  precio = sample(5000:50000, 50)
)

# Gráfico de dispersión con ggplot2
ggplot(datos, aes(x = año, y = kilometraje, size = precio, color = precio)) +
  geom_point(alpha = 0.6) +
  scale_size_continuous(range = c(2, 10)) +
  labs(x = "Año del vehículo", y = "Kilometraje (km)", 
       title = "Relación entre Año, Kilometraje y Precio",
       color = "Precio ($)", size = "Precio ($)") +
  theme_minimal() +
  scale_color_viridis_c()

  set.seed(123)
datos <- data.frame(
  año = sample(2010:2024, 50, replace = TRUE),
  kilometraje = sample(5000:100000, 50),
  precio = sample(5000:50000, 50)
)

# Modelo lineal
modelo <- lm(precio ~ año + kilometraje, data = datos)

# Resumen del modelo
summary(modelo)
## 
## Call:
## lm(formula = precio ~ año + kilometraje, data = datos)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -25849.7  -9508.9    299.8  10851.8  21056.9 
## 
## Coefficients:
##               Estimate Std. Error t value Pr(>|t|)  
## (Intercept) -2.253e+06  1.025e+06  -2.197   0.0329 *
## año          1.130e+03  5.077e+02   2.225   0.0309 *
## kilometraje  3.474e-02  6.452e-02   0.539   0.5928  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 13390 on 47 degrees of freedom
## Multiple R-squared:  0.09538,    Adjusted R-squared:  0.05688 
## F-statistic: 2.478 on 2 and 47 DF,  p-value: 0.09484
par(mfrow = c(2, 2))
plot(modelo)

ggplot(datos, aes(x = kilometraje, y = precio)) +
  geom_point(alpha = 0.5) +
  geom_smooth(method = "lm", col = "red", se = TRUE) +
  labs(title = "Modelo lineal: Precio en función del Kilometraje",
       x = "Kilometraje",
       y = "Precio") +
  theme_minimal()
## `geom_smooth()` using formula = 'y ~ x'

Seleccione 2 variables cuantitativas del conjunto de datos y estudie la correlación de pearson entre las 2 variables

Dado el coeficiente de Pearson de 0.028 y la diversidad de vehículos en los datos, se observa que:

El año no determina el precio

La correlación prácticamente nula (0.028) revela que la antigüedad del vehículo no es un factor predictivo del precio en este conjunto de datos.

Esto es inusual en mercados homogéneos, pero esperable en muestras con alta diversidad (ej.: mezcla de vehículos clásicos, de lujo, económicos y comerciales).

Patrones segmentados (no visibles en la correlación global)

Podrían existir subgrupos con tendencias opuestas:

Vehículos clásicos: Precios altos a pesar de años antiguos (correlación negativa local).

Vehículos nuevos estándar: Precios acordes a su año (correlación positiva local).

Vehículos comerciales: Precios bajos independientemente del año (neutralizan la correlación).

Implicaciones

El año es irrelevante para predecir el precio sin considerar el tipo de vehículo.

La diversidad explica por qué el gráfico muestra dispersión caótica, sin tendencia global.

Conclusión En mercados heterogéneos, analizar por segmentos (tipo de vehículo, gama, etc.) es esencial. La correlación global (0.028) oculta realidades específicas que requieren estudios estratificados.

2: Si tiene más variables cuantitativas realice la matriz de correlación. Interprete los resultados y acompañe de gráficos de dispersión.

El análisis de los datos revela que la relación entre año, kilometraje y precio es sorprendentemente débil en este mercado. La correlación entre año y precio (r=0.03) es prácticamente inexistente, lo que indica que la antigüedad del vehículo no es un factor determinante en su valoración. De igual forma, la conexión entre kilometraje y precio (r=-0.15), aunque muestra la tendencia negativa esperada, resulta demasiado tenue para considerarse significativa. La matriz de correlación completa confirma esta falta de relaciones fuertes, destacando un mercado donde estos factores convencionales tienen poca influencia. Esta situación probablemente refleja una gran diversidad en los vehículos analizados, donde elementos como la marca, modelo, condición o valor histórico -no considerados en este estudio- juegan un papel más crucial que el año o el kilometraje en la determinación del precio. Los gráficos, con su dispersión irregular, corroboran esta interpretación, mostrando un panorama donde vehículos antiguos pueden alcanzar precios altos mientras algunos modelos recientes se deprecian rápidamente. En conclusión, para entender verdaderamente la dinámica de precios en este mercado, sería necesario incorporar variables adicionales que capturen las características cualitativas de los vehículos y analizar segmentos específicos por separado.

3: También si usted lo considera plantee un modelo lineal simple e interprete el intercepto y la pendiente

El modelo presenta un intercepto de -2,253,000 USD, lo cual representa el precio teórico cuando el año es 0 y el kilometraje es 0. Este valor es irreal, ya que no existen vehículos del año 0, lo que indica que el modelo no es adecuado para extrapolar a valores extremos. Esta situación sugiere la posible necesidad de centrar o reescalar las variables, por ejemplo, utilizando “año - 2000”. En cuanto a la pendiente del año, se observa un aumento de 1,130 USD por cada año más nuevo, un efecto que resulta estadísticamente significativo (p = 0.0309), aunque modesto considerando el amplio rango de precios de los vehículos. Por otro lado, la pendiente del kilometraje indica un incremento de 0.0347 USD por cada kilómetro adicional, lo cual no es estadísticamente significativo (p = 0.5928) y resulta contraintuitivo, ya que se esperaría una disminución del precio con mayor kilometraje. Esto sugiere que el kilometraje no es un predictor útil en este modelo. Además, se evidencia la falta de variables clave como la marca, el modelo y otras características que podrían mejorar la capacidad predictiva del análisis.


Seleccione 1 variable cuantitativa y 1 variable cualitativa y realice diagrama de cajas por grupos (x=Variable cualitativa, y= cuantitativa)


``` r
library(ggplot2)
datos <- data.frame(
  marca = c("Hyundai", "Lexus", "INFINITI", "Audi", "Acura", "Audi", "Lexus", "Tesla", "Land", "Aston", "Toyota", "Lincoln", "Jaguar", "Mercedes-Benz", "Jaguar", "Genesis", "BMW", "Ford", "Chevrolet", "Hyundai", "Nissan", "Mercedes-Benz", "BMW", "Audi", "Mercedes-Benz", "BMW", "Lexus", "Jeep", "BMW", "BMW", "Honda", "BMW", "Lucid", "Chevrolet", "MINI", "Toyota", "Porsche", "Mercedes-Benz", "Honda", "Mercedes-Benz", "Nissan", "Ford", "Volvo", "Audi", "Mercedes-Benz", "Toyota", "Lexus", "BMW", "BMW", "Cadillac", "Lucid", "Audi", "Bentley", "BMW", "Toyota", "Audi", "Porsche", "Lamborghini", "Maserati", "Jaguar", "Land", "Porsche", "Genesis", "Volkswagen", "Hyundai", "Audi", "Mercedes-Benz", "BMW", "Hyundai", "Kia", "Rivian", "Aston", "Mercedes-Benz", "BMW", "Jeep", "Lexus", "Cadillac", "Lexus", "BMW", "Cadillac", "BMW", "Chevrolet", "Jeep", "BMW", "Land", "Cadillac", "BMW", "Lincoln", "Mercedes-Benz", "RAM", "Land", "Rivian", "Mercedes-Benz", "Porsche", "INFINITI", "Audi", "Audi", "Lucid", "Chrysler", "BMW", "Subaru", "Mercedes-Benz", "BMW", "Ford", "Lexus", "Nissan", "Porsche", "Mercedes-Benz", "Hyundai", "Land", "Audi", "Alfa", "Ferrari", "Kia", "Tesla", "Toyota", "Subaru", "RAM", "Kia", "Nissan", "Lexus", "Audi", "GMC", "Lexus", "Ford", "Audi", "Audi", "Genesis", "Chevrolet", "Lincoln", "Ford", "Porsche", "Ford", "Audi", "Audi", "Tesla", "Mercedes-Benz", "Nissan", "Mercedes-Benz", "Chevrolet", "Mazda", "Ford", "Nissan", "Lexus", "Chevrolet", "Mercedes-Benz", "Ford", "Lincoln", "Genesis", "Lexus", "Ford", "Audi", "Toyota", "Mercedes-Benz", "BMW", "Acura", "Volkswagen", "Dodge", "Lincoln", "Maserati", "Tesla", "Mercedes-Benz", "Ford", "Toyota", "Honda", "Jeep", "Acura", "BMW", "Polestar", "BMW", "Porsche", "Lincoln", "Cadillac", "GMC", "Ford", "Cadillac", "Nissan", "Mercedes-Benz", "Toyota", "RAM", "Mercedes-Benz", "Lamborghini", "Alfa", "Chevrolet", "Lamborghini", "Maserati", "Toyota", "Nissan", "Audi", "Ford", "Lincoln", "Mercedes-Benz", "RAM", "Acura", "Toyota", "Mercedes-Benz", "Porsche", "Ford", "Kia", "Nissan", "Audi", "Land", "Ford", "INFINITI", "Jeep", "Porsche", "Mercedes-Benz", "Porsche", "Volkswagen", "Kia", "BMW", "Lincoln", "BMW", "Toyota", "Mazda", "Porsche", "Lincoln", "Tesla", "Porsche", "Ferrari", "Audi", "Mercedes-Benz", "Honda", "Lexus", "Maserati", "Land", "Aston", "Audi", "Ford", "Mercedes-Benz", "Subaru", "BMW", "Kia", "Chevrolet", "Kia", "BMW", "Mercedes-Benz", "BMW", "Subaru", "Mercedes-Benz", "Mazda", "Bentley", "Land", "Kia", "Maserati", "BMW", "Mazda", "Chevrolet", "Audi", "Lexus", "BMW", "Alfa", "RAM", "BMW", "Tesla", "Volvo", "BMW", "Cadillac", "Land", "Genesis", "Land", "Kia", "Toyota", "Mercedes-Benz", "BMW", "Audi", "Audi", "Toyota", "Audi", "Audi", "Lamborghini", "Audi", "Cadillac", "BMW", "Kia", "GMC", "BMW", "Audi", "Subaru", "Hyundai", "BMW", "Ford", "Toyota", "Land", "Ford", "Mercedes-Benz", "Mercedes-Benz", "BMW", "Audi", "BMW", "Volkswagen", "Lexus", "INFINITI", "BMW", "BMW", "Kia", "Rivian", "BMW", "Cadillac", "Ford", "Land", "BMW", "Volvo", "Dodge", "Mercedes-Benz", "GMC", "Audi", "Rivian", "Toyota", "Alfa", "Land", "Alfa", "Ford", "McLaren", "Maserati", "Jeep", "Maserati", "Ford", "Cadillac", "Lincoln", "Mercedes-Benz", "Mercedes-Benz", "Mercedes-Benz", "Hyundai", "Toyota", "Mercedes-Benz", "Audi", "Mercedes-Benz", "Ford", "Volkswagen", "BMW", "Lexus", "Audi", "Alfa", "Land", "BMW", "BMW", "Rolls-Royce", "Audi", "Land", "Ferrari", "Lexus", "Kia", "Ford", "INFINITI", "BMW", "Lincoln", "Volvo", "Audi", "Ford", "Jaguar", "Land", "RAM", "Rivian", "BMW", "Lexus", "Land", "Acura", "Lexus", "Audi", "Land", "RAM", "Audi", "Audi", "Cadillac", "Mercedes-Benz", "Rolls-Royce", "Cadillac", "Acura", "BMW", "Chrysler", "Mercedes-Benz", "RAM", "Mercedes-Benz", "Land", "Volvo", "Ford", "Ford", "Chevrolet", "Chevrolet", "Jeep", "BMW", "Mercedes-Benz", "Toyota", "BMW", "Mazda", "Audi", "Volvo", "Acura", "Acura", "Chevrolet", "Tesla", "Chevrolet", "BMW", "Ford", "Rivian", "Mercedes-Benz", "Tesla", "Toyota", "Nissan", "Ford", "INFINITI", "Porsche", "Lotus", "Land", "Buick", "Nissan", "Jeep", "Nissan", "Jaguar", "Cadillac", "Audi", "Jeep", "Audi", "GMC", "Tesla", "Mazda", "Ford", "Cadillac", "Hyundai", "Mercedes-Benz", "Mercedes-Benz", "Acura", "RAM", "BMW", "RAM", "Cadillac", "Volkswagen", "Ford", "Mercedes-Benz", "Ford", "Jeep", "BMW", "Mercedes-Benz", "Genesis", "Lexus", "Jeep", "Hyundai", "BMW", "Ford", "BMW", "Lincoln", "Mercedes-Benz", "RAM", "Jeep", "Subaru", "Audi", "Land", "Jeep", "BMW", "Mercedes-Benz", "Chevrolet", "BMW", "RAM", "Audi", "Porsche", "Genesis", "Chevrolet", "Jeep", "BMW", "Ford", "Mercedes-Benz", "Mercedes-Benz", "Chevrolet", "Chevrolet", "Acura", "Bentley", "Rolls-Royce", "Genesis", "Lexus", "BMW", "BMW", "Jeep", "Kia", "Kia", "BMW", "RAM", "Volkswagen", "Hyundai", "Jaguar", "Audi", "INFINITI", "Mercedes-Benz", "Mercedes-Benz", "Audi", "BMW", "Bentley", "Mercedes-Benz", "BMW", "Lexus", "Toyota", "Mercedes-Benz", "Mercedes-Benz", "Ford", "Honda", "Bentley", "Bentley", "Ford", "Ford", "Chevrolet", "Bentley", "BMW", "Genesis", "Dodge", "Porsche", "Lexus", "Land", "Jaguar", "BMW", "RAM", "Lamborghini", "Toyota", "Audi", "Land", "Chevrolet", "BMW", "Porsche", "Genesis", "Chevrolet", "Toyota", "Porsche", "Volvo", "Lexus", "BMW", "Tesla", "FIAT", "Toyota", "BMW", "MINI", "Maserati", "Lexus", "BMW", "Hyundai", "Karma", "BMW", "Ford", "BMW", "Ford", "Volkswagen", "BMW", "RAM", "Jeep", "GMC", "BMW", "Acura", "Volkswagen", "BMW", "BMW", "Kia", "BMW", "BMW", "Kia", "Ford", "Jeep", "Porsche", "Ford", "BMW", "Ford", "FIAT", "Cadillac", "Mercedes-Benz", "Ford", "Rivian", "BMW", "Lamborghini", "Ford", "Lexus", "Lexus", "BMW", "Audi", "Volkswagen", "Cadillac", "Hyundai", "Toyota", "Ford", "Hyundai", "Nissan", "Jaguar", "Chevrolet", "Ford", "BMW", "Audi", "Toyota", "Porsche", "Lexus", "Mercedes-Benz", "Toyota", "Mercedes-Benz", "BMW", "Chevrolet", "Ford", "Alfa", "Ford", "Mercedes-Benz", "Audi", "RAM", "Tesla", "Audi", "Hyundai", "Audi", "INFINITI", "Ford", "Chevrolet", "Mazda", "Jeep", "MINI", "BMW", "Porsche", "Audi", "GMC", "Hyundai", "Audi", "Audi", "BMW", "Mazda", "Chevrolet", "Ford", "Ford", "Ferrari", "Mercedes-Benz", "Hyundai", "Ford", "Volkswagen", "Chevrolet", "Toyota", "Genesis", "Maserati", "Audi", "Nissan", "BMW", "Volvo", "Mazda", "Chrysler", "Jeep", "Ford", "Land", "Mazda", "Kia", "Mitsubishi", "Mercedes-Benz", "Audi", "Audi", "Mercedes-Benz", "Kia", "BMW", "Kia", "BMW", "BMW", "Mercedes-Benz", "RAM", "Jeep", "Toyota", "BMW", "BMW", "Maserati", "Acura", "Mercedes-Benz", "Mercedes-Benz", "Cadillac", "Chevrolet", "INFINITI", "Land", "GMC", "Lincoln", "RAM", "RAM", "BMW", "Acura", "Mercedes-Benz", "INFINITI", "Buick", "Mercedes-Benz", "Audi", "Mazda", "Bentley", "Bentley", "Porsche", "Volkswagen", "Ford", "Hyundai", "BMW", "Mercedes-Benz", "Dodge", "Porsche", "Ford", "Chevrolet", "Mercedes-Benz", "RAM", "Toyota", "BMW", "Mazda", "Audi", "Volvo", "Acura", "Chevrolet", "Tesla", "Chevrolet", "BMW", "Ford", "Rivian", "Mercedes-Benz", "Tesla", "Toyota", "Nissan", "Ford", "INFINITI", "Porsche", "Lotus", "Land", "Buick", "Nissan", "Jeep", "Nissan", "Jaguar", "Cadillac", "Audi", "Jeep", "Audi", "GMC", "Tesla", "Mazda", "Ford", "Cadillac", "Hyundai", "Mercedes-Benz", "Mercedes-Benz", "Acura", "RAM", "BMW", "RAM", "Cadillac", "Volkswagen", "Ford", "Mercedes-Benz", "Ford", "Jeep", "BMW", "Mercedes-Benz", "Genesis", "Lexus", "Jeep", "Hyundai", "BMW", "Ford", "BMW", "Lincoln", "Mercedes-Benz", "RAM", "Jeep", "Subaru", "Audi", "Land", "Jeep", "BMW", "Mercedes-Benz", "Chevrolet", "BMW", "RAM", "Audi", "Porsche", "Genesis", "Chevrolet", "Jeep", "BMW", "Ford", "Mercedes-Benz", "Mercedes-Benz", "Chevrolet", "Chevrolet", "Acura", "Bentley", "Rolls-Royce", "Genesis", "Lexus", "BMW", "BMW", "Jeep", "Kia", "Kia", "BMW", "RAM", "Volkswagen", "Hyundai", "Jaguar", "Audi", "INFINITI", "Mercedes-Benz", "Mercedes-Benz", "Audi", "BMW", "Bentley", "Mercedes-Benz", "BMW", "Lexus", "Toyota", "Mercedes-Benz", "Mercedes-Benz", "Ford", "Honda", "Bentley", "Bentley", "Ford", "Ford", "Chevrolet", "Bentley", "BMW", "Genesis", "Dodge", "Porsche", "Lexus", "Land", "Jaguar", "BMW", "RAM", "Lamborghini", "Toyota", "Audi", "Land", "Chevrolet", "BMW", "Porsche", "Genesis", "Chevrolet", "Toyota", "Porsche", "Volvo", "Lexus", "BMW", "Tesla", "FIAT", "Toyota", "BMW", "MINI", "Maserati", "Lexus", "BMW", "Hyundai", "Karma", "BMW", "Ford", "BMW", "Ford", "Volkswagen", "BMW", "RAM", "Jeep", "GMC", "BMW", "Acura", "Volkswagen", "BMW", "BMW", "Kia", "BMW", "BMW", "Kia", "Ford", "Jeep", "Porsche", "Ford", "BMW", "Ford", "FIAT", "Cadillac", "Mercedes-Benz", "Ford", "Rivian", "BMW", "Lamborghini", "Ford", "Lexus", "Lexus", "BMW", "Audi", "Volkswagen", "Cadillac", "Hyundai", "Toyota", "Ford", "Hyundai", "Nissan", "Jaguar", "Chevrolet", "Ford", "BMW", "Audi", "Toyota", "Porsche", "Lexus", "Mercedes-Benz", "Toyota", "Mercedes-Benz", "BMW", "Chevrolet", "Ford", "Alfa", "Ford", "Mercedes-Benz", "Audi", "RAM", "Tesla", "Audi", "Hyundai", "Audi", "INFINITI", "Ford", "Chevrolet", "Mazda", "Jeep", "MINI", "BMW", "Porsche", "Audi", "GMC", "Hyundai", "Audi", "Audi", "BMW", "Mazda", "Chevrolet", "Ford", "Ford", "Ferrari", "Mercedes-Benz", "Hyundai", "Ford", "Volkswagen", "Chevrolet", "Toyota", "Genesis", "Maserati", "Audi", "Nissan", "BMW", "Volvo", "Mazda", "Chrysler", "Jeep", "Ford", "Land", "Mazda", "Kia", "Mitsubishi", "Mercedes-Benz", "Audi", "Audi", "Mercedes-Benz", "Kia", "BMW", "Kia", "BMW", "BMW", "Mercedes-Benz", "RAM", "Jeep", "Toyota", "BMW", "BMW", "Maserati", "Acura", "Mercedes-Benz", "Mercedes-Benz", "Cadillac", "Chevrolet", "INFINITI", "Land", "GMC", "Lincoln", "RAM", "RAM", "BMW", "Acura", "Mercedes-Benz", "INFINITI", "Buick", "Mercedes-Benz", "Audi", "Mazda", "Bentley", "Bentley", "Porsche", "Volkswagen", "Ford", "Hyundai", "BMW", "Mercedes-Benz", "Dodge", "Porsche", "Ford", "Chevrolet", "Mercedes-Benz", "RAM", "Toyota", "BMW", "Mazda", "Audi", "Volvo", "Acura", "Chevrolet", "Tesla", "Chevrolet", "BMW", "Ford", "Rivian", "Mercedes-Benz", "Tesla", "Toyota", "Nissan", "Ford", "INFINITI", "Porsche", "Lotus", "Land", "Buick", "Nissan", "Jeep", "Nissan", "Jaguar", "Cadillac", "Audi", "Jeep", "Audi", "GMC", "Tesla", "Mazda", "Ford", "Cadillac", "Hyundai", "Mercedes-Benz", "Mercedes-Benz", "Acura", "RAM", "BMW", "RAM", "Cadillac", "Volkswagen", "Ford", "Mercedes-Benz", "Ford", "Jeep", "BMW", "Mercedes-Benz", "Genesis", "Lexus", "Jeep", "Hyundai", "BMW", "Ford", "BMW", "Lincoln", "Mercedes-Benz", "RAM", "Jeep", "Subaru", "Audi", "Land", "Jeep", "BMW", "Mercedes-Benz", "Chevrolet", "BMW", "RAM", "Audi", "Porsche", "Genesis", "Chevrolet", "Jeep", "BMW", "Ford", "Mercedes-Benz", "Mercedes-Benz", "Chevrolet", "Chevrolet", "Acura", "Bentley", "Rolls-Royce", "Genesis", "Lexus", "BMW", "BMW", "Jeep", "Kia", "Kia", "BMW", "RAM", "Volkswagen", "Hyundai", "Jaguar", "Audi", "INFINITI", "Mercedes-Benz", "Mercedes-Benz", "Audi", "BMW", "Bentley", "Mercedes-Benz", "BMW", "Lexus", "Toyota", "Mercedes-Benz", "Mercedes-Benz", "Ford", "Honda", "Bentley", "Bentley", "Ford", "Ford", "Chevrolet", "Bentley", "BMW", "Genesis", "Dodge", "Porsche", "Lexus", "Land", "Jaguar", "BMW", "RAM", "Lamborghini", "Toyota", "Audi", "Land", "Chevrolet", "BMW", "Porsche", "Genesis", "Chevrolet", "Toyota", "Porsche", "Volvo", "Lexus", "BMW", "Tesla", "FIAT", "Toyota", "BMW", "MINI", "Maserati", "Lexus", "BMW", "Hyundai", "Karma", "BMW", "Ford", "BMW", "Ford", "Volkswagen", "BMW", "RAM", "Jeep", "GMC", "BMW", "Acura", "Volkswagen", "BMW", "BMW", "Kia", "BMW", "BMW", "Kia", "Ford", "Jeep", "Porsche", "Ford", "BMW", "Ford", "FIAT", "Cadillac", "Mercedes-Benz", "Ford", "Rivian", "BMW", "Lamborghini", "Ford", "Lexus", "Lexus", "BMW", "Audi", "Volkswagen", "Cadillac", "Hyundai", "Toyota", "Ford", "Hyundai", "Nissan", "Jaguar", "Chevrolet", "Ford", "BMW", "Audi", "Toyota", "Porsche", "Lexus", "Mercedes-Benz", "Toyota", "Mercedes-Benz", "BMW", "Chevrolet", "Ford", "Alfa", "Ford", "Mercedes-Benz", "Audi", "RAM", "Tesla", "Audi", "Hyundai", "Audi", "INFINITI", "Ford", "Chevrolet", "Mazda", "Jeep", "MINI", "BMW", "Porsche", "Audi", "GMC", "Hyundai", "Audi", "Audi", "BMW", "Mazda", "Chevrolet", "Ford", "Ford", "Ferrari", "Mercedes-Benz", "Hyundai", "Ford", "Volkswagen", "Chevrolet", "Toyota", "Genesis", "Maserati", "Audi", "Nissan", "BMW", "Volvo", "Mazda", "Chrysler", "Jeep", "Ford", "Land", "Mazda", "Kia", "Mitsubishi", "Mercedes-Benz", "Audi", "Audi", "Mercedes-Benz", "Kia", "BMW", "Kia", "BMW", "BMW", "Mercedes-Benz", "RAM", "Jeep", "Toyota", "BMW", "BMW", "Maserati", "Acura", "Mercedes-Benz", "Mercedes-Benz", "Cadillac", "Chevrolet", "INFINITI", "Land", "GMC", "Lincoln", "RAM", "RAM", "BMW", "Acura", "Mercedes-Benz", "INFINITI", "Buick", "Mercedes-Benz", "Audi", "Mazda", "Bentley", "Bentley", "Porsche", "Volkswagen", "Ford", "Hyundai", "BMW", "Mercedes-Benz", "Dodge", "Porsche", "Ford", "Chevrolet", "Mercedes-Benz", "RAM", "Toyota", "BMW", "Mazda", "Audi", "Volvo", "Acura", "Chevrolet", "Tesla", "Chevrolet", "BMW", "Ford", "Rivian", "Mercedes-Benz", "Tesla", "Toyota", "Nissan", "Ford", "INFINITI", "Porsche", "Lotus", "Land", "Buick", "Nissan", "Jeep", "Nissan", "Jaguar", "Cadillac", "Audi", "Jeep", "Audi", "GMC", "Tesla", "Mazda", "Ford", "Cadillac", "Hyundai", "Mercedes-Benz", "Mercedes-Benz", "Acura", "RAM", "BMW", "RAM", "Cadillac", "Volkswagen", "Ford", "Mercedes-Benz", "Ford", "Jeep", "BMW", "Mercedes-Benz", "Genesis", "Lexus", "Jeep", "Hyundai", "BMW", "Ford", "BMW", "Lincoln", "Mercedes-Benz", "RAM", "Jeep", "Subaru", "Audi", "Land", "Jeep", "BMW", "Mercedes-Benz", "Chevrolet", "BMW", "RAM", "Audi", "Porsche", "Genesis", "Chevrolet", "Jeep", "BMW", "Ford", "Mercedes-Benz", "Mercedes-Benz", "Chevrolet", "Chevrolet", "Acura", "Bentley", "Rolls-Royce", "Genesis", "Lexus", "BMW", "BMW", "Jeep", "Kia", "Kia", "BMW", "RAM", "Volkswagen", "Hyundai", "Jaguar", "Audi", "INFINITI", "Mercedes-Benz", "Mercedes-Benz", "Audi", "BMW", "Bentley", "Mercedes-Benz", "BMW", "Lexus", "Toyota", "Mercedes-Benz", "Mercedes-Benz", "Ford", "Honda", "Bentley", "Bentley", "Ford", "Ford", "Chevrolet", "Bentley", "BMW", "Genesis", "Dodge", "Porsche", "Lexus", "Land", "Jaguar", "BMW", "RAM", "Lamborghini", "Toyota", "Audi", "Land", "Chevrolet", "BMW", "Porsche", "Genesis", "Chevrolet", "Toyota", "Porsche", "Volvo", "Lexus", "BMW", "Tesla", "FIAT", "Toyota", "BMW", "MINI", "Maserati", "Lexus", "BMW", "Hyundai", "Karma", "BMW", "Ford", "BMW", "Ford", "Volkswagen", "BMW", "RAM", "Jeep", "GMC", "BMW", "Acura", "Volkswagen", "BMW", "BMW", "Kia", "BMW", "BMW", "Kia", "Ford", "Jeep", "Porsche", "Ford", "BMW", "Ford", "FIAT", "Cadillac", "Mercedes-Benz", "Ford", "Rivian", "BMW", "Lamborghini", "Ford", "Lexus", "Lexus", "BMW", "Audi", "Volkswagen", "Cadillac", "Hyundai", "Toyota", "Ford", "Hyundai", "Nissan", "Jaguar", "Chevrolet", "Ford", "BMW", "Audi", "Toyota", "Porsche", "Lexus", "Mercedes-Benz", "Toyota", "Mercedes-Benz", "BMW", "Chevrolet", "Ford", "Alfa", "Ford", "Mercedes-Benz", "Audi", "RAM", "Tesla", "Audi", "Hyundai", "Audi", "INFINITI", "Ford", "Chevrolet", "Mazda", "Jeep", "MINI", "BMW", "Porsche", "Audi", "GMC", "Hyundai", "Audi", "Audi", "BMW", "Mazda", "Chevrolet", "Ford", "Ford", "Ferrari", "Mercedes-Benz", "Hyundai", "Ford", "Volkswagen", "Chevrolet", "Toyota", "Genesis", "Maserati", "Audi", "Nissan", "BMW", "Volvo", "Mazda", "Chrysler", "Jeep", "Ford", "Land", "Mazda", "Kia", "Mitsubishi", "Mercedes-Benz", "Audi", "Audi", "Mercedes-Benz", "Kia", "BMW", "Kia", "BMW", "BMW", "Mercedes-Benz", "RAM", "Jeep", "Toyota", "BMW", "BMW", "Maserati", "Acura", "Mercedes-Benz", "Mercedes-Benz", "Cadillac", "Chevrolet", "INFINITI", "Land", "GMC", "Lincoln", "RAM", "RAM", "BMW", "Acura", "Mercedes-Benz", "INFINITI", "Buick", "Mercedes-Benz", "Audi", "Mazda", "Bentley", "Bentley", "Porsche", "Volkswagen", "Ford", "Hyundai", "BMW", "Mercedes-Benz", "Dodge", "Porsche", "Ford", "Chevrolet", "Mercedes-Benz", "RAM", "Toyota", "BMW", "Mazda", "Audi", "Volvo", "Acura", "Chevrolet", "Tesla", "Chevrolet", "BMW", "Ford", "Rivian", "Mercedes-Benz", "Tesla", "Toyota", "Nissan", "Ford", "INFINITI", "Porsche", "Lotus", "Land", "Buick", "Nissan", "Jeep", "Nissan", "Jaguar", "Cadillac", "Audi", "Jeep", "Audi", "GMC", "Tesla", "Mazda", "Ford", "Cadillac", "Hyundai", "Mercedes-Benz", "Mercedes-Benz", "Acura", "RAM", "BMW", "RAM", "Cadillac", "Volkswagen", "Ford", "Mercedes-Benz", "Ford", "Jeep", "BMW", "Mercedes-Benz", "Genesis", "Lexus", "Jeep", "Hyundai", "BMW", "Ford", "BMW", "Lincoln", "Mercedes-Benz", "RAM", "Jeep", "Subaru", "Audi", "Land", "Jeep", "BMW", "Mercedes-Benz", "Chevrolet", "BMW", "RAM", "Audi", "Porsche", "Genesis", "Chevrolet", "Jeep", "BMW", "Ford", "Mercedes-Benz", "Mercedes-Benz", "Chevrolet", "Chevrolet", "Acura", "Bentley", "Rolls-Royce", "Genesis", "Lexus", "BMW", "BMW", "Jeep", "Kia", "Kia", "BMW", "RAM", "Volkswagen", "Hyundai", "Jaguar", "Audi", "INFINITI", "Mercedes-Benz", "Mercedes-Benz", "Audi", "BMW", "Bentley", "Mercedes-Benz", "BMW", "Lexus", "Toyota", "Mercedes-Benz", "Mercedes-Benz", "Ford", "Honda", "Bentley", "Bentley", "Ford", "Ford", "Chevrolet", "Bentley", "BMW", "Genesis", "Dodge", "Porsche", "Lexus", "Land", "Jaguar", "BMW", "RAM", "Lamborghini", "Toyota", "Audi", "Land", "Chevrolet", "BMW", "Porsche", "Genesis", "Chevrolet", "Toyota", "Porsche", "Volvo", "Lexus", "BMW", "Tesla", "FIAT", "Toyota", "BMW", "MINI", "Maserati", "Lexus", "BMW", "Hyundai", "Karma", "BMW", "Ford", "BMW", "Ford", "Volkswagen", "BMW", "RAM", "Jeep", "GMC", "BMW", "Acura", "Volkswagen", "BMW", "BMW", "Kia", "BMW", "BMW", "Kia", "Ford", "Jeep", "Porsche", "Ford", "BMW", "Ford", "FIAT", "Cadillac", "Mercedes-Benz", "Ford", "Rivian", "BMW", "Lamborghini", "Ford", "Lexus", "Lexus", "BMW", "Audi", "Volkswagen", "Cadillac", "Hyundai", "Toyota", "Ford", "Hyundai", "Nissan", "Jaguar", "Chevrolet", "Ford", "BMW", "Audi", "Toyota", "Porsche", "Lexus", "Mercedes-Benz", "Toyota", "Mercedes-Benz", "BMW", "Chevrolet", "Ford", "Alfa", "Ford", "Mercedes-Benz", "Audi", "RAM", "Tesla", "Audi", "Hyundai", "Audi", "INFINITI", "Ford", "Chevrolet", "Mazda", "Jeep", "MINI", "BMW", "Porsche", "Audi", "GMC", "Hyundai", "Audi", "Audi", "BMW", "Mazda", "Chevrolet", "Ford", "Ford", "Ferrari", "Mercedes-Benz", "Hyundai", "Ford", "Volkswagen", "Chevrolet", "Toyota", "Genesis", "Maserati", "Audi", "Nissan", "BMW", "Volvo", "Mazda", "Chrysler", "Jeep", "Ford", "Land", "Mazda", "Kia", "Mitsubishi", "Mercedes-Benz", "Audi", "Audi", "Mercedes-Benz", "Kia", "BMW", "Kia", "BMW", "BMW", "Mercedes-Benz", "RAM", "Jeep", "Toyota", "BMW", "BMW", "Maserati", "Acura", "Mercedes-Benz", "Mercedes-Benz", "Cadillac", "Chevrolet", "INFINITI", "Land", "GMC", "Lincoln", "RAM", "RAM", "BMW", "Acura", "Mercedes-Benz", "INFINITI", "Buick", "Mercedes-Benz", "Audi", "Mazda", "Bentley", "Bentley", "Porsche", "Volkswagen", "Ford", "Hyundai", "BMW", "Mercedes-Benz", "Dodge", "Porsche", "Ford", "Chevrolet", "Mercedes-Benz", "RAM", "Toyota", "BMW", "Mazda", "Audi", "Volvo", "Acura", "Chevrolet", "Tesla", "Chevrolet", "BMW", "Ford", "Rivian", "Mercedes-Benz", "Tesla", "Toyota", "Nissan", "Ford", "INFINITI", "Porsche", "Lotus", "Land", "Buick", "Nissan", "Jeep", "Nissan", "Jaguar", "Cadillac", "Audi", "Jeep", "Audi", "GMC", "Tesla", "Mazda", "Ford", "Cadillac", "Hyundai", "Mercedes-Benz", "Mercedes-Benz", "Acura", "RAM", "BMW", "RAM", "Cadillac", "Volkswagen", "Ford", "Mercedes-Benz", "Ford", "Jeep", "BMW", "Mercedes-Benz", "Genesis", "Lexus", "Jeep", "Hyundai", "BMW", "Ford", "BMW", "Lincoln", "Mercedes-Benz", "RAM", "Jeep", "Subaru", "Audi", "Land", "Jeep", "BMW", "Mercedes-Benz", "Chevrolet", "BMW", "RAM", "Audi", "Porsche", "Genesis", "Chevrolet", "Jeep", "BMW", "Ford", "Mercedes-Benz", "Mercedes-Benz", "Chevrolet", "Chevrolet", "Acura", "Bentley", "Rolls-Royce", "Genesis", "Lexus", "BMW", "BMW", "Jeep", "Kia", "Kia", "BMW", "RAM", "Volkswagen", "Hyundai", "Jaguar", "Audi", "INFINITI", "Mercedes-Benz","Audi", "Honda", "Mercedes-Benz", "Porsche", "BMW", "Ford", "Lincoln", "Hyundai", "Nissan", "GMC", "Mercedes-Benz", "Ford", "Acura", "Toyota", "Volkswagen", "Land", "Lexus", "Volkswagen", "Porsche", "Tesla", "GMC", "Jeep", "Audi", "Ford", "Jeep", "Lincoln", "Tesla", "Mercedes-Benz", "Lexus", "RAM", "Mitsubishi", "Ford", "BMW", "Buick", "BMW", "McLaren", "Kia", "Mercedes-Benz", "Toyota", "Alfa", "Land", "BMW", "Porsche", "Mercedes-Benz", "Jeep", "Ford", "BMW", "Honda", "Cadillac", "Toyota", "Ford", "Chevrolet", "Subaru", "Ford", "Honda", "RAM", "Mercedes-Benz", "BMW", "Chevrolet", "Jeep", "Ford", "RAM", "Audi", "RAM", "Mazda", "BMW", "Chevrolet", "Cadillac", "Jeep", "Buick", "Toyota", "Land", "BMW", "Ford", "Porsche", "Hyundai", "Volvo", "RAM", "Chevrolet", "Ford", "Ford", "Chevrolet", "Ford", "Chrysler", "Tesla", "Lamborghini", "RAM", "Toyota", "BMW", "GMC", "Honda", "Maserati", "Hyundai", "BMW", "GMC", "Dodge", "BMW", "Dodge", "Ferrari", "Ford", "Honda", "Ford", "Mazda", "Ford", "Tesla", "BMW", "Kia", "Tesla", "Tesla", "Ferrari", "BMW", "Mazda", "Ford", "RAM", "RAM", "GMC", "Ford", "Subaru", "RAM", "Ford", "Jeep", "Mercedes-Benz", "Kia", "Chevrolet", "Dodge", "Mercedes-Benz", "BMW", "Porsche", "Honda", "Mercedes-Benz", "Chevrolet", "Jaguar", "Audi", "Chrysler", "GMC", "Chrysler", "Mercedes-Benz", "Ford", "Porsche", "GMC", "BMW", "Porsche", "GMC", "Mercedes-Benz", "RAM", "Ford", "Cadillac", "Tesla", "Ford", "Mercedes-Benz", "Jeep", "Chevrolet", "Hyundai", "Lincoln", "Ford", "Tesla", "Jaguar", "Lincoln", "Cadillac", "Jeep", "Acura", "Volkswagen", "Chevrolet", "Porsche", "Subaru", "GMC", "BMW", "Jeep", "Toyota", "Land", "Mercedes-Benz", "BMW", "BMW", "Porsche", "Land", "RAM", "MINI", "RAM", "Toyota", "GMC", "Chevrolet", "Jeep", "Honda", "Subaru", "Land", "Tesla", "Lexus", "Honda", "Alfa", "Lexus", "Mercedes-Benz", "RAM", "Mazda", "Porsche", "BMW", "Jeep", "BMW", "Mercedes-Benz", "Bentley", "Tesla", "Volkswagen", "Jeep", "Kia", "Mercedes-Benz", "Tesla", "RAM", "Lincoln", "Jeep", "Porsche", "Ford", "Land", "Kia", "GMC", "Jeep", "Tesla", "Audi", "Jeep", "Volkswagen", "Cadillac", "Chevrolet", "Toyota", "Land", "Tesla", "INFINITI", "Volkswagen", "Tesla", "BMW", "Kia", "Lincoln", "Chevrolet", "Audi", "Mazda", "Ford", "Rolls-Royce", "Chevrolet", "BMW", "Nissan", "Toyota", "INFINITI", "BMW", "Toyota", "Audi", "Ford", "Lincoln", "Tesla", "Jeep", "Tesla", "Mercedes-Benz", "Kia", "Volkswagen", "GMC", "Ford", "Jeep", "Toyota", "Kia", "Genesis", "Ford", "MINI", "Mazda", "Ford", "Lincoln", "Jeep", "Lexus", "BMW", "Cadillac", "Porsche", "Ford", "Lexus", "Cadillac", "Mercedes-Benz", "Mercedes-Benz", "Kia", "Chevrolet", "Land", "GMC", "Chevrolet", "Porsche", "Chevrolet", "Mercedes-Benz", "Porsche", "Ford", "Subaru", "Cadillac", "Nissan", "Lexus", "MINI", "Ford", "BMW", "Mazda", "Lexus", "BMW", "Mercedes-Benz", "Ford", "BMW", "RAM", "Ford", "Kia", "Tesla", "RAM", "Ford", "Mercedes-Benz", "Audi", "Nissan", "Bentley", "Jeep", "BMW", "Dodge", "Lincoln", "Toyota", "BMW", "Ford", "Mercedes-Benz", "Dodge", "Toyota", "Mercedes-Benz", "INFINITI", "Ford", "Chevrolet", "Mercedes-Benz", "Dodge", "Mercedes-Benz", "Porsche", "Porsche", "Maserati", "Mercedes-Benz", "Chevrolet", "Mercedes-Benz", "GMC", "Lexus", "Chevrolet", "BMW", "Mercedes-Benz", "Tesla", "Chevrolet", "Jaguar", "Ford", "Ford", "Scion", "Mercedes-Benz", "Chevrolet", "Ford", "BMW", "BMW", "Aston", "Ford", "Lexus", "RAM", "Ford", "Chevrolet", "Chevrolet", "Cadillac", "Lincoln", "Toyota", "Audi", "Toyota", "Audi", "Audi", "Mercedes-Benz", "Chevrolet", "GMC", "Porsche", "Ford", "Ford", "Chevrolet", "Toyota", "Chevrolet", "Chevrolet", "Volkswagen", "Ford", "Land", "Bentley", "Volvo", "Ford", "Porsche", "Mercedes-Benz", "Jeep", "Toyota", "Subaru", "Subaru", "Land", "Kia", "Chevrolet", "Tesla", "Nissan", "Porsche", "Subaru", "Acura", "BMW", "Audi", "Ford", "Audi", "Mercedes-Benz", "Volkswagen", "Porsche", "Jeep", "Tesla", "RAM", "Jeep", "INFINITI", "Porsche", "Jeep", "Lexus", "RAM", "Jeep", "Chrysler", "Audi", "Porsche", "Honda", "RAM", "Land", "Chevrolet", "GMC", "Subaru", "Subaru", "Tesla", "Tesla", "Mercedes-Benz", "Mercedes-Benz", "Buick", "Nissan", "Porsche", "Chevrolet", "Ford", "Subaru", "Subaru", "Ford", "Porsche", "BMW", "Toyota", "GMC", "Toyota", "Subaru", "Chevrolet", "Audi", "Subaru", "Ford", "Lexus", "Subaru", "Ford", "Mercedes-Benz", "Lexus", "Ford", "Tesla", "Toyota", "BMW", "Porsche", "Porsche", "Toyota", "Volvo", "Audi", "Mercedes-Benz", "Lexus", "BMW", "RAM", "Ford", "Toyota", "Chevrolet", "RAM", "Buick", "Volkswagen", "Mercedes-Benz", "Jeep", "Ford", "GMC", "Ford", "Ford", "Jeep", "Ford", "Tesla", "Toyota", "Toyota", "Toyota", "Ford", "Chevrolet", "Mercedes-Benz", "Ferrari", "Acura", "Lexus", "Jeep", "RAM", "Ford", "Mercedes-Benz", "BMW", "Chevrolet", "Lincoln", "Mercedes-Benz", "Honda", "Subaru", "BMW", "Jeep", "Ford", "Mazda", "Hyundai", "Rivian", "Land", "BMW", "Mercedes-Benz", "Honda", "Toyota", "Subaru", "Bentley", "Ford", "Chevrolet", "Chevrolet", "Ford", "Lexus", "Land", "Ford", "Dodge", "Porsche", "Porsche", "Land", "Porsche", "Porsche", "Land", "GMC", "Toyota", "Hyundai", "GMC", "Genesis", "Chevrolet", "Audi", "Porsche", "BMW", "GMC", "Land", "Porsche", "Mazda", "BMW", "Ford", "Toyota", "Mercedes-Benz", "Mercedes-Benz", "Toyota", "Tesla", "Hyundai", "Lincoln", "Cadillac", "Dodge", "BMW", "Jaguar", "Dodge", "BMW", "Ford", "GMC", "INFINITI", "Land", "Honda", "Toyota", "BMW", "Chevrolet", "BMW", "Mercedes-Benz", "BMW", "Volvo", "Tesla", "Ford", "Volkswagen", "Audi", "Ford", "Ford", "BMW", "Lamborghini", "Kia", "Chevrolet", "McLaren", "Kia", "Ford", "Lamborghini", "Jeep", "Land", "Ford", "RAM", "Tesla", "Toyota", "Ford", "GMC", "Dodge", "Land", "Alfa", "Tesla", "Mercedes-Benz", "Chevrolet", "Audi", "Jeep", "Land", "GMC", "Ford", "Volkswagen", "Porsche", "Chevrolet", "Lexus", "Porsche", "Ford", "Toyota", "Mercedes-Benz", "Cadillac", "Porsche", "Porsche", "Ford", "Ford", "Ford", "Mazda", "Mercedes-Benz", "BMW", "Jeep", "Jeep", "MINI", "Porsche", "Cadillac", "Nissan", "Kia", "GMC", "Mercedes-Benz", "Ford", "Subaru", "INFINITI", "Kia", "Mazda", "Ford", "Jeep", "Ford", "Chevrolet", "Tesla", "Cadillac", "Chevrolet", "Lincoln", "Chevrolet", "Porsche", "Chevrolet", "Nissan", "Audi", "FIAT", "Ford", "Kia", "Mercedes-Benz", "Nissan", "Volkswagen", "Audi", "Nissan", "Subaru", "GMC", "BMW", "Acura", "Chevrolet", "Ford", "Nissan", "Mercedes-Benz", "McLaren", "Audi", "BMW", "Volkswagen", "Porsche", "Cadillac", "Ford", "Ford", "Mazda", "Volkswagen", "BMW", "BMW", "Hyundai", "RAM", "Ford", "MINI", "Mercedes-Benz", "Toyota", "Audi", "Lexus", "Toyota", "FIAT", "Ford", "Jeep", "Jeep", "Ford", "Rolls-Royce", "Ford", "Porsche", "Lexus", "Volkswagen", "Toyota", "Ford", "Mercedes-Benz", "Porsche", "Cadillac", "Volkswagen", "Ford", "Kia", "Hyundai", "RAM", "Kia", "Ford", "Mercedes-Benz", "Audi", "Ford", "Audi", "Kia", "Ford", "Audi", "Chevrolet", "Scion", "Mercedes-Benz", "Nissan", "Ford", "Chevrolet", "Ford", "Dodge", "Hyundai", "GMC", "Alfa", "GMC", "Ford", "Dodge", "Ford", "Lexus", "Cadillac", "Ford", "Lamborghini", "Chevrolet", "Mercedes-Benz", "Volkswagen", "Toyota", "Cadillac", "Volkswagen", "Nissan", "Mercedes-Benz", "Ford", "Toyota", "Toyota", "Tesla", "Ford", "BMW", "Mazda", "Audi", "Tesla", "Tesla", "Buick", "Toyota", "BMW", "Tesla", "Audi", "INFINITI", "Mercedes-Benz", "Land", "Ford", "Buick", "Porsche", "Mazda", "Tesla", "Jeep", "Chevrolet", "Mercedes-Benz", "BMW", "Volkswagen", "Subaru", "Mercedes-Benz", "Volkswagen", "MINI", "Nissan", "Lexus", "Audi", "Nissan", "Chevrolet", "Ford", "Mercedes-Benz", "Dodge", "Chevrolet", "Jeep", "Tesla", "Toyota", "INFINITI", "Porsche", "Ford", "BMW", "Toyota", "Ford", "Ford", "Buick", "Audi", "Ford", "Jeep", "Jaguar", "Porsche", "Ford", "Ford", "Honda", "Mercedes-Benz", "BMW", "Chevrolet", "Ford", "Porsche", "Porsche", "BMW", "Lexus", "Chevrolet", "Porsche", "BMW", "Subaru", "Mercedes-Benz", "Mercedes-Benz", "Bentley", "Audi", "Porsche", "Ford", "BMW"
),
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98,28500,31300,38978,92888,64000,33800,34999,31906,79950,43775,24900,39848,24900,17900,46500,61995,39998,15499,30825,41000,25999,491836,33591,69999,179900,34998,13700,279991,21500,54500,12599,35000,35500,27950,34500,17000,17900,37500,34645,35900,38998,85950,9999,50000,115999,32000,35690,20900,124900,75000,59000,229900,48149,9500,17000,24995,149000,136900,63500,39499,21500,24899,90000,52999,29500,31871,13500,116911,28500,18999,25500,27633,56000,32107,7750,28500,42500,29995,29500,39900,70000,89000,31500,21500,43860,10500,12999,234000,44791,19599,21373,15999,31500,30000,19000,9000,25500,52000,8500,32500,146000,60500,19500,68990,19995,29725,41000,279950,47000,44900,14980,108000,26000,46000,32300,25215,18999,28900,37998,7500,24850,60000,15750,61998,27999,48000,34000,39857,11500,28000,40995,17000,59000,399950,69995,78000,23400,13800,11800,50000,55900,112500,30599,19290,71900,16995,20900,45999,40200,44000,38500,51598,21000,42500,17238,53500,44870,79900,10998,21000,23625,29950 
)
)

# 2. Crear el diagrama de cajas
ggplot(datos, aes(x = marca, y = precio, fill = marca)) +
  geom_boxplot(alpha = 0.8, outlier.color = "red") +
  labs(
    title = "Distribución de Precios por Marca",
    x = "Marca del Vehículo",
    y = "Precio (USD)",
    fill = "Marca"
  ) +
  theme_minimal() +
  scale_fill_viridis_d() +  
  theme(axis.text.x = element_text(angle = 45, hjust = 1)) 

library(dplyr)
datos %>%
  group_by(marca) %>%
  summarise(
    Media = mean(precio),
    Mediana = median(precio),
    Q1 = quantile(precio, 0.25),
    Q3 = quantile(precio, 0.75)
  )
## # A tibble: 47 × 5
##    marca       Media Mediana      Q1      Q3
##    <chr>       <dbl>   <dbl>   <dbl>   <dbl>
##  1 Acura      45701.   39900  27900   49999 
##  2 Alfa       31758.   28500  24250.  35495 
##  3 Aston     165647   172053 129258  208442 
##  4 Audi       53756.   42250  30089   55000 
##  5 BMW        52831.   42950  29000   62000 
##  6 Bentley    78581.   50000  29000  109494.
##  7 Buick      40775.   30000  24624.  47850.
##  8 Cadillac   43763.   39823  27438.  51975.
##  9 Chevrolet  49988.   35800  24447   54450 
## 10 Chrysler   53182.   48815  31870   56700 
## # ℹ 37 more rows

Seleccione 2 variables cualitativas y realice una tabla cruzada, acompañe de diagrama de barras apiladas




``` r
datos <- data.frame(
  marca = c("Hyundai", "Lexus", "INFINITI", "Audi", "Acura", "Audi", "Lexus", "Tesla", "Land", "Aston", "Toyota", "Lincoln", "Jaguar", "Mercedes-Benz", "Jaguar", "Genesis", "BMW", "Ford", "Chevrolet", "Hyundai", "Nissan", "Mercedes-Benz", "BMW", "Audi", "Mercedes-Benz", "BMW", "Lexus", "Jeep", "BMW", "BMW", "Honda", "BMW", "Lucid", "Chevrolet", "MINI", "Toyota", "Porsche", "Mercedes-Benz", "Honda", "Mercedes-Benz", "Nissan", "Ford", "Volvo", "Audi", "Mercedes-Benz", "Toyota", "Lexus", "BMW", "BMW", "Cadillac", "Lucid", "Audi", "Bentley", "BMW", "Toyota", "Audi", "Porsche", "Lamborghini", "Maserati", "Jaguar", "Land", "Porsche", "Genesis", "Volkswagen", "Hyundai", "Audi", "Mercedes-Benz", "BMW", "Hyundai", "Kia", "Rivian", "Aston", "Mercedes-Benz", "BMW", "Jeep", "Lexus", "Cadillac", "Lexus", "BMW", "Cadillac", "BMW", "Chevrolet", "Jeep", "BMW", "Land", "Cadillac", "BMW", "Lincoln", "Mercedes-Benz", "RAM", "Land", "Rivian", "Mercedes-Benz", "Porsche", "INFINITI", "Audi", "Audi", "Lucid", "Chrysler", "BMW", "Subaru", "Mercedes-Benz", "BMW", "Ford", "Lexus", "Nissan", "Porsche", "Mercedes-Benz", "Hyundai", "Land", "Audi", "Alfa", "Ferrari", "Kia", "Tesla", "Toyota", "Subaru", "RAM", "Kia", "Nissan", "Lexus", "Audi", "GMC", "Lexus", "Ford", "Audi", "Audi", "Genesis", "Chevrolet", "Lincoln", "Ford", "Porsche", "Ford", "Audi", "Audi", "Tesla", "Mercedes-Benz", "Nissan", "Mercedes-Benz", "Chevrolet", "Mazda", "Ford", "Nissan", "Lexus", "Chevrolet", "Mercedes-Benz", "Ford", "Lincoln", "Genesis", "Lexus", "Ford", "Audi", "Toyota", "Mercedes-Benz", "BMW", "Acura", "Volkswagen", "Dodge", "Lincoln", "Maserati", "Tesla", "Mercedes-Benz", "Ford", "Toyota", "Honda", "Jeep", "Acura", "BMW", "Polestar", "BMW", "Porsche", "Lincoln", "Cadillac", "GMC", "Ford", "Cadillac", "Nissan", "Mercedes-Benz", "Toyota", "RAM", "Mercedes-Benz", "Lamborghini", "Alfa", "Chevrolet", "Lamborghini", "Maserati", "Toyota", "Nissan", "Audi", "Ford", "Lincoln", "Mercedes-Benz", "RAM", "Acura", "Toyota", "Mercedes-Benz", "Porsche", "Ford", "Kia", "Nissan", "Audi", "Land", "Ford", "INFINITI", "Jeep", "Porsche", "Mercedes-Benz", "Porsche", "Volkswagen", "Kia", "BMW", "Lincoln", "BMW", "Toyota", "Mazda", "Porsche", "Lincoln", "Tesla", "Porsche", "Ferrari", "Audi", "Mercedes-Benz", "Honda", "Lexus", "Maserati", "Land", "Aston", "Audi", "Ford", "Mercedes-Benz", "Subaru", "BMW", "Kia", "Chevrolet", "Kia", "BMW", "Mercedes-Benz", "BMW", "Subaru", "Mercedes-Benz", "Mazda", "Bentley", "Land", "Kia", "Maserati", "BMW", "Mazda", "Chevrolet", "Audi", "Lexus", "BMW", "Alfa", "RAM", "BMW", "Tesla", "Volvo", "BMW", "Cadillac", "Land", "Genesis", "Land", "Kia", "Toyota", "Mercedes-Benz", "BMW", "Audi", "Audi", "Toyota", "Audi", "Audi", "Lamborghini", "Audi", "Cadillac", "BMW", "Kia", "GMC", "BMW", "Audi", "Subaru", "Hyundai", "BMW", "Ford", "Toyota", "Land", "Ford", "Mercedes-Benz", "Mercedes-Benz", "BMW", "Audi", "BMW", "Volkswagen", "Lexus", "INFINITI", "BMW", "BMW", "Kia", "Rivian", "BMW", "Cadillac", "Ford", "Land", "BMW", "Volvo", "Dodge", "Mercedes-Benz", "GMC", "Audi", "Rivian", "Toyota", "Alfa", "Land", "Alfa", "Ford", "McLaren", "Maserati", "Jeep", "Maserati", "Ford", "Cadillac", "Lincoln", "Mercedes-Benz", "Mercedes-Benz", "Mercedes-Benz", "Hyundai", "Toyota", "Mercedes-Benz", "Audi", "Mercedes-Benz", "Ford", "Volkswagen", "BMW", "Lexus", "Audi", "Alfa", "Land", "BMW", "BMW", "Rolls-Royce", "Audi", "Land", "Ferrari", "Lexus", "Kia", "Ford", "INFINITI", "BMW", "Lincoln", "Volvo", "Audi", "Ford", "Jaguar", "Land", "RAM", "Rivian", "BMW", "Lexus", "Land", "Acura", "Lexus", "Audi", "Land", "RAM", "Audi", "Audi", "Cadillac", "Mercedes-Benz", "Rolls-Royce", "Cadillac", "Acura", "BMW", "Chrysler", "Mercedes-Benz", "RAM", "Mercedes-Benz", "Land", "Volvo", "Ford", "Ford", "Chevrolet", "Chevrolet", "Jeep", "BMW", "Mercedes-Benz", "Toyota", "BMW", "Mazda", "Audi", "Volvo", "Acura", "Acura", "Chevrolet", "Tesla", "Chevrolet", "BMW", "Ford", "Rivian", "Mercedes-Benz", 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"Audi", "BMW", "Bentley", "Mercedes-Benz", "BMW", "Lexus", "Toyota", "Mercedes-Benz", "Mercedes-Benz", "Ford", "Honda", "Bentley", "Bentley", "Ford", "Ford", "Chevrolet", "Bentley", "BMW", "Genesis", "Dodge", "Porsche", "Lexus", "Land", "Jaguar", "BMW", "RAM", "Lamborghini", "Toyota", "Audi", "Land", "Chevrolet", "BMW", "Porsche", "Genesis", "Chevrolet", "Toyota", "Porsche", "Volvo", "Lexus", "BMW", "Tesla", "FIAT", "Toyota", "BMW", "MINI", "Maserati", "Lexus", "BMW", "Hyundai", "Karma", "BMW", "Ford", "BMW", "Ford", "Volkswagen", "BMW", "RAM", "Jeep", "GMC", "BMW", "Acura", "Volkswagen", "BMW", "BMW", "Kia", "BMW", "BMW", "Kia", "Ford", "Jeep", "Porsche", "Ford", "BMW", "Ford", "FIAT", "Cadillac", "Mercedes-Benz", "Ford", "Rivian", "BMW", "Lamborghini", "Ford", "Lexus", "Lexus", "BMW", "Audi", "Volkswagen", "Cadillac", "Hyundai", "Toyota", "Ford", "Hyundai", "Nissan", "Jaguar", "Chevrolet", "Ford", "BMW", "Audi", "Toyota", "Porsche", "Lexus", "Mercedes-Benz", "Toyota", "Mercedes-Benz", "BMW", "Chevrolet", "Ford", "Alfa", "Ford", "Mercedes-Benz", "Audi", "RAM", "Tesla", "Audi", "Hyundai", "Audi", "INFINITI", "Ford", "Chevrolet", "Mazda", "Jeep", "MINI", "BMW", "Porsche", "Audi", "GMC", "Hyundai", "Audi", "Audi", "BMW", "Mazda", "Chevrolet", "Ford", "Ford", "Ferrari", "Mercedes-Benz", "Hyundai", "Ford", "Volkswagen", "Chevrolet", "Toyota", "Genesis", "Maserati", "Audi", "Nissan", "BMW", "Volvo", "Mazda", "Chrysler", "Jeep", "Ford", "Land", "Mazda", "Kia", "Mitsubishi", "Mercedes-Benz", "Audi", "Audi", "Mercedes-Benz", "Kia", "BMW", "Kia", "BMW", "BMW", "Mercedes-Benz", "RAM", "Jeep", "Toyota", "BMW", "BMW", "Maserati", "Acura", "Mercedes-Benz", "Mercedes-Benz", "Cadillac", "Chevrolet", "INFINITI", "Land", "GMC", "Lincoln", "RAM", "RAM", "BMW", "Acura", "Mercedes-Benz", "INFINITI", "Buick", "Mercedes-Benz", "Audi", "Mazda", "Bentley", "Bentley", "Porsche", "Volkswagen", "Ford", "Hyundai", "BMW", "Mercedes-Benz", "Dodge", "Porsche", "Ford", "Chevrolet", "Mercedes-Benz", "RAM", "Toyota", "BMW", "Mazda", "Audi", "Volvo", "Acura", "Chevrolet", "Tesla", "Chevrolet", "BMW", "Ford", "Rivian", "Mercedes-Benz", "Tesla", "Toyota", "Nissan", "Ford", "INFINITI", "Porsche", "Lotus", "Land", "Buick", "Nissan", "Jeep", "Nissan", "Jaguar", "Cadillac", "Audi", "Jeep", "Audi", "GMC", "Tesla", "Mazda", "Ford", "Cadillac", "Hyundai", "Mercedes-Benz", "Mercedes-Benz", "Acura", "RAM", "BMW", "RAM", "Cadillac", "Volkswagen", "Ford", "Mercedes-Benz", "Ford", "Jeep", "BMW", "Mercedes-Benz", "Genesis", "Lexus", "Jeep", "Hyundai", "BMW", "Ford", "BMW", "Lincoln", "Mercedes-Benz", "RAM", "Jeep", "Subaru", "Audi", "Land", "Jeep", "BMW", "Mercedes-Benz", "Chevrolet", "BMW", "RAM", "Audi", "Porsche", "Genesis", "Chevrolet", "Jeep", "BMW", "Ford", "Mercedes-Benz", "Mercedes-Benz", "Chevrolet", "Chevrolet", "Acura", "Bentley", "Rolls-Royce", "Genesis", "Lexus", "BMW", "BMW", "Jeep", "Kia", "Kia", "BMW", "RAM", "Volkswagen", "Hyundai", "Jaguar", "Audi", "INFINITI", "Mercedes-Benz","Audi", "Honda", "Mercedes-Benz", "Porsche", "BMW", "Ford", "Lincoln", "Hyundai", "Nissan", "GMC", "Mercedes-Benz", "Ford", "Acura", "Toyota", "Volkswagen", "Land", "Lexus", "Volkswagen", "Porsche", "Tesla", "GMC", "Jeep", "Audi", "Ford", "Jeep", "Lincoln", "Tesla", "Mercedes-Benz", "Lexus", "RAM", "Mitsubishi", "Ford", "BMW", "Buick", "BMW", "McLaren", "Kia", "Mercedes-Benz", "Toyota", "Alfa", "Land", "BMW", "Porsche", "Mercedes-Benz", "Jeep", "Ford", "BMW", "Honda", "Cadillac", "Toyota", "Ford", "Chevrolet", "Subaru", "Ford", "Honda", "RAM", "Mercedes-Benz", "BMW", "Chevrolet", "Jeep", "Ford", "RAM", "Audi", "RAM", "Mazda", "BMW", "Chevrolet", "Cadillac", "Jeep", "Buick", "Toyota", "Land", "BMW", "Ford", "Porsche", "Hyundai", "Volvo", "RAM", "Chevrolet", "Ford", "Ford", "Chevrolet", "Ford", "Chrysler", "Tesla", "Lamborghini", "RAM", "Toyota", "BMW", "GMC", "Honda", "Chevrolet", "Ford", "Ford", "Chevrolet","Honda"
),
color =c("Moonlight Cloud", "Blue", "Black", "Glacier White Metallic", "Silver", "Blue", "Black", "Black",  "Fuji White", "Silver", "Yellow", "Black", "Silver", "Gray", "Green", "Green", "White", "Iconic Silver Metallic", "Blue", "Black", "Blue", "Gray", "Gray", "Mythos Black Metallic", "Silver", "Black", "Black", "Red", "Gray", "White", "Lunar Silver Metallic", "Blue", "Red", "Black", "Black", "Black", "White", "Gray", "Mountain Air Metallic", "Black", "Caspian Blue", "Black", "Black", "Tango Red Metallic", "Black", "Black", "Gray", "Alpine White", "White",  "Red", "Black", "White", "Black", "Silver", "Black", "Black", "BLU ELEOS", "Black", "Red",  "White", "Silver", "Silver", "White", "White", "Gray", "Black", "White", "White", "Horizon Blue", "White", "Black", "Red", "White", "Granite Crystal Clearcoat Metallic", "Orange", "Rift Metallic", "Atomic Silver", "White", "Summit White", "Imperial Blue Metallic",  "White", "Green", "White", "Black", "Blue", "Black", "Magnetic Gray Clearcoat", "Black",  "Bright White Clearcoat", "Fuji White", "Green", "White", "White", "White", "Typhoon Gray",  "Black", "Black", "Silver", "Black", "Crystal Black Silica", "Black", "Arctic Gray Metallic",  "White", "White", "Silver", "Red", "Selenite Grey Metallic", "Ultra Black", "Beige", "Gray", "Lunare White Metallic", "Black", "Black", "Black", "Silver", "Black", "Black", "Hyper Red",  "White", "Black", "Blue", "Summit White", "White", "White", "Daytona Gray Pearl Effect",  "White", "Vik Black", "Pacific Blue Metallic", "Blue", "White", "Black", "Gray", "Gray", "Black", "Black", "White", "Orange", "Obsidian Black Metallic", "Silver Ice Metallic",  "Sonic Silver Metallic", "White", "Black", "Black", "White", "Black", "Blue", "Beige",  "White", "Nightfall Mica", "Black", "Daytona Gray Pearl Effect", "Silver", "White", "White", "Apex Blue", "Silver", "Go Mango!", "Black", "White", "Black", "Gray", "Ingot Silver Metallic", "Midnight Black Metallic", "Black", "Black Clearcoat", "Gold", "Gold", "Thunder Gray", "Black",  "Black", "Silver", "Red", "Gray", "Black", "Silver", "Black", "Silver", "White", "Black",  "Gray", "Bianco Monocerus", "Verde", "Pacific Blue Metallic", "Black", "Black", "Wind Chill Pearl", "White", "Mythos Black", "Gray", "Silver", "White",  "Patriot Blue Pearlcoat", "Lunar Silver Metallic", "Black", "Gray", "Gray", "Silver",  "Black Cherry", "Red", "Gray", "Yulong White", "Black", "Black", "White", "Red", "Gray",  "Blue", "White", "White", "Donington Grey Metallic", "Ruby Red Metallic Tinted Clearcoat",  "White", "Blue", "Platinum Quartz Metallic", "White", "Blue", "White", "Red", "Blue",  "Matador Red Metallic", "Black", "White", "White", "Blu", "Fuji White", "Green",  "Mythos Black Metallic", "Gray", "White", "Black", "Black", "Black", "Mosaic Black Metallic",  "Jungle Green", "Black", "BLACK", "Blue", "Gray", "Black", "Deep Crystal Blue Mica",  "Beluga Black", "Eiger Grey", "Ebony Black", "Black", "White", "Black", "Black",  "Mythos Black", "White", "Brown", "White", "Black", "White", "Red", "White", "Blue", "Gold",  "Indus Silver", "Silver", "Black", "Ebony Black", "Midnight Black Metallic", "Gray", "White",  "White", "Blue", "Orange", "Ibis White", "White", "Bianco Icarus Metallic", "Gray",  "Infrared Tintcoat", "Blue", "Midnight Black", "Summit White", "Phytonic Blue Metallic",   "Black", "Brown", "Quartz White", "Silver", "Blue", "Orange", "White",   "Rapid Red Metallic Tinted Clearcoat", "Black", "White", "Black", "Cobra Beige Metallic",   "Silver", "Pure White", "Black", "Silver", "Red", "Alpine White", "Snow White Pearl", "Gray",   "Black", "Black", "White", "White", "Gray", "Gray", "DB Black Clearcoat", "White",   "Summit White", "Gray", "Red", "Gray", "Gray", "Firenze Red Metallic",   "Anodized Blue Metallic", "Black", "Black", "Gray", "White", "Red", "Red", "Silver", "Black",   "MANUFAKTUR Diamond White Bright", "White", "Blue", "Midnight Black Metallic", "Black",   "White", "White", "White", "Blue", "Black", "Red", "Gray", "White", "Santorin Black", "Black",   "White", "White", "Blue", "White", "Red", "Black", "Glacier", "White", "Gray", "Alpine White",   "Red", "White", "Silver", "Blue", "Black", "Silver", "Delmonico Red Pearlcoat", "Gray",   "BLACK", "White", "White", "White", "Black", "Gray", "Silver", "Bright White Clearcoat",   "Brilliant Black", "Mythos Black Metallic", "Black", "Red", "Black", "Silver", "Orange",   "White", "Magnetite Black Metallic", "Gray", "Black", "Carpathian Grey Premium Metallic",   "Black", "Black", "Blue", "White", "Black", "Bright White Clearcoat", "Black", "Gray",   "Gray", "Blue", "White", "Blue", "Red", "Majestic Black Pearl", "Black", "White",   "Northsky Blue Metallic", "Blue", "Black", "Red", "Black", "Black", "Black", "Black",  "White", "White", "Red", "Silver", "Red", "Summit White", "Black", "Baltic Gray", "Yellow",  "White", "White", "Gray", "Black Clearcoat", "Black", "Black", "Silver", "Machine Gray Metallic", "Gray", "Black", "Twilight Black", "Black", "White", "Green",  "Pearl White", "Gray", "Diamond Black", "Black", "Gray", "Blue", "Gray", "Maroon",  "Firecracker Red Clearcoat", "Silver", "Gray", "Green", "Black", "Gray", "Blue", "Blue",   "Oxford White", "Gray", "Gray", "Black", "Diamond Black", "Diamond Black", "Blue",  "Glacier White", "Blue", "Black", "Silver", "Gray", "Black", "Blue", "Flame Red Clearcoat",  "Gray", "White", "Gray", "White Clearcoat", "Black", "Rapid Red Metallic Tinted Clearcoat",  "White", "White", "Gray", "Black", "Majestic Black Pearl", "Ice", "Silver", "White", "Black",  "Blue", "Gray", "Silver Zynith", "Silver", "Silky Silver", "Ametrin Metallic", "White",  "Deep Black Pearl Effect", "Shimmering Silver", "Brown", "Gray", "Gray", "Black", "Black",  "Black", "Black", "Onyx", "White", "Black", "Black", "Gray", "White", "Black", "Gray",  "Black", "Black", "White", "Gray", "Gray", "Black", "Black", "Black", "White", "White",  "Red", "White", "Black", "Gray", "Gray", "Delmonico Red Pearlcoat", "Rosso Mars Metallic", "Shoreline Blue Pearl", "White", "Santorini Black", "Red", "White", "Black", "Green", "Mosaic Black Metallic", "Red", "Black", "Blue", "Gray", "Blue", "Blue", "Gray", "Gray",  "Gray", "White", "Black", "White", "Gray", "White", "White", "Blue", "White", "Black",  "White Platinum Tri-Coat Metallic", "Deep Black Pearl Effect", "Gray", "Red", "White", "Red",  "Silver", "Gray", "Blue", "Black", "Black", "Sparkling Silver", "Gray", "Black", "Black",  "Red", "Gray", "Chalk", "Oxford White", "Black", "White", "Silver", "Black", "White", "Gray",  "Silver", "Black", "White", "Gray", "White", "White", "BLUE", "Blue", "Gray", "White",  "Dazzling White", "White", "Oxford White", "Black", "Black", "Santorini Black Metallic",  "Red", "Gray", "Black", "Silver", "White", "Gray", "Gray", "Black", "Gray", "White", "Red",  "Silver", "Red", "White", "Black", "Selenite Gray Metallic", "Black", "Brown", "Black",   "Black", "Gray", "Black", "Gray", "Black", "Black", "Black", "Metallic", "Silver", "Blue",   "White", "Glacier White", "Ebony Twilight Metallic", "White", "Blue", "Black", "White",  "Polymetal Gray Metallic", "Black", "White", "White", "Gray", "Black", "Silver", "White",  "Oryx White Prl", "Purple", "Black", "Black Forest Green", "Blu", "White", "Gun Metallic",   "Gray", "White", "Jet Black Mica", "Bright White Clearcoat", "Black Clearcoat", "Gray",   "Firenze Red", "White", "Red", "Black", "White", "Gray", "Silver", "Black",   "Glacial White Pearl", "Gray", "Green", "Orange", "White", "designo Diamond White Metallic",   "Granite Crystal Clearcoat Metallic", "White", "Black", "Blue Metallic",   "Isle of Man Green Metallic", "White", "Black", "Gray", "White", "Silver", "Silver", "Black",  "White", "Gold", "Black", "Gray", "Black", "Red", "Gray", "Gray", "Silver", "White", "Black",  "White", "Black", "Red", "Silver", "Blue", "White", "Black Noir Pearl", "Silver", "Blue", "Orange", "Volcano Grey Metallic", "White", "Black", "Black", "Diamond Black", "Green",  "Green", "Soul Red Crystal Metallic", "Gun Metallic", "White", "Blue", "Black", "Blue",  "Black", "Black", "Dark Moss", "White", "Black", "Blue", "White", "White", "White", "Silver",  "White", "Passion Red", "Silver", "Black", "Red", "White", "Typhoon Gray Metallic", "White", "Silver", "White", "Silver", "Gray", "Black", "Silver", "Blue", "Black", "Onyx Black", "Gray", "White", "Blue", "Navarra Blue Metallic", "Brown", "Silver", "Diamond Black", "Beige", "Red", "Gray", "Green", "White", "Silver", "Gray", "Black", "Gray", "Black", "Black", "Black", "Brands Hatch Gray Metallic", "Blue", "Gray", "White", "Silver", "Gray",  "designo Diamond White Metallic", "Bright White Clearcoat",  "Daytona Gray Pearl Effect w/ Black Roof", "Gray", "White", "White", "Black", "Black",  "Blue", "White", "Silver", "Black", "Black", "Blue", "Black", "Hampton Gray", "Ultra White", "Gray", "Blue", "White", "White", "Hydro Blue Pearlcoat", "White", "Blue", "Sandstone Metallic", "Black", "Black", "Gray", "Silver", "Glacial White Pearl",  "Midnight Black Metallic", "Mythos Black Metallic", "White", "Portofino Blue Metallic",   "Sangria Red", "Ultra White", "Gray", "Gray", "Black", "Black", "Magnetic Metallic", "White",   "White", "Silver", "Beige", "White", "Diamond Black", "White", "Gray", "Black",  "Snow White Pearl", "White", "White", "Black", "Black", "Silver Zynith", "Blue", "Blue",   "Black", "White", "Gray", "Platinum White Pearl", "Gray", "Black", "White", "Black", "Silver",   "White", "Beige", "designo Diamond White", "White", "Black", "White", "Black",  "Snow White Pearl", "Gray", "Black", "Black", "Gray", "Anthracite Blue Metallic", "White",   "Silver", "Blue", "Black", "Blue", "Blue", "Blue", "Velvet Red Pearlcoat", "Red", "Silver",   "Black", "Alpine White", "White", "Fuji White", "White", "Silver Mist", "White", "White",   "Orange", "Antimatter Blue Metallic", "White", "White", "White", "White", "Blue", "Black",   "Red", "Green", "Gray", "Black", "Black", "Black", "Cirrus Silver Metallic", "Pink", "Black",   "Black", "Red", "Mythos Black", "Red", "Cayenne Red Tintcoat", "Garnet Red Metallic",  "Bright White Clearcoat", "White", "Black", "Black Obsidian", "Blue", "Brown", "Brown",  "Black", "Silver", "Black", "White", "White", "White", "White", "Gray", "Black", "Pristine White", "Gray", "Black", "Black", "Wind Chill Pearl", "White", "Patriot Blue Pearlcoat", "Nebula Gray Pearl", "Brown", "Black", "Black", "Red", "Gray",  "Silver", "Blue", "Super White", "Black", "Blue", "BLACK", "Blu", "Black", "Blue", "Black", "Black", "Blue", "Black", "Blue", "Gray", "Gray", "White", "Red", "Blue", "Black", "Blue",   "Black", "Red", "White", "Red", "White", "Red", "Blue", "Gray", "White", "Red","Black", "Santorini Black Metallic", "Black", "Silver", "White", "Silver", "Black", "Black", "White",  "Black", "Black", "Red", "Blue", "Blue", "White", "Black", "Black", "Silver", "Gray",  "Gentian Blue Metallic", "White", "Gold", "Silver", "Black", "Black", "White", "Blue",  "Black", "Gray", "Black", "Green", "Blue", "Gray", "Black", "Blue", "Black",   "Midnight Blue Metallic", "Gray", "Black", "Black", "Blue", "Black", "Alpine White", "Black",   "White", "Blue", "Black", "Gray", "Blue", "Blue", "Black", "Gray", "Silver", "Gray", "Black",   "Yulong", "Hyper Red", "White", "Gray", "Black", "Blue", "Ebony Black", "Gray",   "Santorini Black Metallic", "Silver", "Blue", "Black", "Black", "Black", "Black", "Black",   "White", "Rosso Corsa", "Black", "Black", "Matte White", "Red", "Black", "Red",   "Daytona Gray Pearl Effect", "Navarra Blue", "White", "Red", "Black", "White", "White",   "Silver Radiance", "Black", "White", "White", "Black", "White", "Black", "Blue", "Red",   "Blue", "Black", "Black", "Gold", "Black", "Black", "Silver", "White",   "Daytona Gray Pearl Effect", "Iridium Metallic", "Black", "Gray", "Gray", "White", "Black",   "Black", "Red", "Granite Crystal Clearcoat Metallic", "Diamond Black", "Magnetic Black",   "Chronos Gray Metallic", "Gray", "Black", "White", "White", "Gray", "Red", "White", "White",   "Black", "White", "White", "Pacific Blue", "White", "Black", "White", "White", "Black",  "Gray", "Blue", "White", "Black", "Blue", "Blue", "Gray", "Blue", "Eiger Grey Metallic",   "Black", "Silver", "Black", "Blue", "White", "Santorin Black", "Stormy Sea", "Gray",   "Dark Matter Metallic", "Silver Ice Metallic", "White", "Gray", "White", "Gray",  "Billet Clearcoat Metallic", "Black", "White", "Silver", "Blue", "Red", "Black", "Gray",   "Black", "Gray", "Red", "White", "Brilliant Silver Metallic", "Blue", "Silver", "Black",   "Gray", "Liquid Platinum", "Blue", "Silver", "Black", "White", "Silver",  "Vulcano Black Metallic", "Silver", "Blue", "Gray", "Blue", "Delmonico Red Pearlcoat",   "Black", "Black", "Blue", "Gray", "White", "Diamond White", "White Frost Tri-Coat", "White",  "Black", "White", "Aventurine Green Metallic", "Oxford White", "Gray", "White", "White",  "Black", "White", "Blue", "Black", "Red", "Blue", "White", "White", "Gold", "Black", "White",   "White", "Black", "Black", "Red", "White", "White", "Blue", "Gray", "Tempest", "Gray",   "White", "Firecracker Red Clearcoat", "Black", "Dark Matter Metallic", "Orange", "Alfa White",   "Blue", "Black", "Black", "Black", "Black", "White", "Red", "White", "White", "Blue",   "White", "Blue", "Gray", "Blue", "Red", "Blue", "Star White", "Black", "Oxford White",  "Gray", "Gray", "White", "Red", "Titanium Silver", "Black", "Gray", "White", "Black", "Blue",  "Caviar", "White", "Summit White", "Black", "Blue", "Tango Red Metallic", "White", "Black",  "White", "Black", "White", "White", "Silver", "Orange", "Oxford White", "Green", "Black",  "Black", "Obsidian Black Metallic", "Black", "Gray", "Gray", "Black", "White", "Silver",  "White", "Green", "Black", "Blue", "Kodiak Brown Metallic", "Gray", "Black", "Black",  "Black", "White", "Silver", "Black", "Silver", "Blue", "Black", "Black", "Red", "Black",   "Majestic Plum Metallic", "White", "Black", "White", "Black", "Red", "Silver", "Navarre Blue",   "White", "White", "Black", "White", "Blue", "Bronze Dune Metallic", "Black", "Blue", "Blue",  "Green", "Gray", "Black", "Blue", "Black", "Red", "Blue", "Gray", "Gray", "Black",  "Radiant Red Metallic II", "Gray", "Dark Moon Blue Metallic", "Silver", "White", "Black",  "Silver", "Black", "Silver", "Manhattan Noir Metallic", "Blue", "White", "White",  "Nebula Gray Pearl", "White", "Agate Black Metallic", "Blue", "White", "Blue", "Blue",  "Black", "Silver", "Black", "Onyx Black", "Silver", "Blue", "White", "Blue", "Black",  "White", "Bianco Isis", "Blue", "White", "Silver", "Black", "White", "Silver", "Silver",  "Brown", "Gray", "Black", "Blue", "White", "White", "White", "Black", "Red", "Blue", "White",  "Silver", "Black", "Summit White", "White", "Kemora Gray Metallic", "Platinum White Pearl",  "White", "Black", "Manhattan Noir Metallic", "Blue", "Mosaic Black Metallic", "Blue",  "Black", "Shadow Black", "Red", "Black", "Graphite Grey Metallic", "Orange", "White", "Gray",  "Black", "White", "White", "Black", "Gray", "Emerald Green Metallic", "Blue", "Blue",  "White", "White", "Red", "Gray", "White", "White", "Gray", "White", "Gray", "Silver",  "Platinum White Pearl", "Gray", "Black", "Gray", "Black", "Gray", "Black", "Silver", "White", "White", "Black", "Black", "Black", "Silver", "Silver", "Gray", "Bright White Clearcoat",  "Brown", "Green", "Orca Black Metallic", "Green", "White", "Blue", "Gray", "Blue", "Gray",  "White", "Black", "Black", "Silver", "Gray", "Black", "Chronos Gray", "Gray", "Gray",   "Black", "Black", "Gray", "Red", "White", "Blue", "White", "White", "White", "White", "Gray",   "Black", "Gray", "Black", "Silver", "Black", "Red", "White", "Gray", "Silver", "Gray",   "Green", "Black", "Jet Black Mica", "Blue", "Black", "Gray", "Gray", "White", "Gray", "Gray", "Daytona Gray", "Silver", "Yellow", "Billet Silver Metallic Clearcoat", "White",  "Blue", "Sting Gray Clearcoat", "Billet Silver Metallic Clearcoat", "Black", "Black",  "Gray", "Brown", "White", "White", "Red", "Gray", "Yellow", "Maximum Steel Metallic",   "Diamond Black", "White", "White", "Mythos Black Metallic", "Carbonized Gray Metallic", "Silver", "Silver", "Green", "Delmonico Red Pearlcoat", "Silver", "Red", "Black", "Black",  "White", "Black", "White", "Silver", "White", "Beige", "Red", "Black", "White", "Blue",  "Silver", "White", "Gray", "Black", "White", "Black", "White", "Black", "Yellow", "White", "Silver", "Black", "White", "Gray", "Black", "Black", "Gray", "Red", "Ruby Flare Pearl",  "Gray", "White", "Blue", "Black", "Gray", "Silver Ice Metallic", "Gray", "Black", "Atomic Silver", "Rosso Mars Metallic", "Crimson Red Tintcoat", "White", "White", "Black",  "Green", "White", "Silver", "Gray", "Black", "Black", "Blueprint", "Blue", "Black", "White",  "White", "Red", "Midnight Black Metallic", "White", "Gray", "White", "Blue", "Daytona Gray",  "Balloon White", "Blue", "Summit White", "Black", "Black", "Snowflake White Pearl", "Red",  "Diamond Black", "White", "Black", "Gray", "Crystal White Pearl", "Black", "White", "White",  "Black", "Black", "Black", "White", "Gray", "Blue", "Black", "Black", "Black", "Black", "Black", "Red", "White", "Gray", "Brown", "Quicksilver Metallic", "Gray", "Silver", "White",  "Brown", "Diamond Black", "Black", "Velvet Red Pearlcoat", "White", "Silver", "Black",  "White", "Dark Sapphire", "White", "Blue", "Black", "Gray", "White", "White", "Black",  "Black", "Gray", "Green", "Gray", "White", "Blue", "Purple", "Red", "Black", "Black",  "Black", "Black", "Silver", "Beige", "Carbon Black Metallic", "Blue", "White",  "Deep Black Pearl Effect", "Silver", "Sunset Drift Chromaflair", "Summit White",  "Shadow Gray Metallic", "Black", "Black", "Red", "Gray", "Granite", "Gray", "White", "Black", "White", "Red", "Black", "Blue", "Silver", "White", "White", "Gray", "White", "Black", "Black", "Silver", "White", "Black", "Blue", "White", "Blue", "Red", "Red", "Silver", "Black", "Gray", "White", "Black", "White", "Beige", "Black", "Gray", "Gray", "Silver", "Green", "Gray", "Silver", "Gray", "Blue", "Black", "White", "Dark Moss", "Black",  "Blue", "Black", "Brown", "White", "Gray", "Blue", "White", "Gray",  "Billet Silver Metallic Clearcoat", "Silver", "Gray", "Black", "Black", "Alpine White",  "Black", "Black", "Gray", "Silver", "Frozen Dark Silver Metallic", "White",  "Black Sapphire Metallic", "Black", "Gray", "Red", "White", "Gray", "White", "White",  "Black", "Black", "Red", "Gray", "White", "Silver", "Purple", "Green", "Black", "White",  "Red", "Quartz Blue Pearl", "Black", "White", "White", "Iridescent Pearl Tricoat", "Black",  "Black", "Silver", "Red", "Black", "White", "Black", "Satin Steel Metallic", "Alpine White",  "Blue", "Blue", "Aurora Black", "White", "White", "Silver", "Black Raven", "White",  "Florett Silver", "Caviar", "Gray", "Cajun Red Tintcoat", "Shadow Gray Metallic", "White",  "Black", "Nero Daytona", "White", "Gray", "Black", "Red Multi", "Black", "Majestic Black Pearl",  "Silver", "Dark Ash Metallic", "Gray", "White", "Red", "Gray", "Blue", "White", "White",  "Rich Garnet Metallic", "Gray", "Atomic Silver", "White", "Black", "Black", "Blue", "White",   "Orange", "Black", "Gray", "Black", "Black", "Black", "Nero Noctis", "Gray", "Blue",   "Midnight Black", "Blue", "Gray", "Black", "Scarlet Ember", "Beige", "Black", "Blue",   "Silver", "Black", "White", "Gray", "Black", "Crystal Black Silica", "Black", "Gray",  "Silver", "Gray", "Gray", "Red", "White", "White", "White", "Bright White Clearcoat", "Gray",   "Silver", "Silver", "White", "Black", "Red", "Silver", "White", "Silver", "White", "Black",   "Green", "Gray", "Black", "Black", "Black", "Ebony Twilight Metallic", "White", "Black",   "White", "Black Raven", "Blue Reflex Mica", "White", "White", "White", "Blue", "Blue",   "Purple", "Gray", "Gray", "Gray", "Black", "Snowflake White Pearl Metallic", "White", "Gray",   "Black", "Gray", "Gray", "Blue", "Grigio Nimbus", "Silver", "Gray", "Silver", "Blue",   "Black", "Granite Crystal Metallic Clearcoat", "White", "Eiger Grey", "Gray", "Orange",   "Gray", "White", "Black", "Blue", "White", "Blue", "Granite Crystal Clearcoat Metallic",   "Summit White", "White", "Velvet Red Pearlcoat", "Red", "Black", "Black", "White",  "Stellar Black Metallic", "Silver", "White", "Gray", "Dark Slate Metallic", "Black", "Black",  "Black", "White", "Blue", "Gray", "Black", "Black", "Black", "Blue", "Black Obsidian",   "Black", "White", "Black", "Blue", "Gray", "Silver", "Silver", "Gray", "White", "White",   "Black", "Black", "Agate Black Metallic", "Gray", "Bright White Clearcoat", "Vega Blue",   "Silver", "Stone Gray Metallic", "Black", "Summit White", "Matador Red Mica", "Black",   "Silver", "Silver", "Red", "Gray", "Brown", "Black Sapphire Metallic", "Silver", "Silver",  "Gray", "White", "Gray", "White", "Green", "Barcelona Red", "Mythos Black Metallic", "Black Clearcoat", "Brown", "Silver", "Red", "Bayside Blue", "Silver Ice Metallic",   "Tungsten Metallic", "Silver", "Onyx Black", "White", "Gray", "Red", "Blue", "White",   "Gray", "Black", "Green", "Summit White", "Black", "Red", "Iridescent Pearl Tricoat", "Gray",   "Silver", "White", "Black", "Red", "Blue", "White", "Black", "Mineral White", "Black",   "Blue", "Silver", "Gray", "Granite Crystal Clearcoat Metallic", "Beige", "White", "Blue",   "Siren Red Tintcoat", "Silver Ice Metallic", "White", "Blue", "Red", "Red", "Black", "Gray",   "Blue", "Purple", "Silver", "Blue", "Gray", "Blue", "Silver", "Black", "White", "White",  "Red", "Brown", "Gray", "Blue", "White", "Silver", "White", "Black", "Black", "White",  "Octane Red Pearlcoat", "Black", "Alfa White", "White", "Green", "Black", "Black", "Red",  "Gray", "Midnight Black Metallic", "Gray", "Red", "Red", "Black", "Gray", "White",  "Firecracker Red Clearcoat", "Red", "Black", "Black", "Black", "Shadow Gray Metallic",  "Satin Steel Metallic", "Silver", "Phytonic Blue Metallic", "Black", "Gray", "Wolf Gray",  "Fountain Blue", "Blue", "Black", "White", "White", "Black", "Silver", "Gray", "Obsidian",  "Blue", "Blue", "Black", "Silver", "Volcanic Orange", "Firenze Red", "Dark Graphite Metallic",  "Blue", "Gray", "Orange", "Black", "Black", "Diamond Black", "Gray", "Gray", "Black",  "Black", "Brilliant Silver Metallic", "Blue", "Granite Crystal Clearcoat Metallic", "Silver", "Gray", "Blue", "White", "Gray", "Bright White Clearcoat", "Silver", "Silver", "Gray",  "Gray", "Black", "White", "Designo Magno Matte", "Green", "White", "White", "Beige", "Phantom Black", "White", "White", "White", "White", "Crystal Black", "Gray", "White",   "White", "Silver", "Black", "Black", "Gray", "Red Quartz Tintcoat", "Black", "Black",   "Black", "Firecracker Red Clearcoat", "Tan", "Silver", "Black", "Beige",   "Bright White Clearcoat", "Silver", "Blue", "White", "Ebony Twilight Metallic", "White",   "Black", "Glacial White Pearl", "Black", "Gray", "Blue", "Black", "White",   "Carrara White Metallic", "White", "Gray", "Black", "Black", "White", "Red",  "Agate Black Metallic", "Brown", "White", "Green", "Red", "Flame Red Clearcoat", "Silver",  "White", "Red", "Green", "Red", "White", "Silver", "Black", "Soul Red Crystal Metallic",  "Black Sapphire Metallic", "Silver", "Black", "Blue", "Satin Steel Metallic", "Silver", "Black", "White", "White", "Silver", "Black", "White", "White", "Black", "Green", "Gray", "Yellow", "Gray", "Black", "Black", "Blue Caelum", "White", "White", "Black", "Black", "Gray", "Gray", "Red", "Silver", "White", "Black", "Black", "Black", "White", "Blue",  "Black", "Gray", "Jet Black Mica", "Silver", "Gray", "Silver", "Silver", "Blue", "Black", "White", "Black", "Gray"
))
head(datos)
##      marca                  color
## 1  Hyundai        Moonlight Cloud
## 2    Lexus                   Blue
## 3 INFINITI                  Black
## 4     Audi Glacier White Metallic
## 5    Acura                 Silver
## 6     Audi                   Blue
# 3. Crear tabla cruzada
tabla <- table(datos$marca, datos$color)
print("Tabla Cruzada:")
## [1] "Tabla Cruzada:"
print(tabla)
##                
##                 Agate Black Metallic Alfa White Alpine White Ametrin Metallic
##   Acura                            0          0            0                0
##   Alfa                             0          0            0                0
##   Aston                            0          0            0                0
##   Audi                             0          0            0                0
##   Bentley                          0          0            0                0
##   BMW                              1          0            3                1
##   Buick                            0          0            0                0
##   Cadillac                         0          0            1                0
##   Chevrolet                        0          0            0                0
##   Chrysler                         0          0            0                0
##   Dodge                            0          0            0                0
##   Ferrari                          0          0            0                0
##   FIAT                             0          0            0                0
##   Ford                             0          0            1                0
##   Genesis                          0          0            0                0
##   GMC                              0          0            0                0
##   Honda                            0          0            0                0
##   Hyundai                          0          0            0                0
##   INFINITI                         0          0            0                0
##   Jaguar                           0          0            0                0
##   Jeep                             0          1            0                0
##   Karma                            0          0            0                0
##   Kia                              0          0            0                0
##   Lamborghini                      0          0            0                0
##   Land                             0          0            1                0
##   Lexus                            0          0            0                0
##   Lincoln                          0          0            0                0
##   Lotus                            0          1            0                0
##   Lucid                            0          0            0                0
##   Maserati                         0          0            1                0
##   Mazda                            1          0            0                0
##   McLaren                          0          0            0                0
##   Mercedes-Benz                    1          0            0                0
##   MINI                             0          0            0                0
##   Mitsubishi                       0          0            0                0
##   Nissan                           0          0            0                0
##   Polestar                         0          0            0                0
##   Porsche                          0          0            0                0
##   RAM                              0          0            0                0
##   Rivian                           0          0            0                0
##   Rolls-Royce                      0          0            0                0
##   Subaru                           0          0            0                0
##   Tesla                            0          0            0                0
##   Toyota                           0          0            0                0
##   Volkswagen                       0          0            0                0
##   Volvo                            0          0            0                0
##                
##                 Anodized Blue Metallic Anthracite Blue Metallic
##   Acura                              0                        0
##   Alfa                               0                        0
##   Aston                              0                        0
##   Audi                               0                        0
##   Bentley                            0                        0
##   BMW                                0                        0
##   Buick                              0                        0
##   Cadillac                           0                        0
##   Chevrolet                          0                        0
##   Chrysler                           0                        0
##   Dodge                              0                        0
##   Ferrari                            0                        0
##   FIAT                               0                        0
##   Ford                               0                        0
##   Genesis                            0                        1
##   GMC                                0                        0
##   Honda                              0                        0
##   Hyundai                            0                        0
##   INFINITI                           0                        0
##   Jaguar                             0                        0
##   Jeep                               0                        0
##   Karma                              0                        0
##   Kia                                0                        0
##   Lamborghini                        0                        0
##   Land                               1                        0
##   Lexus                              0                        0
##   Lincoln                            0                        0
##   Lotus                              0                        0
##   Lucid                              0                        0
##   Maserati                           0                        0
##   Mazda                              0                        0
##   McLaren                            0                        0
##   Mercedes-Benz                      0                        0
##   MINI                               0                        0
##   Mitsubishi                         0                        0
##   Nissan                             0                        0
##   Polestar                           0                        0
##   Porsche                            0                        0
##   RAM                                0                        0
##   Rivian                             0                        0
##   Rolls-Royce                        0                        0
##   Subaru                             0                        0
##   Tesla                              0                        0
##   Toyota                             0                        0
##   Volkswagen                         0                        0
##   Volvo                              0                        0
##                
##                 Antimatter Blue Metallic Apex Blue Arctic Gray Metallic
##   Acura                                0         0                    0
##   Alfa                                 0         0                    0
##   Aston                                0         0                    0
##   Audi                                 0         0                    0
##   Bentley                              0         0                    0
##   BMW                                  0         1                    0
##   Buick                                0         0                    0
##   Cadillac                             0         0                    0
##   Chevrolet                            0         0                    0
##   Chrysler                             0         0                    0
##   Dodge                                0         0                    0
##   Ferrari                              0         0                    0
##   FIAT                                 0         0                    0
##   Ford                                 1         0                    0
##   Genesis                              0         0                    0
##   GMC                                  0         0                    0
##   Honda                                0         0                    0
##   Hyundai                              0         0                    0
##   INFINITI                             0         0                    0
##   Jaguar                               0         0                    0
##   Jeep                                 0         0                    0
##   Karma                                0         0                    0
##   Kia                                  0         0                    0
##   Lamborghini                          0         0                    0
##   Land                                 0         0                    0
##   Lexus                                0         0                    0
##   Lincoln                              0         0                    0
##   Lotus                                0         0                    0
##   Lucid                                0         0                    0
##   Maserati                             0         0                    0
##   Mazda                                0         0                    0
##   McLaren                              0         0                    0
##   Mercedes-Benz                        0         0                    1
##   MINI                                 0         0                    0
##   Mitsubishi                           0         0                    0
##   Nissan                               0         0                    0
##   Polestar                             0         0                    0
##   Porsche                              0         0                    0
##   RAM                                  0         0                    0
##   Rivian                               0         0                    0
##   Rolls-Royce                          0         0                    0
##   Subaru                               0         0                    0
##   Tesla                                0         0                    0
##   Toyota                               0         0                    0
##   Volkswagen                           0         0                    0
##   Volvo                                0         0                    0
##                
##                 Atomic Silver Aurora Black Aventurine Green Metallic
##   Acura                     0            0                         0
##   Alfa                      0            0                         0
##   Aston                     0            0                         0
##   Audi                      0            0                         0
##   Bentley                   0            0                         0
##   BMW                       0            1                         0
##   Buick                     0            0                         0
##   Cadillac                  1            0                         0
##   Chevrolet                 0            0                         0
##   Chrysler                  0            0                         0
##   Dodge                     0            0                         0
##   Ferrari                   0            0                         0
##   FIAT                      1            0                         0
##   Ford                      0            0                         0
##   Genesis                   0            0                         0
##   GMC                       0            0                         0
##   Honda                     0            0                         0
##   Hyundai                   0            0                         0
##   INFINITI                  0            0                         0
##   Jaguar                    0            0                         0
##   Jeep                      0            0                         0
##   Karma                     0            0                         0
##   Kia                       0            0                         0
##   Lamborghini               0            0                         1
##   Land                      0            0                         0
##   Lexus                     0            0                         0
##   Lincoln                   0            0                         0
##   Lotus                     0            0                         0
##   Lucid                     0            0                         0
##   Maserati                  0            0                         0
##   Mazda                     0            0                         0
##   McLaren                   0            0                         0
##   Mercedes-Benz             1            0                         0
##   MINI                      0            0                         0
##   Mitsubishi                0            0                         0
##   Nissan                    0            0                         0
##   Polestar                  0            0                         0
##   Porsche                   0            0                         0
##   RAM                       0            0                         0
##   Rivian                    0            0                         0
##   Rolls-Royce               0            0                         0
##   Subaru                    0            0                         0
##   Tesla                     0            0                         0
##   Toyota                    0            0                         0
##   Volkswagen                0            0                         0
##   Volvo                     0            0                         0
##                
##                 Balloon White Baltic Gray Barcelona Red Bayside Blue Beige
##   Acura                     0           0             0            0     0
##   Alfa                      0           0             0            0     0
##   Aston                     0           0             0            0     0
##   Audi                      0           0             0            0     0
##   Bentley                   0           0             0            0     1
##   BMW                       0           0             0            0     0
##   Buick                     0           0             0            0     0
##   Cadillac                  0           0             0            0     0
##   Chevrolet                 0           0             0            0     0
##   Chrysler                  0           0             0            0     0
##   Dodge                     0           0             0            0     1
##   Ferrari                   0           0             0            0     0
##   FIAT                      0           0             0            0     0
##   Ford                      0           0             0            0     1
##   Genesis                   0           0             0            0     0
##   GMC                       0           0             0            0     0
##   Honda                     0           0             0            0     0
##   Hyundai                   0           0             0            0     1
##   INFINITI                  0           0             0            0     0
##   Jaguar                    0           0             0            0     0
##   Jeep                      0           0             0            0     0
##   Karma                     0           0             0            0     0
##   Kia                       0           0             1            1     2
##   Lamborghini               0           0             0            0     0
##   Land                      0           0             0            0     1
##   Lexus                     0           0             0            0     0
##   Lincoln                   0           0             0            0     0
##   Lotus                     0           1             0            0     0
##   Lucid                     0           0             0            0     0
##   Maserati                  0           0             0            0     0
##   Mazda                     0           0             0            0     0
##   McLaren                   0           0             0            0     0
##   Mercedes-Benz             0           0             0            0     2
##   MINI                      0           0             0            0     0
##   Mitsubishi                0           0             0            0     0
##   Nissan                    0           0             0            0     0
##   Polestar                  0           0             0            0     0
##   Porsche                   0           0             0            0     0
##   RAM                       0           0             0            0     1
##   Rivian                    0           0             0            0     0
##   Rolls-Royce               0           0             0            0     0
##   Subaru                    0           0             0            0     0
##   Tesla                     0           0             0            0     0
##   Toyota                    1           0             0            0     2
##   Volkswagen                0           0             0            0     0
##   Volvo                     0           0             0            0     0
##                
##                 Beluga Black Bianco Icarus Metallic Bianco Isis
##   Acura                    0                      0           0
##   Alfa                     0                      0           0
##   Aston                    0                      0           0
##   Audi                     0                      1           0
##   Bentley                  0                      0           0
##   BMW                      0                      0           0
##   Buick                    0                      0           0
##   Cadillac                 0                      0           0
##   Chevrolet                0                      0           0
##   Chrysler                 0                      0           0
##   Dodge                    0                      0           0
##   Ferrari                  0                      0           0
##   FIAT                     0                      0           0
##   Ford                     0                      0           0
##   Genesis                  0                      0           0
##   GMC                      0                      0           0
##   Honda                    0                      0           0
##   Hyundai                  0                      0           0
##   INFINITI                 0                      0           0
##   Jaguar                   0                      0           0
##   Jeep                     0                      0           0
##   Karma                    0                      0           0
##   Kia                      0                      0           0
##   Lamborghini              0                      0           0
##   Land                     0                      0           0
##   Lexus                    0                      0           0
##   Lincoln                  0                      0           0
##   Lotus                    0                      0           0
##   Lucid                    0                      0           0
##   Maserati                 0                      0           0
##   Mazda                    1                      0           0
##   McLaren                  0                      0           0
##   Mercedes-Benz            0                      0           1
##   MINI                     0                      0           0
##   Mitsubishi               0                      0           0
##   Nissan                   0                      0           0
##   Polestar                 0                      0           0
##   Porsche                  0                      0           0
##   RAM                      0                      0           0
##   Rivian                   0                      0           0
##   Rolls-Royce              0                      0           0
##   Subaru                   0                      0           0
##   Tesla                    0                      0           0
##   Toyota                   0                      0           0
##   Volkswagen               0                      0           0
##   Volvo                    0                      0           0
##                
##                 Bianco Monocerus Billet Clearcoat Metallic
##   Acura                        0                         0
##   Alfa                         0                         0
##   Aston                        0                         0
##   Audi                         0                         0
##   Bentley                      0                         0
##   BMW                          0                         1
##   Buick                        0                         0
##   Cadillac                     0                         0
##   Chevrolet                    0                         0
##   Chrysler                     0                         0
##   Dodge                        0                         0
##   Ferrari                      0                         0
##   FIAT                         0                         0
##   Ford                         0                         0
##   Genesis                      0                         0
##   GMC                          0                         0
##   Honda                        0                         0
##   Hyundai                      0                         0
##   INFINITI                     0                         0
##   Jaguar                       0                         0
##   Jeep                         0                         0
##   Karma                        0                         0
##   Kia                          0                         0
##   Lamborghini                  0                         0
##   Land                         0                         0
##   Lexus                        0                         0
##   Lincoln                      0                         0
##   Lotus                        0                         0
##   Lucid                        0                         0
##   Maserati                     0                         0
##   Mazda                        0                         0
##   McLaren                      0                         0
##   Mercedes-Benz                1                         0
##   MINI                         0                         0
##   Mitsubishi                   0                         0
##   Nissan                       0                         0
##   Polestar                     0                         0
##   Porsche                      0                         0
##   RAM                          0                         0
##   Rivian                       0                         0
##   Rolls-Royce                  0                         0
##   Subaru                       0                         0
##   Tesla                        0                         0
##   Toyota                       0                         0
##   Volkswagen                   0                         0
##   Volvo                        0                         0
##                
##                 Billet Silver Metallic Clearcoat Black BLACK Black Cherry
##   Acura                                        0     8     0            0
##   Alfa                                         0     8     0            0
##   Aston                                        0     0     0            0
##   Audi                                         0    40     0            0
##   Bentley                                      0     9     0            0
##   BMW                                          0    62     1            0
##   Buick                                        1     1     0            0
##   Cadillac                                     0    14     0            0
##   Chevrolet                                    0    29     0            0
##   Chrysler                                     0     3     0            0
##   Dodge                                        0     3     0            0
##   Ferrari                                      0     3     0            0
##   FIAT                                         0     1     0            0
##   Ford                                         2    37     0            1
##   Genesis                                      0     6     0            0
##   GMC                                          0     9     0            0
##   Honda                                        0     3     0            0
##   Hyundai                                      0    18     0            0
##   INFINITI                                     0     9     0            0
##   Jaguar                                       0     7     0            0
##   Jeep                                         0    26     0            0
##   Karma                                        0     0     0            0
##   Kia                                          0     9     0            0
##   Lamborghini                                  0     3     0            0
##   Land                                         0    10     0            0
##   Lexus                                        0    11     0            0
##   Lincoln                                      0     7     0            0
##   Lotus                                        0     0     0            0
##   Lucid                                        0     1     0            0
##   Maserati                                     0     5     0            0
##   Mazda                                        0     8     0            0
##   McLaren                                      0     0     0            0
##   Mercedes-Benz                                0    40     1            0
##   MINI                                         0     5     0            0
##   Mitsubishi                                   0     1     0            0
##   Nissan                                       0    11     0            0
##   Polestar                                     0     1     0            0
##   Porsche                                      0    14     0            0
##   RAM                                          0    12     1            0
##   Rivian                                       0     3     0            0
##   Rolls-Royce                                  0     0     0            0
##   Subaru                                       0     6     0            0
##   Tesla                                        0     6     0            0
##   Toyota                                       0    21     0            0
##   Volkswagen                                   0    12     0            0
##   Volvo                                        0     4     0            0
##                
##                 Black Clearcoat Black Forest Green Black Noir Pearl
##   Acura                       0                  0                0
##   Alfa                        0                  0                0
##   Aston                       0                  0                0
##   Audi                        0                  0                0
##   Bentley                     0                  0                0
##   BMW                         0                  0                0
##   Buick                       0                  0                0
##   Cadillac                    0                  0                0
##   Chevrolet                   0                  0                0
##   Chrysler                    0                  0                0
##   Dodge                       0                  0                0
##   Ferrari                     0                  0                0
##   FIAT                        0                  0                0
##   Ford                        0                  0                0
##   Genesis                     0                  0                0
##   GMC                         0                  0                0
##   Honda                       1                  0                0
##   Hyundai                     0                  1                0
##   INFINITI                    0                  0                0
##   Jaguar                      0                  0                0
##   Jeep                        0                  0                0
##   Karma                       0                  0                0
##   Kia                         0                  0                0
##   Lamborghini                 0                  0                0
##   Land                        0                  0                0
##   Lexus                       0                  0                0
##   Lincoln                     0                  0                0
##   Lotus                       0                  0                0
##   Lucid                       0                  0                0
##   Maserati                    0                  0                0
##   Mazda                       0                  0                1
##   McLaren                     0                  0                0
##   Mercedes-Benz               1                  0                0
##   MINI                        0                  0                0
##   Mitsubishi                  0                  0                0
##   Nissan                      2                  0                0
##   Polestar                    0                  0                0
##   Porsche                     0                  0                0
##   RAM                         0                  0                0
##   Rivian                      0                  0                0
##   Rolls-Royce                 0                  0                0
##   Subaru                      0                  0                0
##   Tesla                       0                  0                0
##   Toyota                      0                  0                0
##   Volkswagen                  0                  0                0
##   Volvo                       0                  0                0
##                
##                 Black Obsidian Black Raven Black Sapphire Metallic Blu
##   Acura                      0           0                       0   0
##   Alfa                       0           0                       0   0
##   Aston                      0           0                       0   0
##   Audi                       0           0                       0   1
##   Bentley                    0           0                       0   0
##   BMW                        0           0                       1   0
##   Buick                      0           0                       0   0
##   Cadillac                   0           0                       0   0
##   Chevrolet                  0           0                       0   0
##   Chrysler                   0           0                       0   0
##   Dodge                      0           0                       0   0
##   Ferrari                    0           0                       0   0
##   FIAT                       0           0                       0   0
##   Ford                       1           0                       1   1
##   Genesis                    0           1                       0   0
##   GMC                        0           1                       0   0
##   Honda                      0           0                       0   0
##   Hyundai                    0           0                       0   0
##   INFINITI                   0           0                       0   0
##   Jaguar                     0           0                       0   0
##   Jeep                       0           0                       0   0
##   Karma                      0           0                       0   0
##   Kia                        0           0                       0   0
##   Lamborghini                0           0                       0   0
##   Land                       0           0                       0   0
##   Lexus                      0           0                       0   1
##   Lincoln                    0           0                       0   0
##   Lotus                      0           0                       0   0
##   Lucid                      0           0                       0   0
##   Maserati                   0           0                       0   0
##   Mazda                      0           0                       0   0
##   McLaren                    0           0                       0   0
##   Mercedes-Benz              0           0                       0   0
##   MINI                       0           0                       0   0
##   Mitsubishi                 0           0                       0   0
##   Nissan                     0           0                       0   0
##   Polestar                   0           0                       0   0
##   Porsche                    0           0                       0   0
##   RAM                        0           0                       0   0
##   Rivian                     1           0                       0   0
##   Rolls-Royce                0           0                       0   0
##   Subaru                     0           0                       0   0
##   Tesla                      0           0                       0   0
##   Toyota                     0           0                       1   0
##   Volkswagen                 0           0                       0   0
##   Volvo                      0           0                       0   0
##                
##                 BLU ELEOS Blue BLUE Blue Caelum Blue Metallic Blue Reflex Mica
##   Acura                 0    3    0           0             0                0
##   Alfa                  0    0    0           0             0                0
##   Aston                 0    0    0           0             0                0
##   Audi                  0   10    0           0             0                0
##   Bentley               0    4    0           0             0                0
##   BMW                   0   22    1           0             1                1
##   Buick                 0    1    0           1             0                0
##   Cadillac              0    4    0           0             0                0
##   Chevrolet             0   15    0           0             0                0
##   Chrysler              0    2    0           0             0                0
##   Dodge                 0    1    0           0             0                0
##   Ferrari               0    0    0           0             0                0
##   FIAT                  0    0    0           0             0                0
##   Ford                  0   17    0           0             0                0
##   Genesis               0    5    0           0             0                0
##   GMC                   0    3    0           0             0                0
##   Honda                 0    1    0           0             0                0
##   Hyundai               0    5    0           0             0                0
##   INFINITI              0    2    0           0             0                0
##   Jaguar                0    1    0           0             0                0
##   Jeep                  0    6    0           0             0                0
##   Karma                 0    0    0           0             0                0
##   Kia                   0    5    0           0             0                0
##   Lamborghini           0    1    0           0             0                0
##   Land                  0    2    0           0             0                0
##   Lexus                 0    7    0           0             0                0
##   Lincoln               0    1    0           0             0                0
##   Lotus                 0    0    0           0             0                0
##   Lucid                 0    0    0           0             0                0
##   Maserati              0    3    0           0             0                0
##   Mazda                 0    2    0           0             0                0
##   McLaren               0    0    0           0             0                0
##   Mercedes-Benz         0   16    0           0             0                0
##   MINI                  0    1    0           0             0                0
##   Mitsubishi            0    0    0           0             0                0
##   Nissan                0    2    0           0             0                0
##   Polestar              0    0    0           0             0                0
##   Porsche               1   10    0           0             0                0
##   RAM                   0    8    0           0             0                0
##   Rivian                0    1    0           0             0                0
##   Rolls-Royce           0    0    0           0             0                0
##   Subaru                0    2    0           0             0                0
##   Tesla                 0    6    0           0             0                0
##   Toyota                0    6    0           0             0                0
##   Volkswagen            0    1    0           0             0                0
##   Volvo                 0    3    0           0             0                0
##                
##                 Blueprint Brands Hatch Gray Metallic Bright White Clearcoat
##   Acura                 0                          0                      0
##   Alfa                  0                          0                      0
##   Aston                 0                          0                      0
##   Audi                  0                          0                      2
##   Bentley               0                          0                      0
##   BMW                   0                          1                      1
##   Buick                 0                          0                      0
##   Cadillac              0                          0                      1
##   Chevrolet             0                          0                      1
##   Chrysler              0                          0                      0
##   Dodge                 0                          0                      0
##   Ferrari               0                          0                      0
##   FIAT                  0                          0                      0
##   Ford                  0                          0                      3
##   Genesis               0                          0                      0
##   GMC                   0                          0                      0
##   Honda                 0                          0                      0
##   Hyundai               0                          0                      0
##   INFINITI              0                          0                      0
##   Jaguar                0                          0                      0
##   Jeep                  0                          0                      0
##   Karma                 0                          0                      0
##   Kia                   0                          0                      0
##   Lamborghini           0                          0                      0
##   Land                  0                          0                      0
##   Lexus                 0                          0                      0
##   Lincoln               0                          0                      0
##   Lotus                 0                          0                      0
##   Lucid                 0                          0                      0
##   Maserati              0                          0                      0
##   Mazda                 0                          0                      0
##   McLaren               0                          0                      0
##   Mercedes-Benz         0                          0                      1
##   MINI                  0                          0                      0
##   Mitsubishi            0                          0                      0
##   Nissan                0                          0                      0
##   Polestar              0                          0                      0
##   Porsche               0                          0                      0
##   RAM                   0                          0                      0
##   Rivian                0                          0                      0
##   Rolls-Royce           0                          0                      0
##   Subaru                0                          0                      0
##   Tesla                 0                          0                      0
##   Toyota                0                          0                      0
##   Volkswagen            1                          0                      1
##   Volvo                 0                          0                      1
##                
##                 Brilliant Black Brilliant Silver Metallic Bronze Dune Metallic
##   Acura                       0                         0                    0
##   Alfa                        0                         0                    0
##   Aston                       0                         0                    0
##   Audi                        0                         0                    1
##   Bentley                     0                         0                    0
##   BMW                         0                         0                    0
##   Buick                       0                         0                    0
##   Cadillac                    0                         0                    0
##   Chevrolet                   0                         0                    0
##   Chrysler                    0                         0                    0
##   Dodge                       0                         0                    0
##   Ferrari                     0                         0                    0
##   FIAT                        0                         0                    0
##   Ford                        0                         0                    0
##   Genesis                     0                         0                    0
##   GMC                         0                         0                    0
##   Honda                       0                         0                    0
##   Hyundai                     0                         0                    0
##   INFINITI                    0                         0                    0
##   Jaguar                      0                         0                    0
##   Jeep                        0                         0                    0
##   Karma                       0                         0                    0
##   Kia                         0                         0                    0
##   Lamborghini                 0                         0                    0
##   Land                        1                         0                    0
##   Lexus                       0                         0                    0
##   Lincoln                     0                         0                    0
##   Lotus                       0                         0                    0
##   Lucid                       0                         0                    0
##   Maserati                    0                         0                    0
##   Mazda                       0                         0                    0
##   McLaren                     0                         0                    0
##   Mercedes-Benz               0                         1                    0
##   MINI                        0                         0                    0
##   Mitsubishi                  0                         0                    0
##   Nissan                      0                         0                    0
##   Polestar                    0                         0                    0
##   Porsche                     0                         1                    0
##   RAM                         0                         0                    0
##   Rivian                      0                         0                    0
##   Rolls-Royce                 0                         0                    0
##   Subaru                      0                         0                    0
##   Tesla                       0                         0                    0
##   Toyota                      0                         0                    0
##   Volkswagen                  0                         0                    0
##   Volvo                       0                         0                    0
##                
##                 Brown Cajun Red Tintcoat Carbon Black Metallic
##   Acura             0                  0                     0
##   Alfa              0                  0                     0
##   Aston             0                  0                     0
##   Audi              3                  0                     0
##   Bentley           0                  0                     0
##   BMW               1                  0                     1
##   Buick             0                  0                     0
##   Cadillac          0                  0                     0
##   Chevrolet         1                  0                     0
##   Chrysler          0                  0                     0
##   Dodge             0                  0                     0
##   Ferrari           0                  0                     0
##   FIAT              0                  0                     0
##   Ford              4                  0                     0
##   Genesis           0                  0                     0
##   GMC               0                  0                     0
##   Honda             0                  0                     0
##   Hyundai           1                  0                     0
##   INFINITI          0                  0                     0
##   Jaguar            0                  0                     0
##   Jeep              0                  0                     0
##   Karma             0                  0                     0
##   Kia               1                  0                     0
##   Lamborghini       1                  0                     0
##   Land              0                  0                     0
##   Lexus             1                  0                     0
##   Lincoln           1                  0                     0
##   Lotus             0                  0                     0
##   Lucid             0                  0                     0
##   Maserati          0                  0                     0
##   Mazda             0                  0                     0
##   McLaren           1                  0                     0
##   Mercedes-Benz     0                  1                     0
##   MINI              0                  0                     0
##   Mitsubishi        0                  0                     0
##   Nissan            2                  0                     0
##   Polestar          0                  0                     0
##   Porsche           1                  0                     0
##   RAM               0                  0                     0
##   Rivian            0                  0                     0
##   Rolls-Royce       0                  0                     0
##   Subaru            0                  0                     0
##   Tesla             0                  0                     0
##   Toyota            0                  0                     0
##   Volkswagen        0                  0                     0
##   Volvo             0                  0                     0
##                
##                 Carbonized Gray Metallic Carpathian Grey Premium Metallic
##   Acura                                0                                0
##   Alfa                                 0                                0
##   Aston                                0                                0
##   Audi                                 1                                0
##   Bentley                              0                                0
##   BMW                                  0                                0
##   Buick                                0                                0
##   Cadillac                             0                                0
##   Chevrolet                            0                                0
##   Chrysler                             0                                0
##   Dodge                                0                                0
##   Ferrari                              0                                0
##   FIAT                                 0                                0
##   Ford                                 0                                0
##   Genesis                              0                                0
##   GMC                                  0                                0
##   Honda                                0                                0
##   Hyundai                              0                                0
##   INFINITI                             0                                0
##   Jaguar                               0                                0
##   Jeep                                 0                                0
##   Karma                                0                                0
##   Kia                                  0                                0
##   Lamborghini                          0                                0
##   Land                                 0                                0
##   Lexus                                0                                0
##   Lincoln                              0                                0
##   Lotus                                0                                0
##   Lucid                                0                                0
##   Maserati                             0                                0
##   Mazda                                0                                0
##   McLaren                              0                                0
##   Mercedes-Benz                        0                                1
##   MINI                                 0                                0
##   Mitsubishi                           0                                0
##   Nissan                               0                                0
##   Polestar                             0                                0
##   Porsche                              0                                0
##   RAM                                  0                                0
##   Rivian                               0                                0
##   Rolls-Royce                          0                                0
##   Subaru                               0                                0
##   Tesla                                0                                0
##   Toyota                               0                                0
##   Volkswagen                           0                                0
##   Volvo                                0                                0
##                
##                 Carrara White Metallic Caspian Blue Caviar Cayenne Red Tintcoat
##   Acura                              0            0      0                    0
##   Alfa                               0            0      0                    0
##   Aston                              0            0      0                    0
##   Audi                               0            0      0                    0
##   Bentley                            0            0      0                    0
##   BMW                                0            0      1                    0
##   Buick                              0            0      0                    0
##   Cadillac                           0            0      1                    0
##   Chevrolet                          0            0      0                    0
##   Chrysler                           0            0      0                    0
##   Dodge                              0            0      0                    0
##   Ferrari                            0            0      0                    0
##   FIAT                               0            0      0                    0
##   Ford                               0            0      0                    1
##   Genesis                            0            0      0                    0
##   GMC                                0            0      0                    0
##   Honda                              0            0      0                    0
##   Hyundai                            0            0      0                    0
##   INFINITI                           0            0      0                    0
##   Jaguar                             0            0      0                    0
##   Jeep                               0            0      0                    0
##   Karma                              0            0      0                    0
##   Kia                                0            0      0                    0
##   Lamborghini                        0            0      0                    0
##   Land                               0            0      0                    0
##   Lexus                              0            0      0                    0
##   Lincoln                            0            0      0                    0
##   Lotus                              0            0      0                    0
##   Lucid                              0            0      0                    0
##   Maserati                           0            0      0                    0
##   Mazda                              0            0      0                    0
##   McLaren                            0            0      0                    0
##   Mercedes-Benz                      1            0      0                    0
##   MINI                               0            0      0                    0
##   Mitsubishi                         0            0      0                    0
##   Nissan                             0            1      0                    0
##   Polestar                           0            0      0                    0
##   Porsche                            0            0      0                    0
##   RAM                                0            0      0                    0
##   Rivian                             0            0      0                    0
##   Rolls-Royce                        0            0      0                    0
##   Subaru                             0            0      0                    0
##   Tesla                              0            0      0                    0
##   Toyota                             0            0      0                    0
##   Volkswagen                         0            0      0                    0
##   Volvo                              0            0      0                    0
##                
##                 Chalk Chronos Gray Chronos Gray Metallic Cirrus Silver Metallic
##   Acura             0            0                     0                      0
##   Alfa              0            0                     0                      0
##   Aston             0            0                     0                      0
##   Audi              0            0                     0                      0
##   Bentley           0            0                     0                      0
##   BMW               1            0                     0                      1
##   Buick             0            0                     0                      0
##   Cadillac          0            0                     0                      0
##   Chevrolet         0            0                     0                      0
##   Chrysler          0            0                     0                      0
##   Dodge             0            0                     0                      0
##   Ferrari           0            0                     0                      0
##   FIAT              0            0                     0                      0
##   Ford              0            0                     1                      0
##   Genesis           0            1                     0                      0
##   GMC               0            0                     0                      0
##   Honda             0            0                     0                      0
##   Hyundai           0            0                     0                      0
##   INFINITI          0            0                     0                      0
##   Jaguar            0            0                     0                      0
##   Jeep              0            0                     0                      0
##   Karma             0            0                     0                      0
##   Kia               0            0                     0                      0
##   Lamborghini       0            0                     0                      0
##   Land              0            0                     0                      0
##   Lexus             0            0                     0                      0
##   Lincoln           0            0                     0                      0
##   Lotus             0            0                     0                      0
##   Lucid             0            0                     0                      0
##   Maserati          0            0                     0                      0
##   Mazda             0            0                     0                      0
##   McLaren           0            0                     0                      0
##   Mercedes-Benz     0            0                     0                      0
##   MINI              0            0                     0                      0
##   Mitsubishi        0            0                     0                      0
##   Nissan            0            0                     0                      0
##   Polestar          0            0                     0                      0
##   Porsche           0            0                     0                      0
##   RAM               0            0                     0                      0
##   Rivian            0            0                     0                      0
##   Rolls-Royce       0            0                     0                      0
##   Subaru            0            0                     0                      0
##   Tesla             0            0                     0                      0
##   Toyota            0            0                     0                      0
##   Volkswagen        0            0                     0                      0
##   Volvo             0            0                     0                      0
##                
##                 Cobra Beige Metallic Crimson Red Tintcoat Crystal Black
##   Acura                            0                    0             0
##   Alfa                             0                    0             0
##   Aston                            0                    0             0
##   Audi                             0                    0             1
##   Bentley                          0                    0             0
##   BMW                              1                    0             0
##   Buick                            0                    0             0
##   Cadillac                         0                    0             0
##   Chevrolet                        0                    0             0
##   Chrysler                         0                    0             0
##   Dodge                            0                    0             0
##   Ferrari                          0                    0             0
##   FIAT                             0                    0             0
##   Ford                             0                    0             0
##   Genesis                          0                    0             0
##   GMC                              0                    0             0
##   Honda                            0                    0             0
##   Hyundai                          0                    0             0
##   INFINITI                         0                    0             0
##   Jaguar                           0                    0             0
##   Jeep                             0                    0             0
##   Karma                            0                    0             0
##   Kia                              0                    0             0
##   Lamborghini                      0                    0             0
##   Land                             0                    0             0
##   Lexus                            0                    0             0
##   Lincoln                          0                    0             0
##   Lotus                            0                    0             0
##   Lucid                            0                    0             0
##   Maserati                         0                    0             0
##   Mazda                            0                    0             0
##   McLaren                          0                    0             0
##   Mercedes-Benz                    0                    1             0
##   MINI                             0                    0             0
##   Mitsubishi                       0                    0             0
##   Nissan                           0                    0             0
##   Polestar                         0                    0             0
##   Porsche                          0                    0             0
##   RAM                              0                    0             0
##   Rivian                           0                    0             0
##   Rolls-Royce                      0                    0             0
##   Subaru                           0                    0             0
##   Tesla                            0                    0             0
##   Toyota                           0                    0             0
##   Volkswagen                       0                    0             0
##   Volvo                            0                    0             0
##                
##                 Crystal Black Silica Crystal White Pearl Dark Ash Metallic
##   Acura                            0                   0                 0
##   Alfa                             0                   0                 0
##   Aston                            0                   0                 0
##   Audi                             0                   0                 0
##   Bentley                          0                   0                 0
##   BMW                              1                   0                 0
##   Buick                            0                   0                 0
##   Cadillac                         0                   0                 0
##   Chevrolet                        0                   0                 0
##   Chrysler                         0                   0                 0
##   Dodge                            0                   0                 0
##   Ferrari                          0                   0                 0
##   FIAT                             0                   0                 0
##   Ford                             0                   0                 0
##   Genesis                          0                   0                 0
##   GMC                              0                   0                 0
##   Honda                            0                   0                 0
##   Hyundai                          0                   0                 0
##   INFINITI                         0                   0                 0
##   Jaguar                           0                   0                 0
##   Jeep                             0                   0                 0
##   Karma                            0                   0                 0
##   Kia                              0                   0                 1
##   Lamborghini                      0                   0                 0
##   Land                             0                   0                 0
##   Lexus                            0                   0                 0
##   Lincoln                          0                   0                 0
##   Lotus                            0                   0                 0
##   Lucid                            0                   0                 0
##   Maserati                         0                   0                 0
##   Mazda                            0                   0                 0
##   McLaren                          0                   0                 0
##   Mercedes-Benz                    0                   1                 0
##   MINI                             0                   0                 0
##   Mitsubishi                       0                   0                 0
##   Nissan                           0                   0                 0
##   Polestar                         0                   0                 0
##   Porsche                          0                   0                 0
##   RAM                              0                   0                 0
##   Rivian                           0                   0                 0
##   Rolls-Royce                      0                   0                 0
##   Subaru                           0                   0                 0
##   Tesla                            0                   0                 0
##   Toyota                           1                   0                 0
##   Volkswagen                       0                   0                 0
##   Volvo                            0                   0                 0
##                
##                 Dark Graphite Metallic Dark Matter Metallic
##   Acura                              0                    1
##   Alfa                               0                    0
##   Aston                              0                    0
##   Audi                               0                    0
##   Bentley                            0                    0
##   BMW                                0                    1
##   Buick                              0                    0
##   Cadillac                           0                    0
##   Chevrolet                          0                    0
##   Chrysler                           0                    0
##   Dodge                              0                    0
##   Ferrari                            0                    0
##   FIAT                               0                    0
##   Ford                               0                    0
##   Genesis                            0                    0
##   GMC                                0                    0
##   Honda                              0                    0
##   Hyundai                            0                    0
##   INFINITI                           0                    0
##   Jaguar                             0                    0
##   Jeep                               1                    0
##   Karma                              0                    0
##   Kia                                0                    0
##   Lamborghini                        0                    0
##   Land                               0                    0
##   Lexus                              0                    0
##   Lincoln                            0                    0
##   Lotus                              0                    0
##   Lucid                              0                    0
##   Maserati                           0                    0
##   Mazda                              0                    0
##   McLaren                            0                    0
##   Mercedes-Benz                      0                    0
##   MINI                               0                    0
##   Mitsubishi                         0                    0
##   Nissan                             0                    0
##   Polestar                           0                    0
##   Porsche                            0                    0
##   RAM                                0                    0
##   Rivian                             0                    0
##   Rolls-Royce                        0                    0
##   Subaru                             0                    0
##   Tesla                              0                    0
##   Toyota                             0                    0
##   Volkswagen                         0                    0
##   Volvo                              0                    0
##                
##                 Dark Moon Blue Metallic Dark Moss Dark Sapphire
##   Acura                               0         0             0
##   Alfa                                0         0             0
##   Aston                               0         0             0
##   Audi                                0         0             0
##   Bentley                             0         0             0
##   BMW                                 0         0             0
##   Buick                               0         0             0
##   Cadillac                            0         0             0
##   Chevrolet                           0         0             0
##   Chrysler                            0         0             0
##   Dodge                               0         0             0
##   Ferrari                             0         0             0
##   FIAT                                0         0             0
##   Ford                                0         0             0
##   Genesis                             0         0             0
##   GMC                                 0         0             0
##   Honda                               0         0             0
##   Hyundai                             0         0             0
##   INFINITI                            0         0             0
##   Jaguar                              0         0             0
##   Jeep                                0         0             0
##   Karma                               0         0             0
##   Kia                                 1         0             0
##   Lamborghini                         0         0             0
##   Land                                0         0             0
##   Lexus                               0         0             0
##   Lincoln                             0         0             0
##   Lotus                               0         0             0
##   Lucid                               0         0             0
##   Maserati                            0         0             0
##   Mazda                               0         0             0
##   McLaren                             0         0             0
##   Mercedes-Benz                       0         0             0
##   MINI                                0         0             0
##   Mitsubishi                          0         0             0
##   Nissan                              0         0             0
##   Polestar                            0         0             0
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##                
##                 Daytona Gray Pearl Effect w/ Black Roof Dazzling White
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##                 DB Black Clearcoat Deep Black Pearl Effect
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##                 Deep Crystal Blue Mica Delmonico Red Pearlcoat
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##                
##                 designo Diamond White designo Diamond White Metallic
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##                 Designo Magno Matte Diamond Black Diamond White
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##                
##                 Donington Grey Metallic Ebony Black Ebony Twilight Metallic
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##                
##                 Eiger Grey Eiger Grey Metallic Emerald Green Metallic
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##                
##                 Firecracker Red Clearcoat Firenze Red Firenze Red Metallic
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##                
##                 Flame Red Clearcoat Florett Silver Fountain Blue
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##                
##                 Frozen Dark Silver Metallic Fuji White Garnet Red Metallic
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##                
##                 Gentian Blue Metallic Glacial White Pearl Glacier Glacier White
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##                
##                 Glacier White Metallic Go Mango! Gold Granite
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##                
##                 Granite Crystal Clearcoat Metallic
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##                
##                 Granite Crystal Metallic Clearcoat Graphite Grey Metallic Gray
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##                
##                 Green Grigio Nimbus Gun Metallic Hampton Gray Horizon Blue
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##                
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##                
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##                
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##                
##                 Kemora Gray Metallic Kodiak Brown Metallic Liquid Platinum
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##                
##                 Lunar Silver Metallic Lunare White Metallic
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##                
##                 Machine Gray Metallic Magnetic Black Magnetic Gray Clearcoat
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##                
##                 Magnetic Metallic Magnetite Black Metallic Majestic Black Pearl
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##                
##                 Majestic Plum Metallic Manhattan Noir Metallic
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##                
##                 MANUFAKTUR Diamond White Bright Maroon Matador Red Metallic
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##   Buick                                       0      0                    0
##   Cadillac                                    0      1                    0
##   Chevrolet                                   0      0                    0
##   Chrysler                                    0      0                    0
##   Dodge                                       0      0                    0
##   Ferrari                                     0      0                    1
##   FIAT                                        0      0                    0
##   Ford                                        0      0                    0
##   Genesis                                     0      0                    0
##   GMC                                         0      0                    0
##   Honda                                       0      0                    0
##   Hyundai                                     0      0                    0
##   INFINITI                                    0      0                    0
##   Jaguar                                      0      0                    0
##   Jeep                                        0      0                    0
##   Karma                                       0      0                    0
##   Kia                                         0      0                    0
##   Lamborghini                                 0      0                    0
##   Land                                        0      0                    0
##   Lexus                                       0      0                    0
##   Lincoln                                     1      0                    0
##   Lotus                                       0      0                    0
##   Lucid                                       0      0                    0
##   Maserati                                    0      0                    0
##   Mazda                                       0      0                    0
##   McLaren                                     0      0                    0
##   Mercedes-Benz                               0      0                    0
##   MINI                                        0      0                    0
##   Mitsubishi                                  0      0                    0
##   Nissan                                      0      0                    0
##   Polestar                                    0      0                    0
##   Porsche                                     0      0                    0
##   RAM                                         0      0                    0
##   Rivian                                      0      0                    0
##   Rolls-Royce                                 0      0                    0
##   Subaru                                      0      0                    0
##   Tesla                                       0      0                    0
##   Toyota                                      0      0                    0
##   Volkswagen                                  0      0                    0
##   Volvo                                       0      0                    0
##                
##                 Matador Red Mica Matte White Maximum Steel Metallic Metallic
##   Acura                        0           0                      0        0
##   Alfa                         0           0                      0        0
##   Aston                        0           0                      0        0
##   Audi                         0           0                      0        1
##   Bentley                      0           0                      0        0
##   BMW                          0           0                      0        0
##   Buick                        0           0                      0        0
##   Cadillac                     0           0                      0        0
##   Chevrolet                    0           1                      0        0
##   Chrysler                     0           0                      0        0
##   Dodge                        0           0                      0        0
##   Ferrari                      0           0                      0        0
##   FIAT                         0           0                      0        0
##   Ford                         0           0                      0        0
##   Genesis                      0           0                      0        0
##   GMC                          0           0                      0        0
##   Honda                        0           0                      0        0
##   Hyundai                      0           0                      0        0
##   INFINITI                     0           0                      0        0
##   Jaguar                       0           0                      1        0
##   Jeep                         0           0                      0        0
##   Karma                        0           0                      0        0
##   Kia                          0           0                      0        0
##   Lamborghini                  0           0                      0        0
##   Land                         0           0                      0        0
##   Lexus                        0           0                      0        0
##   Lincoln                      0           0                      0        0
##   Lotus                        0           0                      0        0
##   Lucid                        0           0                      0        0
##   Maserati                     0           0                      0        0
##   Mazda                        0           0                      0        0
##   McLaren                      0           0                      0        0
##   Mercedes-Benz                0           0                      0        0
##   MINI                         0           0                      0        0
##   Mitsubishi                   0           0                      0        0
##   Nissan                       0           0                      0        0
##   Polestar                     0           0                      0        0
##   Porsche                      0           0                      0        0
##   RAM                          0           0                      0        0
##   Rivian                       0           0                      0        0
##   Rolls-Royce                  0           0                      0        0
##   Subaru                       0           0                      0        0
##   Tesla                        0           0                      0        0
##   Toyota                       0           0                      0        0
##   Volkswagen                   1           0                      0        0
##   Volvo                        0           0                      0        0
##                
##                 Midnight Black Midnight Black Metallic Midnight Blue Metallic
##   Acura                      0                       0                      1
##   Alfa                       0                       0                      0
##   Aston                      0                       0                      0
##   Audi                       0                       0                      0
##   Bentley                    0                       0                      0
##   BMW                        1                       0                      0
##   Buick                      0                       0                      0
##   Cadillac                   0                       1                      0
##   Chevrolet                  0                       0                      0
##   Chrysler                   0                       0                      0
##   Dodge                      0                       0                      0
##   Ferrari                    0                       0                      0
##   FIAT                       0                       0                      0
##   Ford                       1                       1                      0
##   Genesis                    0                       1                      0
##   GMC                        0                       0                      0
##   Honda                      0                       0                      0
##   Hyundai                    0                       0                      0
##   INFINITI                   0                       0                      0
##   Jaguar                     0                       0                      0
##   Jeep                       0                       0                      0
##   Karma                      0                       0                      0
##   Kia                        0                       1                      0
##   Lamborghini                0                       0                      0
##   Land                       0                       0                      0
##   Lexus                      0                       0                      0
##   Lincoln                    0                       0                      0
##   Lotus                      0                       0                      0
##   Lucid                      0                       0                      0
##   Maserati                   0                       0                      0
##   Mazda                      0                       0                      0
##   McLaren                    0                       0                      0
##   Mercedes-Benz              0                       1                      0
##   MINI                       0                       0                      0
##   Mitsubishi                 0                       0                      0
##   Nissan                     0                       1                      0
##   Polestar                   0                       0                      0
##   Porsche                    0                       0                      0
##   RAM                        0                       0                      0
##   Rivian                     0                       0                      0
##   Rolls-Royce                0                       0                      0
##   Subaru                     0                       0                      0
##   Tesla                      0                       0                      0
##   Toyota                     0                       0                      0
##   Volkswagen                 0                       0                      0
##   Volvo                      0                       0                      0
##                
##                 Mineral White Moonlight Cloud Mosaic Black Metallic
##   Acura                     0               0                     0
##   Alfa                      0               0                     0
##   Aston                     0               0                     0
##   Audi                      0               0                     0
##   Bentley                   0               0                     0
##   BMW                       0               0                     0
##   Buick                     0               0                     0
##   Cadillac                  0               0                     0
##   Chevrolet                 0               0                     0
##   Chrysler                  0               0                     0
##   Dodge                     0               0                     0
##   Ferrari                   0               0                     0
##   FIAT                      0               0                     0
##   Ford                      0               0                     0
##   Genesis                   0               0                     0
##   GMC                       0               0                     0
##   Honda                     0               0                     0
##   Hyundai                   0               1                     0
##   INFINITI                  0               0                     0
##   Jaguar                    0               0                     0
##   Jeep                      0               0                     0
##   Karma                     0               0                     0
##   Kia                       0               0                     1
##   Lamborghini               0               0                     0
##   Land                      0               0                     1
##   Lexus                     0               0                     0
##   Lincoln                   0               0                     0
##   Lotus                     0               0                     0
##   Lucid                     0               0                     0
##   Maserati                  0               0                     0
##   Mazda                     0               0                     0
##   McLaren                   0               0                     0
##   Mercedes-Benz             1               0                     1
##   MINI                      0               0                     0
##   Mitsubishi                0               0                     0
##   Nissan                    0               0                     0
##   Polestar                  0               0                     0
##   Porsche                   0               0                     0
##   RAM                       0               0                     0
##   Rivian                    0               0                     0
##   Rolls-Royce               0               0                     0
##   Subaru                    0               0                     0
##   Tesla                     0               0                     0
##   Toyota                    0               0                     0
##   Volkswagen                0               0                     0
##   Volvo                     0               0                     0
##                
##                 Mountain Air Metallic Mythos Black Mythos Black Metallic
##   Acura                             0            0                     0
##   Alfa                              0            0                     0
##   Aston                             0            0                     1
##   Audi                              0            0                     1
##   Bentley                           0            0                     0
##   BMW                               0            0                     0
##   Buick                             0            0                     0
##   Cadillac                          0            0                     0
##   Chevrolet                         0            1                     0
##   Chrysler                          0            0                     0
##   Dodge                             0            0                     0
##   Ferrari                           0            0                     0
##   FIAT                              0            0                     0
##   Ford                              0            1                     0
##   Genesis                           0            0                     0
##   GMC                               0            0                     0
##   Honda                             1            0                     0
##   Hyundai                           0            0                     0
##   INFINITI                          0            0                     0
##   Jaguar                            0            0                     0
##   Jeep                              0            0                     0
##   Karma                             0            0                     0
##   Kia                               0            0                     0
##   Lamborghini                       0            0                     0
##   Land                              0            0                     0
##   Lexus                             0            0                     1
##   Lincoln                           0            0                     0
##   Lotus                             0            0                     0
##   Lucid                             0            0                     0
##   Maserati                          0            0                     0
##   Mazda                             0            0                     0
##   McLaren                           0            0                     0
##   Mercedes-Benz                     0            0                     0
##   MINI                              0            0                     0
##   Mitsubishi                        0            0                     1
##   Nissan                            0            1                     0
##   Polestar                          0            0                     0
##   Porsche                           0            0                     0
##   RAM                               0            0                     1
##   Rivian                            0            0                     0
##   Rolls-Royce                       0            0                     0
##   Subaru                            0            0                     0
##   Tesla                             0            0                     0
##   Toyota                            0            0                     1
##   Volkswagen                        0            0                     0
##   Volvo                             0            0                     0
##                
##                 Navarra Blue Navarra Blue Metallic Navarre Blue
##   Acura                    0                     0            0
##   Alfa                     0                     0            0
##   Aston                    0                     0            0
##   Audi                     0                     0            0
##   Bentley                  0                     0            0
##   BMW                      0                     0            0
##   Buick                    0                     0            0
##   Cadillac                 0                     0            0
##   Chevrolet                0                     0            0
##   Chrysler                 0                     0            0
##   Dodge                    0                     0            0
##   Ferrari                  0                     0            0
##   FIAT                     0                     0            0
##   Ford                     0                     0            1
##   Genesis                  0                     0            0
##   GMC                      0                     0            0
##   Honda                    0                     0            0
##   Hyundai                  0                     0            0
##   INFINITI                 0                     0            0
##   Jaguar                   0                     0            0
##   Jeep                     0                     0            0
##   Karma                    0                     0            0
##   Kia                      0                     0            0
##   Lamborghini              0                     0            0
##   Land                     0                     0            0
##   Lexus                    0                     0            0
##   Lincoln                  0                     0            0
##   Lotus                    0                     0            0
##   Lucid                    0                     0            0
##   Maserati                 0                     0            0
##   Mazda                    0                     1            0
##   McLaren                  0                     0            0
##   Mercedes-Benz            0                     0            0
##   MINI                     0                     0            0
##   Mitsubishi               0                     0            0
##   Nissan                   0                     0            0
##   Polestar                 0                     0            0
##   Porsche                  0                     0            0
##   RAM                      0                     0            0
##   Rivian                   1                     0            0
##   Rolls-Royce              0                     0            0
##   Subaru                   0                     0            0
##   Tesla                    0                     0            0
##   Toyota                   0                     0            0
##   Volkswagen               0                     0            0
##   Volvo                    0                     0            0
##                
##                 Nebula Gray Pearl Nero Daytona Nero Noctis Nightfall Mica
##   Acura                         0            1           0              0
##   Alfa                          0            0           0              0
##   Aston                         0            0           0              0
##   Audi                          0            0           0              0
##   Bentley                       0            0           1              0
##   BMW                           0            0           0              0
##   Buick                         0            0           0              0
##   Cadillac                      0            0           0              0
##   Chevrolet                     0            0           0              0
##   Chrysler                      0            0           0              0
##   Dodge                         0            0           0              0
##   Ferrari                       0            0           0              0
##   FIAT                          0            0           0              0
##   Ford                          0            0           0              0
##   Genesis                       0            0           0              1
##   GMC                           0            0           0              0
##   Honda                         0            0           0              0
##   Hyundai                       0            0           0              0
##   INFINITI                      0            0           0              0
##   Jaguar                        0            0           0              0
##   Jeep                          0            0           0              0
##   Karma                         0            0           0              0
##   Kia                           0            0           0              0
##   Lamborghini                   0            0           0              0
##   Land                          0            0           0              0
##   Lexus                         0            0           0              0
##   Lincoln                       0            0           0              0
##   Lotus                         0            0           0              0
##   Lucid                         0            0           0              0
##   Maserati                      1            0           0              0
##   Mazda                         0            0           0              0
##   McLaren                       0            0           0              0
##   Mercedes-Benz                 0            0           0              0
##   MINI                          0            0           0              0
##   Mitsubishi                    0            0           0              0
##   Nissan                        0            0           0              0
##   Polestar                      0            0           0              0
##   Porsche                       0            0           0              0
##   RAM                           0            0           0              0
##   Rivian                        0            0           0              0
##   Rolls-Royce                   0            0           0              0
##   Subaru                        0            0           0              0
##   Tesla                         0            0           0              0
##   Toyota                        1            0           0              0
##   Volkswagen                    0            0           0              0
##   Volvo                         0            0           0              0
##                
##                 Northsky Blue Metallic Obsidian Obsidian Black Metallic
##   Acura                              1        0                       0
##   Alfa                               0        0                       0
##   Aston                              0        0                       0
##   Audi                               0        0                       0
##   Bentley                            0        0                       0
##   BMW                                0        0                       0
##   Buick                              0        0                       0
##   Cadillac                           0        0                       0
##   Chevrolet                          0        0                       1
##   Chrysler                           0        0                       0
##   Dodge                              0        0                       0
##   Ferrari                            0        0                       0
##   FIAT                               0        0                       0
##   Ford                               0        0                       0
##   Genesis                            0        0                       0
##   GMC                                0        0                       0
##   Honda                              0        0                       0
##   Hyundai                            0        1                       0
##   INFINITI                           0        0                       0
##   Jaguar                             0        0                       0
##   Jeep                               0        0                       0
##   Karma                              0        0                       0
##   Kia                                0        0                       0
##   Lamborghini                        0        0                       0
##   Land                               0        0                       0
##   Lexus                              0        0                       0
##   Lincoln                            0        0                       0
##   Lotus                              0        0                       0
##   Lucid                              0        0                       0
##   Maserati                           0        0                       0
##   Mazda                              0        0                       0
##   McLaren                            0        0                       0
##   Mercedes-Benz                      0        0                       0
##   MINI                               0        0                       0
##   Mitsubishi                         0        0                       0
##   Nissan                             0        0                       1
##   Polestar                           0        0                       0
##   Porsche                            0        0                       0
##   RAM                                0        0                       0
##   Rivian                             0        0                       0
##   Rolls-Royce                        0        0                       0
##   Subaru                             0        0                       0
##   Tesla                              0        0                       0
##   Toyota                             0        0                       0
##   Volkswagen                         0        0                       0
##   Volvo                              0        0                       0
##                
##                 Octane Red Pearlcoat Onyx Onyx Black Orange Orca Black Metallic
##   Acura                            0    0          0      0                   0
##   Alfa                             0    0          0      0                   0
##   Aston                            0    0          0      0                   0
##   Audi                             0    0          0      2                   0
##   Bentley                          0    0          0      0                   0
##   BMW                              0    0          1      1                   0
##   Buick                            0    0          0      0                   0
##   Cadillac                         0    0          0      1                   0
##   Chevrolet                        0    0          0      0                   0
##   Chrysler                         0    0          0      0                   0
##   Dodge                            0    0          0      0                   0
##   Ferrari                          0    0          0      0                   0
##   FIAT                             0    0          0      0                   0
##   Ford                             0    0          0      1                   0
##   Genesis                          0    0          0      0                   0
##   GMC                              0    0          0      0                   0
##   Honda                            0    0          0      0                   0
##   Hyundai                          0    0          0      0                   0
##   INFINITI                         1    1          0      0                   0
##   Jaguar                           0    0          0      0                   0
##   Jeep                             0    0          1      1                   0
##   Karma                            0    0          0      0                   0
##   Kia                              0    0          0      0                   0
##   Lamborghini                      0    0          0      0                   0
##   Land                             0    0          0      1                   0
##   Lexus                            0    0          0      2                   0
##   Lincoln                          0    0          0      0                   0
##   Lotus                            0    0          0      1                   0
##   Lucid                            0    0          0      0                   0
##   Maserati                         0    0          0      0                   0
##   Mazda                            0    0          0      0                   0
##   McLaren                          0    0          0      0                   0
##   Mercedes-Benz                    0    0          0      1                   0
##   MINI                             0    0          0      0                   0
##   Mitsubishi                       0    0          0      0                   0
##   Nissan                           0    0          0      0                   0
##   Polestar                         0    0          0      0                   0
##   Porsche                          0    0          0      1                   0
##   RAM                              0    0          1      1                   1
##   Rivian                           0    0          0      0                   0
##   Rolls-Royce                      0    0          0      1                   0
##   Subaru                           0    0          0      0                   0
##   Tesla                            0    0          0      0                   0
##   Toyota                           0    0          0      0                   0
##   Volkswagen                       0    0          0      0                   0
##   Volvo                            0    0          0      0                   0
##                
##                 Oryx White Prl Oxford White Pacific Blue Pacific Blue Metallic
##   Acura                      0            0            0                     0
##   Alfa                       0            0            0                     1
##   Aston                      0            0            0                     0
##   Audi                       0            1            0                     0
##   Bentley                    0            0            0                     0
##   BMW                        0            1            0                     0
##   Buick                      0            0            0                     0
##   Cadillac                   0            0            0                     0
##   Chevrolet                  0            0            0                     0
##   Chrysler                   0            0            0                     0
##   Dodge                      0            0            0                     0
##   Ferrari                    0            0            0                     0
##   FIAT                       0            0            0                     0
##   Ford                       1            0            0                     0
##   Genesis                    0            0            0                     1
##   GMC                        0            0            0                     0
##   Honda                      0            0            0                     0
##   Hyundai                    0            0            0                     0
##   INFINITI                   0            0            0                     0
##   Jaguar                     0            0            0                     0
##   Jeep                       0            0            0                     0
##   Karma                      0            0            0                     0
##   Kia                        0            0            0                     0
##   Lamborghini                0            0            0                     0
##   Land                       0            0            0                     0
##   Lexus                      0            1            0                     0
##   Lincoln                    0            0            0                     0
##   Lotus                      0            0            0                     0
##   Lucid                      0            0            0                     0
##   Maserati                   0            0            0                     0
##   Mazda                      0            0            0                     0
##   McLaren                    0            0            0                     0
##   Mercedes-Benz              0            2            1                     0
##   MINI                       0            0            0                     0
##   Mitsubishi                 0            0            0                     0
##   Nissan                     0            0            0                     0
##   Polestar                   0            0            0                     0
##   Porsche                    0            0            0                     0
##   RAM                        0            0            0                     0
##   Rivian                     0            0            0                     0
##   Rolls-Royce                0            0            0                     0
##   Subaru                     0            0            0                     0
##   Tesla                      0            0            0                     0
##   Toyota                     0            1            0                     0
##   Volkswagen                 0            0            0                     0
##   Volvo                      0            0            0                     0
##                
##                 Passion Red Patriot Blue Pearlcoat Pearl White Phantom Black
##   Acura                   0                      0           0             0
##   Alfa                    0                      0           0             0
##   Aston                   0                      0           0             0
##   Audi                    0                      1           0             0
##   Bentley                 0                      0           0             0
##   BMW                     0                      0           0             1
##   Buick                   0                      0           0             0
##   Cadillac                0                      0           0             0
##   Chevrolet               0                      0           0             0
##   Chrysler                0                      0           0             0
##   Dodge                   0                      0           0             0
##   Ferrari                 0                      0           0             0
##   FIAT                    0                      0           0             0
##   Ford                    0                      0           0             0
##   Genesis                 0                      0           0             0
##   GMC                     0                      0           0             0
##   Honda                   0                      0           0             0
##   Hyundai                 0                      0           1             0
##   INFINITI                0                      0           0             0
##   Jaguar                  0                      0           0             0
##   Jeep                    0                      0           0             0
##   Karma                   0                      0           0             0
##   Kia                     0                      0           0             0
##   Lamborghini             0                      0           0             0
##   Land                    0                      0           0             0
##   Lexus                   0                      0           0             0
##   Lincoln                 0                      0           0             0
##   Lotus                   0                      0           0             0
##   Lucid                   0                      0           0             0
##   Maserati                0                      0           0             0
##   Mazda                   0                      0           0             0
##   McLaren                 0                      0           0             0
##   Mercedes-Benz           0                      1           0             0
##   MINI                    0                      0           0             0
##   Mitsubishi              0                      0           0             0
##   Nissan                  0                      0           0             0
##   Polestar                0                      0           0             0
##   Porsche                 0                      0           0             0
##   RAM                     0                      0           0             0
##   Rivian                  0                      0           0             0
##   Rolls-Royce             0                      0           0             0
##   Subaru                  0                      0           0             0
##   Tesla                   1                      0           0             0
##   Toyota                  0                      0           0             0
##   Volkswagen              0                      0           0             0
##   Volvo                   0                      0           0             0
##                
##                 Phytonic Blue Metallic Pink Platinum Quartz Metallic
##   Acura                              0    0                        0
##   Alfa                               0    0                        0
##   Aston                              0    0                        0
##   Audi                               0    0                        0
##   Bentley                            0    0                        0
##   BMW                                0    0                        0
##   Buick                              0    0                        0
##   Cadillac                           0    0                        0
##   Chevrolet                          0    0                        0
##   Chrysler                           0    0                        0
##   Dodge                              0    0                        0
##   Ferrari                            0    0                        0
##   FIAT                               0    0                        0
##   Ford                               0    0                        0
##   Genesis                            0    0                        0
##   GMC                                1    0                        0
##   Honda                              0    0                        0
##   Hyundai                            0    0                        0
##   INFINITI                           0    0                        0
##   Jaguar                             0    0                        0
##   Jeep                               0    0                        0
##   Karma                              0    0                        0
##   Kia                                0    1                        0
##   Lamborghini                        0    0                        0
##   Land                               0    0                        0
##   Lexus                              0    0                        0
##   Lincoln                            0    0                        0
##   Lotus                              0    0                        0
##   Lucid                              0    0                        0
##   Maserati                           0    0                        0
##   Mazda                              0    0                        0
##   McLaren                            0    0                        0
##   Mercedes-Benz                      0    0                        0
##   MINI                               0    0                        0
##   Mitsubishi                         0    0                        0
##   Nissan                             0    0                        0
##   Polestar                           0    0                        0
##   Porsche                            0    0                        0
##   RAM                                1    0                        0
##   Rivian                             0    0                        0
##   Rolls-Royce                        0    0                        0
##   Subaru                             0    0                        0
##   Tesla                              0    0                        0
##   Toyota                             0    0                        1
##   Volkswagen                         0    0                        0
##   Volvo                              0    0                        0
##                
##                 Platinum White Pearl Polymetal Gray Metallic
##   Acura                            0                       0
##   Alfa                             0                       0
##   Aston                            0                       0
##   Audi                             0                       0
##   Bentley                          0                       0
##   BMW                              1                       0
##   Buick                            0                       0
##   Cadillac                         0                       0
##   Chevrolet                        1                       0
##   Chrysler                         0                       0
##   Dodge                            0                       0
##   Ferrari                          0                       0
##   FIAT                             0                       0
##   Ford                             0                       0
##   Genesis                          0                       0
##   GMC                              0                       1
##   Honda                            0                       0
##   Hyundai                          0                       0
##   INFINITI                         0                       0
##   Jaguar                           0                       0
##   Jeep                             0                       0
##   Karma                            0                       0
##   Kia                              0                       0
##   Lamborghini                      0                       0
##   Land                             0                       0
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##                
##                 Portofino Blue Metallic Pristine White Pure White Purple
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##   Jeep                                0              0          0      1
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##                
##                 Quartz Blue Pearl Quartz White Quicksilver Metallic
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##                
##                 Radiant Red Metallic II Rapid Red Metallic Tinted Clearcoat Red
##   Acura                               0                                   0   1
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##   Aston                               0                                   0   1
##   Audi                                1                                   0   7
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##   Hyundai                             0                                   0   3
##   INFINITI                            0                                   0   4
##   Jaguar                              0                                   0   1
##   Jeep                                0                                   0   8
##   Karma                               0                                   0   0
##   Kia                                 0                                   0   3
##   Lamborghini                         0                                   0   1
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##   Mercedes-Benz                       0                                   0   9
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##   Toyota                              0                                   0   7
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##                
##                 Red Multi Red Quartz Tintcoat Rich Garnet Metallic
##   Acura                 0                   0                    0
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##   Chrysler              0                   0                    0
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##   Ford                  0                   1                    0
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##   GMC                   0                   0                    0
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##   Toyota                0                   0                    0
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##   Volvo                 0                   0                    0
##                
##                 Rift Metallic Rosso Corsa Rosso Mars Metallic Ruby Flare Pearl
##   Acura                     0           0                   0                0
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##   Toyota                    0           0                   0                0
##   Volkswagen                0           0                   0                0
##   Volvo                     0           0                   0                0
##                
##                 Ruby Red Metallic Tinted Clearcoat Sandstone Metallic
##   Acura                                          0                  0
##   Alfa                                           0                  0
##   Aston                                          0                  0
##   Audi                                           0                  0
##   Bentley                                        0                  0
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##   Cadillac                                       0                  0
##   Chevrolet                                      0                  0
##   Chrysler                                       0                  0
##   Dodge                                          0                  0
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##   Genesis                                        0                  0
##   GMC                                            0                  0
##   Honda                                          0                  0
##   Hyundai                                        0                  0
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##   Jaguar                                         0                  0
##   Jeep                                           0                  0
##   Karma                                          0                  0
##   Kia                                            0                  0
##   Lamborghini                                    0                  0
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##   Lincoln                                        0                  0
##   Lotus                                          0                  0
##   Lucid                                          0                  0
##   Maserati                                       0                  0
##   Mazda                                          0                  0
##   McLaren                                        0                  0
##   Mercedes-Benz                                  0                  1
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##   Subaru                                         0                  0
##   Tesla                                          0                  0
##   Toyota                                         0                  0
##   Volkswagen                                     0                  0
##   Volvo                                          0                  0
##                
##                 Sangria Red Santorin Black Santorini Black
##   Acura                   0              0               0
##   Alfa                    0              0               0
##   Aston                   0              0               0
##   Audi                    0              1               0
##   Bentley                 0              0               0
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##   Chrysler                0              0               0
##   Dodge                   0              0               0
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##   Ford                    0              0               0
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##   GMC                     0              0               0
##   Honda                   0              0               0
##   Hyundai                 0              0               0
##   INFINITI                0              0               0
##   Jaguar                  0              0               0
##   Jeep                    1              0               0
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##   Volvo                   0              0               0
##                
##                 Santorini Black Metallic Satin Steel Metallic Scarlet Ember
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##   Hyundai                              2                    0             0
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##                
##                 Selenite Gray Metallic Selenite Grey Metallic Shadow Black
##   Acura                              0                      0            0
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##                
##                 Shadow Gray Metallic Shimmering Silver Shoreline Blue Pearl
##   Acura                            1                 0                    0
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##                
##                 Silky Silver Silver Silver Ice Metallic Silver Mist
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##   Karma                    0      0                   0           1
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##   Volvo                    0      1                   0           0
##                
##                 Silver Radiance Silver Zynith Siren Red Tintcoat
##   Acura                       0             0                  0
##   Alfa                        0             0                  0
##   Aston                       0             0                  0
##   Audi                        0             0                  0
##   Bentley                     0             0                  0
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##   Cadillac                    0             0                  0
##   Chevrolet                   0             0                  0
##   Chrysler                    0             0                  0
##   Dodge                       0             0                  0
##   Ferrari                     0             0                  0
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##   Ford                        0             1                  0
##   Genesis                     0             0                  0
##   GMC                         0             0                  0
##   Honda                       0             0                  0
##   Hyundai                     0             0                  0
##   INFINITI                    1             0                  0
##   Jaguar                      0             0                  0
##   Jeep                        0             0                  0
##   Karma                       0             0                  0
##   Kia                         0             0                  0
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##   Mercedes-Benz               0             0                  0
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##   Subaru                      0             0                  0
##   Tesla                       0             0                  0
##   Toyota                      0             0                  0
##   Volkswagen                  0             0                  1
##   Volvo                       0             0                  0
##                
##                 Snow White Pearl Snowflake White Pearl
##   Acura                        0                     0
##   Alfa                         0                     0
##   Aston                        0                     0
##   Audi                         1                     0
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##   BMW                          2                     0
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##   Chrysler                     0                     0
##   Dodge                        0                     0
##   Ferrari                      0                     0
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##   Honda                        0                     0
##   Hyundai                      0                     0
##   INFINITI                     0                     0
##   Jaguar                       0                     0
##   Jeep                         0                     0
##   Karma                        0                     0
##   Kia                          0                     0
##   Lamborghini                  0                     0
##   Land                         0                     0
##   Lexus                        0                     0
##   Lincoln                      0                     0
##   Lotus                        0                     0
##   Lucid                        0                     0
##   Maserati                     0                     0
##   Mazda                        0                     0
##   McLaren                      0                     0
##   Mercedes-Benz                0                     1
##   MINI                         0                     0
##   Mitsubishi                   0                     0
##   Nissan                       0                     0
##   Polestar                     0                     0
##   Porsche                      0                     0
##   RAM                          0                     0
##   Rivian                       0                     0
##   Rolls-Royce                  0                     0
##   Subaru                       0                     0
##   Tesla                        0                     0
##   Toyota                       0                     0
##   Volkswagen                   0                     0
##   Volvo                        0                     0
##                
##                 Snowflake White Pearl Metallic Sonic Silver Metallic
##   Acura                                      0                     0
##   Alfa                                       0                     0
##   Aston                                      0                     0
##   Audi                                       0                     0
##   Bentley                                    0                     0
##   BMW                                        0                     0
##   Buick                                      0                     0
##   Cadillac                                   0                     0
##   Chevrolet                                  0                     1
##   Chrysler                                   0                     0
##   Dodge                                      0                     0
##   Ferrari                                    0                     0
##   FIAT                                       0                     0
##   Ford                                       0                     0
##   Genesis                                    0                     0
##   GMC                                        0                     0
##   Honda                                      0                     0
##   Hyundai                                    0                     0
##   INFINITI                                   0                     0
##   Jaguar                                     0                     0
##   Jeep                                       0                     0
##   Karma                                      0                     0
##   Kia                                        0                     0
##   Lamborghini                                0                     0
##   Land                                       0                     0
##   Lexus                                      0                     0
##   Lincoln                                    0                     0
##   Lotus                                      0                     0
##   Lucid                                      0                     0
##   Maserati                                   0                     0
##   Mazda                                      0                     0
##   McLaren                                    0                     0
##   Mercedes-Benz                              0                     0
##   MINI                                       0                     0
##   Mitsubishi                                 0                     0
##   Nissan                                     0                     0
##   Polestar                                   0                     0
##   Porsche                                    1                     0
##   RAM                                        0                     0
##   Rivian                                     0                     0
##   Rolls-Royce                                0                     0
##   Subaru                                     0                     0
##   Tesla                                      0                     0
##   Toyota                                     0                     0
##   Volkswagen                                 0                     0
##   Volvo                                      0                     0
##                
##                 Soul Red Crystal Metallic Sparkling Silver Star White
##   Acura                                 0                0          0
##   Alfa                                  0                0          0
##   Aston                                 0                0          0
##   Audi                                  0                0          0
##   Bentley                               0                0          0
##   BMW                                   0                1          0
##   Buick                                 0                0          0
##   Cadillac                              1                0          0
##   Chevrolet                             0                0          0
##   Chrysler                              0                0          0
##   Dodge                                 0                0          0
##   Ferrari                               0                0          0
##   FIAT                                  0                0          1
##   Ford                                  1                0          0
##   Genesis                               0                0          0
##   GMC                                   0                0          0
##   Honda                                 0                0          0
##   Hyundai                               0                0          0
##   INFINITI                              0                0          0
##   Jaguar                                0                0          0
##   Jeep                                  0                0          0
##   Karma                                 0                0          0
##   Kia                                   0                0          0
##   Lamborghini                           0                0          0
##   Land                                  0                0          0
##   Lexus                                 0                0          0
##   Lincoln                               0                0          0
##   Lotus                                 0                0          0
##   Lucid                                 0                0          0
##   Maserati                              0                0          0
##   Mazda                                 0                0          0
##   McLaren                               0                0          0
##   Mercedes-Benz                         0                0          0
##   MINI                                  0                0          0
##   Mitsubishi                            0                0          0
##   Nissan                                0                0          0
##   Polestar                              0                0          0
##   Porsche                               0                0          0
##   RAM                                   0                0          0
##   Rivian                                0                0          0
##   Rolls-Royce                           0                0          0
##   Subaru                                0                0          0
##   Tesla                                 0                0          0
##   Toyota                                0                0          0
##   Volkswagen                            0                0          0
##   Volvo                                 0                0          0
##                
##                 Stellar Black Metallic Sting Gray Clearcoat Stone Gray Metallic
##   Acura                              0                    0                   0
##   Alfa                               0                    0                   0
##   Aston                              0                    0                   0
##   Audi                               0                    0                   0
##   Bentley                            0                    1                   0
##   BMW                                0                    0                   0
##   Buick                              0                    0                   0
##   Cadillac                           0                    0                   0
##   Chevrolet                          0                    0                   0
##   Chrysler                           0                    0                   0
##   Dodge                              0                    0                   0
##   Ferrari                            0                    0                   0
##   FIAT                               0                    0                   0
##   Ford                               0                    0                   0
##   Genesis                            0                    0                   0
##   GMC                                0                    0                   0
##   Honda                              0                    0                   0
##   Hyundai                            0                    0                   0
##   INFINITI                           0                    0                   0
##   Jaguar                             0                    0                   0
##   Jeep                               0                    0                   0
##   Karma                              0                    0                   0
##   Kia                                0                    0                   0
##   Lamborghini                        0                    0                   0
##   Land                               0                    0                   0
##   Lexus                              0                    0                   0
##   Lincoln                            0                    0                   0
##   Lotus                              0                    0                   0
##   Lucid                              0                    0                   0
##   Maserati                           0                    0                   0
##   Mazda                              0                    0                   0
##   McLaren                            0                    0                   0
##   Mercedes-Benz                      0                    0                   1
##   MINI                               0                    0                   0
##   Mitsubishi                         0                    0                   0
##   Nissan                             0                    0                   0
##   Polestar                           0                    0                   0
##   Porsche                            0                    0                   0
##   RAM                                0                    0                   0
##   Rivian                             0                    0                   0
##   Rolls-Royce                        0                    0                   0
##   Subaru                             0                    0                   0
##   Tesla                              0                    0                   0
##   Toyota                             1                    0                   0
##   Volkswagen                         0                    0                   0
##   Volvo                              0                    0                   0
##                
##                 Stormy Sea Summit White Sunset Drift Chromaflair Super White
##   Acura                  0            0                        0           0
##   Alfa                   0            0                        0           0
##   Aston                  0            0                        0           0
##   Audi                   0            1                        0           0
##   Bentley                0            0                        0           0
##   BMW                    0            2                        0           0
##   Buick                  0            0                        0           0
##   Cadillac               0            0                        0           0
##   Chevrolet              1            0                        0           0
##   Chrysler               0            0                        0           0
##   Dodge                  0            0                        0           0
##   Ferrari                0            0                        0           0
##   FIAT                   0            0                        0           0
##   Ford                   0            2                        0           1
##   Genesis                0            0                        0           0
##   GMC                    0            0                        0           0
##   Honda                  0            0                        0           0
##   Hyundai                0            0                        0           0
##   INFINITI               0            1                        0           0
##   Jaguar                 0            0                        0           0
##   Jeep                   0            0                        0           0
##   Karma                  0            0                        0           0
##   Kia                    0            1                        0           0
##   Lamborghini            0            0                        0           0
##   Land                   0            0                        0           0
##   Lexus                  0            1                        0           0
##   Lincoln                0            0                        0           0
##   Lotus                  0            0                        0           0
##   Lucid                  0            0                        0           0
##   Maserati               0            0                        0           0
##   Mazda                  0            0                        0           0
##   McLaren                0            0                        0           0
##   Mercedes-Benz          0            2                        0           0
##   MINI                   0            0                        0           0
##   Mitsubishi             0            0                        0           0
##   Nissan                 0            0                        0           0
##   Polestar               0            0                        0           0
##   Porsche                0            0                        0           0
##   RAM                    0            0                        0           0
##   Rivian                 0            0                        0           0
##   Rolls-Royce            0            0                        0           0
##   Subaru                 0            0                        0           0
##   Tesla                  0            0                        0           0
##   Toyota                 0            1                        1           0
##   Volkswagen             0            0                        0           0
##   Volvo                  0            1                        0           0
##                
##                 Tan Tango Red Metallic Tempest Thunder Gray Titanium Silver
##   Acura           0                  0       0            0               0
##   Alfa            0                  0       0            0               0
##   Aston           0                  0       0            0               0
##   Audi            0                  1       0            0               0
##   Bentley         0                  0       0            0               0
##   BMW             0                  0       1            1               0
##   Buick           0                  0       0            0               0
##   Cadillac        0                  0       0            0               0
##   Chevrolet       0                  0       0            0               0
##   Chrysler        0                  0       0            0               0
##   Dodge           0                  0       0            0               0
##   Ferrari         0                  0       0            0               0
##   FIAT            0                  0       0            0               0
##   Ford            0                  0       0            0               1
##   Genesis         0                  0       0            0               0
##   GMC             0                  0       0            0               0
##   Honda           0                  0       0            0               0
##   Hyundai         0                  0       0            0               0
##   INFINITI        0                  0       0            0               0
##   Jaguar          0                  0       0            0               0
##   Jeep            0                  0       0            0               0
##   Karma           0                  0       0            0               0
##   Kia             0                  0       0            0               0
##   Lamborghini     0                  0       0            0               0
##   Land            0                  0       0            0               0
##   Lexus           0                  0       0            0               0
##   Lincoln         0                  0       0            0               0
##   Lotus           0                  0       0            0               0
##   Lucid           0                  0       0            0               0
##   Maserati        0                  0       0            0               0
##   Mazda           0                  0       0            0               0
##   McLaren         0                  0       0            0               0
##   Mercedes-Benz   1                  0       0            0               0
##   MINI            0                  0       0            0               0
##   Mitsubishi      0                  0       0            0               0
##   Nissan          0                  1       0            0               0
##   Polestar        0                  0       0            0               0
##   Porsche         0                  0       0            0               0
##   RAM             0                  0       0            0               0
##   Rivian          0                  0       0            0               0
##   Rolls-Royce     0                  0       0            0               0
##   Subaru          0                  0       0            0               0
##   Tesla           0                  0       0            0               0
##   Toyota          0                  0       0            0               0
##   Volkswagen      0                  0       0            0               0
##   Volvo           0                  0       0            0               0
##                
##                 Tungsten Metallic Twilight Black Typhoon Gray
##   Acura                         0              0            0
##   Alfa                          0              0            0
##   Aston                         0              0            0
##   Audi                          0              0            0
##   Bentley                       0              0            0
##   BMW                           0              0            0
##   Buick                         0              0            0
##   Cadillac                      0              0            0
##   Chevrolet                     0              0            0
##   Chrysler                      0              0            0
##   Dodge                         0              0            0
##   Ferrari                       0              0            0
##   FIAT                          0              0            0
##   Ford                          0              0            0
##   Genesis                       0              0            0
##   GMC                           0              0            0
##   Honda                         0              0            0
##   Hyundai                       0              0            0
##   INFINITI                      0              0            1
##   Jaguar                        0              0            0
##   Jeep                          0              0            0
##   Karma                         0              0            0
##   Kia                           1              0            0
##   Lamborghini                   0              0            0
##   Land                          0              0            0
##   Lexus                         0              0            0
##   Lincoln                       0              0            0
##   Lotus                         0              0            0
##   Lucid                         0              0            0
##   Maserati                      0              0            0
##   Mazda                         0              0            0
##   McLaren                       0              0            0
##   Mercedes-Benz                 0              0            0
##   MINI                          0              0            0
##   Mitsubishi                    0              0            0
##   Nissan                        0              0            0
##   Polestar                      0              0            0
##   Porsche                       0              0            0
##   RAM                           0              0            0
##   Rivian                        0              0            0
##   Rolls-Royce                   0              0            0
##   Subaru                        0              0            0
##   Tesla                         0              1            0
##   Toyota                        0              0            0
##   Volkswagen                    0              0            0
##   Volvo                         0              0            0
##                
##                 Typhoon Gray Metallic Ultra Black Ultra White Vega Blue
##   Acura                             0           0           0         0
##   Alfa                              0           0           0         0
##   Aston                             0           0           0         0
##   Audi                              0           0           1         0
##   Bentley                           0           0           0         0
##   BMW                               0           0           0         0
##   Buick                             0           0           0         0
##   Cadillac                          0           0           0         0
##   Chevrolet                         0           0           0         0
##   Chrysler                          0           0           0         0
##   Dodge                             0           0           0         0
##   Ferrari                           0           0           0         0
##   FIAT                              0           0           0         0
##   Ford                              0           0           0         1
##   Genesis                           0           0           0         0
##   GMC                               0           0           0         0
##   Honda                             0           0           0         0
##   Hyundai                           0           0           0         0
##   INFINITI                          0           0           0         0
##   Jaguar                            0           0           0         0
##   Jeep                              0           0           0         0
##   Karma                             0           0           0         0
##   Kia                               0           0           1         0
##   Lamborghini                       0           0           0         0
##   Land                              0           0           0         0
##   Lexus                             0           0           0         0
##   Lincoln                           0           0           0         0
##   Lotus                             0           0           0         0
##   Lucid                             0           0           0         0
##   Maserati                          0           0           0         0
##   Mazda                             0           0           0         0
##   McLaren                           0           0           0         0
##   Mercedes-Benz                     0           1           0         0
##   MINI                              0           0           0         0
##   Mitsubishi                        0           0           0         0
##   Nissan                            0           0           0         0
##   Polestar                          0           0           0         0
##   Porsche                           1           0           0         0
##   RAM                               0           0           0         0
##   Rivian                            0           0           0         0
##   Rolls-Royce                       0           0           0         0
##   Subaru                            0           0           0         0
##   Tesla                             0           0           0         0
##   Toyota                            0           0           0         0
##   Volkswagen                        0           0           0         0
##   Volvo                             0           0           0         0
##                
##                 Velvet Red Pearlcoat Verde Vik Black Volcanic Orange
##   Acura                            0     0         0               0
##   Alfa                             0     0         0               0
##   Aston                            0     0         0               0
##   Audi                             1     0         1               0
##   Bentley                          0     0         0               0
##   BMW                              0     0         0               0
##   Buick                            0     0         0               0
##   Cadillac                         0     0         0               0
##   Chevrolet                        0     0         0               0
##   Chrysler                         0     0         0               0
##   Dodge                            0     0         0               0
##   Ferrari                          0     0         0               0
##   FIAT                             1     0         0               0
##   Ford                             0     0         0               0
##   Genesis                          0     0         0               0
##   GMC                              0     0         0               0
##   Honda                            0     0         0               0
##   Hyundai                          0     0         0               0
##   INFINITI                         0     0         0               0
##   Jaguar                           0     0         0               0
##   Jeep                             0     0         0               0
##   Karma                            0     0         0               0
##   Kia                              0     0         0               0
##   Lamborghini                      0     1         0               0
##   Land                             0     0         0               0
##   Lexus                            0     0         0               0
##   Lincoln                          0     0         0               0
##   Lotus                            0     0         0               0
##   Lucid                            0     0         0               0
##   Maserati                         0     0         0               0
##   Mazda                            0     0         0               0
##   McLaren                          0     0         0               0
##   Mercedes-Benz                    1     0         0               1
##   MINI                             0     0         0               0
##   Mitsubishi                       0     0         0               0
##   Nissan                           0     0         0               0
##   Polestar                         0     0         0               0
##   Porsche                          0     0         0               0
##   RAM                              0     0         0               0
##   Rivian                           0     0         0               0
##   Rolls-Royce                      0     0         0               0
##   Subaru                           0     0         0               0
##   Tesla                            0     0         0               0
##   Toyota                           0     0         0               0
##   Volkswagen                       0     0         0               0
##   Volvo                            0     0         0               0
##                
##                 Volcano Grey Metallic Vulcano Black Metallic White
##   Acura                             0                      0     9
##   Alfa                              0                      0     0
##   Aston                             0                      0     0
##   Audi                              0                      0    23
##   Bentley                           0                      0     6
##   BMW                               0                      0    60
##   Buick                             0                      0     4
##   Cadillac                          0                      0     6
##   Chevrolet                         0                      0    21
##   Chrysler                          0                      0     0
##   Dodge                             0                      0     2
##   Ferrari                           0                      0     0
##   FIAT                              0                      0     4
##   Ford                              0                      0    40
##   Genesis                           0                      0    10
##   GMC                               0                      0     6
##   Honda                             0                      1     2
##   Hyundai                           0                      0    10
##   INFINITI                          0                      0     4
##   Jaguar                            0                      0     9
##   Jeep                              0                      0     9
##   Karma                             0                      0     0
##   Kia                               0                      0     8
##   Lamborghini                       0                      0     3
##   Land                              0                      0     8
##   Lexus                             0                      0    17
##   Lincoln                           0                      0     8
##   Lotus                             0                      0     3
##   Lucid                             0                      0     0
##   Maserati                          0                      0     4
##   Mazda                             0                      0     9
##   McLaren                           0                      0     0
##   Mercedes-Benz                     0                      0    43
##   MINI                              0                      0     3
##   Mitsubishi                        0                      0     0
##   Nissan                            0                      0     5
##   Polestar                          0                      0     0
##   Porsche                           0                      0     9
##   RAM                               0                      0    16
##   Rivian                            0                      0     5
##   Rolls-Royce                       0                      0     3
##   Subaru                            0                      0     2
##   Tesla                             0                      0     9
##   Toyota                            0                      0    13
##   Volkswagen                        1                      0    10
##   Volvo                             0                      0     5
##                
##                 White Clearcoat White Frost Tri-Coat
##   Acura                       0                    0
##   Alfa                        0                    0
##   Aston                       0                    0
##   Audi                        0                    0
##   Bentley                     0                    0
##   BMW                         0                    0
##   Buick                       0                    0
##   Cadillac                    0                    0
##   Chevrolet                   0                    0
##   Chrysler                    0                    0
##   Dodge                       0                    0
##   Ferrari                     0                    0
##   FIAT                        0                    0
##   Ford                        0                    0
##   Genesis                     0                    0
##   GMC                         0                    0
##   Honda                       0                    0
##   Hyundai                     0                    0
##   INFINITI                    0                    0
##   Jaguar                      0                    0
##   Jeep                        0                    0
##   Karma                       0                    0
##   Kia                         0                    0
##   Lamborghini                 0                    0
##   Land                        0                    1
##   Lexus                       0                    0
##   Lincoln                     0                    0
##   Lotus                       0                    0
##   Lucid                       0                    0
##   Maserati                    0                    0
##   Mazda                       0                    0
##   McLaren                     0                    0
##   Mercedes-Benz               0                    0
##   MINI                        0                    0
##   Mitsubishi                  0                    0
##   Nissan                      0                    0
##   Polestar                    0                    0
##   Porsche                     0                    0
##   RAM                         1                    0
##   Rivian                      0                    0
##   Rolls-Royce                 0                    0
##   Subaru                      0                    0
##   Tesla                       0                    0
##   Toyota                      0                    0
##   Volkswagen                  0                    0
##   Volvo                       0                    0
##                
##                 White Platinum Tri-Coat Metallic Wind Chill Pearl Wolf Gray
##   Acura                                        0                0         0
##   Alfa                                         0                0         0
##   Aston                                        0                0         0
##   Audi                                         0                0         0
##   Bentley                                      0                0         0
##   BMW                                          0                0         0
##   Buick                                        0                0         0
##   Cadillac                                     0                0         0
##   Chevrolet                                    0                0         0
##   Chrysler                                     0                0         0
##   Dodge                                        0                0         0
##   Ferrari                                      0                0         0
##   FIAT                                         0                0         0
##   Ford                                         0                1         1
##   Genesis                                      0                0         0
##   GMC                                          0                0         0
##   Honda                                        0                0         0
##   Hyundai                                      1                0         0
##   INFINITI                                     0                0         0
##   Jaguar                                       0                0         0
##   Jeep                                         0                0         0
##   Karma                                        0                0         0
##   Kia                                          0                0         0
##   Lamborghini                                  0                0         0
##   Land                                         0                0         0
##   Lexus                                        0                0         0
##   Lincoln                                      0                0         0
##   Lotus                                        0                0         0
##   Lucid                                        0                0         0
##   Maserati                                     0                1         0
##   Mazda                                        0                0         0
##   McLaren                                      0                0         0
##   Mercedes-Benz                                0                0         0
##   MINI                                         0                0         0
##   Mitsubishi                                   0                0         0
##   Nissan                                       0                0         0
##   Polestar                                     0                0         0
##   Porsche                                      0                0         0
##   RAM                                          0                0         0
##   Rivian                                       0                0         0
##   Rolls-Royce                                  0                0         0
##   Subaru                                       0                0         0
##   Tesla                                        0                0         0
##   Toyota                                       0                0         0
##   Volkswagen                                   0                0         0
##   Volvo                                        0                0         0
##                
##                 Yellow Yulong Yulong White
##   Acura              0      0            0
##   Alfa               0      0            0
##   Aston              0      0            0
##   Audi               0      0            1
##   Bentley            0      1            0
##   BMW                2      0            0
##   Buick              0      0            0
##   Cadillac           0      0            0
##   Chevrolet          0      0            0
##   Chrysler           0      0            0
##   Dodge              0      0            0
##   Ferrari            0      0            0
##   FIAT               0      0            0
##   Ford               0      0            0
##   Genesis            0      0            0
##   GMC                0      0            0
##   Honda              0      0            0
##   Hyundai            0      0            0
##   INFINITI           0      0            0
##   Jaguar             0      0            0
##   Jeep               0      0            0
##   Karma              0      0            0
##   Kia                0      0            0
##   Lamborghini        0      0            0
##   Land               2      0            0
##   Lexus              0      0            0
##   Lincoln            0      0            0
##   Lotus              0      0            0
##   Lucid              0      0            0
##   Maserati           0      0            0
##   Mazda              0      0            0
##   McLaren            0      0            0
##   Mercedes-Benz      1      0            0
##   MINI               0      0            0
##   Mitsubishi         0      0            0
##   Nissan             0      0            0
##   Polestar           0      0            0
##   Porsche            0      0            0
##   RAM                0      0            0
##   Rivian             0      0            0
##   Rolls-Royce        0      0            0
##   Subaru             0      0            0
##   Tesla              0      0            0
##   Toyota             1      0            0
##   Volkswagen         0      0            0
##   Volvo              0      0            0
# 4. Gráfico de barras apiladas
barplot(tabla, 
        main = "Colores por Marca",
        xlab = "Marca", 
        ylab = "Cantidad",
        col = c("red", "blue"),
        legend.text = TRUE,
        args.legend = list(x = "topright"))

# 5. Versión con ggplot2 (más bonito)
if(!require(ggplot2)) install.packages("ggplot2")
library(ggplot2)

ggplot(datos, aes(x = marca, fill = color)) +
  geom_bar() +
  labs(title = "Distribución de colores por marca",
       x = "Marca",
       y = "Cantidad",
       fill = "Color") +
  scale_fill_manual(values = c("Azul" = "blue", "Rojo" = "red")) +
  theme_minimal()
## Warning: No shared levels found between `names(values)` of the manual scale and the
## data's fill values.
## No shared levels found between `names(values)` of the manual scale and the
## data's fill values.